Upload folder using huggingface_hub
Browse files- all_results.json +17 -0
- checkpoint-227405/config.json +33 -0
- checkpoint-227405/model.safetensors +3 -0
- checkpoint-227405/optimizer.pt +3 -0
- checkpoint-227405/rng_state.pth +3 -0
- checkpoint-227405/scheduler.pt +3 -0
- checkpoint-227405/special_tokens_map.json +30 -0
- checkpoint-227405/tokenizer.json +0 -0
- checkpoint-227405/tokenizer_config.json +67 -0
- checkpoint-227405/trainer_state.json +3275 -0
- checkpoint-227405/training_args.bin +3 -0
- config.json +33 -0
- eval_results.json +11 -0
- model.safetensors +3 -0
- predictions.txt +0 -0
- special_tokens_map.json +30 -0
- tokenizer.json +0 -0
- tokenizer_config.json +67 -0
- train_results.json +9 -0
- trainer_state.json +3284 -0
- training_args.bin +3 -0
all_results.json
ADDED
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"eval_accuracy": 0.8784565925598145,
|
4 |
+
"eval_f1": 0.8391068037456617,
|
5 |
+
"eval_loss": 0.6183628439903259,
|
6 |
+
"eval_mcc": 0.7416813202825935,
|
7 |
+
"eval_runtime": 28.8569,
|
8 |
+
"eval_samples": 20215,
|
9 |
+
"eval_samples_per_second": 700.527,
|
10 |
+
"eval_steps_per_second": 87.57,
|
11 |
+
"total_flos": 1.0733045580407808e+17,
|
12 |
+
"train_loss": 0.30088049875882883,
|
13 |
+
"train_runtime": 13193.5971,
|
14 |
+
"train_samples": 363846,
|
15 |
+
"train_samples_per_second": 137.887,
|
16 |
+
"train_steps_per_second": 17.236
|
17 |
+
}
|
checkpoint-227405/config.json
ADDED
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "/home/ubuntu/utah/babylm-24/data/training/models/10M_babylm_ascii/SPM-Unigram_6144/DebertaV2-Base-10M_babylm-A",
|
3 |
+
"architectures": [
|
4 |
+
"DebertaV2ForSequenceClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"hidden_act": "gelu",
|
8 |
+
"hidden_dropout_prob": 0.1,
|
9 |
+
"hidden_size": 768,
|
10 |
+
"initializer_range": 0.02,
|
11 |
+
"intermediate_size": 1536,
|
12 |
+
"label2id": {
|
13 |
+
"0": 0,
|
14 |
+
"1": 1
|
15 |
+
},
|
16 |
+
"layer_norm_eps": 1e-07,
|
17 |
+
"max_position_embeddings": 512,
|
18 |
+
"max_relative_positions": -1,
|
19 |
+
"model_type": "deberta-v2",
|
20 |
+
"num_attention_heads": 12,
|
21 |
+
"num_hidden_layers": 8,
|
22 |
+
"pad_token_id": 3,
|
23 |
+
"pooler_dropout": 0,
|
24 |
+
"pooler_hidden_act": "gelu",
|
25 |
+
"pooler_hidden_size": 768,
|
26 |
+
"pos_att_type": null,
|
27 |
+
"position_biased_input": true,
|
28 |
+
"relative_attention": false,
|
29 |
+
"torch_dtype": "float32",
|
30 |
+
"transformers_version": "4.44.2",
|
31 |
+
"type_vocab_size": 0,
|
32 |
+
"vocab_size": 6144
|
33 |
+
}
|
checkpoint-227405/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f97daf1876bf1de0982be1e49272d7991694e777d6e5e7f809ada44173ab14fc
|
3 |
+
size 174103504
|
checkpoint-227405/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2be9c008806ab38c5516ad69b7d3d80ef03ec2c7a7cb1f4d4fe545fab3b9bb56
|
3 |
+
size 348288250
|
checkpoint-227405/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9b6475f62295571d6e9634b5d740df10500d0ff1f5a0cb3ebeb4c3c64bb96061
|
3 |
+
size 14244
|
checkpoint-227405/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1d490fad62f439b49a9541c861897b6eb5ee7cb21d7e65c81c059e82b4ce61e8
|
3 |
+
size 1064
|
checkpoint-227405/special_tokens_map.json
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"cls_token": {
|
3 |
+
"content": "[CLS]",
|
4 |
+
"lstrip": false,
|
5 |
+
"normalized": false,
|
6 |
+
"rstrip": false,
|
7 |
+
"single_word": false
|
8 |
+
},
|
9 |
+
"mask_token": {
|
10 |
+
"content": "[MASK]",
|
11 |
+
"lstrip": false,
|
12 |
+
"normalized": false,
|
13 |
+
"rstrip": false,
|
14 |
+
"single_word": false
|
15 |
+
},
|
16 |
+
"pad_token": {
|
17 |
+
"content": "[PAD]",
|
18 |
+
"lstrip": false,
|
19 |
+
"normalized": false,
|
20 |
+
"rstrip": false,
|
21 |
+
"single_word": false
|
22 |
+
},
|
23 |
+
"sep_token": {
|
24 |
+
"content": "[SEP]",
|
25 |
+
"lstrip": false,
|
26 |
+
"normalized": false,
|
27 |
+
"rstrip": false,
|
28 |
+
"single_word": false
|
29 |
+
}
|
30 |
+
}
|
checkpoint-227405/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-227405/tokenizer_config.json
ADDED
@@ -0,0 +1,67 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"added_tokens_decoder": {
|
3 |
+
"0": {
|
4 |
+
"content": "[UNK]",
|
5 |
+
"lstrip": false,
|
6 |
+
"normalized": false,
|
7 |
+
"rstrip": false,
|
8 |
+
"single_word": false,
|
9 |
+
"special": true
|
10 |
+
},
|
11 |
+
"1": {
|
12 |
+
"content": "[CLS]",
|
13 |
+
"lstrip": false,
|
14 |
+
"normalized": false,
|
15 |
+
"rstrip": false,
|
16 |
+
"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
+
"2": {
|
20 |
+
"content": "[SEP]",
|
21 |
+
"lstrip": false,
|
22 |
+
"normalized": false,
|
23 |
+
"rstrip": false,
|
24 |
+
"single_word": false,
|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"3": {
|
28 |
+
"content": "[PAD]",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
+
"4": {
|
36 |
+
"content": "[MASK]",
|
37 |
+
"lstrip": false,
|
38 |
+
"normalized": false,
|
39 |
+
"rstrip": false,
|
40 |
+
"single_word": false,
|
41 |
+
"special": true
|
42 |
+
},
|
43 |
+
"5": {
|
44 |
+
"content": "[PAR]",
|
45 |
+
"lstrip": false,
|
46 |
+
"normalized": false,
|
47 |
+
"rstrip": false,
|
48 |
+
"single_word": false,
|
49 |
+
"special": true
|
50 |
+
},
|
51 |
+
"6": {
|
52 |
+
"content": "[TAB]",
|
53 |
+
"lstrip": false,
|
54 |
+
"normalized": false,
|
55 |
+
"rstrip": false,
|
56 |
+
"single_word": false,
|
57 |
+
"special": true
|
58 |
+
}
|
59 |
+
},
|
60 |
+
"clean_up_tokenization_spaces": false,
|
61 |
+
"cls_token": "[CLS]",
|
62 |
+
"mask_token": "[MASK]",
|
63 |
+
"model_max_length": 1000000000000000019884624838656,
|
64 |
+
"pad_token": "[PAD]",
|
65 |
+
"sep_token": "[SEP]",
|
66 |
+
"tokenizer_class": "PreTrainedTokenizerFast"
|
67 |
+
}
|
checkpoint-227405/trainer_state.json
ADDED
@@ -0,0 +1,3275 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8391068037456617,
|
3 |
+
"best_model_checkpoint": "/home/ubuntu/utah/babylm-24/src/evaluation/results/finetune/DebertaV2-Base-10M_babylm-A/qqp/checkpoint-227405",
|
4 |
+
"epoch": 5.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 227405,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.01099360172379675,
|
13 |
+
"grad_norm": 4.236701011657715,
|
14 |
+
"learning_rate": 2.993403838965722e-05,
|
15 |
+
"loss": 0.6086,
|
16 |
+
"step": 500
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.0219872034475935,
|
20 |
+
"grad_norm": 4.105135440826416,
|
21 |
+
"learning_rate": 2.986807677931444e-05,
|
22 |
+
"loss": 0.5618,
|
23 |
+
"step": 1000
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.03298080517139025,
|
27 |
+
"grad_norm": 5.613928318023682,
|
28 |
+
"learning_rate": 2.980211516897166e-05,
|
29 |
+
"loss": 0.5252,
|
30 |
+
"step": 1500
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 0.043974406895187,
|
34 |
+
"grad_norm": 12.754159927368164,
|
35 |
+
"learning_rate": 2.973615355862888e-05,
|
36 |
+
"loss": 0.5182,
|
37 |
+
"step": 2000
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 0.05496800861898375,
|
41 |
+
"grad_norm": 5.488389015197754,
|
42 |
+
"learning_rate": 2.9670191948286098e-05,
|
43 |
+
"loss": 0.505,
|
44 |
+
"step": 2500
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.0659616103427805,
|
48 |
+
"grad_norm": 5.46230936050415,
|
49 |
+
"learning_rate": 2.9604230337943316e-05,
|
50 |
+
"loss": 0.5044,
|
51 |
+
"step": 3000
|
52 |
+
},
|
53 |
+
{
|
54 |
+
"epoch": 0.07695521206657725,
|
55 |
+
"grad_norm": 13.249972343444824,
|
56 |
+
"learning_rate": 2.9538268727600537e-05,
|
57 |
+
"loss": 0.498,
|
58 |
+
"step": 3500
|
59 |
+
},
|
60 |
+
{
|
61 |
+
"epoch": 0.087948813790374,
|
62 |
+
"grad_norm": 13.043343544006348,
|
63 |
+
"learning_rate": 2.9472307117257757e-05,
|
64 |
+
"loss": 0.479,
|
65 |
+
"step": 4000
|
66 |
+
},
|
67 |
+
{
|
68 |
+
"epoch": 0.09894241551417075,
|
69 |
+
"grad_norm": 14.147295951843262,
|
70 |
+
"learning_rate": 2.9406345506914978e-05,
|
71 |
+
"loss": 0.4692,
|
72 |
+
"step": 4500
|
73 |
+
},
|
74 |
+
{
|
75 |
+
"epoch": 0.1099360172379675,
|
76 |
+
"grad_norm": 8.739255905151367,
|
77 |
+
"learning_rate": 2.9340383896572196e-05,
|
78 |
+
"loss": 0.4703,
|
79 |
+
"step": 5000
|
80 |
+
},
|
81 |
+
{
|
82 |
+
"epoch": 0.12092961896176425,
|
83 |
+
"grad_norm": 11.371148109436035,
|
84 |
+
"learning_rate": 2.9274422286229417e-05,
|
85 |
+
"loss": 0.4557,
|
86 |
+
"step": 5500
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 0.131923220685561,
|
90 |
+
"grad_norm": 8.44424057006836,
|
91 |
+
"learning_rate": 2.9208460675886637e-05,
|
92 |
+
"loss": 0.4635,
|
93 |
+
"step": 6000
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 0.14291682240935774,
|
97 |
+
"grad_norm": 3.9929113388061523,
|
98 |
+
"learning_rate": 2.914249906554385e-05,
|
99 |
+
"loss": 0.4651,
|
100 |
+
"step": 6500
|
101 |
+
},
|
102 |
+
{
|
103 |
+
"epoch": 0.1539104241331545,
|
104 |
+
"grad_norm": 3.4015634059906006,
|
105 |
+
"learning_rate": 2.9076537455201072e-05,
|
106 |
+
"loss": 0.4537,
|
107 |
+
"step": 7000
|
108 |
+
},
|
109 |
+
{
|
110 |
+
"epoch": 0.16490402585695124,
|
111 |
+
"grad_norm": 4.32379674911499,
|
112 |
+
"learning_rate": 2.9010575844858293e-05,
|
113 |
+
"loss": 0.4445,
|
114 |
+
"step": 7500
|
115 |
+
},
|
116 |
+
{
|
117 |
+
"epoch": 0.175897627580748,
|
118 |
+
"grad_norm": 5.210988521575928,
|
119 |
+
"learning_rate": 2.8944614234515514e-05,
|
120 |
+
"loss": 0.4326,
|
121 |
+
"step": 8000
|
122 |
+
},
|
123 |
+
{
|
124 |
+
"epoch": 0.18689122930454474,
|
125 |
+
"grad_norm": 3.908278226852417,
|
126 |
+
"learning_rate": 2.887865262417273e-05,
|
127 |
+
"loss": 0.4454,
|
128 |
+
"step": 8500
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 0.1978848310283415,
|
132 |
+
"grad_norm": 2.8256139755249023,
|
133 |
+
"learning_rate": 2.8812691013829952e-05,
|
134 |
+
"loss": 0.438,
|
135 |
+
"step": 9000
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 0.20887843275213824,
|
139 |
+
"grad_norm": 7.012328624725342,
|
140 |
+
"learning_rate": 2.8746729403487173e-05,
|
141 |
+
"loss": 0.4333,
|
142 |
+
"step": 9500
|
143 |
+
},
|
144 |
+
{
|
145 |
+
"epoch": 0.219872034475935,
|
146 |
+
"grad_norm": 5.030713081359863,
|
147 |
+
"learning_rate": 2.8680767793144394e-05,
|
148 |
+
"loss": 0.4588,
|
149 |
+
"step": 10000
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 0.23086563619973174,
|
153 |
+
"grad_norm": 10.047335624694824,
|
154 |
+
"learning_rate": 2.8614806182801608e-05,
|
155 |
+
"loss": 0.4418,
|
156 |
+
"step": 10500
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 0.2418592379235285,
|
160 |
+
"grad_norm": 5.562270164489746,
|
161 |
+
"learning_rate": 2.854884457245883e-05,
|
162 |
+
"loss": 0.4375,
|
163 |
+
"step": 11000
|
164 |
+
},
|
165 |
+
{
|
166 |
+
"epoch": 0.25285283964732524,
|
167 |
+
"grad_norm": 14.433082580566406,
|
168 |
+
"learning_rate": 2.848288296211605e-05,
|
169 |
+
"loss": 0.4278,
|
170 |
+
"step": 11500
|
171 |
+
},
|
172 |
+
{
|
173 |
+
"epoch": 0.263846441371122,
|
174 |
+
"grad_norm": 3.507910966873169,
|
175 |
+
"learning_rate": 2.8416921351773267e-05,
|
176 |
+
"loss": 0.4331,
|
177 |
+
"step": 12000
|
178 |
+
},
|
179 |
+
{
|
180 |
+
"epoch": 0.2748400430949188,
|
181 |
+
"grad_norm": 13.184822082519531,
|
182 |
+
"learning_rate": 2.8350959741430488e-05,
|
183 |
+
"loss": 0.4325,
|
184 |
+
"step": 12500
|
185 |
+
},
|
186 |
+
{
|
187 |
+
"epoch": 0.2858336448187155,
|
188 |
+
"grad_norm": 11.627528190612793,
|
189 |
+
"learning_rate": 2.828499813108771e-05,
|
190 |
+
"loss": 0.4283,
|
191 |
+
"step": 13000
|
192 |
+
},
|
193 |
+
{
|
194 |
+
"epoch": 0.29682724654251225,
|
195 |
+
"grad_norm": 4.054474830627441,
|
196 |
+
"learning_rate": 2.821903652074493e-05,
|
197 |
+
"loss": 0.4361,
|
198 |
+
"step": 13500
|
199 |
+
},
|
200 |
+
{
|
201 |
+
"epoch": 0.307820848266309,
|
202 |
+
"grad_norm": 7.193812847137451,
|
203 |
+
"learning_rate": 2.8153074910402147e-05,
|
204 |
+
"loss": 0.4251,
|
205 |
+
"step": 14000
|
206 |
+
},
|
207 |
+
{
|
208 |
+
"epoch": 0.3188144499901058,
|
209 |
+
"grad_norm": 4.036972999572754,
|
210 |
+
"learning_rate": 2.8087113300059365e-05,
|
211 |
+
"loss": 0.4233,
|
212 |
+
"step": 14500
|
213 |
+
},
|
214 |
+
{
|
215 |
+
"epoch": 0.3298080517139025,
|
216 |
+
"grad_norm": 6.451129913330078,
|
217 |
+
"learning_rate": 2.8021151689716586e-05,
|
218 |
+
"loss": 0.4407,
|
219 |
+
"step": 15000
|
220 |
+
},
|
221 |
+
{
|
222 |
+
"epoch": 0.34080165343769925,
|
223 |
+
"grad_norm": 6.5472612380981445,
|
224 |
+
"learning_rate": 2.7955190079373803e-05,
|
225 |
+
"loss": 0.4158,
|
226 |
+
"step": 15500
|
227 |
+
},
|
228 |
+
{
|
229 |
+
"epoch": 0.351795255161496,
|
230 |
+
"grad_norm": 16.589092254638672,
|
231 |
+
"learning_rate": 2.7889228469031024e-05,
|
232 |
+
"loss": 0.4261,
|
233 |
+
"step": 16000
|
234 |
+
},
|
235 |
+
{
|
236 |
+
"epoch": 0.3627888568852928,
|
237 |
+
"grad_norm": 6.696326732635498,
|
238 |
+
"learning_rate": 2.7823266858688245e-05,
|
239 |
+
"loss": 0.4111,
|
240 |
+
"step": 16500
|
241 |
+
},
|
242 |
+
{
|
243 |
+
"epoch": 0.3737824586090895,
|
244 |
+
"grad_norm": 4.396112442016602,
|
245 |
+
"learning_rate": 2.7757305248345466e-05,
|
246 |
+
"loss": 0.4236,
|
247 |
+
"step": 17000
|
248 |
+
},
|
249 |
+
{
|
250 |
+
"epoch": 0.38477606033288625,
|
251 |
+
"grad_norm": 7.1260986328125,
|
252 |
+
"learning_rate": 2.7691343638002683e-05,
|
253 |
+
"loss": 0.413,
|
254 |
+
"step": 17500
|
255 |
+
},
|
256 |
+
{
|
257 |
+
"epoch": 0.395769662056683,
|
258 |
+
"grad_norm": 8.553855895996094,
|
259 |
+
"learning_rate": 2.7625382027659904e-05,
|
260 |
+
"loss": 0.4105,
|
261 |
+
"step": 18000
|
262 |
+
},
|
263 |
+
{
|
264 |
+
"epoch": 0.4067632637804798,
|
265 |
+
"grad_norm": 1.411335825920105,
|
266 |
+
"learning_rate": 2.755942041731712e-05,
|
267 |
+
"loss": 0.3977,
|
268 |
+
"step": 18500
|
269 |
+
},
|
270 |
+
{
|
271 |
+
"epoch": 0.4177568655042765,
|
272 |
+
"grad_norm": 12.823638916015625,
|
273 |
+
"learning_rate": 2.7493458806974342e-05,
|
274 |
+
"loss": 0.4143,
|
275 |
+
"step": 19000
|
276 |
+
},
|
277 |
+
{
|
278 |
+
"epoch": 0.42875046722807325,
|
279 |
+
"grad_norm": 11.823991775512695,
|
280 |
+
"learning_rate": 2.742749719663156e-05,
|
281 |
+
"loss": 0.4002,
|
282 |
+
"step": 19500
|
283 |
+
},
|
284 |
+
{
|
285 |
+
"epoch": 0.43974406895187,
|
286 |
+
"grad_norm": 5.152065753936768,
|
287 |
+
"learning_rate": 2.736153558628878e-05,
|
288 |
+
"loss": 0.4001,
|
289 |
+
"step": 20000
|
290 |
+
},
|
291 |
+
{
|
292 |
+
"epoch": 0.4507376706756668,
|
293 |
+
"grad_norm": 2.0797653198242188,
|
294 |
+
"learning_rate": 2.7295573975946e-05,
|
295 |
+
"loss": 0.4137,
|
296 |
+
"step": 20500
|
297 |
+
},
|
298 |
+
{
|
299 |
+
"epoch": 0.4617312723994635,
|
300 |
+
"grad_norm": 5.874008655548096,
|
301 |
+
"learning_rate": 2.722961236560322e-05,
|
302 |
+
"loss": 0.4166,
|
303 |
+
"step": 21000
|
304 |
+
},
|
305 |
+
{
|
306 |
+
"epoch": 0.47272487412326025,
|
307 |
+
"grad_norm": 20.658824920654297,
|
308 |
+
"learning_rate": 2.716365075526044e-05,
|
309 |
+
"loss": 0.4072,
|
310 |
+
"step": 21500
|
311 |
+
},
|
312 |
+
{
|
313 |
+
"epoch": 0.483718475847057,
|
314 |
+
"grad_norm": 11.262660026550293,
|
315 |
+
"learning_rate": 2.709768914491766e-05,
|
316 |
+
"loss": 0.4048,
|
317 |
+
"step": 22000
|
318 |
+
},
|
319 |
+
{
|
320 |
+
"epoch": 0.4947120775708538,
|
321 |
+
"grad_norm": 8.16556167602539,
|
322 |
+
"learning_rate": 2.7031727534574878e-05,
|
323 |
+
"loss": 0.4059,
|
324 |
+
"step": 22500
|
325 |
+
},
|
326 |
+
{
|
327 |
+
"epoch": 0.5057056792946505,
|
328 |
+
"grad_norm": 12.176790237426758,
|
329 |
+
"learning_rate": 2.6965765924232095e-05,
|
330 |
+
"loss": 0.415,
|
331 |
+
"step": 23000
|
332 |
+
},
|
333 |
+
{
|
334 |
+
"epoch": 0.5166992810184473,
|
335 |
+
"grad_norm": 8.630789756774902,
|
336 |
+
"learning_rate": 2.6899804313889316e-05,
|
337 |
+
"loss": 0.4059,
|
338 |
+
"step": 23500
|
339 |
+
},
|
340 |
+
{
|
341 |
+
"epoch": 0.527692882742244,
|
342 |
+
"grad_norm": 11.014044761657715,
|
343 |
+
"learning_rate": 2.6833842703546537e-05,
|
344 |
+
"loss": 0.3804,
|
345 |
+
"step": 24000
|
346 |
+
},
|
347 |
+
{
|
348 |
+
"epoch": 0.5386864844660407,
|
349 |
+
"grad_norm": 12.287202835083008,
|
350 |
+
"learning_rate": 2.6767881093203758e-05,
|
351 |
+
"loss": 0.4046,
|
352 |
+
"step": 24500
|
353 |
+
},
|
354 |
+
{
|
355 |
+
"epoch": 0.5496800861898375,
|
356 |
+
"grad_norm": 6.118470668792725,
|
357 |
+
"learning_rate": 2.6701919482860975e-05,
|
358 |
+
"loss": 0.398,
|
359 |
+
"step": 25000
|
360 |
+
},
|
361 |
+
{
|
362 |
+
"epoch": 0.5606736879136343,
|
363 |
+
"grad_norm": 17.233190536499023,
|
364 |
+
"learning_rate": 2.6635957872518196e-05,
|
365 |
+
"loss": 0.4013,
|
366 |
+
"step": 25500
|
367 |
+
},
|
368 |
+
{
|
369 |
+
"epoch": 0.571667289637431,
|
370 |
+
"grad_norm": 15.902141571044922,
|
371 |
+
"learning_rate": 2.6569996262175417e-05,
|
372 |
+
"loss": 0.4158,
|
373 |
+
"step": 26000
|
374 |
+
},
|
375 |
+
{
|
376 |
+
"epoch": 0.5826608913612278,
|
377 |
+
"grad_norm": 6.975952625274658,
|
378 |
+
"learning_rate": 2.650403465183263e-05,
|
379 |
+
"loss": 0.3939,
|
380 |
+
"step": 26500
|
381 |
+
},
|
382 |
+
{
|
383 |
+
"epoch": 0.5936544930850245,
|
384 |
+
"grad_norm": 19.319835662841797,
|
385 |
+
"learning_rate": 2.6438073041489852e-05,
|
386 |
+
"loss": 0.4021,
|
387 |
+
"step": 27000
|
388 |
+
},
|
389 |
+
{
|
390 |
+
"epoch": 0.6046480948088213,
|
391 |
+
"grad_norm": 3.9395010471343994,
|
392 |
+
"learning_rate": 2.6372111431147073e-05,
|
393 |
+
"loss": 0.4015,
|
394 |
+
"step": 27500
|
395 |
+
},
|
396 |
+
{
|
397 |
+
"epoch": 0.615641696532618,
|
398 |
+
"grad_norm": 7.098001956939697,
|
399 |
+
"learning_rate": 2.6306149820804294e-05,
|
400 |
+
"loss": 0.3876,
|
401 |
+
"step": 28000
|
402 |
+
},
|
403 |
+
{
|
404 |
+
"epoch": 0.6266352982564147,
|
405 |
+
"grad_norm": 3.967722177505493,
|
406 |
+
"learning_rate": 2.624018821046151e-05,
|
407 |
+
"loss": 0.3935,
|
408 |
+
"step": 28500
|
409 |
+
},
|
410 |
+
{
|
411 |
+
"epoch": 0.6376288999802115,
|
412 |
+
"grad_norm": 5.257786273956299,
|
413 |
+
"learning_rate": 2.6174226600118732e-05,
|
414 |
+
"loss": 0.3959,
|
415 |
+
"step": 29000
|
416 |
+
},
|
417 |
+
{
|
418 |
+
"epoch": 0.6486225017040083,
|
419 |
+
"grad_norm": 17.10645294189453,
|
420 |
+
"learning_rate": 2.6108264989775953e-05,
|
421 |
+
"loss": 0.3948,
|
422 |
+
"step": 29500
|
423 |
+
},
|
424 |
+
{
|
425 |
+
"epoch": 0.659616103427805,
|
426 |
+
"grad_norm": 14.60950756072998,
|
427 |
+
"learning_rate": 2.6042303379433174e-05,
|
428 |
+
"loss": 0.4078,
|
429 |
+
"step": 30000
|
430 |
+
},
|
431 |
+
{
|
432 |
+
"epoch": 0.6706097051516018,
|
433 |
+
"grad_norm": 6.0776166915893555,
|
434 |
+
"learning_rate": 2.5976341769090388e-05,
|
435 |
+
"loss": 0.3831,
|
436 |
+
"step": 30500
|
437 |
+
},
|
438 |
+
{
|
439 |
+
"epoch": 0.6816033068753985,
|
440 |
+
"grad_norm": 1.830690622329712,
|
441 |
+
"learning_rate": 2.591038015874761e-05,
|
442 |
+
"loss": 0.3911,
|
443 |
+
"step": 31000
|
444 |
+
},
|
445 |
+
{
|
446 |
+
"epoch": 0.6925969085991953,
|
447 |
+
"grad_norm": 16.717496871948242,
|
448 |
+
"learning_rate": 2.584441854840483e-05,
|
449 |
+
"loss": 0.3926,
|
450 |
+
"step": 31500
|
451 |
+
},
|
452 |
+
{
|
453 |
+
"epoch": 0.703590510322992,
|
454 |
+
"grad_norm": 4.424517631530762,
|
455 |
+
"learning_rate": 2.5778456938062047e-05,
|
456 |
+
"loss": 0.3931,
|
457 |
+
"step": 32000
|
458 |
+
},
|
459 |
+
{
|
460 |
+
"epoch": 0.7145841120467887,
|
461 |
+
"grad_norm": 6.995429992675781,
|
462 |
+
"learning_rate": 2.5712495327719268e-05,
|
463 |
+
"loss": 0.3912,
|
464 |
+
"step": 32500
|
465 |
+
},
|
466 |
+
{
|
467 |
+
"epoch": 0.7255777137705856,
|
468 |
+
"grad_norm": 6.78953742980957,
|
469 |
+
"learning_rate": 2.564653371737649e-05,
|
470 |
+
"loss": 0.3858,
|
471 |
+
"step": 33000
|
472 |
+
},
|
473 |
+
{
|
474 |
+
"epoch": 0.7365713154943823,
|
475 |
+
"grad_norm": 12.592966079711914,
|
476 |
+
"learning_rate": 2.558057210703371e-05,
|
477 |
+
"loss": 0.3822,
|
478 |
+
"step": 33500
|
479 |
+
},
|
480 |
+
{
|
481 |
+
"epoch": 0.747564917218179,
|
482 |
+
"grad_norm": 1.8982641696929932,
|
483 |
+
"learning_rate": 2.5514610496690927e-05,
|
484 |
+
"loss": 0.3964,
|
485 |
+
"step": 34000
|
486 |
+
},
|
487 |
+
{
|
488 |
+
"epoch": 0.7585585189419758,
|
489 |
+
"grad_norm": 3.2166171073913574,
|
490 |
+
"learning_rate": 2.5448648886348144e-05,
|
491 |
+
"loss": 0.3902,
|
492 |
+
"step": 34500
|
493 |
+
},
|
494 |
+
{
|
495 |
+
"epoch": 0.7695521206657725,
|
496 |
+
"grad_norm": 10.258162498474121,
|
497 |
+
"learning_rate": 2.5382687276005365e-05,
|
498 |
+
"loss": 0.3691,
|
499 |
+
"step": 35000
|
500 |
+
},
|
501 |
+
{
|
502 |
+
"epoch": 0.7805457223895693,
|
503 |
+
"grad_norm": 2.9836630821228027,
|
504 |
+
"learning_rate": 2.5316725665662583e-05,
|
505 |
+
"loss": 0.3937,
|
506 |
+
"step": 35500
|
507 |
+
},
|
508 |
+
{
|
509 |
+
"epoch": 0.791539324113366,
|
510 |
+
"grad_norm": 10.085326194763184,
|
511 |
+
"learning_rate": 2.5250764055319804e-05,
|
512 |
+
"loss": 0.3897,
|
513 |
+
"step": 36000
|
514 |
+
},
|
515 |
+
{
|
516 |
+
"epoch": 0.8025329258371627,
|
517 |
+
"grad_norm": 8.519903182983398,
|
518 |
+
"learning_rate": 2.5184802444977024e-05,
|
519 |
+
"loss": 0.361,
|
520 |
+
"step": 36500
|
521 |
+
},
|
522 |
+
{
|
523 |
+
"epoch": 0.8135265275609596,
|
524 |
+
"grad_norm": 4.746450901031494,
|
525 |
+
"learning_rate": 2.5118840834634245e-05,
|
526 |
+
"loss": 0.3845,
|
527 |
+
"step": 37000
|
528 |
+
},
|
529 |
+
{
|
530 |
+
"epoch": 0.8245201292847563,
|
531 |
+
"grad_norm": 13.058253288269043,
|
532 |
+
"learning_rate": 2.5052879224291463e-05,
|
533 |
+
"loss": 0.3871,
|
534 |
+
"step": 37500
|
535 |
+
},
|
536 |
+
{
|
537 |
+
"epoch": 0.835513731008553,
|
538 |
+
"grad_norm": 2.8094441890716553,
|
539 |
+
"learning_rate": 2.4986917613948684e-05,
|
540 |
+
"loss": 0.4012,
|
541 |
+
"step": 38000
|
542 |
+
},
|
543 |
+
{
|
544 |
+
"epoch": 0.8465073327323498,
|
545 |
+
"grad_norm": 4.1435770988464355,
|
546 |
+
"learning_rate": 2.49209560036059e-05,
|
547 |
+
"loss": 0.3802,
|
548 |
+
"step": 38500
|
549 |
+
},
|
550 |
+
{
|
551 |
+
"epoch": 0.8575009344561465,
|
552 |
+
"grad_norm": 12.436211585998535,
|
553 |
+
"learning_rate": 2.4854994393263122e-05,
|
554 |
+
"loss": 0.3705,
|
555 |
+
"step": 39000
|
556 |
+
},
|
557 |
+
{
|
558 |
+
"epoch": 0.8684945361799433,
|
559 |
+
"grad_norm": 16.29452133178711,
|
560 |
+
"learning_rate": 2.478903278292034e-05,
|
561 |
+
"loss": 0.3921,
|
562 |
+
"step": 39500
|
563 |
+
},
|
564 |
+
{
|
565 |
+
"epoch": 0.87948813790374,
|
566 |
+
"grad_norm": 6.898037910461426,
|
567 |
+
"learning_rate": 2.472307117257756e-05,
|
568 |
+
"loss": 0.3925,
|
569 |
+
"step": 40000
|
570 |
+
},
|
571 |
+
{
|
572 |
+
"epoch": 0.8904817396275367,
|
573 |
+
"grad_norm": 6.402541160583496,
|
574 |
+
"learning_rate": 2.465710956223478e-05,
|
575 |
+
"loss": 0.3771,
|
576 |
+
"step": 40500
|
577 |
+
},
|
578 |
+
{
|
579 |
+
"epoch": 0.9014753413513336,
|
580 |
+
"grad_norm": 3.24283504486084,
|
581 |
+
"learning_rate": 2.4591147951892e-05,
|
582 |
+
"loss": 0.3698,
|
583 |
+
"step": 41000
|
584 |
+
},
|
585 |
+
{
|
586 |
+
"epoch": 0.9124689430751303,
|
587 |
+
"grad_norm": 7.773282527923584,
|
588 |
+
"learning_rate": 2.452518634154922e-05,
|
589 |
+
"loss": 0.3823,
|
590 |
+
"step": 41500
|
591 |
+
},
|
592 |
+
{
|
593 |
+
"epoch": 0.923462544798927,
|
594 |
+
"grad_norm": 4.645416736602783,
|
595 |
+
"learning_rate": 2.445922473120644e-05,
|
596 |
+
"loss": 0.3792,
|
597 |
+
"step": 42000
|
598 |
+
},
|
599 |
+
{
|
600 |
+
"epoch": 0.9344561465227238,
|
601 |
+
"grad_norm": 8.859955787658691,
|
602 |
+
"learning_rate": 2.4393263120863658e-05,
|
603 |
+
"loss": 0.3988,
|
604 |
+
"step": 42500
|
605 |
+
},
|
606 |
+
{
|
607 |
+
"epoch": 0.9454497482465205,
|
608 |
+
"grad_norm": 5.384950160980225,
|
609 |
+
"learning_rate": 2.4327301510520875e-05,
|
610 |
+
"loss": 0.367,
|
611 |
+
"step": 43000
|
612 |
+
},
|
613 |
+
{
|
614 |
+
"epoch": 0.9564433499703173,
|
615 |
+
"grad_norm": 21.994779586791992,
|
616 |
+
"learning_rate": 2.4261339900178096e-05,
|
617 |
+
"loss": 0.3768,
|
618 |
+
"step": 43500
|
619 |
+
},
|
620 |
+
{
|
621 |
+
"epoch": 0.967436951694114,
|
622 |
+
"grad_norm": 9.221137046813965,
|
623 |
+
"learning_rate": 2.4195378289835317e-05,
|
624 |
+
"loss": 0.3767,
|
625 |
+
"step": 44000
|
626 |
+
},
|
627 |
+
{
|
628 |
+
"epoch": 0.9784305534179107,
|
629 |
+
"grad_norm": 1.9626529216766357,
|
630 |
+
"learning_rate": 2.4129416679492538e-05,
|
631 |
+
"loss": 0.3626,
|
632 |
+
"step": 44500
|
633 |
+
},
|
634 |
+
{
|
635 |
+
"epoch": 0.9894241551417076,
|
636 |
+
"grad_norm": 19.04450798034668,
|
637 |
+
"learning_rate": 2.4063455069149755e-05,
|
638 |
+
"loss": 0.3754,
|
639 |
+
"step": 45000
|
640 |
+
},
|
641 |
+
{
|
642 |
+
"epoch": 1.0,
|
643 |
+
"eval_accuracy": 0.8456591367721558,
|
644 |
+
"eval_f1": 0.7902943944078505,
|
645 |
+
"eval_loss": 0.37383726239204407,
|
646 |
+
"eval_mcc": 0.6683280718139261,
|
647 |
+
"eval_runtime": 29.7825,
|
648 |
+
"eval_samples_per_second": 678.754,
|
649 |
+
"eval_steps_per_second": 84.848,
|
650 |
+
"step": 45481
|
651 |
+
},
|
652 |
+
{
|
653 |
+
"epoch": 1.0004177568655044,
|
654 |
+
"grad_norm": 14.85083293914795,
|
655 |
+
"learning_rate": 2.3997493458806976e-05,
|
656 |
+
"loss": 0.3783,
|
657 |
+
"step": 45500
|
658 |
+
},
|
659 |
+
{
|
660 |
+
"epoch": 1.011411358589301,
|
661 |
+
"grad_norm": 7.004974365234375,
|
662 |
+
"learning_rate": 2.3931531848464197e-05,
|
663 |
+
"loss": 0.3307,
|
664 |
+
"step": 46000
|
665 |
+
},
|
666 |
+
{
|
667 |
+
"epoch": 1.0224049603130978,
|
668 |
+
"grad_norm": 1.900647759437561,
|
669 |
+
"learning_rate": 2.386557023812141e-05,
|
670 |
+
"loss": 0.3454,
|
671 |
+
"step": 46500
|
672 |
+
},
|
673 |
+
{
|
674 |
+
"epoch": 1.0333985620368946,
|
675 |
+
"grad_norm": 13.517301559448242,
|
676 |
+
"learning_rate": 2.379960862777863e-05,
|
677 |
+
"loss": 0.3404,
|
678 |
+
"step": 47000
|
679 |
+
},
|
680 |
+
{
|
681 |
+
"epoch": 1.0443921637606912,
|
682 |
+
"grad_norm": 11.086533546447754,
|
683 |
+
"learning_rate": 2.3733647017435853e-05,
|
684 |
+
"loss": 0.344,
|
685 |
+
"step": 47500
|
686 |
+
},
|
687 |
+
{
|
688 |
+
"epoch": 1.055385765484488,
|
689 |
+
"grad_norm": 1.5423752069473267,
|
690 |
+
"learning_rate": 2.3667685407093073e-05,
|
691 |
+
"loss": 0.348,
|
692 |
+
"step": 48000
|
693 |
+
},
|
694 |
+
{
|
695 |
+
"epoch": 1.0663793672082849,
|
696 |
+
"grad_norm": 13.40974235534668,
|
697 |
+
"learning_rate": 2.360172379675029e-05,
|
698 |
+
"loss": 0.3353,
|
699 |
+
"step": 48500
|
700 |
+
},
|
701 |
+
{
|
702 |
+
"epoch": 1.0773729689320815,
|
703 |
+
"grad_norm": 8.961548805236816,
|
704 |
+
"learning_rate": 2.353576218640751e-05,
|
705 |
+
"loss": 0.3442,
|
706 |
+
"step": 49000
|
707 |
+
},
|
708 |
+
{
|
709 |
+
"epoch": 1.0883665706558783,
|
710 |
+
"grad_norm": 6.879663944244385,
|
711 |
+
"learning_rate": 2.3469800576064733e-05,
|
712 |
+
"loss": 0.331,
|
713 |
+
"step": 49500
|
714 |
+
},
|
715 |
+
{
|
716 |
+
"epoch": 1.099360172379675,
|
717 |
+
"grad_norm": 10.819347381591797,
|
718 |
+
"learning_rate": 2.3403838965721953e-05,
|
719 |
+
"loss": 0.3431,
|
720 |
+
"step": 50000
|
721 |
+
},
|
722 |
+
{
|
723 |
+
"epoch": 1.1103537741034717,
|
724 |
+
"grad_norm": 18.258974075317383,
|
725 |
+
"learning_rate": 2.3337877355379167e-05,
|
726 |
+
"loss": 0.3468,
|
727 |
+
"step": 50500
|
728 |
+
},
|
729 |
+
{
|
730 |
+
"epoch": 1.1213473758272685,
|
731 |
+
"grad_norm": 11.075167655944824,
|
732 |
+
"learning_rate": 2.3271915745036388e-05,
|
733 |
+
"loss": 0.3313,
|
734 |
+
"step": 51000
|
735 |
+
},
|
736 |
+
{
|
737 |
+
"epoch": 1.1323409775510653,
|
738 |
+
"grad_norm": 13.255118370056152,
|
739 |
+
"learning_rate": 2.320595413469361e-05,
|
740 |
+
"loss": 0.3379,
|
741 |
+
"step": 51500
|
742 |
+
},
|
743 |
+
{
|
744 |
+
"epoch": 1.1433345792748622,
|
745 |
+
"grad_norm": 9.165648460388184,
|
746 |
+
"learning_rate": 2.3139992524350827e-05,
|
747 |
+
"loss": 0.3402,
|
748 |
+
"step": 52000
|
749 |
+
},
|
750 |
+
{
|
751 |
+
"epoch": 1.1543281809986587,
|
752 |
+
"grad_norm": 20.563486099243164,
|
753 |
+
"learning_rate": 2.3074030914008047e-05,
|
754 |
+
"loss": 0.3429,
|
755 |
+
"step": 52500
|
756 |
+
},
|
757 |
+
{
|
758 |
+
"epoch": 1.1653217827224556,
|
759 |
+
"grad_norm": 23.879840850830078,
|
760 |
+
"learning_rate": 2.3008069303665268e-05,
|
761 |
+
"loss": 0.3437,
|
762 |
+
"step": 53000
|
763 |
+
},
|
764 |
+
{
|
765 |
+
"epoch": 1.1763153844462524,
|
766 |
+
"grad_norm": 16.95256996154785,
|
767 |
+
"learning_rate": 2.294210769332249e-05,
|
768 |
+
"loss": 0.3484,
|
769 |
+
"step": 53500
|
770 |
+
},
|
771 |
+
{
|
772 |
+
"epoch": 1.187308986170049,
|
773 |
+
"grad_norm": 23.673189163208008,
|
774 |
+
"learning_rate": 2.2876146082979707e-05,
|
775 |
+
"loss": 0.3175,
|
776 |
+
"step": 54000
|
777 |
+
},
|
778 |
+
{
|
779 |
+
"epoch": 1.1983025878938458,
|
780 |
+
"grad_norm": 12.443720817565918,
|
781 |
+
"learning_rate": 2.2810184472636927e-05,
|
782 |
+
"loss": 0.3471,
|
783 |
+
"step": 54500
|
784 |
+
},
|
785 |
+
{
|
786 |
+
"epoch": 1.2092961896176426,
|
787 |
+
"grad_norm": 6.558742046356201,
|
788 |
+
"learning_rate": 2.2744222862294145e-05,
|
789 |
+
"loss": 0.3463,
|
790 |
+
"step": 55000
|
791 |
+
},
|
792 |
+
{
|
793 |
+
"epoch": 1.2202897913414392,
|
794 |
+
"grad_norm": 3.0714826583862305,
|
795 |
+
"learning_rate": 2.2678261251951362e-05,
|
796 |
+
"loss": 0.3352,
|
797 |
+
"step": 55500
|
798 |
+
},
|
799 |
+
{
|
800 |
+
"epoch": 1.231283393065236,
|
801 |
+
"grad_norm": 6.919187068939209,
|
802 |
+
"learning_rate": 2.2612299641608583e-05,
|
803 |
+
"loss": 0.335,
|
804 |
+
"step": 56000
|
805 |
+
},
|
806 |
+
{
|
807 |
+
"epoch": 1.2422769947890329,
|
808 |
+
"grad_norm": 8.951086044311523,
|
809 |
+
"learning_rate": 2.2546338031265804e-05,
|
810 |
+
"loss": 0.3437,
|
811 |
+
"step": 56500
|
812 |
+
},
|
813 |
+
{
|
814 |
+
"epoch": 1.2532705965128295,
|
815 |
+
"grad_norm": 81.6339111328125,
|
816 |
+
"learning_rate": 2.2480376420923025e-05,
|
817 |
+
"loss": 0.318,
|
818 |
+
"step": 57000
|
819 |
+
},
|
820 |
+
{
|
821 |
+
"epoch": 1.2642641982366263,
|
822 |
+
"grad_norm": 10.197173118591309,
|
823 |
+
"learning_rate": 2.2414414810580242e-05,
|
824 |
+
"loss": 0.3478,
|
825 |
+
"step": 57500
|
826 |
+
},
|
827 |
+
{
|
828 |
+
"epoch": 1.275257799960423,
|
829 |
+
"grad_norm": 3.3102078437805176,
|
830 |
+
"learning_rate": 2.2348453200237463e-05,
|
831 |
+
"loss": 0.3316,
|
832 |
+
"step": 58000
|
833 |
+
},
|
834 |
+
{
|
835 |
+
"epoch": 1.2862514016842197,
|
836 |
+
"grad_norm": 7.871964454650879,
|
837 |
+
"learning_rate": 2.2282491589894684e-05,
|
838 |
+
"loss": 0.3329,
|
839 |
+
"step": 58500
|
840 |
+
},
|
841 |
+
{
|
842 |
+
"epoch": 1.2972450034080165,
|
843 |
+
"grad_norm": 13.741714477539062,
|
844 |
+
"learning_rate": 2.22165299795519e-05,
|
845 |
+
"loss": 0.3285,
|
846 |
+
"step": 59000
|
847 |
+
},
|
848 |
+
{
|
849 |
+
"epoch": 1.3082386051318133,
|
850 |
+
"grad_norm": 5.765045166015625,
|
851 |
+
"learning_rate": 2.215056836920912e-05,
|
852 |
+
"loss": 0.3363,
|
853 |
+
"step": 59500
|
854 |
+
},
|
855 |
+
{
|
856 |
+
"epoch": 1.31923220685561,
|
857 |
+
"grad_norm": 21.365049362182617,
|
858 |
+
"learning_rate": 2.208460675886634e-05,
|
859 |
+
"loss": 0.3475,
|
860 |
+
"step": 60000
|
861 |
+
},
|
862 |
+
{
|
863 |
+
"epoch": 1.3302258085794068,
|
864 |
+
"grad_norm": 16.869543075561523,
|
865 |
+
"learning_rate": 2.201864514852356e-05,
|
866 |
+
"loss": 0.3252,
|
867 |
+
"step": 60500
|
868 |
+
},
|
869 |
+
{
|
870 |
+
"epoch": 1.3412194103032036,
|
871 |
+
"grad_norm": 31.089399337768555,
|
872 |
+
"learning_rate": 2.1952683538180778e-05,
|
873 |
+
"loss": 0.3344,
|
874 |
+
"step": 61000
|
875 |
+
},
|
876 |
+
{
|
877 |
+
"epoch": 1.3522130120270002,
|
878 |
+
"grad_norm": 11.333529472351074,
|
879 |
+
"learning_rate": 2.1886721927838e-05,
|
880 |
+
"loss": 0.3641,
|
881 |
+
"step": 61500
|
882 |
+
},
|
883 |
+
{
|
884 |
+
"epoch": 1.363206613750797,
|
885 |
+
"grad_norm": 9.713915824890137,
|
886 |
+
"learning_rate": 2.182076031749522e-05,
|
887 |
+
"loss": 0.3415,
|
888 |
+
"step": 62000
|
889 |
+
},
|
890 |
+
{
|
891 |
+
"epoch": 1.3742002154745938,
|
892 |
+
"grad_norm": 8.068568229675293,
|
893 |
+
"learning_rate": 2.175479870715244e-05,
|
894 |
+
"loss": 0.3591,
|
895 |
+
"step": 62500
|
896 |
+
},
|
897 |
+
{
|
898 |
+
"epoch": 1.3851938171983904,
|
899 |
+
"grad_norm": 19.801572799682617,
|
900 |
+
"learning_rate": 2.1688837096809655e-05,
|
901 |
+
"loss": 0.335,
|
902 |
+
"step": 63000
|
903 |
+
},
|
904 |
+
{
|
905 |
+
"epoch": 1.3961874189221872,
|
906 |
+
"grad_norm": 28.160655975341797,
|
907 |
+
"learning_rate": 2.1622875486466876e-05,
|
908 |
+
"loss": 0.3374,
|
909 |
+
"step": 63500
|
910 |
+
},
|
911 |
+
{
|
912 |
+
"epoch": 1.407181020645984,
|
913 |
+
"grad_norm": 2.872919797897339,
|
914 |
+
"learning_rate": 2.1556913876124096e-05,
|
915 |
+
"loss": 0.3403,
|
916 |
+
"step": 64000
|
917 |
+
},
|
918 |
+
{
|
919 |
+
"epoch": 1.4181746223697809,
|
920 |
+
"grad_norm": 2.8728220462799072,
|
921 |
+
"learning_rate": 2.1490952265781317e-05,
|
922 |
+
"loss": 0.3384,
|
923 |
+
"step": 64500
|
924 |
+
},
|
925 |
+
{
|
926 |
+
"epoch": 1.4291682240935775,
|
927 |
+
"grad_norm": 5.093236923217773,
|
928 |
+
"learning_rate": 2.1424990655438535e-05,
|
929 |
+
"loss": 0.3305,
|
930 |
+
"step": 65000
|
931 |
+
},
|
932 |
+
{
|
933 |
+
"epoch": 1.4401618258173743,
|
934 |
+
"grad_norm": 17.081308364868164,
|
935 |
+
"learning_rate": 2.1359029045095756e-05,
|
936 |
+
"loss": 0.3589,
|
937 |
+
"step": 65500
|
938 |
+
},
|
939 |
+
{
|
940 |
+
"epoch": 1.451155427541171,
|
941 |
+
"grad_norm": 2.3248064517974854,
|
942 |
+
"learning_rate": 2.1293067434752976e-05,
|
943 |
+
"loss": 0.3313,
|
944 |
+
"step": 66000
|
945 |
+
},
|
946 |
+
{
|
947 |
+
"epoch": 1.462149029264968,
|
948 |
+
"grad_norm": 24.70163917541504,
|
949 |
+
"learning_rate": 2.1227105824410194e-05,
|
950 |
+
"loss": 0.3338,
|
951 |
+
"step": 66500
|
952 |
+
},
|
953 |
+
{
|
954 |
+
"epoch": 1.4731426309887645,
|
955 |
+
"grad_norm": 19.80680274963379,
|
956 |
+
"learning_rate": 2.116114421406741e-05,
|
957 |
+
"loss": 0.3487,
|
958 |
+
"step": 67000
|
959 |
+
},
|
960 |
+
{
|
961 |
+
"epoch": 1.4841362327125613,
|
962 |
+
"grad_norm": 2.365659713745117,
|
963 |
+
"learning_rate": 2.1095182603724632e-05,
|
964 |
+
"loss": 0.3479,
|
965 |
+
"step": 67500
|
966 |
+
},
|
967 |
+
{
|
968 |
+
"epoch": 1.4951298344363582,
|
969 |
+
"grad_norm": 2.9082655906677246,
|
970 |
+
"learning_rate": 2.1029220993381853e-05,
|
971 |
+
"loss": 0.3427,
|
972 |
+
"step": 68000
|
973 |
+
},
|
974 |
+
{
|
975 |
+
"epoch": 1.5061234361601548,
|
976 |
+
"grad_norm": 1.5247036218643188,
|
977 |
+
"learning_rate": 2.096325938303907e-05,
|
978 |
+
"loss": 0.321,
|
979 |
+
"step": 68500
|
980 |
+
},
|
981 |
+
{
|
982 |
+
"epoch": 1.5171170378839516,
|
983 |
+
"grad_norm": 13.082464218139648,
|
984 |
+
"learning_rate": 2.089729777269629e-05,
|
985 |
+
"loss": 0.347,
|
986 |
+
"step": 69000
|
987 |
+
},
|
988 |
+
{
|
989 |
+
"epoch": 1.5281106396077484,
|
990 |
+
"grad_norm": 32.83438491821289,
|
991 |
+
"learning_rate": 2.0831336162353512e-05,
|
992 |
+
"loss": 0.3382,
|
993 |
+
"step": 69500
|
994 |
+
},
|
995 |
+
{
|
996 |
+
"epoch": 1.539104241331545,
|
997 |
+
"grad_norm": 19.514705657958984,
|
998 |
+
"learning_rate": 2.0765374552010733e-05,
|
999 |
+
"loss": 0.334,
|
1000 |
+
"step": 70000
|
1001 |
+
},
|
1002 |
+
{
|
1003 |
+
"epoch": 1.5500978430553418,
|
1004 |
+
"grad_norm": 11.129077911376953,
|
1005 |
+
"learning_rate": 2.069941294166795e-05,
|
1006 |
+
"loss": 0.3376,
|
1007 |
+
"step": 70500
|
1008 |
+
},
|
1009 |
+
{
|
1010 |
+
"epoch": 1.5610914447791386,
|
1011 |
+
"grad_norm": 14.449658393859863,
|
1012 |
+
"learning_rate": 2.0633451331325168e-05,
|
1013 |
+
"loss": 0.3297,
|
1014 |
+
"step": 71000
|
1015 |
+
},
|
1016 |
+
{
|
1017 |
+
"epoch": 1.5720850465029352,
|
1018 |
+
"grad_norm": 4.129580974578857,
|
1019 |
+
"learning_rate": 2.056748972098239e-05,
|
1020 |
+
"loss": 0.3405,
|
1021 |
+
"step": 71500
|
1022 |
+
},
|
1023 |
+
{
|
1024 |
+
"epoch": 1.583078648226732,
|
1025 |
+
"grad_norm": 4.104194164276123,
|
1026 |
+
"learning_rate": 2.0501528110639606e-05,
|
1027 |
+
"loss": 0.3327,
|
1028 |
+
"step": 72000
|
1029 |
+
},
|
1030 |
+
{
|
1031 |
+
"epoch": 1.5940722499505289,
|
1032 |
+
"grad_norm": 12.376803398132324,
|
1033 |
+
"learning_rate": 2.0435566500296827e-05,
|
1034 |
+
"loss": 0.3178,
|
1035 |
+
"step": 72500
|
1036 |
+
},
|
1037 |
+
{
|
1038 |
+
"epoch": 1.6050658516743255,
|
1039 |
+
"grad_norm": 18.45488739013672,
|
1040 |
+
"learning_rate": 2.0369604889954048e-05,
|
1041 |
+
"loss": 0.3457,
|
1042 |
+
"step": 73000
|
1043 |
+
},
|
1044 |
+
{
|
1045 |
+
"epoch": 1.6160594533981223,
|
1046 |
+
"grad_norm": 6.8812174797058105,
|
1047 |
+
"learning_rate": 2.030364327961127e-05,
|
1048 |
+
"loss": 0.3452,
|
1049 |
+
"step": 73500
|
1050 |
+
},
|
1051 |
+
{
|
1052 |
+
"epoch": 1.6270530551219191,
|
1053 |
+
"grad_norm": 3.4659981727600098,
|
1054 |
+
"learning_rate": 2.0237681669268486e-05,
|
1055 |
+
"loss": 0.3407,
|
1056 |
+
"step": 74000
|
1057 |
+
},
|
1058 |
+
{
|
1059 |
+
"epoch": 1.6380466568457157,
|
1060 |
+
"grad_norm": 21.697237014770508,
|
1061 |
+
"learning_rate": 2.0171720058925707e-05,
|
1062 |
+
"loss": 0.3493,
|
1063 |
+
"step": 74500
|
1064 |
+
},
|
1065 |
+
{
|
1066 |
+
"epoch": 1.6490402585695125,
|
1067 |
+
"grad_norm": 20.997262954711914,
|
1068 |
+
"learning_rate": 2.0105758448582925e-05,
|
1069 |
+
"loss": 0.3453,
|
1070 |
+
"step": 75000
|
1071 |
+
},
|
1072 |
+
{
|
1073 |
+
"epoch": 1.6600338602933093,
|
1074 |
+
"grad_norm": 8.582404136657715,
|
1075 |
+
"learning_rate": 2.0039796838240142e-05,
|
1076 |
+
"loss": 0.344,
|
1077 |
+
"step": 75500
|
1078 |
+
},
|
1079 |
+
{
|
1080 |
+
"epoch": 1.671027462017106,
|
1081 |
+
"grad_norm": 15.028887748718262,
|
1082 |
+
"learning_rate": 1.9973835227897363e-05,
|
1083 |
+
"loss": 0.3428,
|
1084 |
+
"step": 76000
|
1085 |
+
},
|
1086 |
+
{
|
1087 |
+
"epoch": 1.6820210637409028,
|
1088 |
+
"grad_norm": 15.200948715209961,
|
1089 |
+
"learning_rate": 1.9907873617554584e-05,
|
1090 |
+
"loss": 0.3531,
|
1091 |
+
"step": 76500
|
1092 |
+
},
|
1093 |
+
{
|
1094 |
+
"epoch": 1.6930146654646996,
|
1095 |
+
"grad_norm": 12.243021011352539,
|
1096 |
+
"learning_rate": 1.9841912007211805e-05,
|
1097 |
+
"loss": 0.3288,
|
1098 |
+
"step": 77000
|
1099 |
+
},
|
1100 |
+
{
|
1101 |
+
"epoch": 1.7040082671884962,
|
1102 |
+
"grad_norm": 0.7417749166488647,
|
1103 |
+
"learning_rate": 1.9775950396869022e-05,
|
1104 |
+
"loss": 0.3305,
|
1105 |
+
"step": 77500
|
1106 |
+
},
|
1107 |
+
{
|
1108 |
+
"epoch": 1.715001868912293,
|
1109 |
+
"grad_norm": 12.099386215209961,
|
1110 |
+
"learning_rate": 1.9709988786526243e-05,
|
1111 |
+
"loss": 0.3521,
|
1112 |
+
"step": 78000
|
1113 |
+
},
|
1114 |
+
{
|
1115 |
+
"epoch": 1.7259954706360898,
|
1116 |
+
"grad_norm": 10.566434860229492,
|
1117 |
+
"learning_rate": 1.9644027176183464e-05,
|
1118 |
+
"loss": 0.3466,
|
1119 |
+
"step": 78500
|
1120 |
+
},
|
1121 |
+
{
|
1122 |
+
"epoch": 1.7369890723598864,
|
1123 |
+
"grad_norm": 1.6488581895828247,
|
1124 |
+
"learning_rate": 1.957806556584068e-05,
|
1125 |
+
"loss": 0.3453,
|
1126 |
+
"step": 79000
|
1127 |
+
},
|
1128 |
+
{
|
1129 |
+
"epoch": 1.7479826740836832,
|
1130 |
+
"grad_norm": 15.446043968200684,
|
1131 |
+
"learning_rate": 1.95121039554979e-05,
|
1132 |
+
"loss": 0.3547,
|
1133 |
+
"step": 79500
|
1134 |
+
},
|
1135 |
+
{
|
1136 |
+
"epoch": 1.75897627580748,
|
1137 |
+
"grad_norm": 3.6907153129577637,
|
1138 |
+
"learning_rate": 1.944614234515512e-05,
|
1139 |
+
"loss": 0.3346,
|
1140 |
+
"step": 80000
|
1141 |
+
},
|
1142 |
+
{
|
1143 |
+
"epoch": 1.7699698775312767,
|
1144 |
+
"grad_norm": 13.95593547821045,
|
1145 |
+
"learning_rate": 1.938018073481234e-05,
|
1146 |
+
"loss": 0.3325,
|
1147 |
+
"step": 80500
|
1148 |
+
},
|
1149 |
+
{
|
1150 |
+
"epoch": 1.7809634792550737,
|
1151 |
+
"grad_norm": 7.613198757171631,
|
1152 |
+
"learning_rate": 1.9314219124469558e-05,
|
1153 |
+
"loss": 0.3302,
|
1154 |
+
"step": 81000
|
1155 |
+
},
|
1156 |
+
{
|
1157 |
+
"epoch": 1.7919570809788703,
|
1158 |
+
"grad_norm": 17.56180191040039,
|
1159 |
+
"learning_rate": 1.924825751412678e-05,
|
1160 |
+
"loss": 0.3303,
|
1161 |
+
"step": 81500
|
1162 |
+
},
|
1163 |
+
{
|
1164 |
+
"epoch": 1.802950682702667,
|
1165 |
+
"grad_norm": 30.033525466918945,
|
1166 |
+
"learning_rate": 1.9182295903784e-05,
|
1167 |
+
"loss": 0.327,
|
1168 |
+
"step": 82000
|
1169 |
+
},
|
1170 |
+
{
|
1171 |
+
"epoch": 1.813944284426464,
|
1172 |
+
"grad_norm": 2.658094644546509,
|
1173 |
+
"learning_rate": 1.911633429344122e-05,
|
1174 |
+
"loss": 0.3462,
|
1175 |
+
"step": 82500
|
1176 |
+
},
|
1177 |
+
{
|
1178 |
+
"epoch": 1.8249378861502605,
|
1179 |
+
"grad_norm": 8.311567306518555,
|
1180 |
+
"learning_rate": 1.9050372683098434e-05,
|
1181 |
+
"loss": 0.3347,
|
1182 |
+
"step": 83000
|
1183 |
+
},
|
1184 |
+
{
|
1185 |
+
"epoch": 1.8359314878740571,
|
1186 |
+
"grad_norm": 17.150461196899414,
|
1187 |
+
"learning_rate": 1.8984411072755655e-05,
|
1188 |
+
"loss": 0.3282,
|
1189 |
+
"step": 83500
|
1190 |
+
},
|
1191 |
+
{
|
1192 |
+
"epoch": 1.8469250895978542,
|
1193 |
+
"grad_norm": 10.157220840454102,
|
1194 |
+
"learning_rate": 1.8918449462412876e-05,
|
1195 |
+
"loss": 0.3193,
|
1196 |
+
"step": 84000
|
1197 |
+
},
|
1198 |
+
{
|
1199 |
+
"epoch": 1.8579186913216508,
|
1200 |
+
"grad_norm": 4.80257511138916,
|
1201 |
+
"learning_rate": 1.8852487852070097e-05,
|
1202 |
+
"loss": 0.3541,
|
1203 |
+
"step": 84500
|
1204 |
+
},
|
1205 |
+
{
|
1206 |
+
"epoch": 1.8689122930454476,
|
1207 |
+
"grad_norm": 3.8798446655273438,
|
1208 |
+
"learning_rate": 1.8786526241727314e-05,
|
1209 |
+
"loss": 0.3483,
|
1210 |
+
"step": 85000
|
1211 |
+
},
|
1212 |
+
{
|
1213 |
+
"epoch": 1.8799058947692444,
|
1214 |
+
"grad_norm": 8.881115913391113,
|
1215 |
+
"learning_rate": 1.8720564631384535e-05,
|
1216 |
+
"loss": 0.3302,
|
1217 |
+
"step": 85500
|
1218 |
+
},
|
1219 |
+
{
|
1220 |
+
"epoch": 1.890899496493041,
|
1221 |
+
"grad_norm": 0.945717453956604,
|
1222 |
+
"learning_rate": 1.8654603021041756e-05,
|
1223 |
+
"loss": 0.336,
|
1224 |
+
"step": 86000
|
1225 |
+
},
|
1226 |
+
{
|
1227 |
+
"epoch": 1.9018930982168378,
|
1228 |
+
"grad_norm": 5.144163608551025,
|
1229 |
+
"learning_rate": 1.8588641410698974e-05,
|
1230 |
+
"loss": 0.3148,
|
1231 |
+
"step": 86500
|
1232 |
+
},
|
1233 |
+
{
|
1234 |
+
"epoch": 1.9128866999406346,
|
1235 |
+
"grad_norm": 1.5305918455123901,
|
1236 |
+
"learning_rate": 1.852267980035619e-05,
|
1237 |
+
"loss": 0.3395,
|
1238 |
+
"step": 87000
|
1239 |
+
},
|
1240 |
+
{
|
1241 |
+
"epoch": 1.9238803016644312,
|
1242 |
+
"grad_norm": 15.06664752960205,
|
1243 |
+
"learning_rate": 1.8456718190013412e-05,
|
1244 |
+
"loss": 0.341,
|
1245 |
+
"step": 87500
|
1246 |
+
},
|
1247 |
+
{
|
1248 |
+
"epoch": 1.934873903388228,
|
1249 |
+
"grad_norm": 33.20983123779297,
|
1250 |
+
"learning_rate": 1.8390756579670633e-05,
|
1251 |
+
"loss": 0.3619,
|
1252 |
+
"step": 88000
|
1253 |
+
},
|
1254 |
+
{
|
1255 |
+
"epoch": 1.9458675051120249,
|
1256 |
+
"grad_norm": 11.427024841308594,
|
1257 |
+
"learning_rate": 1.832479496932785e-05,
|
1258 |
+
"loss": 0.3474,
|
1259 |
+
"step": 88500
|
1260 |
+
},
|
1261 |
+
{
|
1262 |
+
"epoch": 1.9568611068358215,
|
1263 |
+
"grad_norm": 23.793506622314453,
|
1264 |
+
"learning_rate": 1.825883335898507e-05,
|
1265 |
+
"loss": 0.321,
|
1266 |
+
"step": 89000
|
1267 |
+
},
|
1268 |
+
{
|
1269 |
+
"epoch": 1.9678547085596183,
|
1270 |
+
"grad_norm": 3.9075679779052734,
|
1271 |
+
"learning_rate": 1.8192871748642292e-05,
|
1272 |
+
"loss": 0.33,
|
1273 |
+
"step": 89500
|
1274 |
+
},
|
1275 |
+
{
|
1276 |
+
"epoch": 1.9788483102834151,
|
1277 |
+
"grad_norm": 1.7106132507324219,
|
1278 |
+
"learning_rate": 1.8126910138299513e-05,
|
1279 |
+
"loss": 0.3562,
|
1280 |
+
"step": 90000
|
1281 |
+
},
|
1282 |
+
{
|
1283 |
+
"epoch": 1.9898419120072117,
|
1284 |
+
"grad_norm": 1.6460707187652588,
|
1285 |
+
"learning_rate": 1.806094852795673e-05,
|
1286 |
+
"loss": 0.3378,
|
1287 |
+
"step": 90500
|
1288 |
+
},
|
1289 |
+
{
|
1290 |
+
"epoch": 2.0,
|
1291 |
+
"eval_accuracy": 0.8638139963150024,
|
1292 |
+
"eval_f1": 0.8192264758027448,
|
1293 |
+
"eval_loss": 0.3989393711090088,
|
1294 |
+
"eval_mcc": 0.7101352338901957,
|
1295 |
+
"eval_runtime": 29.2332,
|
1296 |
+
"eval_samples_per_second": 691.508,
|
1297 |
+
"eval_steps_per_second": 86.443,
|
1298 |
+
"step": 90962
|
1299 |
+
},
|
1300 |
+
{
|
1301 |
+
"epoch": 2.0008355137310088,
|
1302 |
+
"grad_norm": 0.9355267882347107,
|
1303 |
+
"learning_rate": 1.7994986917613948e-05,
|
1304 |
+
"loss": 0.3212,
|
1305 |
+
"step": 91000
|
1306 |
+
},
|
1307 |
+
{
|
1308 |
+
"epoch": 2.0118291154548054,
|
1309 |
+
"grad_norm": 11.889479637145996,
|
1310 |
+
"learning_rate": 1.792902530727117e-05,
|
1311 |
+
"loss": 0.3003,
|
1312 |
+
"step": 91500
|
1313 |
+
},
|
1314 |
+
{
|
1315 |
+
"epoch": 2.022822717178602,
|
1316 |
+
"grad_norm": 5.802761077880859,
|
1317 |
+
"learning_rate": 1.7863063696928386e-05,
|
1318 |
+
"loss": 0.2923,
|
1319 |
+
"step": 92000
|
1320 |
+
},
|
1321 |
+
{
|
1322 |
+
"epoch": 2.033816318902399,
|
1323 |
+
"grad_norm": 7.432724475860596,
|
1324 |
+
"learning_rate": 1.7797102086585607e-05,
|
1325 |
+
"loss": 0.293,
|
1326 |
+
"step": 92500
|
1327 |
+
},
|
1328 |
+
{
|
1329 |
+
"epoch": 2.0448099206261956,
|
1330 |
+
"grad_norm": 4.792222499847412,
|
1331 |
+
"learning_rate": 1.7731140476242828e-05,
|
1332 |
+
"loss": 0.3043,
|
1333 |
+
"step": 93000
|
1334 |
+
},
|
1335 |
+
{
|
1336 |
+
"epoch": 2.055803522349992,
|
1337 |
+
"grad_norm": 8.417468070983887,
|
1338 |
+
"learning_rate": 1.766517886590005e-05,
|
1339 |
+
"loss": 0.2916,
|
1340 |
+
"step": 93500
|
1341 |
+
},
|
1342 |
+
{
|
1343 |
+
"epoch": 2.0667971240737892,
|
1344 |
+
"grad_norm": 1.0828003883361816,
|
1345 |
+
"learning_rate": 1.7599217255557266e-05,
|
1346 |
+
"loss": 0.3112,
|
1347 |
+
"step": 94000
|
1348 |
+
},
|
1349 |
+
{
|
1350 |
+
"epoch": 2.077790725797586,
|
1351 |
+
"grad_norm": 3.0800647735595703,
|
1352 |
+
"learning_rate": 1.7533255645214487e-05,
|
1353 |
+
"loss": 0.2804,
|
1354 |
+
"step": 94500
|
1355 |
+
},
|
1356 |
+
{
|
1357 |
+
"epoch": 2.0887843275213824,
|
1358 |
+
"grad_norm": 3.254809617996216,
|
1359 |
+
"learning_rate": 1.7467294034871704e-05,
|
1360 |
+
"loss": 0.2909,
|
1361 |
+
"step": 95000
|
1362 |
+
},
|
1363 |
+
{
|
1364 |
+
"epoch": 2.0997779292451795,
|
1365 |
+
"grad_norm": 2.6388871669769287,
|
1366 |
+
"learning_rate": 1.7401332424528925e-05,
|
1367 |
+
"loss": 0.305,
|
1368 |
+
"step": 95500
|
1369 |
+
},
|
1370 |
+
{
|
1371 |
+
"epoch": 2.110771530968976,
|
1372 |
+
"grad_norm": 16.700735092163086,
|
1373 |
+
"learning_rate": 1.7335370814186143e-05,
|
1374 |
+
"loss": 0.2901,
|
1375 |
+
"step": 96000
|
1376 |
+
},
|
1377 |
+
{
|
1378 |
+
"epoch": 2.1217651326927727,
|
1379 |
+
"grad_norm": 17.04293441772461,
|
1380 |
+
"learning_rate": 1.7269409203843363e-05,
|
1381 |
+
"loss": 0.3217,
|
1382 |
+
"step": 96500
|
1383 |
+
},
|
1384 |
+
{
|
1385 |
+
"epoch": 2.1327587344165697,
|
1386 |
+
"grad_norm": 1.1329630613327026,
|
1387 |
+
"learning_rate": 1.7203447593500584e-05,
|
1388 |
+
"loss": 0.2898,
|
1389 |
+
"step": 97000
|
1390 |
+
},
|
1391 |
+
{
|
1392 |
+
"epoch": 2.1437523361403663,
|
1393 |
+
"grad_norm": 36.23415756225586,
|
1394 |
+
"learning_rate": 1.7137485983157802e-05,
|
1395 |
+
"loss": 0.2864,
|
1396 |
+
"step": 97500
|
1397 |
+
},
|
1398 |
+
{
|
1399 |
+
"epoch": 2.154745937864163,
|
1400 |
+
"grad_norm": 106.94963836669922,
|
1401 |
+
"learning_rate": 1.7071524372815023e-05,
|
1402 |
+
"loss": 0.3083,
|
1403 |
+
"step": 98000
|
1404 |
+
},
|
1405 |
+
{
|
1406 |
+
"epoch": 2.16573953958796,
|
1407 |
+
"grad_norm": 0.37686920166015625,
|
1408 |
+
"learning_rate": 1.7005562762472243e-05,
|
1409 |
+
"loss": 0.3238,
|
1410 |
+
"step": 98500
|
1411 |
+
},
|
1412 |
+
{
|
1413 |
+
"epoch": 2.1767331413117565,
|
1414 |
+
"grad_norm": 36.30667495727539,
|
1415 |
+
"learning_rate": 1.693960115212946e-05,
|
1416 |
+
"loss": 0.2917,
|
1417 |
+
"step": 99000
|
1418 |
+
},
|
1419 |
+
{
|
1420 |
+
"epoch": 2.187726743035553,
|
1421 |
+
"grad_norm": 35.45988082885742,
|
1422 |
+
"learning_rate": 1.687363954178668e-05,
|
1423 |
+
"loss": 0.3009,
|
1424 |
+
"step": 99500
|
1425 |
+
},
|
1426 |
+
{
|
1427 |
+
"epoch": 2.19872034475935,
|
1428 |
+
"grad_norm": 0.25279441475868225,
|
1429 |
+
"learning_rate": 1.68076779314439e-05,
|
1430 |
+
"loss": 0.3158,
|
1431 |
+
"step": 100000
|
1432 |
+
},
|
1433 |
+
{
|
1434 |
+
"epoch": 2.209713946483147,
|
1435 |
+
"grad_norm": 10.676984786987305,
|
1436 |
+
"learning_rate": 1.674171632110112e-05,
|
1437 |
+
"loss": 0.3005,
|
1438 |
+
"step": 100500
|
1439 |
+
},
|
1440 |
+
{
|
1441 |
+
"epoch": 2.2207075482069434,
|
1442 |
+
"grad_norm": 19.04880714416504,
|
1443 |
+
"learning_rate": 1.6675754710758337e-05,
|
1444 |
+
"loss": 0.3018,
|
1445 |
+
"step": 101000
|
1446 |
+
},
|
1447 |
+
{
|
1448 |
+
"epoch": 2.2317011499307404,
|
1449 |
+
"grad_norm": 35.431583404541016,
|
1450 |
+
"learning_rate": 1.660979310041556e-05,
|
1451 |
+
"loss": 0.3135,
|
1452 |
+
"step": 101500
|
1453 |
+
},
|
1454 |
+
{
|
1455 |
+
"epoch": 2.242694751654537,
|
1456 |
+
"grad_norm": 0.3378468155860901,
|
1457 |
+
"learning_rate": 1.654383149007278e-05,
|
1458 |
+
"loss": 0.2779,
|
1459 |
+
"step": 102000
|
1460 |
+
},
|
1461 |
+
{
|
1462 |
+
"epoch": 2.2536883533783336,
|
1463 |
+
"grad_norm": 46.81476974487305,
|
1464 |
+
"learning_rate": 1.647786987973e-05,
|
1465 |
+
"loss": 0.279,
|
1466 |
+
"step": 102500
|
1467 |
+
},
|
1468 |
+
{
|
1469 |
+
"epoch": 2.2646819551021307,
|
1470 |
+
"grad_norm": 36.49277877807617,
|
1471 |
+
"learning_rate": 1.6411908269387214e-05,
|
1472 |
+
"loss": 0.3184,
|
1473 |
+
"step": 103000
|
1474 |
+
},
|
1475 |
+
{
|
1476 |
+
"epoch": 2.2756755568259273,
|
1477 |
+
"grad_norm": 12.877152442932129,
|
1478 |
+
"learning_rate": 1.6345946659044435e-05,
|
1479 |
+
"loss": 0.3024,
|
1480 |
+
"step": 103500
|
1481 |
+
},
|
1482 |
+
{
|
1483 |
+
"epoch": 2.2866691585497243,
|
1484 |
+
"grad_norm": 4.798713684082031,
|
1485 |
+
"learning_rate": 1.6279985048701656e-05,
|
1486 |
+
"loss": 0.3014,
|
1487 |
+
"step": 104000
|
1488 |
+
},
|
1489 |
+
{
|
1490 |
+
"epoch": 2.297662760273521,
|
1491 |
+
"grad_norm": 6.63606071472168,
|
1492 |
+
"learning_rate": 1.6214023438358877e-05,
|
1493 |
+
"loss": 0.3214,
|
1494 |
+
"step": 104500
|
1495 |
+
},
|
1496 |
+
{
|
1497 |
+
"epoch": 2.3086563619973175,
|
1498 |
+
"grad_norm": 13.403897285461426,
|
1499 |
+
"learning_rate": 1.6148061828016094e-05,
|
1500 |
+
"loss": 0.2943,
|
1501 |
+
"step": 105000
|
1502 |
+
},
|
1503 |
+
{
|
1504 |
+
"epoch": 2.3196499637211145,
|
1505 |
+
"grad_norm": 33.9350471496582,
|
1506 |
+
"learning_rate": 1.6082100217673315e-05,
|
1507 |
+
"loss": 0.302,
|
1508 |
+
"step": 105500
|
1509 |
+
},
|
1510 |
+
{
|
1511 |
+
"epoch": 2.330643565444911,
|
1512 |
+
"grad_norm": 3.330829620361328,
|
1513 |
+
"learning_rate": 1.6016138607330536e-05,
|
1514 |
+
"loss": 0.3087,
|
1515 |
+
"step": 106000
|
1516 |
+
},
|
1517 |
+
{
|
1518 |
+
"epoch": 2.3416371671687077,
|
1519 |
+
"grad_norm": 1.2686516046524048,
|
1520 |
+
"learning_rate": 1.5950176996987753e-05,
|
1521 |
+
"loss": 0.3007,
|
1522 |
+
"step": 106500
|
1523 |
+
},
|
1524 |
+
{
|
1525 |
+
"epoch": 2.3526307688925048,
|
1526 |
+
"grad_norm": 20.976926803588867,
|
1527 |
+
"learning_rate": 1.5884215386644974e-05,
|
1528 |
+
"loss": 0.3094,
|
1529 |
+
"step": 107000
|
1530 |
+
},
|
1531 |
+
{
|
1532 |
+
"epoch": 2.3636243706163014,
|
1533 |
+
"grad_norm": 0.7142143249511719,
|
1534 |
+
"learning_rate": 1.581825377630219e-05,
|
1535 |
+
"loss": 0.3169,
|
1536 |
+
"step": 107500
|
1537 |
+
},
|
1538 |
+
{
|
1539 |
+
"epoch": 2.374617972340098,
|
1540 |
+
"grad_norm": 6.738494873046875,
|
1541 |
+
"learning_rate": 1.5752292165959412e-05,
|
1542 |
+
"loss": 0.3101,
|
1543 |
+
"step": 108000
|
1544 |
+
},
|
1545 |
+
{
|
1546 |
+
"epoch": 2.385611574063895,
|
1547 |
+
"grad_norm": 0.8053629398345947,
|
1548 |
+
"learning_rate": 1.568633055561663e-05,
|
1549 |
+
"loss": 0.3208,
|
1550 |
+
"step": 108500
|
1551 |
+
},
|
1552 |
+
{
|
1553 |
+
"epoch": 2.3966051757876916,
|
1554 |
+
"grad_norm": 0.35285481810569763,
|
1555 |
+
"learning_rate": 1.562036894527385e-05,
|
1556 |
+
"loss": 0.2903,
|
1557 |
+
"step": 109000
|
1558 |
+
},
|
1559 |
+
{
|
1560 |
+
"epoch": 2.407598777511488,
|
1561 |
+
"grad_norm": 0.9598795771598816,
|
1562 |
+
"learning_rate": 1.555440733493107e-05,
|
1563 |
+
"loss": 0.3189,
|
1564 |
+
"step": 109500
|
1565 |
+
},
|
1566 |
+
{
|
1567 |
+
"epoch": 2.4185923792352853,
|
1568 |
+
"grad_norm": 8.283425331115723,
|
1569 |
+
"learning_rate": 1.5488445724588292e-05,
|
1570 |
+
"loss": 0.2922,
|
1571 |
+
"step": 110000
|
1572 |
+
},
|
1573 |
+
{
|
1574 |
+
"epoch": 2.429585980959082,
|
1575 |
+
"grad_norm": 2.2365481853485107,
|
1576 |
+
"learning_rate": 1.542248411424551e-05,
|
1577 |
+
"loss": 0.2865,
|
1578 |
+
"step": 110500
|
1579 |
+
},
|
1580 |
+
{
|
1581 |
+
"epoch": 2.4405795826828784,
|
1582 |
+
"grad_norm": 22.584705352783203,
|
1583 |
+
"learning_rate": 1.535652250390273e-05,
|
1584 |
+
"loss": 0.2883,
|
1585 |
+
"step": 111000
|
1586 |
+
},
|
1587 |
+
{
|
1588 |
+
"epoch": 2.4515731844066755,
|
1589 |
+
"grad_norm": 1.3138020038604736,
|
1590 |
+
"learning_rate": 1.5290560893559948e-05,
|
1591 |
+
"loss": 0.3233,
|
1592 |
+
"step": 111500
|
1593 |
+
},
|
1594 |
+
{
|
1595 |
+
"epoch": 2.462566786130472,
|
1596 |
+
"grad_norm": 17.076557159423828,
|
1597 |
+
"learning_rate": 1.5224599283217167e-05,
|
1598 |
+
"loss": 0.3017,
|
1599 |
+
"step": 112000
|
1600 |
+
},
|
1601 |
+
{
|
1602 |
+
"epoch": 2.4735603878542687,
|
1603 |
+
"grad_norm": 139.9231719970703,
|
1604 |
+
"learning_rate": 1.5158637672874386e-05,
|
1605 |
+
"loss": 0.3033,
|
1606 |
+
"step": 112500
|
1607 |
+
},
|
1608 |
+
{
|
1609 |
+
"epoch": 2.4845539895780657,
|
1610 |
+
"grad_norm": 8.334077835083008,
|
1611 |
+
"learning_rate": 1.5092676062531607e-05,
|
1612 |
+
"loss": 0.2925,
|
1613 |
+
"step": 113000
|
1614 |
+
},
|
1615 |
+
{
|
1616 |
+
"epoch": 2.4955475913018623,
|
1617 |
+
"grad_norm": 0.4488193094730377,
|
1618 |
+
"learning_rate": 1.5026714452188828e-05,
|
1619 |
+
"loss": 0.314,
|
1620 |
+
"step": 113500
|
1621 |
+
},
|
1622 |
+
{
|
1623 |
+
"epoch": 2.506541193025659,
|
1624 |
+
"grad_norm": 18.986644744873047,
|
1625 |
+
"learning_rate": 1.4960752841846047e-05,
|
1626 |
+
"loss": 0.3011,
|
1627 |
+
"step": 114000
|
1628 |
+
},
|
1629 |
+
{
|
1630 |
+
"epoch": 2.517534794749456,
|
1631 |
+
"grad_norm": 0.16863927245140076,
|
1632 |
+
"learning_rate": 1.4894791231503265e-05,
|
1633 |
+
"loss": 0.2845,
|
1634 |
+
"step": 114500
|
1635 |
+
},
|
1636 |
+
{
|
1637 |
+
"epoch": 2.5285283964732526,
|
1638 |
+
"grad_norm": 19.12157440185547,
|
1639 |
+
"learning_rate": 1.4828829621160486e-05,
|
1640 |
+
"loss": 0.3092,
|
1641 |
+
"step": 115000
|
1642 |
+
},
|
1643 |
+
{
|
1644 |
+
"epoch": 2.539521998197049,
|
1645 |
+
"grad_norm": 6.872998237609863,
|
1646 |
+
"learning_rate": 1.4762868010817705e-05,
|
1647 |
+
"loss": 0.3072,
|
1648 |
+
"step": 115500
|
1649 |
+
},
|
1650 |
+
{
|
1651 |
+
"epoch": 2.550515599920846,
|
1652 |
+
"grad_norm": 0.4193851947784424,
|
1653 |
+
"learning_rate": 1.4696906400474924e-05,
|
1654 |
+
"loss": 0.3004,
|
1655 |
+
"step": 116000
|
1656 |
+
},
|
1657 |
+
{
|
1658 |
+
"epoch": 2.561509201644643,
|
1659 |
+
"grad_norm": 0.6917738318443298,
|
1660 |
+
"learning_rate": 1.4630944790132143e-05,
|
1661 |
+
"loss": 0.2967,
|
1662 |
+
"step": 116500
|
1663 |
+
},
|
1664 |
+
{
|
1665 |
+
"epoch": 2.5725028033684394,
|
1666 |
+
"grad_norm": 10.825478553771973,
|
1667 |
+
"learning_rate": 1.4564983179789362e-05,
|
1668 |
+
"loss": 0.3086,
|
1669 |
+
"step": 117000
|
1670 |
+
},
|
1671 |
+
{
|
1672 |
+
"epoch": 2.5834964050922364,
|
1673 |
+
"grad_norm": 68.07927703857422,
|
1674 |
+
"learning_rate": 1.4499021569446583e-05,
|
1675 |
+
"loss": 0.2964,
|
1676 |
+
"step": 117500
|
1677 |
+
},
|
1678 |
+
{
|
1679 |
+
"epoch": 2.594490006816033,
|
1680 |
+
"grad_norm": 5.563518047332764,
|
1681 |
+
"learning_rate": 1.4433059959103802e-05,
|
1682 |
+
"loss": 0.3067,
|
1683 |
+
"step": 118000
|
1684 |
+
},
|
1685 |
+
{
|
1686 |
+
"epoch": 2.6054836085398296,
|
1687 |
+
"grad_norm": 4.1622633934021,
|
1688 |
+
"learning_rate": 1.4367098348761021e-05,
|
1689 |
+
"loss": 0.3019,
|
1690 |
+
"step": 118500
|
1691 |
+
},
|
1692 |
+
{
|
1693 |
+
"epoch": 2.6164772102636267,
|
1694 |
+
"grad_norm": 20.468860626220703,
|
1695 |
+
"learning_rate": 1.430113673841824e-05,
|
1696 |
+
"loss": 0.2857,
|
1697 |
+
"step": 119000
|
1698 |
+
},
|
1699 |
+
{
|
1700 |
+
"epoch": 2.6274708119874233,
|
1701 |
+
"grad_norm": 19.43634605407715,
|
1702 |
+
"learning_rate": 1.4235175128075461e-05,
|
1703 |
+
"loss": 0.3079,
|
1704 |
+
"step": 119500
|
1705 |
+
},
|
1706 |
+
{
|
1707 |
+
"epoch": 2.63846441371122,
|
1708 |
+
"grad_norm": 6.021149158477783,
|
1709 |
+
"learning_rate": 1.416921351773268e-05,
|
1710 |
+
"loss": 0.2901,
|
1711 |
+
"step": 120000
|
1712 |
+
},
|
1713 |
+
{
|
1714 |
+
"epoch": 2.649458015435017,
|
1715 |
+
"grad_norm": 8.589285850524902,
|
1716 |
+
"learning_rate": 1.41032519073899e-05,
|
1717 |
+
"loss": 0.3109,
|
1718 |
+
"step": 120500
|
1719 |
+
},
|
1720 |
+
{
|
1721 |
+
"epoch": 2.6604516171588135,
|
1722 |
+
"grad_norm": 16.921823501586914,
|
1723 |
+
"learning_rate": 1.4037290297047119e-05,
|
1724 |
+
"loss": 0.3002,
|
1725 |
+
"step": 121000
|
1726 |
+
},
|
1727 |
+
{
|
1728 |
+
"epoch": 2.67144521888261,
|
1729 |
+
"grad_norm": 16.486186981201172,
|
1730 |
+
"learning_rate": 1.3971328686704338e-05,
|
1731 |
+
"loss": 0.306,
|
1732 |
+
"step": 121500
|
1733 |
+
},
|
1734 |
+
{
|
1735 |
+
"epoch": 2.682438820606407,
|
1736 |
+
"grad_norm": 8.290379524230957,
|
1737 |
+
"learning_rate": 1.3905367076361559e-05,
|
1738 |
+
"loss": 0.3005,
|
1739 |
+
"step": 122000
|
1740 |
+
},
|
1741 |
+
{
|
1742 |
+
"epoch": 2.6934324223302037,
|
1743 |
+
"grad_norm": 0.8587543964385986,
|
1744 |
+
"learning_rate": 1.3839405466018776e-05,
|
1745 |
+
"loss": 0.29,
|
1746 |
+
"step": 122500
|
1747 |
+
},
|
1748 |
+
{
|
1749 |
+
"epoch": 2.7044260240540003,
|
1750 |
+
"grad_norm": 45.68854904174805,
|
1751 |
+
"learning_rate": 1.3773443855675997e-05,
|
1752 |
+
"loss": 0.3037,
|
1753 |
+
"step": 123000
|
1754 |
+
},
|
1755 |
+
{
|
1756 |
+
"epoch": 2.7154196257777974,
|
1757 |
+
"grad_norm": 13.316100120544434,
|
1758 |
+
"learning_rate": 1.3707482245333216e-05,
|
1759 |
+
"loss": 0.2717,
|
1760 |
+
"step": 123500
|
1761 |
+
},
|
1762 |
+
{
|
1763 |
+
"epoch": 2.726413227501594,
|
1764 |
+
"grad_norm": 5.796350479125977,
|
1765 |
+
"learning_rate": 1.3641520634990437e-05,
|
1766 |
+
"loss": 0.3116,
|
1767 |
+
"step": 124000
|
1768 |
+
},
|
1769 |
+
{
|
1770 |
+
"epoch": 2.7374068292253906,
|
1771 |
+
"grad_norm": 10.975761413574219,
|
1772 |
+
"learning_rate": 1.3575559024647655e-05,
|
1773 |
+
"loss": 0.3089,
|
1774 |
+
"step": 124500
|
1775 |
+
},
|
1776 |
+
{
|
1777 |
+
"epoch": 2.7484004309491876,
|
1778 |
+
"grad_norm": 99.86316680908203,
|
1779 |
+
"learning_rate": 1.3509597414304875e-05,
|
1780 |
+
"loss": 0.3071,
|
1781 |
+
"step": 125000
|
1782 |
+
},
|
1783 |
+
{
|
1784 |
+
"epoch": 2.759394032672984,
|
1785 |
+
"grad_norm": 92.33716583251953,
|
1786 |
+
"learning_rate": 1.3443635803962095e-05,
|
1787 |
+
"loss": 0.2881,
|
1788 |
+
"step": 125500
|
1789 |
+
},
|
1790 |
+
{
|
1791 |
+
"epoch": 2.770387634396781,
|
1792 |
+
"grad_norm": 20.75370979309082,
|
1793 |
+
"learning_rate": 1.3377674193619314e-05,
|
1794 |
+
"loss": 0.2922,
|
1795 |
+
"step": 126000
|
1796 |
+
},
|
1797 |
+
{
|
1798 |
+
"epoch": 2.781381236120578,
|
1799 |
+
"grad_norm": 63.51997756958008,
|
1800 |
+
"learning_rate": 1.3311712583276533e-05,
|
1801 |
+
"loss": 0.3016,
|
1802 |
+
"step": 126500
|
1803 |
+
},
|
1804 |
+
{
|
1805 |
+
"epoch": 2.7923748378443745,
|
1806 |
+
"grad_norm": 12.819772720336914,
|
1807 |
+
"learning_rate": 1.3245750972933752e-05,
|
1808 |
+
"loss": 0.3005,
|
1809 |
+
"step": 127000
|
1810 |
+
},
|
1811 |
+
{
|
1812 |
+
"epoch": 2.803368439568171,
|
1813 |
+
"grad_norm": 14.167094230651855,
|
1814 |
+
"learning_rate": 1.3179789362590973e-05,
|
1815 |
+
"loss": 0.3099,
|
1816 |
+
"step": 127500
|
1817 |
+
},
|
1818 |
+
{
|
1819 |
+
"epoch": 2.814362041291968,
|
1820 |
+
"grad_norm": 14.828591346740723,
|
1821 |
+
"learning_rate": 1.3113827752248192e-05,
|
1822 |
+
"loss": 0.2759,
|
1823 |
+
"step": 128000
|
1824 |
+
},
|
1825 |
+
{
|
1826 |
+
"epoch": 2.8253556430157647,
|
1827 |
+
"grad_norm": 9.91226577758789,
|
1828 |
+
"learning_rate": 1.3047866141905411e-05,
|
1829 |
+
"loss": 0.3025,
|
1830 |
+
"step": 128500
|
1831 |
+
},
|
1832 |
+
{
|
1833 |
+
"epoch": 2.8363492447395617,
|
1834 |
+
"grad_norm": 38.544525146484375,
|
1835 |
+
"learning_rate": 1.298190453156263e-05,
|
1836 |
+
"loss": 0.3038,
|
1837 |
+
"step": 129000
|
1838 |
+
},
|
1839 |
+
{
|
1840 |
+
"epoch": 2.8473428464633583,
|
1841 |
+
"grad_norm": 5.008056640625,
|
1842 |
+
"learning_rate": 1.2915942921219851e-05,
|
1843 |
+
"loss": 0.2947,
|
1844 |
+
"step": 129500
|
1845 |
+
},
|
1846 |
+
{
|
1847 |
+
"epoch": 2.858336448187155,
|
1848 |
+
"grad_norm": 14.466870307922363,
|
1849 |
+
"learning_rate": 1.284998131087707e-05,
|
1850 |
+
"loss": 0.2989,
|
1851 |
+
"step": 130000
|
1852 |
+
},
|
1853 |
+
{
|
1854 |
+
"epoch": 2.869330049910952,
|
1855 |
+
"grad_norm": 0.3647148907184601,
|
1856 |
+
"learning_rate": 1.278401970053429e-05,
|
1857 |
+
"loss": 0.2864,
|
1858 |
+
"step": 130500
|
1859 |
+
},
|
1860 |
+
{
|
1861 |
+
"epoch": 2.8803236516347486,
|
1862 |
+
"grad_norm": 0.18057258427143097,
|
1863 |
+
"learning_rate": 1.2718058090191509e-05,
|
1864 |
+
"loss": 0.2894,
|
1865 |
+
"step": 131000
|
1866 |
+
},
|
1867 |
+
{
|
1868 |
+
"epoch": 2.891317253358545,
|
1869 |
+
"grad_norm": 0.5057438015937805,
|
1870 |
+
"learning_rate": 1.2652096479848728e-05,
|
1871 |
+
"loss": 0.302,
|
1872 |
+
"step": 131500
|
1873 |
+
},
|
1874 |
+
{
|
1875 |
+
"epoch": 2.902310855082342,
|
1876 |
+
"grad_norm": 10.934133529663086,
|
1877 |
+
"learning_rate": 1.2586134869505949e-05,
|
1878 |
+
"loss": 0.3047,
|
1879 |
+
"step": 132000
|
1880 |
+
},
|
1881 |
+
{
|
1882 |
+
"epoch": 2.913304456806139,
|
1883 |
+
"grad_norm": 2.3341269493103027,
|
1884 |
+
"learning_rate": 1.2520173259163166e-05,
|
1885 |
+
"loss": 0.3011,
|
1886 |
+
"step": 132500
|
1887 |
+
},
|
1888 |
+
{
|
1889 |
+
"epoch": 2.924298058529936,
|
1890 |
+
"grad_norm": 0.3195688724517822,
|
1891 |
+
"learning_rate": 1.2454211648820387e-05,
|
1892 |
+
"loss": 0.2939,
|
1893 |
+
"step": 133000
|
1894 |
+
},
|
1895 |
+
{
|
1896 |
+
"epoch": 2.9352916602537324,
|
1897 |
+
"grad_norm": 8.257743835449219,
|
1898 |
+
"learning_rate": 1.2388250038477606e-05,
|
1899 |
+
"loss": 0.3057,
|
1900 |
+
"step": 133500
|
1901 |
+
},
|
1902 |
+
{
|
1903 |
+
"epoch": 2.946285261977529,
|
1904 |
+
"grad_norm": 20.577478408813477,
|
1905 |
+
"learning_rate": 1.2322288428134827e-05,
|
1906 |
+
"loss": 0.2966,
|
1907 |
+
"step": 134000
|
1908 |
+
},
|
1909 |
+
{
|
1910 |
+
"epoch": 2.957278863701326,
|
1911 |
+
"grad_norm": 0.777562141418457,
|
1912 |
+
"learning_rate": 1.2256326817792044e-05,
|
1913 |
+
"loss": 0.3013,
|
1914 |
+
"step": 134500
|
1915 |
+
},
|
1916 |
+
{
|
1917 |
+
"epoch": 2.9682724654251227,
|
1918 |
+
"grad_norm": 58.6212158203125,
|
1919 |
+
"learning_rate": 1.2190365207449265e-05,
|
1920 |
+
"loss": 0.2874,
|
1921 |
+
"step": 135000
|
1922 |
+
},
|
1923 |
+
{
|
1924 |
+
"epoch": 2.9792660671489193,
|
1925 |
+
"grad_norm": 69.42217254638672,
|
1926 |
+
"learning_rate": 1.2124403597106484e-05,
|
1927 |
+
"loss": 0.293,
|
1928 |
+
"step": 135500
|
1929 |
+
},
|
1930 |
+
{
|
1931 |
+
"epoch": 2.9902596688727163,
|
1932 |
+
"grad_norm": 4.408263683319092,
|
1933 |
+
"learning_rate": 1.2058441986763704e-05,
|
1934 |
+
"loss": 0.3005,
|
1935 |
+
"step": 136000
|
1936 |
+
},
|
1937 |
+
{
|
1938 |
+
"epoch": 3.0,
|
1939 |
+
"eval_accuracy": 0.8718278408050537,
|
1940 |
+
"eval_f1": 0.8299757201916136,
|
1941 |
+
"eval_loss": 0.42042940855026245,
|
1942 |
+
"eval_mcc": 0.7272909835972381,
|
1943 |
+
"eval_runtime": 28.09,
|
1944 |
+
"eval_samples_per_second": 719.65,
|
1945 |
+
"eval_steps_per_second": 89.961,
|
1946 |
+
"step": 136443
|
1947 |
+
},
|
1948 |
+
{
|
1949 |
+
"epoch": 3.001253270596513,
|
1950 |
+
"grad_norm": 6.014369010925293,
|
1951 |
+
"learning_rate": 1.1992480376420923e-05,
|
1952 |
+
"loss": 0.281,
|
1953 |
+
"step": 136500
|
1954 |
+
},
|
1955 |
+
{
|
1956 |
+
"epoch": 3.0122468723203095,
|
1957 |
+
"grad_norm": 10.639359474182129,
|
1958 |
+
"learning_rate": 1.1926518766078142e-05,
|
1959 |
+
"loss": 0.2556,
|
1960 |
+
"step": 137000
|
1961 |
+
},
|
1962 |
+
{
|
1963 |
+
"epoch": 3.023240474044106,
|
1964 |
+
"grad_norm": 3.0724806785583496,
|
1965 |
+
"learning_rate": 1.1860557155735363e-05,
|
1966 |
+
"loss": 0.2414,
|
1967 |
+
"step": 137500
|
1968 |
+
},
|
1969 |
+
{
|
1970 |
+
"epoch": 3.034234075767903,
|
1971 |
+
"grad_norm": 0.3316449522972107,
|
1972 |
+
"learning_rate": 1.1794595545392582e-05,
|
1973 |
+
"loss": 0.2539,
|
1974 |
+
"step": 138000
|
1975 |
+
},
|
1976 |
+
{
|
1977 |
+
"epoch": 3.0452276774916998,
|
1978 |
+
"grad_norm": 23.327177047729492,
|
1979 |
+
"learning_rate": 1.1728633935049801e-05,
|
1980 |
+
"loss": 0.2374,
|
1981 |
+
"step": 138500
|
1982 |
+
},
|
1983 |
+
{
|
1984 |
+
"epoch": 3.056221279215497,
|
1985 |
+
"grad_norm": 0.7128089666366577,
|
1986 |
+
"learning_rate": 1.166267232470702e-05,
|
1987 |
+
"loss": 0.2476,
|
1988 |
+
"step": 139000
|
1989 |
+
},
|
1990 |
+
{
|
1991 |
+
"epoch": 3.0672148809392934,
|
1992 |
+
"grad_norm": 189.15638732910156,
|
1993 |
+
"learning_rate": 1.1596710714364241e-05,
|
1994 |
+
"loss": 0.2431,
|
1995 |
+
"step": 139500
|
1996 |
+
},
|
1997 |
+
{
|
1998 |
+
"epoch": 3.07820848266309,
|
1999 |
+
"grad_norm": 17.80859375,
|
2000 |
+
"learning_rate": 1.153074910402146e-05,
|
2001 |
+
"loss": 0.225,
|
2002 |
+
"step": 140000
|
2003 |
+
},
|
2004 |
+
{
|
2005 |
+
"epoch": 3.089202084386887,
|
2006 |
+
"grad_norm": 0.14886409044265747,
|
2007 |
+
"learning_rate": 1.146478749367868e-05,
|
2008 |
+
"loss": 0.2495,
|
2009 |
+
"step": 140500
|
2010 |
+
},
|
2011 |
+
{
|
2012 |
+
"epoch": 3.1001956861106836,
|
2013 |
+
"grad_norm": 0.5925188064575195,
|
2014 |
+
"learning_rate": 1.1398825883335899e-05,
|
2015 |
+
"loss": 0.2541,
|
2016 |
+
"step": 141000
|
2017 |
+
},
|
2018 |
+
{
|
2019 |
+
"epoch": 3.1111892878344802,
|
2020 |
+
"grad_norm": 9.857983589172363,
|
2021 |
+
"learning_rate": 1.1332864272993118e-05,
|
2022 |
+
"loss": 0.2565,
|
2023 |
+
"step": 141500
|
2024 |
+
},
|
2025 |
+
{
|
2026 |
+
"epoch": 3.1221828895582773,
|
2027 |
+
"grad_norm": 0.7951391339302063,
|
2028 |
+
"learning_rate": 1.1266902662650339e-05,
|
2029 |
+
"loss": 0.2561,
|
2030 |
+
"step": 142000
|
2031 |
+
},
|
2032 |
+
{
|
2033 |
+
"epoch": 3.133176491282074,
|
2034 |
+
"grad_norm": 61.58017349243164,
|
2035 |
+
"learning_rate": 1.1200941052307556e-05,
|
2036 |
+
"loss": 0.2361,
|
2037 |
+
"step": 142500
|
2038 |
+
},
|
2039 |
+
{
|
2040 |
+
"epoch": 3.1441700930058705,
|
2041 |
+
"grad_norm": 9.199590682983398,
|
2042 |
+
"learning_rate": 1.1134979441964777e-05,
|
2043 |
+
"loss": 0.2559,
|
2044 |
+
"step": 143000
|
2045 |
+
},
|
2046 |
+
{
|
2047 |
+
"epoch": 3.1551636947296675,
|
2048 |
+
"grad_norm": 1.7396503686904907,
|
2049 |
+
"learning_rate": 1.1069017831621996e-05,
|
2050 |
+
"loss": 0.2543,
|
2051 |
+
"step": 143500
|
2052 |
+
},
|
2053 |
+
{
|
2054 |
+
"epoch": 3.166157296453464,
|
2055 |
+
"grad_norm": 185.94760131835938,
|
2056 |
+
"learning_rate": 1.1003056221279217e-05,
|
2057 |
+
"loss": 0.2309,
|
2058 |
+
"step": 144000
|
2059 |
+
},
|
2060 |
+
{
|
2061 |
+
"epoch": 3.1771508981772607,
|
2062 |
+
"grad_norm": 42.58454132080078,
|
2063 |
+
"learning_rate": 1.0937094610936434e-05,
|
2064 |
+
"loss": 0.2634,
|
2065 |
+
"step": 144500
|
2066 |
+
},
|
2067 |
+
{
|
2068 |
+
"epoch": 3.1881444999010577,
|
2069 |
+
"grad_norm": 0.19487299025058746,
|
2070 |
+
"learning_rate": 1.0871133000593655e-05,
|
2071 |
+
"loss": 0.2668,
|
2072 |
+
"step": 145000
|
2073 |
+
},
|
2074 |
+
{
|
2075 |
+
"epoch": 3.1991381016248543,
|
2076 |
+
"grad_norm": 0.11774999648332596,
|
2077 |
+
"learning_rate": 1.0805171390250874e-05,
|
2078 |
+
"loss": 0.2531,
|
2079 |
+
"step": 145500
|
2080 |
+
},
|
2081 |
+
{
|
2082 |
+
"epoch": 3.210131703348651,
|
2083 |
+
"grad_norm": 0.8709030747413635,
|
2084 |
+
"learning_rate": 1.0739209779908093e-05,
|
2085 |
+
"loss": 0.2579,
|
2086 |
+
"step": 146000
|
2087 |
+
},
|
2088 |
+
{
|
2089 |
+
"epoch": 3.221125305072448,
|
2090 |
+
"grad_norm": 0.26620733737945557,
|
2091 |
+
"learning_rate": 1.0673248169565313e-05,
|
2092 |
+
"loss": 0.2456,
|
2093 |
+
"step": 146500
|
2094 |
+
},
|
2095 |
+
{
|
2096 |
+
"epoch": 3.2321189067962446,
|
2097 |
+
"grad_norm": 30.161376953125,
|
2098 |
+
"learning_rate": 1.0607286559222532e-05,
|
2099 |
+
"loss": 0.2588,
|
2100 |
+
"step": 147000
|
2101 |
+
},
|
2102 |
+
{
|
2103 |
+
"epoch": 3.243112508520041,
|
2104 |
+
"grad_norm": 14.72189998626709,
|
2105 |
+
"learning_rate": 1.0541324948879753e-05,
|
2106 |
+
"loss": 0.2538,
|
2107 |
+
"step": 147500
|
2108 |
+
},
|
2109 |
+
{
|
2110 |
+
"epoch": 3.2541061102438382,
|
2111 |
+
"grad_norm": 22.82953453063965,
|
2112 |
+
"learning_rate": 1.0475363338536972e-05,
|
2113 |
+
"loss": 0.2398,
|
2114 |
+
"step": 148000
|
2115 |
+
},
|
2116 |
+
{
|
2117 |
+
"epoch": 3.265099711967635,
|
2118 |
+
"grad_norm": 1.3340407609939575,
|
2119 |
+
"learning_rate": 1.0409401728194191e-05,
|
2120 |
+
"loss": 0.2619,
|
2121 |
+
"step": 148500
|
2122 |
+
},
|
2123 |
+
{
|
2124 |
+
"epoch": 3.2760933136914314,
|
2125 |
+
"grad_norm": 4.700684070587158,
|
2126 |
+
"learning_rate": 1.034344011785141e-05,
|
2127 |
+
"loss": 0.2563,
|
2128 |
+
"step": 149000
|
2129 |
+
},
|
2130 |
+
{
|
2131 |
+
"epoch": 3.2870869154152285,
|
2132 |
+
"grad_norm": 49.13290786743164,
|
2133 |
+
"learning_rate": 1.0277478507508631e-05,
|
2134 |
+
"loss": 0.2756,
|
2135 |
+
"step": 149500
|
2136 |
+
},
|
2137 |
+
{
|
2138 |
+
"epoch": 3.298080517139025,
|
2139 |
+
"grad_norm": 0.5340966582298279,
|
2140 |
+
"learning_rate": 1.021151689716585e-05,
|
2141 |
+
"loss": 0.249,
|
2142 |
+
"step": 150000
|
2143 |
+
},
|
2144 |
+
{
|
2145 |
+
"epoch": 3.3090741188628217,
|
2146 |
+
"grad_norm": 156.9650115966797,
|
2147 |
+
"learning_rate": 1.014555528682307e-05,
|
2148 |
+
"loss": 0.237,
|
2149 |
+
"step": 150500
|
2150 |
+
},
|
2151 |
+
{
|
2152 |
+
"epoch": 3.3200677205866187,
|
2153 |
+
"grad_norm": 0.09667583554983139,
|
2154 |
+
"learning_rate": 1.0079593676480288e-05,
|
2155 |
+
"loss": 0.2621,
|
2156 |
+
"step": 151000
|
2157 |
+
},
|
2158 |
+
{
|
2159 |
+
"epoch": 3.3310613223104153,
|
2160 |
+
"grad_norm": 9.222663879394531,
|
2161 |
+
"learning_rate": 1.0013632066137508e-05,
|
2162 |
+
"loss": 0.2457,
|
2163 |
+
"step": 151500
|
2164 |
+
},
|
2165 |
+
{
|
2166 |
+
"epoch": 3.342054924034212,
|
2167 |
+
"grad_norm": 14.612710952758789,
|
2168 |
+
"learning_rate": 9.947670455794728e-06,
|
2169 |
+
"loss": 0.2555,
|
2170 |
+
"step": 152000
|
2171 |
+
},
|
2172 |
+
{
|
2173 |
+
"epoch": 3.353048525758009,
|
2174 |
+
"grad_norm": 50.92832565307617,
|
2175 |
+
"learning_rate": 9.881708845451946e-06,
|
2176 |
+
"loss": 0.2394,
|
2177 |
+
"step": 152500
|
2178 |
+
},
|
2179 |
+
{
|
2180 |
+
"epoch": 3.3640421274818055,
|
2181 |
+
"grad_norm": 1.5905165672302246,
|
2182 |
+
"learning_rate": 9.815747235109167e-06,
|
2183 |
+
"loss": 0.2408,
|
2184 |
+
"step": 153000
|
2185 |
+
},
|
2186 |
+
{
|
2187 |
+
"epoch": 3.375035729205602,
|
2188 |
+
"grad_norm": 34.99452209472656,
|
2189 |
+
"learning_rate": 9.749785624766386e-06,
|
2190 |
+
"loss": 0.2351,
|
2191 |
+
"step": 153500
|
2192 |
+
},
|
2193 |
+
{
|
2194 |
+
"epoch": 3.386029330929399,
|
2195 |
+
"grad_norm": 1.3218666315078735,
|
2196 |
+
"learning_rate": 9.683824014423607e-06,
|
2197 |
+
"loss": 0.2494,
|
2198 |
+
"step": 154000
|
2199 |
+
},
|
2200 |
+
{
|
2201 |
+
"epoch": 3.3970229326531958,
|
2202 |
+
"grad_norm": 19.163127899169922,
|
2203 |
+
"learning_rate": 9.617862404080824e-06,
|
2204 |
+
"loss": 0.2716,
|
2205 |
+
"step": 154500
|
2206 |
+
},
|
2207 |
+
{
|
2208 |
+
"epoch": 3.4080165343769924,
|
2209 |
+
"grad_norm": 0.3468831479549408,
|
2210 |
+
"learning_rate": 9.551900793738045e-06,
|
2211 |
+
"loss": 0.2617,
|
2212 |
+
"step": 155000
|
2213 |
+
},
|
2214 |
+
{
|
2215 |
+
"epoch": 3.4190101361007894,
|
2216 |
+
"grad_norm": 19.626012802124023,
|
2217 |
+
"learning_rate": 9.485939183395264e-06,
|
2218 |
+
"loss": 0.2651,
|
2219 |
+
"step": 155500
|
2220 |
+
},
|
2221 |
+
{
|
2222 |
+
"epoch": 3.430003737824586,
|
2223 |
+
"grad_norm": 17.755313873291016,
|
2224 |
+
"learning_rate": 9.419977573052483e-06,
|
2225 |
+
"loss": 0.2487,
|
2226 |
+
"step": 156000
|
2227 |
+
},
|
2228 |
+
{
|
2229 |
+
"epoch": 3.4409973395483826,
|
2230 |
+
"grad_norm": 14.6954984664917,
|
2231 |
+
"learning_rate": 9.354015962709702e-06,
|
2232 |
+
"loss": 0.2579,
|
2233 |
+
"step": 156500
|
2234 |
+
},
|
2235 |
+
{
|
2236 |
+
"epoch": 3.4519909412721796,
|
2237 |
+
"grad_norm": 24.834569931030273,
|
2238 |
+
"learning_rate": 9.288054352366922e-06,
|
2239 |
+
"loss": 0.2343,
|
2240 |
+
"step": 157000
|
2241 |
+
},
|
2242 |
+
{
|
2243 |
+
"epoch": 3.4629845429959762,
|
2244 |
+
"grad_norm": 11.748075485229492,
|
2245 |
+
"learning_rate": 9.222092742024142e-06,
|
2246 |
+
"loss": 0.2493,
|
2247 |
+
"step": 157500
|
2248 |
+
},
|
2249 |
+
{
|
2250 |
+
"epoch": 3.473978144719773,
|
2251 |
+
"grad_norm": 0.26250067353248596,
|
2252 |
+
"learning_rate": 9.156131131681362e-06,
|
2253 |
+
"loss": 0.2518,
|
2254 |
+
"step": 158000
|
2255 |
+
},
|
2256 |
+
{
|
2257 |
+
"epoch": 3.48497174644357,
|
2258 |
+
"grad_norm": 0.31238773465156555,
|
2259 |
+
"learning_rate": 9.09016952133858e-06,
|
2260 |
+
"loss": 0.2563,
|
2261 |
+
"step": 158500
|
2262 |
+
},
|
2263 |
+
{
|
2264 |
+
"epoch": 3.4959653481673665,
|
2265 |
+
"grad_norm": 0.38414067029953003,
|
2266 |
+
"learning_rate": 9.0242079109958e-06,
|
2267 |
+
"loss": 0.2605,
|
2268 |
+
"step": 159000
|
2269 |
+
},
|
2270 |
+
{
|
2271 |
+
"epoch": 3.506958949891163,
|
2272 |
+
"grad_norm": 0.26335904002189636,
|
2273 |
+
"learning_rate": 8.95824630065302e-06,
|
2274 |
+
"loss": 0.25,
|
2275 |
+
"step": 159500
|
2276 |
+
},
|
2277 |
+
{
|
2278 |
+
"epoch": 3.51795255161496,
|
2279 |
+
"grad_norm": 11.267284393310547,
|
2280 |
+
"learning_rate": 8.89228469031024e-06,
|
2281 |
+
"loss": 0.2446,
|
2282 |
+
"step": 160000
|
2283 |
+
},
|
2284 |
+
{
|
2285 |
+
"epoch": 3.5289461533387567,
|
2286 |
+
"grad_norm": 13.036714553833008,
|
2287 |
+
"learning_rate": 8.826323079967459e-06,
|
2288 |
+
"loss": 0.2341,
|
2289 |
+
"step": 160500
|
2290 |
+
},
|
2291 |
+
{
|
2292 |
+
"epoch": 3.5399397550625533,
|
2293 |
+
"grad_norm": 9.3615140914917,
|
2294 |
+
"learning_rate": 8.760361469624678e-06,
|
2295 |
+
"loss": 0.2632,
|
2296 |
+
"step": 161000
|
2297 |
+
},
|
2298 |
+
{
|
2299 |
+
"epoch": 3.5509333567863504,
|
2300 |
+
"grad_norm": 0.3549996018409729,
|
2301 |
+
"learning_rate": 8.694399859281897e-06,
|
2302 |
+
"loss": 0.2507,
|
2303 |
+
"step": 161500
|
2304 |
+
},
|
2305 |
+
{
|
2306 |
+
"epoch": 3.561926958510147,
|
2307 |
+
"grad_norm": 0.46619582176208496,
|
2308 |
+
"learning_rate": 8.628438248939118e-06,
|
2309 |
+
"loss": 0.2543,
|
2310 |
+
"step": 162000
|
2311 |
+
},
|
2312 |
+
{
|
2313 |
+
"epoch": 3.572920560233944,
|
2314 |
+
"grad_norm": 0.9738485217094421,
|
2315 |
+
"learning_rate": 8.562476638596337e-06,
|
2316 |
+
"loss": 0.2672,
|
2317 |
+
"step": 162500
|
2318 |
+
},
|
2319 |
+
{
|
2320 |
+
"epoch": 3.5839141619577406,
|
2321 |
+
"grad_norm": 12.682645797729492,
|
2322 |
+
"learning_rate": 8.496515028253557e-06,
|
2323 |
+
"loss": 0.2422,
|
2324 |
+
"step": 163000
|
2325 |
+
},
|
2326 |
+
{
|
2327 |
+
"epoch": 3.594907763681537,
|
2328 |
+
"grad_norm": 0.33584246039390564,
|
2329 |
+
"learning_rate": 8.430553417910776e-06,
|
2330 |
+
"loss": 0.2597,
|
2331 |
+
"step": 163500
|
2332 |
+
},
|
2333 |
+
{
|
2334 |
+
"epoch": 3.6059013654053342,
|
2335 |
+
"grad_norm": 8.06340217590332,
|
2336 |
+
"learning_rate": 8.364591807567997e-06,
|
2337 |
+
"loss": 0.271,
|
2338 |
+
"step": 164000
|
2339 |
+
},
|
2340 |
+
{
|
2341 |
+
"epoch": 3.616894967129131,
|
2342 |
+
"grad_norm": 0.4343748688697815,
|
2343 |
+
"learning_rate": 8.298630197225216e-06,
|
2344 |
+
"loss": 0.2686,
|
2345 |
+
"step": 164500
|
2346 |
+
},
|
2347 |
+
{
|
2348 |
+
"epoch": 3.6278885688529274,
|
2349 |
+
"grad_norm": 38.23839569091797,
|
2350 |
+
"learning_rate": 8.232668586882435e-06,
|
2351 |
+
"loss": 0.2605,
|
2352 |
+
"step": 165000
|
2353 |
+
},
|
2354 |
+
{
|
2355 |
+
"epoch": 3.6388821705767245,
|
2356 |
+
"grad_norm": 20.085224151611328,
|
2357 |
+
"learning_rate": 8.166706976539654e-06,
|
2358 |
+
"loss": 0.2449,
|
2359 |
+
"step": 165500
|
2360 |
+
},
|
2361 |
+
{
|
2362 |
+
"epoch": 3.649875772300521,
|
2363 |
+
"grad_norm": 0.3538534641265869,
|
2364 |
+
"learning_rate": 8.100745366196875e-06,
|
2365 |
+
"loss": 0.2436,
|
2366 |
+
"step": 166000
|
2367 |
+
},
|
2368 |
+
{
|
2369 |
+
"epoch": 3.660869374024318,
|
2370 |
+
"grad_norm": 0.3242553174495697,
|
2371 |
+
"learning_rate": 8.034783755854094e-06,
|
2372 |
+
"loss": 0.2468,
|
2373 |
+
"step": 166500
|
2374 |
+
},
|
2375 |
+
{
|
2376 |
+
"epoch": 3.6718629757481147,
|
2377 |
+
"grad_norm": 28.696617126464844,
|
2378 |
+
"learning_rate": 7.968822145511311e-06,
|
2379 |
+
"loss": 0.2621,
|
2380 |
+
"step": 167000
|
2381 |
+
},
|
2382 |
+
{
|
2383 |
+
"epoch": 3.6828565774719113,
|
2384 |
+
"grad_norm": 0.26111406087875366,
|
2385 |
+
"learning_rate": 7.902860535168532e-06,
|
2386 |
+
"loss": 0.2519,
|
2387 |
+
"step": 167500
|
2388 |
+
},
|
2389 |
+
{
|
2390 |
+
"epoch": 3.6938501791957083,
|
2391 |
+
"grad_norm": 0.24540553987026215,
|
2392 |
+
"learning_rate": 7.836898924825751e-06,
|
2393 |
+
"loss": 0.2515,
|
2394 |
+
"step": 168000
|
2395 |
+
},
|
2396 |
+
{
|
2397 |
+
"epoch": 3.704843780919505,
|
2398 |
+
"grad_norm": 0.4676073491573334,
|
2399 |
+
"learning_rate": 7.770937314482972e-06,
|
2400 |
+
"loss": 0.256,
|
2401 |
+
"step": 168500
|
2402 |
+
},
|
2403 |
+
{
|
2404 |
+
"epoch": 3.7158373826433015,
|
2405 |
+
"grad_norm": 87.25594329833984,
|
2406 |
+
"learning_rate": 7.70497570414019e-06,
|
2407 |
+
"loss": 0.2354,
|
2408 |
+
"step": 169000
|
2409 |
+
},
|
2410 |
+
{
|
2411 |
+
"epoch": 3.7268309843670986,
|
2412 |
+
"grad_norm": 1.1010403633117676,
|
2413 |
+
"learning_rate": 7.63901409379741e-06,
|
2414 |
+
"loss": 0.2394,
|
2415 |
+
"step": 169500
|
2416 |
+
},
|
2417 |
+
{
|
2418 |
+
"epoch": 3.737824586090895,
|
2419 |
+
"grad_norm": 0.1542312502861023,
|
2420 |
+
"learning_rate": 7.57305248345463e-06,
|
2421 |
+
"loss": 0.2491,
|
2422 |
+
"step": 170000
|
2423 |
+
},
|
2424 |
+
{
|
2425 |
+
"epoch": 3.748818187814692,
|
2426 |
+
"grad_norm": 2.4090046882629395,
|
2427 |
+
"learning_rate": 7.50709087311185e-06,
|
2428 |
+
"loss": 0.2337,
|
2429 |
+
"step": 170500
|
2430 |
+
},
|
2431 |
+
{
|
2432 |
+
"epoch": 3.759811789538489,
|
2433 |
+
"grad_norm": 6.501917362213135,
|
2434 |
+
"learning_rate": 7.441129262769069e-06,
|
2435 |
+
"loss": 0.2406,
|
2436 |
+
"step": 171000
|
2437 |
+
},
|
2438 |
+
{
|
2439 |
+
"epoch": 3.7708053912622854,
|
2440 |
+
"grad_norm": 19.246479034423828,
|
2441 |
+
"learning_rate": 7.375167652426288e-06,
|
2442 |
+
"loss": 0.2547,
|
2443 |
+
"step": 171500
|
2444 |
+
},
|
2445 |
+
{
|
2446 |
+
"epoch": 3.781798992986082,
|
2447 |
+
"grad_norm": 0.10231161117553711,
|
2448 |
+
"learning_rate": 7.309206042083508e-06,
|
2449 |
+
"loss": 0.2379,
|
2450 |
+
"step": 172000
|
2451 |
+
},
|
2452 |
+
{
|
2453 |
+
"epoch": 3.792792594709879,
|
2454 |
+
"grad_norm": 10.832609176635742,
|
2455 |
+
"learning_rate": 7.243244431740727e-06,
|
2456 |
+
"loss": 0.2711,
|
2457 |
+
"step": 172500
|
2458 |
+
},
|
2459 |
+
{
|
2460 |
+
"epoch": 3.8037861964336757,
|
2461 |
+
"grad_norm": 18.556346893310547,
|
2462 |
+
"learning_rate": 7.177282821397947e-06,
|
2463 |
+
"loss": 0.2265,
|
2464 |
+
"step": 173000
|
2465 |
+
},
|
2466 |
+
{
|
2467 |
+
"epoch": 3.8147797981574723,
|
2468 |
+
"grad_norm": 1.0246055126190186,
|
2469 |
+
"learning_rate": 7.111321211055166e-06,
|
2470 |
+
"loss": 0.2334,
|
2471 |
+
"step": 173500
|
2472 |
+
},
|
2473 |
+
{
|
2474 |
+
"epoch": 3.8257733998812693,
|
2475 |
+
"grad_norm": 1.1454087495803833,
|
2476 |
+
"learning_rate": 7.0453596007123855e-06,
|
2477 |
+
"loss": 0.2491,
|
2478 |
+
"step": 174000
|
2479 |
+
},
|
2480 |
+
{
|
2481 |
+
"epoch": 3.836767001605066,
|
2482 |
+
"grad_norm": 11.247049331665039,
|
2483 |
+
"learning_rate": 6.979397990369605e-06,
|
2484 |
+
"loss": 0.2632,
|
2485 |
+
"step": 174500
|
2486 |
+
},
|
2487 |
+
{
|
2488 |
+
"epoch": 3.8477606033288625,
|
2489 |
+
"grad_norm": 14.466601371765137,
|
2490 |
+
"learning_rate": 6.913436380026825e-06,
|
2491 |
+
"loss": 0.2639,
|
2492 |
+
"step": 175000
|
2493 |
+
},
|
2494 |
+
{
|
2495 |
+
"epoch": 3.8587542050526595,
|
2496 |
+
"grad_norm": 7.91213321685791,
|
2497 |
+
"learning_rate": 6.847474769684044e-06,
|
2498 |
+
"loss": 0.2527,
|
2499 |
+
"step": 175500
|
2500 |
+
},
|
2501 |
+
{
|
2502 |
+
"epoch": 3.869747806776456,
|
2503 |
+
"grad_norm": 26.528411865234375,
|
2504 |
+
"learning_rate": 6.781513159341264e-06,
|
2505 |
+
"loss": 0.2438,
|
2506 |
+
"step": 176000
|
2507 |
+
},
|
2508 |
+
{
|
2509 |
+
"epoch": 3.8807414085002527,
|
2510 |
+
"grad_norm": 0.7833952903747559,
|
2511 |
+
"learning_rate": 6.715551548998483e-06,
|
2512 |
+
"loss": 0.2585,
|
2513 |
+
"step": 176500
|
2514 |
+
},
|
2515 |
+
{
|
2516 |
+
"epoch": 3.8917350102240498,
|
2517 |
+
"grad_norm": 53.77830123901367,
|
2518 |
+
"learning_rate": 6.649589938655703e-06,
|
2519 |
+
"loss": 0.2615,
|
2520 |
+
"step": 177000
|
2521 |
+
},
|
2522 |
+
{
|
2523 |
+
"epoch": 3.9027286119478464,
|
2524 |
+
"grad_norm": 0.6139953136444092,
|
2525 |
+
"learning_rate": 6.583628328312922e-06,
|
2526 |
+
"loss": 0.2644,
|
2527 |
+
"step": 177500
|
2528 |
+
},
|
2529 |
+
{
|
2530 |
+
"epoch": 3.913722213671643,
|
2531 |
+
"grad_norm": 1.4486163854599,
|
2532 |
+
"learning_rate": 6.517666717970142e-06,
|
2533 |
+
"loss": 0.2302,
|
2534 |
+
"step": 178000
|
2535 |
+
},
|
2536 |
+
{
|
2537 |
+
"epoch": 3.92471581539544,
|
2538 |
+
"grad_norm": 5.287415504455566,
|
2539 |
+
"learning_rate": 6.451705107627361e-06,
|
2540 |
+
"loss": 0.2727,
|
2541 |
+
"step": 178500
|
2542 |
+
},
|
2543 |
+
{
|
2544 |
+
"epoch": 3.9357094171192366,
|
2545 |
+
"grad_norm": 26.611614227294922,
|
2546 |
+
"learning_rate": 6.3857434972845804e-06,
|
2547 |
+
"loss": 0.2514,
|
2548 |
+
"step": 179000
|
2549 |
+
},
|
2550 |
+
{
|
2551 |
+
"epoch": 3.946703018843033,
|
2552 |
+
"grad_norm": 14.361977577209473,
|
2553 |
+
"learning_rate": 6.3197818869418e-06,
|
2554 |
+
"loss": 0.2476,
|
2555 |
+
"step": 179500
|
2556 |
+
},
|
2557 |
+
{
|
2558 |
+
"epoch": 3.9576966205668302,
|
2559 |
+
"grad_norm": 1.3597434759140015,
|
2560 |
+
"learning_rate": 6.25382027659902e-06,
|
2561 |
+
"loss": 0.2406,
|
2562 |
+
"step": 180000
|
2563 |
+
},
|
2564 |
+
{
|
2565 |
+
"epoch": 3.968690222290627,
|
2566 |
+
"grad_norm": 10.218100547790527,
|
2567 |
+
"learning_rate": 6.187858666256239e-06,
|
2568 |
+
"loss": 0.254,
|
2569 |
+
"step": 180500
|
2570 |
+
},
|
2571 |
+
{
|
2572 |
+
"epoch": 3.9796838240144234,
|
2573 |
+
"grad_norm": 0.7666225433349609,
|
2574 |
+
"learning_rate": 6.121897055913459e-06,
|
2575 |
+
"loss": 0.2741,
|
2576 |
+
"step": 181000
|
2577 |
+
},
|
2578 |
+
{
|
2579 |
+
"epoch": 3.9906774257382205,
|
2580 |
+
"grad_norm": 36.5604133605957,
|
2581 |
+
"learning_rate": 6.055935445570678e-06,
|
2582 |
+
"loss": 0.2374,
|
2583 |
+
"step": 181500
|
2584 |
+
},
|
2585 |
+
{
|
2586 |
+
"epoch": 4.0,
|
2587 |
+
"eval_accuracy": 0.8765273094177246,
|
2588 |
+
"eval_f1": 0.8365850464842216,
|
2589 |
+
"eval_loss": 0.5333936214447021,
|
2590 |
+
"eval_mcc": 0.7376033359055921,
|
2591 |
+
"eval_runtime": 27.772,
|
2592 |
+
"eval_samples_per_second": 727.891,
|
2593 |
+
"eval_steps_per_second": 90.991,
|
2594 |
+
"step": 181924
|
2595 |
+
},
|
2596 |
+
{
|
2597 |
+
"epoch": 4.0016710274620175,
|
2598 |
+
"grad_norm": 0.4658304750919342,
|
2599 |
+
"learning_rate": 5.989973835227898e-06,
|
2600 |
+
"loss": 0.2447,
|
2601 |
+
"step": 182000
|
2602 |
+
},
|
2603 |
+
{
|
2604 |
+
"epoch": 4.012664629185814,
|
2605 |
+
"grad_norm": 0.2597205340862274,
|
2606 |
+
"learning_rate": 5.924012224885117e-06,
|
2607 |
+
"loss": 0.1824,
|
2608 |
+
"step": 182500
|
2609 |
+
},
|
2610 |
+
{
|
2611 |
+
"epoch": 4.023658230909611,
|
2612 |
+
"grad_norm": 0.4755733907222748,
|
2613 |
+
"learning_rate": 5.858050614542337e-06,
|
2614 |
+
"loss": 0.2266,
|
2615 |
+
"step": 183000
|
2616 |
+
},
|
2617 |
+
{
|
2618 |
+
"epoch": 4.034651832633408,
|
2619 |
+
"grad_norm": 0.3996201753616333,
|
2620 |
+
"learning_rate": 5.792089004199556e-06,
|
2621 |
+
"loss": 0.1901,
|
2622 |
+
"step": 183500
|
2623 |
+
},
|
2624 |
+
{
|
2625 |
+
"epoch": 4.045645434357204,
|
2626 |
+
"grad_norm": 0.8636412620544434,
|
2627 |
+
"learning_rate": 5.726127393856775e-06,
|
2628 |
+
"loss": 0.1955,
|
2629 |
+
"step": 184000
|
2630 |
+
},
|
2631 |
+
{
|
2632 |
+
"epoch": 4.056639036081001,
|
2633 |
+
"grad_norm": 0.3265284597873688,
|
2634 |
+
"learning_rate": 5.6601657835139945e-06,
|
2635 |
+
"loss": 0.1979,
|
2636 |
+
"step": 184500
|
2637 |
+
},
|
2638 |
+
{
|
2639 |
+
"epoch": 4.067632637804798,
|
2640 |
+
"grad_norm": 0.1188616007566452,
|
2641 |
+
"learning_rate": 5.5942041731712145e-06,
|
2642 |
+
"loss": 0.2066,
|
2643 |
+
"step": 185000
|
2644 |
+
},
|
2645 |
+
{
|
2646 |
+
"epoch": 4.078626239528594,
|
2647 |
+
"grad_norm": 0.7546807527542114,
|
2648 |
+
"learning_rate": 5.528242562828434e-06,
|
2649 |
+
"loss": 0.1959,
|
2650 |
+
"step": 185500
|
2651 |
+
},
|
2652 |
+
{
|
2653 |
+
"epoch": 4.089619841252391,
|
2654 |
+
"grad_norm": 0.12139397114515305,
|
2655 |
+
"learning_rate": 5.462280952485654e-06,
|
2656 |
+
"loss": 0.1969,
|
2657 |
+
"step": 186000
|
2658 |
+
},
|
2659 |
+
{
|
2660 |
+
"epoch": 4.100613442976188,
|
2661 |
+
"grad_norm": 0.13494807481765747,
|
2662 |
+
"learning_rate": 5.396319342142873e-06,
|
2663 |
+
"loss": 0.1814,
|
2664 |
+
"step": 186500
|
2665 |
+
},
|
2666 |
+
{
|
2667 |
+
"epoch": 4.111607044699984,
|
2668 |
+
"grad_norm": 0.023194080218672752,
|
2669 |
+
"learning_rate": 5.330357731800093e-06,
|
2670 |
+
"loss": 0.1877,
|
2671 |
+
"step": 187000
|
2672 |
+
},
|
2673 |
+
{
|
2674 |
+
"epoch": 4.122600646423781,
|
2675 |
+
"grad_norm": 0.07898598164319992,
|
2676 |
+
"learning_rate": 5.264396121457312e-06,
|
2677 |
+
"loss": 0.209,
|
2678 |
+
"step": 187500
|
2679 |
+
},
|
2680 |
+
{
|
2681 |
+
"epoch": 4.1335942481475785,
|
2682 |
+
"grad_norm": 0.11429109424352646,
|
2683 |
+
"learning_rate": 5.198434511114532e-06,
|
2684 |
+
"loss": 0.1794,
|
2685 |
+
"step": 188000
|
2686 |
+
},
|
2687 |
+
{
|
2688 |
+
"epoch": 4.144587849871375,
|
2689 |
+
"grad_norm": 0.1126711368560791,
|
2690 |
+
"learning_rate": 5.132472900771751e-06,
|
2691 |
+
"loss": 0.2143,
|
2692 |
+
"step": 188500
|
2693 |
+
},
|
2694 |
+
{
|
2695 |
+
"epoch": 4.155581451595172,
|
2696 |
+
"grad_norm": 36.669212341308594,
|
2697 |
+
"learning_rate": 5.06651129042897e-06,
|
2698 |
+
"loss": 0.1995,
|
2699 |
+
"step": 189000
|
2700 |
+
},
|
2701 |
+
{
|
2702 |
+
"epoch": 4.166575053318969,
|
2703 |
+
"grad_norm": 0.0557066835463047,
|
2704 |
+
"learning_rate": 5.0005496800861894e-06,
|
2705 |
+
"loss": 0.1977,
|
2706 |
+
"step": 189500
|
2707 |
+
},
|
2708 |
+
{
|
2709 |
+
"epoch": 4.177568655042765,
|
2710 |
+
"grad_norm": 0.11854979395866394,
|
2711 |
+
"learning_rate": 4.9345880697434094e-06,
|
2712 |
+
"loss": 0.203,
|
2713 |
+
"step": 190000
|
2714 |
+
},
|
2715 |
+
{
|
2716 |
+
"epoch": 4.188562256766562,
|
2717 |
+
"grad_norm": 47.56736755371094,
|
2718 |
+
"learning_rate": 4.868626459400629e-06,
|
2719 |
+
"loss": 0.1673,
|
2720 |
+
"step": 190500
|
2721 |
+
},
|
2722 |
+
{
|
2723 |
+
"epoch": 4.199555858490359,
|
2724 |
+
"grad_norm": 1.5440220832824707,
|
2725 |
+
"learning_rate": 4.802664849057849e-06,
|
2726 |
+
"loss": 0.1998,
|
2727 |
+
"step": 191000
|
2728 |
+
},
|
2729 |
+
{
|
2730 |
+
"epoch": 4.210549460214155,
|
2731 |
+
"grad_norm": 0.11512400209903717,
|
2732 |
+
"learning_rate": 4.736703238715068e-06,
|
2733 |
+
"loss": 0.2027,
|
2734 |
+
"step": 191500
|
2735 |
+
},
|
2736 |
+
{
|
2737 |
+
"epoch": 4.221543061937952,
|
2738 |
+
"grad_norm": 13.000309944152832,
|
2739 |
+
"learning_rate": 4.670741628372288e-06,
|
2740 |
+
"loss": 0.2268,
|
2741 |
+
"step": 192000
|
2742 |
+
},
|
2743 |
+
{
|
2744 |
+
"epoch": 4.232536663661749,
|
2745 |
+
"grad_norm": 0.053511910140514374,
|
2746 |
+
"learning_rate": 4.604780018029507e-06,
|
2747 |
+
"loss": 0.2119,
|
2748 |
+
"step": 192500
|
2749 |
+
},
|
2750 |
+
{
|
2751 |
+
"epoch": 4.243530265385545,
|
2752 |
+
"grad_norm": 1.0577130317687988,
|
2753 |
+
"learning_rate": 4.538818407686727e-06,
|
2754 |
+
"loss": 0.207,
|
2755 |
+
"step": 193000
|
2756 |
+
},
|
2757 |
+
{
|
2758 |
+
"epoch": 4.254523867109342,
|
2759 |
+
"grad_norm": 0.5129163861274719,
|
2760 |
+
"learning_rate": 4.472856797343946e-06,
|
2761 |
+
"loss": 0.1971,
|
2762 |
+
"step": 193500
|
2763 |
+
},
|
2764 |
+
{
|
2765 |
+
"epoch": 4.265517468833139,
|
2766 |
+
"grad_norm": 38.92678451538086,
|
2767 |
+
"learning_rate": 4.406895187001165e-06,
|
2768 |
+
"loss": 0.1915,
|
2769 |
+
"step": 194000
|
2770 |
+
},
|
2771 |
+
{
|
2772 |
+
"epoch": 4.276511070556936,
|
2773 |
+
"grad_norm": 0.2508489489555359,
|
2774 |
+
"learning_rate": 4.340933576658384e-06,
|
2775 |
+
"loss": 0.2076,
|
2776 |
+
"step": 194500
|
2777 |
+
},
|
2778 |
+
{
|
2779 |
+
"epoch": 4.287504672280733,
|
2780 |
+
"grad_norm": 0.8289797306060791,
|
2781 |
+
"learning_rate": 4.274971966315604e-06,
|
2782 |
+
"loss": 0.1906,
|
2783 |
+
"step": 195000
|
2784 |
+
},
|
2785 |
+
{
|
2786 |
+
"epoch": 4.29849827400453,
|
2787 |
+
"grad_norm": 0.1511843502521515,
|
2788 |
+
"learning_rate": 4.2090103559728235e-06,
|
2789 |
+
"loss": 0.1908,
|
2790 |
+
"step": 195500
|
2791 |
+
},
|
2792 |
+
{
|
2793 |
+
"epoch": 4.309491875728326,
|
2794 |
+
"grad_norm": 36.47195053100586,
|
2795 |
+
"learning_rate": 4.1430487456300435e-06,
|
2796 |
+
"loss": 0.2198,
|
2797 |
+
"step": 196000
|
2798 |
+
},
|
2799 |
+
{
|
2800 |
+
"epoch": 4.320485477452123,
|
2801 |
+
"grad_norm": 59.39978790283203,
|
2802 |
+
"learning_rate": 4.077087135287263e-06,
|
2803 |
+
"loss": 0.1958,
|
2804 |
+
"step": 196500
|
2805 |
+
},
|
2806 |
+
{
|
2807 |
+
"epoch": 4.33147907917592,
|
2808 |
+
"grad_norm": 25.194355010986328,
|
2809 |
+
"learning_rate": 4.011125524944483e-06,
|
2810 |
+
"loss": 0.185,
|
2811 |
+
"step": 197000
|
2812 |
+
},
|
2813 |
+
{
|
2814 |
+
"epoch": 4.342472680899716,
|
2815 |
+
"grad_norm": 20.661163330078125,
|
2816 |
+
"learning_rate": 3.945163914601702e-06,
|
2817 |
+
"loss": 0.2032,
|
2818 |
+
"step": 197500
|
2819 |
+
},
|
2820 |
+
{
|
2821 |
+
"epoch": 4.353466282623513,
|
2822 |
+
"grad_norm": 0.04815911129117012,
|
2823 |
+
"learning_rate": 3.879202304258922e-06,
|
2824 |
+
"loss": 0.194,
|
2825 |
+
"step": 198000
|
2826 |
+
},
|
2827 |
+
{
|
2828 |
+
"epoch": 4.36445988434731,
|
2829 |
+
"grad_norm": 0.18730510771274567,
|
2830 |
+
"learning_rate": 3.8132406939161414e-06,
|
2831 |
+
"loss": 0.236,
|
2832 |
+
"step": 198500
|
2833 |
+
},
|
2834 |
+
{
|
2835 |
+
"epoch": 4.375453486071106,
|
2836 |
+
"grad_norm": 15.972749710083008,
|
2837 |
+
"learning_rate": 3.7472790835733606e-06,
|
2838 |
+
"loss": 0.196,
|
2839 |
+
"step": 199000
|
2840 |
+
},
|
2841 |
+
{
|
2842 |
+
"epoch": 4.386447087794903,
|
2843 |
+
"grad_norm": 0.25309285521507263,
|
2844 |
+
"learning_rate": 3.68131747323058e-06,
|
2845 |
+
"loss": 0.2161,
|
2846 |
+
"step": 199500
|
2847 |
+
},
|
2848 |
+
{
|
2849 |
+
"epoch": 4.3974406895187,
|
2850 |
+
"grad_norm": 0.17074181139469147,
|
2851 |
+
"learning_rate": 3.6153558628877997e-06,
|
2852 |
+
"loss": 0.1836,
|
2853 |
+
"step": 200000
|
2854 |
+
},
|
2855 |
+
{
|
2856 |
+
"epoch": 4.4084342912424965,
|
2857 |
+
"grad_norm": 20.413162231445312,
|
2858 |
+
"learning_rate": 3.549394252545019e-06,
|
2859 |
+
"loss": 0.1911,
|
2860 |
+
"step": 200500
|
2861 |
+
},
|
2862 |
+
{
|
2863 |
+
"epoch": 4.419427892966294,
|
2864 |
+
"grad_norm": 0.5931562781333923,
|
2865 |
+
"learning_rate": 3.4834326422022384e-06,
|
2866 |
+
"loss": 0.1847,
|
2867 |
+
"step": 201000
|
2868 |
+
},
|
2869 |
+
{
|
2870 |
+
"epoch": 4.430421494690091,
|
2871 |
+
"grad_norm": 37.10576248168945,
|
2872 |
+
"learning_rate": 3.417471031859458e-06,
|
2873 |
+
"loss": 0.1657,
|
2874 |
+
"step": 201500
|
2875 |
+
},
|
2876 |
+
{
|
2877 |
+
"epoch": 4.441415096413887,
|
2878 |
+
"grad_norm": 0.06108024716377258,
|
2879 |
+
"learning_rate": 3.3515094215166776e-06,
|
2880 |
+
"loss": 0.1949,
|
2881 |
+
"step": 202000
|
2882 |
+
},
|
2883 |
+
{
|
2884 |
+
"epoch": 4.452408698137684,
|
2885 |
+
"grad_norm": 14.7476224899292,
|
2886 |
+
"learning_rate": 3.285547811173897e-06,
|
2887 |
+
"loss": 0.2052,
|
2888 |
+
"step": 202500
|
2889 |
+
},
|
2890 |
+
{
|
2891 |
+
"epoch": 4.463402299861481,
|
2892 |
+
"grad_norm": 0.4280465841293335,
|
2893 |
+
"learning_rate": 3.2195862008311163e-06,
|
2894 |
+
"loss": 0.2127,
|
2895 |
+
"step": 203000
|
2896 |
+
},
|
2897 |
+
{
|
2898 |
+
"epoch": 4.474395901585277,
|
2899 |
+
"grad_norm": 0.38156208395957947,
|
2900 |
+
"learning_rate": 3.153624590488336e-06,
|
2901 |
+
"loss": 0.1949,
|
2902 |
+
"step": 203500
|
2903 |
+
},
|
2904 |
+
{
|
2905 |
+
"epoch": 4.485389503309074,
|
2906 |
+
"grad_norm": 325.33026123046875,
|
2907 |
+
"learning_rate": 3.0876629801455555e-06,
|
2908 |
+
"loss": 0.1976,
|
2909 |
+
"step": 204000
|
2910 |
+
},
|
2911 |
+
{
|
2912 |
+
"epoch": 4.496383105032871,
|
2913 |
+
"grad_norm": 99.75337982177734,
|
2914 |
+
"learning_rate": 3.021701369802775e-06,
|
2915 |
+
"loss": 0.2031,
|
2916 |
+
"step": 204500
|
2917 |
+
},
|
2918 |
+
{
|
2919 |
+
"epoch": 4.507376706756667,
|
2920 |
+
"grad_norm": 0.17061945796012878,
|
2921 |
+
"learning_rate": 2.9557397594599946e-06,
|
2922 |
+
"loss": 0.1964,
|
2923 |
+
"step": 205000
|
2924 |
+
},
|
2925 |
+
{
|
2926 |
+
"epoch": 4.518370308480464,
|
2927 |
+
"grad_norm": 25.07261085510254,
|
2928 |
+
"learning_rate": 2.8897781491172138e-06,
|
2929 |
+
"loss": 0.1875,
|
2930 |
+
"step": 205500
|
2931 |
+
},
|
2932 |
+
{
|
2933 |
+
"epoch": 4.529363910204261,
|
2934 |
+
"grad_norm": 0.2692670226097107,
|
2935 |
+
"learning_rate": 2.8238165387744334e-06,
|
2936 |
+
"loss": 0.1978,
|
2937 |
+
"step": 206000
|
2938 |
+
},
|
2939 |
+
{
|
2940 |
+
"epoch": 4.5403575119280575,
|
2941 |
+
"grad_norm": 2.56193470954895,
|
2942 |
+
"learning_rate": 2.757854928431653e-06,
|
2943 |
+
"loss": 0.207,
|
2944 |
+
"step": 206500
|
2945 |
+
},
|
2946 |
+
{
|
2947 |
+
"epoch": 4.5513511136518545,
|
2948 |
+
"grad_norm": 1.1347905397415161,
|
2949 |
+
"learning_rate": 2.6918933180888725e-06,
|
2950 |
+
"loss": 0.2049,
|
2951 |
+
"step": 207000
|
2952 |
+
},
|
2953 |
+
{
|
2954 |
+
"epoch": 4.562344715375652,
|
2955 |
+
"grad_norm": 0.9405034184455872,
|
2956 |
+
"learning_rate": 2.625931707746092e-06,
|
2957 |
+
"loss": 0.182,
|
2958 |
+
"step": 207500
|
2959 |
+
},
|
2960 |
+
{
|
2961 |
+
"epoch": 4.573338317099449,
|
2962 |
+
"grad_norm": 0.10386385023593903,
|
2963 |
+
"learning_rate": 2.5599700974033112e-06,
|
2964 |
+
"loss": 0.1816,
|
2965 |
+
"step": 208000
|
2966 |
+
},
|
2967 |
+
{
|
2968 |
+
"epoch": 4.584331918823245,
|
2969 |
+
"grad_norm": 1.0305184125900269,
|
2970 |
+
"learning_rate": 2.494008487060531e-06,
|
2971 |
+
"loss": 0.208,
|
2972 |
+
"step": 208500
|
2973 |
+
},
|
2974 |
+
{
|
2975 |
+
"epoch": 4.595325520547042,
|
2976 |
+
"grad_norm": 5.062295913696289,
|
2977 |
+
"learning_rate": 2.4280468767177504e-06,
|
2978 |
+
"loss": 0.1918,
|
2979 |
+
"step": 209000
|
2980 |
+
},
|
2981 |
+
{
|
2982 |
+
"epoch": 4.606319122270838,
|
2983 |
+
"grad_norm": 13.542932510375977,
|
2984 |
+
"learning_rate": 2.36208526637497e-06,
|
2985 |
+
"loss": 0.2016,
|
2986 |
+
"step": 209500
|
2987 |
+
},
|
2988 |
+
{
|
2989 |
+
"epoch": 4.617312723994635,
|
2990 |
+
"grad_norm": 28.13912582397461,
|
2991 |
+
"learning_rate": 2.2961236560321896e-06,
|
2992 |
+
"loss": 0.2065,
|
2993 |
+
"step": 210000
|
2994 |
+
},
|
2995 |
+
{
|
2996 |
+
"epoch": 4.628306325718432,
|
2997 |
+
"grad_norm": 38.89891052246094,
|
2998 |
+
"learning_rate": 2.2301620456894087e-06,
|
2999 |
+
"loss": 0.1951,
|
3000 |
+
"step": 210500
|
3001 |
+
},
|
3002 |
+
{
|
3003 |
+
"epoch": 4.639299927442229,
|
3004 |
+
"grad_norm": 220.25010681152344,
|
3005 |
+
"learning_rate": 2.1642004353466283e-06,
|
3006 |
+
"loss": 0.2243,
|
3007 |
+
"step": 211000
|
3008 |
+
},
|
3009 |
+
{
|
3010 |
+
"epoch": 4.650293529166025,
|
3011 |
+
"grad_norm": 0.11063925921916962,
|
3012 |
+
"learning_rate": 2.098238825003848e-06,
|
3013 |
+
"loss": 0.1862,
|
3014 |
+
"step": 211500
|
3015 |
+
},
|
3016 |
+
{
|
3017 |
+
"epoch": 4.661287130889822,
|
3018 |
+
"grad_norm": 0.9656747579574585,
|
3019 |
+
"learning_rate": 2.0322772146610674e-06,
|
3020 |
+
"loss": 0.1796,
|
3021 |
+
"step": 212000
|
3022 |
+
},
|
3023 |
+
{
|
3024 |
+
"epoch": 4.672280732613618,
|
3025 |
+
"grad_norm": 0.03588191047310829,
|
3026 |
+
"learning_rate": 1.966315604318287e-06,
|
3027 |
+
"loss": 0.1936,
|
3028 |
+
"step": 212500
|
3029 |
+
},
|
3030 |
+
{
|
3031 |
+
"epoch": 4.6832743343374155,
|
3032 |
+
"grad_norm": 25.791149139404297,
|
3033 |
+
"learning_rate": 1.9003539939755062e-06,
|
3034 |
+
"loss": 0.2102,
|
3035 |
+
"step": 213000
|
3036 |
+
},
|
3037 |
+
{
|
3038 |
+
"epoch": 4.6942679360612125,
|
3039 |
+
"grad_norm": 1.5398284196853638,
|
3040 |
+
"learning_rate": 1.8343923836327257e-06,
|
3041 |
+
"loss": 0.1941,
|
3042 |
+
"step": 213500
|
3043 |
+
},
|
3044 |
+
{
|
3045 |
+
"epoch": 4.7052615377850096,
|
3046 |
+
"grad_norm": 0.8514572978019714,
|
3047 |
+
"learning_rate": 1.7684307732899453e-06,
|
3048 |
+
"loss": 0.2124,
|
3049 |
+
"step": 214000
|
3050 |
+
},
|
3051 |
+
{
|
3052 |
+
"epoch": 4.716255139508806,
|
3053 |
+
"grad_norm": 0.1109534353017807,
|
3054 |
+
"learning_rate": 1.7024691629471647e-06,
|
3055 |
+
"loss": 0.1896,
|
3056 |
+
"step": 214500
|
3057 |
+
},
|
3058 |
+
{
|
3059 |
+
"epoch": 4.727248741232603,
|
3060 |
+
"grad_norm": 33.977500915527344,
|
3061 |
+
"learning_rate": 1.6365075526043843e-06,
|
3062 |
+
"loss": 0.1868,
|
3063 |
+
"step": 215000
|
3064 |
+
},
|
3065 |
+
{
|
3066 |
+
"epoch": 4.738242342956399,
|
3067 |
+
"grad_norm": 0.09221459925174713,
|
3068 |
+
"learning_rate": 1.5705459422616038e-06,
|
3069 |
+
"loss": 0.2147,
|
3070 |
+
"step": 215500
|
3071 |
+
},
|
3072 |
+
{
|
3073 |
+
"epoch": 4.749235944680196,
|
3074 |
+
"grad_norm": 0.13753363490104675,
|
3075 |
+
"learning_rate": 1.5045843319188232e-06,
|
3076 |
+
"loss": 0.1805,
|
3077 |
+
"step": 216000
|
3078 |
+
},
|
3079 |
+
{
|
3080 |
+
"epoch": 4.760229546403993,
|
3081 |
+
"grad_norm": 0.03300468996167183,
|
3082 |
+
"learning_rate": 1.4386227215760428e-06,
|
3083 |
+
"loss": 0.195,
|
3084 |
+
"step": 216500
|
3085 |
+
},
|
3086 |
+
{
|
3087 |
+
"epoch": 4.77122314812779,
|
3088 |
+
"grad_norm": 52.13509750366211,
|
3089 |
+
"learning_rate": 1.3726611112332624e-06,
|
3090 |
+
"loss": 0.1934,
|
3091 |
+
"step": 217000
|
3092 |
+
},
|
3093 |
+
{
|
3094 |
+
"epoch": 4.782216749851586,
|
3095 |
+
"grad_norm": 0.05201047658920288,
|
3096 |
+
"learning_rate": 1.3066995008904817e-06,
|
3097 |
+
"loss": 0.1986,
|
3098 |
+
"step": 217500
|
3099 |
+
},
|
3100 |
+
{
|
3101 |
+
"epoch": 4.793210351575383,
|
3102 |
+
"grad_norm": 0.15796062350273132,
|
3103 |
+
"learning_rate": 1.2407378905477013e-06,
|
3104 |
+
"loss": 0.189,
|
3105 |
+
"step": 218000
|
3106 |
+
},
|
3107 |
+
{
|
3108 |
+
"epoch": 4.80420395329918,
|
3109 |
+
"grad_norm": 0.603727400302887,
|
3110 |
+
"learning_rate": 1.1747762802049207e-06,
|
3111 |
+
"loss": 0.194,
|
3112 |
+
"step": 218500
|
3113 |
+
},
|
3114 |
+
{
|
3115 |
+
"epoch": 4.815197555022976,
|
3116 |
+
"grad_norm": 19.412994384765625,
|
3117 |
+
"learning_rate": 1.1088146698621402e-06,
|
3118 |
+
"loss": 0.2022,
|
3119 |
+
"step": 219000
|
3120 |
+
},
|
3121 |
+
{
|
3122 |
+
"epoch": 4.8261911567467735,
|
3123 |
+
"grad_norm": 0.08504907041788101,
|
3124 |
+
"learning_rate": 1.0428530595193598e-06,
|
3125 |
+
"loss": 0.1858,
|
3126 |
+
"step": 219500
|
3127 |
+
},
|
3128 |
+
{
|
3129 |
+
"epoch": 4.8371847584705705,
|
3130 |
+
"grad_norm": 0.07863516360521317,
|
3131 |
+
"learning_rate": 9.768914491765792e-07,
|
3132 |
+
"loss": 0.1942,
|
3133 |
+
"step": 220000
|
3134 |
+
},
|
3135 |
+
{
|
3136 |
+
"epoch": 4.848178360194367,
|
3137 |
+
"grad_norm": 23.51129722595215,
|
3138 |
+
"learning_rate": 9.109298388337987e-07,
|
3139 |
+
"loss": 0.1912,
|
3140 |
+
"step": 220500
|
3141 |
+
},
|
3142 |
+
{
|
3143 |
+
"epoch": 4.859171961918164,
|
3144 |
+
"grad_norm": 5.780854225158691,
|
3145 |
+
"learning_rate": 8.449682284910183e-07,
|
3146 |
+
"loss": 0.2185,
|
3147 |
+
"step": 221000
|
3148 |
+
},
|
3149 |
+
{
|
3150 |
+
"epoch": 4.870165563641961,
|
3151 |
+
"grad_norm": 0.05857408419251442,
|
3152 |
+
"learning_rate": 7.790066181482378e-07,
|
3153 |
+
"loss": 0.1914,
|
3154 |
+
"step": 221500
|
3155 |
+
},
|
3156 |
+
{
|
3157 |
+
"epoch": 4.881159165365757,
|
3158 |
+
"grad_norm": 0.18249481916427612,
|
3159 |
+
"learning_rate": 7.130450078054573e-07,
|
3160 |
+
"loss": 0.1738,
|
3161 |
+
"step": 222000
|
3162 |
+
},
|
3163 |
+
{
|
3164 |
+
"epoch": 4.892152767089554,
|
3165 |
+
"grad_norm": 418.6382751464844,
|
3166 |
+
"learning_rate": 6.470833974626767e-07,
|
3167 |
+
"loss": 0.2041,
|
3168 |
+
"step": 222500
|
3169 |
+
},
|
3170 |
+
{
|
3171 |
+
"epoch": 4.903146368813351,
|
3172 |
+
"grad_norm": 0.7230046987533569,
|
3173 |
+
"learning_rate": 5.811217871198962e-07,
|
3174 |
+
"loss": 0.1957,
|
3175 |
+
"step": 223000
|
3176 |
+
},
|
3177 |
+
{
|
3178 |
+
"epoch": 4.914139970537147,
|
3179 |
+
"grad_norm": 0.05270848050713539,
|
3180 |
+
"learning_rate": 5.151601767771158e-07,
|
3181 |
+
"loss": 0.1835,
|
3182 |
+
"step": 223500
|
3183 |
+
},
|
3184 |
+
{
|
3185 |
+
"epoch": 4.925133572260944,
|
3186 |
+
"grad_norm": 1709.6539306640625,
|
3187 |
+
"learning_rate": 4.491985664343352e-07,
|
3188 |
+
"loss": 0.1921,
|
3189 |
+
"step": 224000
|
3190 |
+
},
|
3191 |
+
{
|
3192 |
+
"epoch": 4.936127173984741,
|
3193 |
+
"grad_norm": 602.2431640625,
|
3194 |
+
"learning_rate": 3.8323695609155474e-07,
|
3195 |
+
"loss": 0.1727,
|
3196 |
+
"step": 224500
|
3197 |
+
},
|
3198 |
+
{
|
3199 |
+
"epoch": 4.947120775708537,
|
3200 |
+
"grad_norm": 0.297931432723999,
|
3201 |
+
"learning_rate": 3.1727534574877426e-07,
|
3202 |
+
"loss": 0.1915,
|
3203 |
+
"step": 225000
|
3204 |
+
},
|
3205 |
+
{
|
3206 |
+
"epoch": 4.958114377432334,
|
3207 |
+
"grad_norm": 0.3502364456653595,
|
3208 |
+
"learning_rate": 2.5131373540599373e-07,
|
3209 |
+
"loss": 0.1776,
|
3210 |
+
"step": 225500
|
3211 |
+
},
|
3212 |
+
{
|
3213 |
+
"epoch": 4.9691079791561314,
|
3214 |
+
"grad_norm": 0.023652415722608566,
|
3215 |
+
"learning_rate": 1.8535212506321323e-07,
|
3216 |
+
"loss": 0.1978,
|
3217 |
+
"step": 226000
|
3218 |
+
},
|
3219 |
+
{
|
3220 |
+
"epoch": 4.980101580879928,
|
3221 |
+
"grad_norm": 0.24965056777000427,
|
3222 |
+
"learning_rate": 1.1939051472043273e-07,
|
3223 |
+
"loss": 0.1924,
|
3224 |
+
"step": 226500
|
3225 |
+
},
|
3226 |
+
{
|
3227 |
+
"epoch": 4.991095182603725,
|
3228 |
+
"grad_norm": 0.07366069406270981,
|
3229 |
+
"learning_rate": 5.342890437765221e-08,
|
3230 |
+
"loss": 0.1959,
|
3231 |
+
"step": 227000
|
3232 |
+
},
|
3233 |
+
{
|
3234 |
+
"epoch": 5.0,
|
3235 |
+
"eval_accuracy": 0.8784565925598145,
|
3236 |
+
"eval_f1": 0.8391068037456617,
|
3237 |
+
"eval_loss": 0.6183628439903259,
|
3238 |
+
"eval_mcc": 0.7416813202825935,
|
3239 |
+
"eval_runtime": 27.9497,
|
3240 |
+
"eval_samples_per_second": 723.264,
|
3241 |
+
"eval_steps_per_second": 90.412,
|
3242 |
+
"step": 227405
|
3243 |
+
}
|
3244 |
+
],
|
3245 |
+
"logging_steps": 500,
|
3246 |
+
"max_steps": 227405,
|
3247 |
+
"num_input_tokens_seen": 0,
|
3248 |
+
"num_train_epochs": 5,
|
3249 |
+
"save_steps": 500,
|
3250 |
+
"stateful_callbacks": {
|
3251 |
+
"EarlyStoppingCallback": {
|
3252 |
+
"args": {
|
3253 |
+
"early_stopping_patience": 3,
|
3254 |
+
"early_stopping_threshold": 0.001
|
3255 |
+
},
|
3256 |
+
"attributes": {
|
3257 |
+
"early_stopping_patience_counter": 0
|
3258 |
+
}
|
3259 |
+
},
|
3260 |
+
"TrainerControl": {
|
3261 |
+
"args": {
|
3262 |
+
"should_epoch_stop": false,
|
3263 |
+
"should_evaluate": false,
|
3264 |
+
"should_log": false,
|
3265 |
+
"should_save": true,
|
3266 |
+
"should_training_stop": true
|
3267 |
+
},
|
3268 |
+
"attributes": {}
|
3269 |
+
}
|
3270 |
+
},
|
3271 |
+
"total_flos": 1.0733045580407808e+17,
|
3272 |
+
"train_batch_size": 8,
|
3273 |
+
"trial_name": null,
|
3274 |
+
"trial_params": null
|
3275 |
+
}
|
checkpoint-227405/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9102610016ca6c2e94e5a432dca6e3560bc70a8cee9cd206437719ad130f70a2
|
3 |
+
size 5368
|
config.json
ADDED
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "/home/ubuntu/utah/babylm-24/data/training/models/10M_babylm_ascii/SPM-Unigram_6144/DebertaV2-Base-10M_babylm-A",
|
3 |
+
"architectures": [
|
4 |
+
"DebertaV2ForSequenceClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"hidden_act": "gelu",
|
8 |
+
"hidden_dropout_prob": 0.1,
|
9 |
+
"hidden_size": 768,
|
10 |
+
"initializer_range": 0.02,
|
11 |
+
"intermediate_size": 1536,
|
12 |
+
"label2id": {
|
13 |
+
"0": 0,
|
14 |
+
"1": 1
|
15 |
+
},
|
16 |
+
"layer_norm_eps": 1e-07,
|
17 |
+
"max_position_embeddings": 512,
|
18 |
+
"max_relative_positions": -1,
|
19 |
+
"model_type": "deberta-v2",
|
20 |
+
"num_attention_heads": 12,
|
21 |
+
"num_hidden_layers": 8,
|
22 |
+
"pad_token_id": 3,
|
23 |
+
"pooler_dropout": 0,
|
24 |
+
"pooler_hidden_act": "gelu",
|
25 |
+
"pooler_hidden_size": 768,
|
26 |
+
"pos_att_type": null,
|
27 |
+
"position_biased_input": true,
|
28 |
+
"relative_attention": false,
|
29 |
+
"torch_dtype": "float32",
|
30 |
+
"transformers_version": "4.44.2",
|
31 |
+
"type_vocab_size": 0,
|
32 |
+
"vocab_size": 6144
|
33 |
+
}
|
eval_results.json
ADDED
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"eval_accuracy": 0.8784565925598145,
|
4 |
+
"eval_f1": 0.8391068037456617,
|
5 |
+
"eval_loss": 0.6183628439903259,
|
6 |
+
"eval_mcc": 0.7416813202825935,
|
7 |
+
"eval_runtime": 28.8569,
|
8 |
+
"eval_samples": 20215,
|
9 |
+
"eval_samples_per_second": 700.527,
|
10 |
+
"eval_steps_per_second": 87.57
|
11 |
+
}
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f97daf1876bf1de0982be1e49272d7991694e777d6e5e7f809ada44173ab14fc
|
3 |
+
size 174103504
|
predictions.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
special_tokens_map.json
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"cls_token": {
|
3 |
+
"content": "[CLS]",
|
4 |
+
"lstrip": false,
|
5 |
+
"normalized": false,
|
6 |
+
"rstrip": false,
|
7 |
+
"single_word": false
|
8 |
+
},
|
9 |
+
"mask_token": {
|
10 |
+
"content": "[MASK]",
|
11 |
+
"lstrip": false,
|
12 |
+
"normalized": false,
|
13 |
+
"rstrip": false,
|
14 |
+
"single_word": false
|
15 |
+
},
|
16 |
+
"pad_token": {
|
17 |
+
"content": "[PAD]",
|
18 |
+
"lstrip": false,
|
19 |
+
"normalized": false,
|
20 |
+
"rstrip": false,
|
21 |
+
"single_word": false
|
22 |
+
},
|
23 |
+
"sep_token": {
|
24 |
+
"content": "[SEP]",
|
25 |
+
"lstrip": false,
|
26 |
+
"normalized": false,
|
27 |
+
"rstrip": false,
|
28 |
+
"single_word": false
|
29 |
+
}
|
30 |
+
}
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer_config.json
ADDED
@@ -0,0 +1,67 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"added_tokens_decoder": {
|
3 |
+
"0": {
|
4 |
+
"content": "[UNK]",
|
5 |
+
"lstrip": false,
|
6 |
+
"normalized": false,
|
7 |
+
"rstrip": false,
|
8 |
+
"single_word": false,
|
9 |
+
"special": true
|
10 |
+
},
|
11 |
+
"1": {
|
12 |
+
"content": "[CLS]",
|
13 |
+
"lstrip": false,
|
14 |
+
"normalized": false,
|
15 |
+
"rstrip": false,
|
16 |
+
"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
+
"2": {
|
20 |
+
"content": "[SEP]",
|
21 |
+
"lstrip": false,
|
22 |
+
"normalized": false,
|
23 |
+
"rstrip": false,
|
24 |
+
"single_word": false,
|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"3": {
|
28 |
+
"content": "[PAD]",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
+
"4": {
|
36 |
+
"content": "[MASK]",
|
37 |
+
"lstrip": false,
|
38 |
+
"normalized": false,
|
39 |
+
"rstrip": false,
|
40 |
+
"single_word": false,
|
41 |
+
"special": true
|
42 |
+
},
|
43 |
+
"5": {
|
44 |
+
"content": "[PAR]",
|
45 |
+
"lstrip": false,
|
46 |
+
"normalized": false,
|
47 |
+
"rstrip": false,
|
48 |
+
"single_word": false,
|
49 |
+
"special": true
|
50 |
+
},
|
51 |
+
"6": {
|
52 |
+
"content": "[TAB]",
|
53 |
+
"lstrip": false,
|
54 |
+
"normalized": false,
|
55 |
+
"rstrip": false,
|
56 |
+
"single_word": false,
|
57 |
+
"special": true
|
58 |
+
}
|
59 |
+
},
|
60 |
+
"clean_up_tokenization_spaces": false,
|
61 |
+
"cls_token": "[CLS]",
|
62 |
+
"mask_token": "[MASK]",
|
63 |
+
"model_max_length": 1000000000000000019884624838656,
|
64 |
+
"pad_token": "[PAD]",
|
65 |
+
"sep_token": "[SEP]",
|
66 |
+
"tokenizer_class": "PreTrainedTokenizerFast"
|
67 |
+
}
|
train_results.json
ADDED
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"total_flos": 1.0733045580407808e+17,
|
4 |
+
"train_loss": 0.30088049875882883,
|
5 |
+
"train_runtime": 13193.5971,
|
6 |
+
"train_samples": 363846,
|
7 |
+
"train_samples_per_second": 137.887,
|
8 |
+
"train_steps_per_second": 17.236
|
9 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,3284 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8391068037456617,
|
3 |
+
"best_model_checkpoint": "/home/ubuntu/utah/babylm-24/src/evaluation/results/finetune/DebertaV2-Base-10M_babylm-A/qqp/checkpoint-227405",
|
4 |
+
"epoch": 5.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 227405,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.01099360172379675,
|
13 |
+
"grad_norm": 4.236701011657715,
|
14 |
+
"learning_rate": 2.993403838965722e-05,
|
15 |
+
"loss": 0.6086,
|
16 |
+
"step": 500
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.0219872034475935,
|
20 |
+
"grad_norm": 4.105135440826416,
|
21 |
+
"learning_rate": 2.986807677931444e-05,
|
22 |
+
"loss": 0.5618,
|
23 |
+
"step": 1000
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.03298080517139025,
|
27 |
+
"grad_norm": 5.613928318023682,
|
28 |
+
"learning_rate": 2.980211516897166e-05,
|
29 |
+
"loss": 0.5252,
|
30 |
+
"step": 1500
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 0.043974406895187,
|
34 |
+
"grad_norm": 12.754159927368164,
|
35 |
+
"learning_rate": 2.973615355862888e-05,
|
36 |
+
"loss": 0.5182,
|
37 |
+
"step": 2000
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 0.05496800861898375,
|
41 |
+
"grad_norm": 5.488389015197754,
|
42 |
+
"learning_rate": 2.9670191948286098e-05,
|
43 |
+
"loss": 0.505,
|
44 |
+
"step": 2500
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.0659616103427805,
|
48 |
+
"grad_norm": 5.46230936050415,
|
49 |
+
"learning_rate": 2.9604230337943316e-05,
|
50 |
+
"loss": 0.5044,
|
51 |
+
"step": 3000
|
52 |
+
},
|
53 |
+
{
|
54 |
+
"epoch": 0.07695521206657725,
|
55 |
+
"grad_norm": 13.249972343444824,
|
56 |
+
"learning_rate": 2.9538268727600537e-05,
|
57 |
+
"loss": 0.498,
|
58 |
+
"step": 3500
|
59 |
+
},
|
60 |
+
{
|
61 |
+
"epoch": 0.087948813790374,
|
62 |
+
"grad_norm": 13.043343544006348,
|
63 |
+
"learning_rate": 2.9472307117257757e-05,
|
64 |
+
"loss": 0.479,
|
65 |
+
"step": 4000
|
66 |
+
},
|
67 |
+
{
|
68 |
+
"epoch": 0.09894241551417075,
|
69 |
+
"grad_norm": 14.147295951843262,
|
70 |
+
"learning_rate": 2.9406345506914978e-05,
|
71 |
+
"loss": 0.4692,
|
72 |
+
"step": 4500
|
73 |
+
},
|
74 |
+
{
|
75 |
+
"epoch": 0.1099360172379675,
|
76 |
+
"grad_norm": 8.739255905151367,
|
77 |
+
"learning_rate": 2.9340383896572196e-05,
|
78 |
+
"loss": 0.4703,
|
79 |
+
"step": 5000
|
80 |
+
},
|
81 |
+
{
|
82 |
+
"epoch": 0.12092961896176425,
|
83 |
+
"grad_norm": 11.371148109436035,
|
84 |
+
"learning_rate": 2.9274422286229417e-05,
|
85 |
+
"loss": 0.4557,
|
86 |
+
"step": 5500
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 0.131923220685561,
|
90 |
+
"grad_norm": 8.44424057006836,
|
91 |
+
"learning_rate": 2.9208460675886637e-05,
|
92 |
+
"loss": 0.4635,
|
93 |
+
"step": 6000
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 0.14291682240935774,
|
97 |
+
"grad_norm": 3.9929113388061523,
|
98 |
+
"learning_rate": 2.914249906554385e-05,
|
99 |
+
"loss": 0.4651,
|
100 |
+
"step": 6500
|
101 |
+
},
|
102 |
+
{
|
103 |
+
"epoch": 0.1539104241331545,
|
104 |
+
"grad_norm": 3.4015634059906006,
|
105 |
+
"learning_rate": 2.9076537455201072e-05,
|
106 |
+
"loss": 0.4537,
|
107 |
+
"step": 7000
|
108 |
+
},
|
109 |
+
{
|
110 |
+
"epoch": 0.16490402585695124,
|
111 |
+
"grad_norm": 4.32379674911499,
|
112 |
+
"learning_rate": 2.9010575844858293e-05,
|
113 |
+
"loss": 0.4445,
|
114 |
+
"step": 7500
|
115 |
+
},
|
116 |
+
{
|
117 |
+
"epoch": 0.175897627580748,
|
118 |
+
"grad_norm": 5.210988521575928,
|
119 |
+
"learning_rate": 2.8944614234515514e-05,
|
120 |
+
"loss": 0.4326,
|
121 |
+
"step": 8000
|
122 |
+
},
|
123 |
+
{
|
124 |
+
"epoch": 0.18689122930454474,
|
125 |
+
"grad_norm": 3.908278226852417,
|
126 |
+
"learning_rate": 2.887865262417273e-05,
|
127 |
+
"loss": 0.4454,
|
128 |
+
"step": 8500
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 0.1978848310283415,
|
132 |
+
"grad_norm": 2.8256139755249023,
|
133 |
+
"learning_rate": 2.8812691013829952e-05,
|
134 |
+
"loss": 0.438,
|
135 |
+
"step": 9000
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 0.20887843275213824,
|
139 |
+
"grad_norm": 7.012328624725342,
|
140 |
+
"learning_rate": 2.8746729403487173e-05,
|
141 |
+
"loss": 0.4333,
|
142 |
+
"step": 9500
|
143 |
+
},
|
144 |
+
{
|
145 |
+
"epoch": 0.219872034475935,
|
146 |
+
"grad_norm": 5.030713081359863,
|
147 |
+
"learning_rate": 2.8680767793144394e-05,
|
148 |
+
"loss": 0.4588,
|
149 |
+
"step": 10000
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 0.23086563619973174,
|
153 |
+
"grad_norm": 10.047335624694824,
|
154 |
+
"learning_rate": 2.8614806182801608e-05,
|
155 |
+
"loss": 0.4418,
|
156 |
+
"step": 10500
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 0.2418592379235285,
|
160 |
+
"grad_norm": 5.562270164489746,
|
161 |
+
"learning_rate": 2.854884457245883e-05,
|
162 |
+
"loss": 0.4375,
|
163 |
+
"step": 11000
|
164 |
+
},
|
165 |
+
{
|
166 |
+
"epoch": 0.25285283964732524,
|
167 |
+
"grad_norm": 14.433082580566406,
|
168 |
+
"learning_rate": 2.848288296211605e-05,
|
169 |
+
"loss": 0.4278,
|
170 |
+
"step": 11500
|
171 |
+
},
|
172 |
+
{
|
173 |
+
"epoch": 0.263846441371122,
|
174 |
+
"grad_norm": 3.507910966873169,
|
175 |
+
"learning_rate": 2.8416921351773267e-05,
|
176 |
+
"loss": 0.4331,
|
177 |
+
"step": 12000
|
178 |
+
},
|
179 |
+
{
|
180 |
+
"epoch": 0.2748400430949188,
|
181 |
+
"grad_norm": 13.184822082519531,
|
182 |
+
"learning_rate": 2.8350959741430488e-05,
|
183 |
+
"loss": 0.4325,
|
184 |
+
"step": 12500
|
185 |
+
},
|
186 |
+
{
|
187 |
+
"epoch": 0.2858336448187155,
|
188 |
+
"grad_norm": 11.627528190612793,
|
189 |
+
"learning_rate": 2.828499813108771e-05,
|
190 |
+
"loss": 0.4283,
|
191 |
+
"step": 13000
|
192 |
+
},
|
193 |
+
{
|
194 |
+
"epoch": 0.29682724654251225,
|
195 |
+
"grad_norm": 4.054474830627441,
|
196 |
+
"learning_rate": 2.821903652074493e-05,
|
197 |
+
"loss": 0.4361,
|
198 |
+
"step": 13500
|
199 |
+
},
|
200 |
+
{
|
201 |
+
"epoch": 0.307820848266309,
|
202 |
+
"grad_norm": 7.193812847137451,
|
203 |
+
"learning_rate": 2.8153074910402147e-05,
|
204 |
+
"loss": 0.4251,
|
205 |
+
"step": 14000
|
206 |
+
},
|
207 |
+
{
|
208 |
+
"epoch": 0.3188144499901058,
|
209 |
+
"grad_norm": 4.036972999572754,
|
210 |
+
"learning_rate": 2.8087113300059365e-05,
|
211 |
+
"loss": 0.4233,
|
212 |
+
"step": 14500
|
213 |
+
},
|
214 |
+
{
|
215 |
+
"epoch": 0.3298080517139025,
|
216 |
+
"grad_norm": 6.451129913330078,
|
217 |
+
"learning_rate": 2.8021151689716586e-05,
|
218 |
+
"loss": 0.4407,
|
219 |
+
"step": 15000
|
220 |
+
},
|
221 |
+
{
|
222 |
+
"epoch": 0.34080165343769925,
|
223 |
+
"grad_norm": 6.5472612380981445,
|
224 |
+
"learning_rate": 2.7955190079373803e-05,
|
225 |
+
"loss": 0.4158,
|
226 |
+
"step": 15500
|
227 |
+
},
|
228 |
+
{
|
229 |
+
"epoch": 0.351795255161496,
|
230 |
+
"grad_norm": 16.589092254638672,
|
231 |
+
"learning_rate": 2.7889228469031024e-05,
|
232 |
+
"loss": 0.4261,
|
233 |
+
"step": 16000
|
234 |
+
},
|
235 |
+
{
|
236 |
+
"epoch": 0.3627888568852928,
|
237 |
+
"grad_norm": 6.696326732635498,
|
238 |
+
"learning_rate": 2.7823266858688245e-05,
|
239 |
+
"loss": 0.4111,
|
240 |
+
"step": 16500
|
241 |
+
},
|
242 |
+
{
|
243 |
+
"epoch": 0.3737824586090895,
|
244 |
+
"grad_norm": 4.396112442016602,
|
245 |
+
"learning_rate": 2.7757305248345466e-05,
|
246 |
+
"loss": 0.4236,
|
247 |
+
"step": 17000
|
248 |
+
},
|
249 |
+
{
|
250 |
+
"epoch": 0.38477606033288625,
|
251 |
+
"grad_norm": 7.1260986328125,
|
252 |
+
"learning_rate": 2.7691343638002683e-05,
|
253 |
+
"loss": 0.413,
|
254 |
+
"step": 17500
|
255 |
+
},
|
256 |
+
{
|
257 |
+
"epoch": 0.395769662056683,
|
258 |
+
"grad_norm": 8.553855895996094,
|
259 |
+
"learning_rate": 2.7625382027659904e-05,
|
260 |
+
"loss": 0.4105,
|
261 |
+
"step": 18000
|
262 |
+
},
|
263 |
+
{
|
264 |
+
"epoch": 0.4067632637804798,
|
265 |
+
"grad_norm": 1.411335825920105,
|
266 |
+
"learning_rate": 2.755942041731712e-05,
|
267 |
+
"loss": 0.3977,
|
268 |
+
"step": 18500
|
269 |
+
},
|
270 |
+
{
|
271 |
+
"epoch": 0.4177568655042765,
|
272 |
+
"grad_norm": 12.823638916015625,
|
273 |
+
"learning_rate": 2.7493458806974342e-05,
|
274 |
+
"loss": 0.4143,
|
275 |
+
"step": 19000
|
276 |
+
},
|
277 |
+
{
|
278 |
+
"epoch": 0.42875046722807325,
|
279 |
+
"grad_norm": 11.823991775512695,
|
280 |
+
"learning_rate": 2.742749719663156e-05,
|
281 |
+
"loss": 0.4002,
|
282 |
+
"step": 19500
|
283 |
+
},
|
284 |
+
{
|
285 |
+
"epoch": 0.43974406895187,
|
286 |
+
"grad_norm": 5.152065753936768,
|
287 |
+
"learning_rate": 2.736153558628878e-05,
|
288 |
+
"loss": 0.4001,
|
289 |
+
"step": 20000
|
290 |
+
},
|
291 |
+
{
|
292 |
+
"epoch": 0.4507376706756668,
|
293 |
+
"grad_norm": 2.0797653198242188,
|
294 |
+
"learning_rate": 2.7295573975946e-05,
|
295 |
+
"loss": 0.4137,
|
296 |
+
"step": 20500
|
297 |
+
},
|
298 |
+
{
|
299 |
+
"epoch": 0.4617312723994635,
|
300 |
+
"grad_norm": 5.874008655548096,
|
301 |
+
"learning_rate": 2.722961236560322e-05,
|
302 |
+
"loss": 0.4166,
|
303 |
+
"step": 21000
|
304 |
+
},
|
305 |
+
{
|
306 |
+
"epoch": 0.47272487412326025,
|
307 |
+
"grad_norm": 20.658824920654297,
|
308 |
+
"learning_rate": 2.716365075526044e-05,
|
309 |
+
"loss": 0.4072,
|
310 |
+
"step": 21500
|
311 |
+
},
|
312 |
+
{
|
313 |
+
"epoch": 0.483718475847057,
|
314 |
+
"grad_norm": 11.262660026550293,
|
315 |
+
"learning_rate": 2.709768914491766e-05,
|
316 |
+
"loss": 0.4048,
|
317 |
+
"step": 22000
|
318 |
+
},
|
319 |
+
{
|
320 |
+
"epoch": 0.4947120775708538,
|
321 |
+
"grad_norm": 8.16556167602539,
|
322 |
+
"learning_rate": 2.7031727534574878e-05,
|
323 |
+
"loss": 0.4059,
|
324 |
+
"step": 22500
|
325 |
+
},
|
326 |
+
{
|
327 |
+
"epoch": 0.5057056792946505,
|
328 |
+
"grad_norm": 12.176790237426758,
|
329 |
+
"learning_rate": 2.6965765924232095e-05,
|
330 |
+
"loss": 0.415,
|
331 |
+
"step": 23000
|
332 |
+
},
|
333 |
+
{
|
334 |
+
"epoch": 0.5166992810184473,
|
335 |
+
"grad_norm": 8.630789756774902,
|
336 |
+
"learning_rate": 2.6899804313889316e-05,
|
337 |
+
"loss": 0.4059,
|
338 |
+
"step": 23500
|
339 |
+
},
|
340 |
+
{
|
341 |
+
"epoch": 0.527692882742244,
|
342 |
+
"grad_norm": 11.014044761657715,
|
343 |
+
"learning_rate": 2.6833842703546537e-05,
|
344 |
+
"loss": 0.3804,
|
345 |
+
"step": 24000
|
346 |
+
},
|
347 |
+
{
|
348 |
+
"epoch": 0.5386864844660407,
|
349 |
+
"grad_norm": 12.287202835083008,
|
350 |
+
"learning_rate": 2.6767881093203758e-05,
|
351 |
+
"loss": 0.4046,
|
352 |
+
"step": 24500
|
353 |
+
},
|
354 |
+
{
|
355 |
+
"epoch": 0.5496800861898375,
|
356 |
+
"grad_norm": 6.118470668792725,
|
357 |
+
"learning_rate": 2.6701919482860975e-05,
|
358 |
+
"loss": 0.398,
|
359 |
+
"step": 25000
|
360 |
+
},
|
361 |
+
{
|
362 |
+
"epoch": 0.5606736879136343,
|
363 |
+
"grad_norm": 17.233190536499023,
|
364 |
+
"learning_rate": 2.6635957872518196e-05,
|
365 |
+
"loss": 0.4013,
|
366 |
+
"step": 25500
|
367 |
+
},
|
368 |
+
{
|
369 |
+
"epoch": 0.571667289637431,
|
370 |
+
"grad_norm": 15.902141571044922,
|
371 |
+
"learning_rate": 2.6569996262175417e-05,
|
372 |
+
"loss": 0.4158,
|
373 |
+
"step": 26000
|
374 |
+
},
|
375 |
+
{
|
376 |
+
"epoch": 0.5826608913612278,
|
377 |
+
"grad_norm": 6.975952625274658,
|
378 |
+
"learning_rate": 2.650403465183263e-05,
|
379 |
+
"loss": 0.3939,
|
380 |
+
"step": 26500
|
381 |
+
},
|
382 |
+
{
|
383 |
+
"epoch": 0.5936544930850245,
|
384 |
+
"grad_norm": 19.319835662841797,
|
385 |
+
"learning_rate": 2.6438073041489852e-05,
|
386 |
+
"loss": 0.4021,
|
387 |
+
"step": 27000
|
388 |
+
},
|
389 |
+
{
|
390 |
+
"epoch": 0.6046480948088213,
|
391 |
+
"grad_norm": 3.9395010471343994,
|
392 |
+
"learning_rate": 2.6372111431147073e-05,
|
393 |
+
"loss": 0.4015,
|
394 |
+
"step": 27500
|
395 |
+
},
|
396 |
+
{
|
397 |
+
"epoch": 0.615641696532618,
|
398 |
+
"grad_norm": 7.098001956939697,
|
399 |
+
"learning_rate": 2.6306149820804294e-05,
|
400 |
+
"loss": 0.3876,
|
401 |
+
"step": 28000
|
402 |
+
},
|
403 |
+
{
|
404 |
+
"epoch": 0.6266352982564147,
|
405 |
+
"grad_norm": 3.967722177505493,
|
406 |
+
"learning_rate": 2.624018821046151e-05,
|
407 |
+
"loss": 0.3935,
|
408 |
+
"step": 28500
|
409 |
+
},
|
410 |
+
{
|
411 |
+
"epoch": 0.6376288999802115,
|
412 |
+
"grad_norm": 5.257786273956299,
|
413 |
+
"learning_rate": 2.6174226600118732e-05,
|
414 |
+
"loss": 0.3959,
|
415 |
+
"step": 29000
|
416 |
+
},
|
417 |
+
{
|
418 |
+
"epoch": 0.6486225017040083,
|
419 |
+
"grad_norm": 17.10645294189453,
|
420 |
+
"learning_rate": 2.6108264989775953e-05,
|
421 |
+
"loss": 0.3948,
|
422 |
+
"step": 29500
|
423 |
+
},
|
424 |
+
{
|
425 |
+
"epoch": 0.659616103427805,
|
426 |
+
"grad_norm": 14.60950756072998,
|
427 |
+
"learning_rate": 2.6042303379433174e-05,
|
428 |
+
"loss": 0.4078,
|
429 |
+
"step": 30000
|
430 |
+
},
|
431 |
+
{
|
432 |
+
"epoch": 0.6706097051516018,
|
433 |
+
"grad_norm": 6.0776166915893555,
|
434 |
+
"learning_rate": 2.5976341769090388e-05,
|
435 |
+
"loss": 0.3831,
|
436 |
+
"step": 30500
|
437 |
+
},
|
438 |
+
{
|
439 |
+
"epoch": 0.6816033068753985,
|
440 |
+
"grad_norm": 1.830690622329712,
|
441 |
+
"learning_rate": 2.591038015874761e-05,
|
442 |
+
"loss": 0.3911,
|
443 |
+
"step": 31000
|
444 |
+
},
|
445 |
+
{
|
446 |
+
"epoch": 0.6925969085991953,
|
447 |
+
"grad_norm": 16.717496871948242,
|
448 |
+
"learning_rate": 2.584441854840483e-05,
|
449 |
+
"loss": 0.3926,
|
450 |
+
"step": 31500
|
451 |
+
},
|
452 |
+
{
|
453 |
+
"epoch": 0.703590510322992,
|
454 |
+
"grad_norm": 4.424517631530762,
|
455 |
+
"learning_rate": 2.5778456938062047e-05,
|
456 |
+
"loss": 0.3931,
|
457 |
+
"step": 32000
|
458 |
+
},
|
459 |
+
{
|
460 |
+
"epoch": 0.7145841120467887,
|
461 |
+
"grad_norm": 6.995429992675781,
|
462 |
+
"learning_rate": 2.5712495327719268e-05,
|
463 |
+
"loss": 0.3912,
|
464 |
+
"step": 32500
|
465 |
+
},
|
466 |
+
{
|
467 |
+
"epoch": 0.7255777137705856,
|
468 |
+
"grad_norm": 6.78953742980957,
|
469 |
+
"learning_rate": 2.564653371737649e-05,
|
470 |
+
"loss": 0.3858,
|
471 |
+
"step": 33000
|
472 |
+
},
|
473 |
+
{
|
474 |
+
"epoch": 0.7365713154943823,
|
475 |
+
"grad_norm": 12.592966079711914,
|
476 |
+
"learning_rate": 2.558057210703371e-05,
|
477 |
+
"loss": 0.3822,
|
478 |
+
"step": 33500
|
479 |
+
},
|
480 |
+
{
|
481 |
+
"epoch": 0.747564917218179,
|
482 |
+
"grad_norm": 1.8982641696929932,
|
483 |
+
"learning_rate": 2.5514610496690927e-05,
|
484 |
+
"loss": 0.3964,
|
485 |
+
"step": 34000
|
486 |
+
},
|
487 |
+
{
|
488 |
+
"epoch": 0.7585585189419758,
|
489 |
+
"grad_norm": 3.2166171073913574,
|
490 |
+
"learning_rate": 2.5448648886348144e-05,
|
491 |
+
"loss": 0.3902,
|
492 |
+
"step": 34500
|
493 |
+
},
|
494 |
+
{
|
495 |
+
"epoch": 0.7695521206657725,
|
496 |
+
"grad_norm": 10.258162498474121,
|
497 |
+
"learning_rate": 2.5382687276005365e-05,
|
498 |
+
"loss": 0.3691,
|
499 |
+
"step": 35000
|
500 |
+
},
|
501 |
+
{
|
502 |
+
"epoch": 0.7805457223895693,
|
503 |
+
"grad_norm": 2.9836630821228027,
|
504 |
+
"learning_rate": 2.5316725665662583e-05,
|
505 |
+
"loss": 0.3937,
|
506 |
+
"step": 35500
|
507 |
+
},
|
508 |
+
{
|
509 |
+
"epoch": 0.791539324113366,
|
510 |
+
"grad_norm": 10.085326194763184,
|
511 |
+
"learning_rate": 2.5250764055319804e-05,
|
512 |
+
"loss": 0.3897,
|
513 |
+
"step": 36000
|
514 |
+
},
|
515 |
+
{
|
516 |
+
"epoch": 0.8025329258371627,
|
517 |
+
"grad_norm": 8.519903182983398,
|
518 |
+
"learning_rate": 2.5184802444977024e-05,
|
519 |
+
"loss": 0.361,
|
520 |
+
"step": 36500
|
521 |
+
},
|
522 |
+
{
|
523 |
+
"epoch": 0.8135265275609596,
|
524 |
+
"grad_norm": 4.746450901031494,
|
525 |
+
"learning_rate": 2.5118840834634245e-05,
|
526 |
+
"loss": 0.3845,
|
527 |
+
"step": 37000
|
528 |
+
},
|
529 |
+
{
|
530 |
+
"epoch": 0.8245201292847563,
|
531 |
+
"grad_norm": 13.058253288269043,
|
532 |
+
"learning_rate": 2.5052879224291463e-05,
|
533 |
+
"loss": 0.3871,
|
534 |
+
"step": 37500
|
535 |
+
},
|
536 |
+
{
|
537 |
+
"epoch": 0.835513731008553,
|
538 |
+
"grad_norm": 2.8094441890716553,
|
539 |
+
"learning_rate": 2.4986917613948684e-05,
|
540 |
+
"loss": 0.4012,
|
541 |
+
"step": 38000
|
542 |
+
},
|
543 |
+
{
|
544 |
+
"epoch": 0.8465073327323498,
|
545 |
+
"grad_norm": 4.1435770988464355,
|
546 |
+
"learning_rate": 2.49209560036059e-05,
|
547 |
+
"loss": 0.3802,
|
548 |
+
"step": 38500
|
549 |
+
},
|
550 |
+
{
|
551 |
+
"epoch": 0.8575009344561465,
|
552 |
+
"grad_norm": 12.436211585998535,
|
553 |
+
"learning_rate": 2.4854994393263122e-05,
|
554 |
+
"loss": 0.3705,
|
555 |
+
"step": 39000
|
556 |
+
},
|
557 |
+
{
|
558 |
+
"epoch": 0.8684945361799433,
|
559 |
+
"grad_norm": 16.29452133178711,
|
560 |
+
"learning_rate": 2.478903278292034e-05,
|
561 |
+
"loss": 0.3921,
|
562 |
+
"step": 39500
|
563 |
+
},
|
564 |
+
{
|
565 |
+
"epoch": 0.87948813790374,
|
566 |
+
"grad_norm": 6.898037910461426,
|
567 |
+
"learning_rate": 2.472307117257756e-05,
|
568 |
+
"loss": 0.3925,
|
569 |
+
"step": 40000
|
570 |
+
},
|
571 |
+
{
|
572 |
+
"epoch": 0.8904817396275367,
|
573 |
+
"grad_norm": 6.402541160583496,
|
574 |
+
"learning_rate": 2.465710956223478e-05,
|
575 |
+
"loss": 0.3771,
|
576 |
+
"step": 40500
|
577 |
+
},
|
578 |
+
{
|
579 |
+
"epoch": 0.9014753413513336,
|
580 |
+
"grad_norm": 3.24283504486084,
|
581 |
+
"learning_rate": 2.4591147951892e-05,
|
582 |
+
"loss": 0.3698,
|
583 |
+
"step": 41000
|
584 |
+
},
|
585 |
+
{
|
586 |
+
"epoch": 0.9124689430751303,
|
587 |
+
"grad_norm": 7.773282527923584,
|
588 |
+
"learning_rate": 2.452518634154922e-05,
|
589 |
+
"loss": 0.3823,
|
590 |
+
"step": 41500
|
591 |
+
},
|
592 |
+
{
|
593 |
+
"epoch": 0.923462544798927,
|
594 |
+
"grad_norm": 4.645416736602783,
|
595 |
+
"learning_rate": 2.445922473120644e-05,
|
596 |
+
"loss": 0.3792,
|
597 |
+
"step": 42000
|
598 |
+
},
|
599 |
+
{
|
600 |
+
"epoch": 0.9344561465227238,
|
601 |
+
"grad_norm": 8.859955787658691,
|
602 |
+
"learning_rate": 2.4393263120863658e-05,
|
603 |
+
"loss": 0.3988,
|
604 |
+
"step": 42500
|
605 |
+
},
|
606 |
+
{
|
607 |
+
"epoch": 0.9454497482465205,
|
608 |
+
"grad_norm": 5.384950160980225,
|
609 |
+
"learning_rate": 2.4327301510520875e-05,
|
610 |
+
"loss": 0.367,
|
611 |
+
"step": 43000
|
612 |
+
},
|
613 |
+
{
|
614 |
+
"epoch": 0.9564433499703173,
|
615 |
+
"grad_norm": 21.994779586791992,
|
616 |
+
"learning_rate": 2.4261339900178096e-05,
|
617 |
+
"loss": 0.3768,
|
618 |
+
"step": 43500
|
619 |
+
},
|
620 |
+
{
|
621 |
+
"epoch": 0.967436951694114,
|
622 |
+
"grad_norm": 9.221137046813965,
|
623 |
+
"learning_rate": 2.4195378289835317e-05,
|
624 |
+
"loss": 0.3767,
|
625 |
+
"step": 44000
|
626 |
+
},
|
627 |
+
{
|
628 |
+
"epoch": 0.9784305534179107,
|
629 |
+
"grad_norm": 1.9626529216766357,
|
630 |
+
"learning_rate": 2.4129416679492538e-05,
|
631 |
+
"loss": 0.3626,
|
632 |
+
"step": 44500
|
633 |
+
},
|
634 |
+
{
|
635 |
+
"epoch": 0.9894241551417076,
|
636 |
+
"grad_norm": 19.04450798034668,
|
637 |
+
"learning_rate": 2.4063455069149755e-05,
|
638 |
+
"loss": 0.3754,
|
639 |
+
"step": 45000
|
640 |
+
},
|
641 |
+
{
|
642 |
+
"epoch": 1.0,
|
643 |
+
"eval_accuracy": 0.8456591367721558,
|
644 |
+
"eval_f1": 0.7902943944078505,
|
645 |
+
"eval_loss": 0.37383726239204407,
|
646 |
+
"eval_mcc": 0.6683280718139261,
|
647 |
+
"eval_runtime": 29.7825,
|
648 |
+
"eval_samples_per_second": 678.754,
|
649 |
+
"eval_steps_per_second": 84.848,
|
650 |
+
"step": 45481
|
651 |
+
},
|
652 |
+
{
|
653 |
+
"epoch": 1.0004177568655044,
|
654 |
+
"grad_norm": 14.85083293914795,
|
655 |
+
"learning_rate": 2.3997493458806976e-05,
|
656 |
+
"loss": 0.3783,
|
657 |
+
"step": 45500
|
658 |
+
},
|
659 |
+
{
|
660 |
+
"epoch": 1.011411358589301,
|
661 |
+
"grad_norm": 7.004974365234375,
|
662 |
+
"learning_rate": 2.3931531848464197e-05,
|
663 |
+
"loss": 0.3307,
|
664 |
+
"step": 46000
|
665 |
+
},
|
666 |
+
{
|
667 |
+
"epoch": 1.0224049603130978,
|
668 |
+
"grad_norm": 1.900647759437561,
|
669 |
+
"learning_rate": 2.386557023812141e-05,
|
670 |
+
"loss": 0.3454,
|
671 |
+
"step": 46500
|
672 |
+
},
|
673 |
+
{
|
674 |
+
"epoch": 1.0333985620368946,
|
675 |
+
"grad_norm": 13.517301559448242,
|
676 |
+
"learning_rate": 2.379960862777863e-05,
|
677 |
+
"loss": 0.3404,
|
678 |
+
"step": 47000
|
679 |
+
},
|
680 |
+
{
|
681 |
+
"epoch": 1.0443921637606912,
|
682 |
+
"grad_norm": 11.086533546447754,
|
683 |
+
"learning_rate": 2.3733647017435853e-05,
|
684 |
+
"loss": 0.344,
|
685 |
+
"step": 47500
|
686 |
+
},
|
687 |
+
{
|
688 |
+
"epoch": 1.055385765484488,
|
689 |
+
"grad_norm": 1.5423752069473267,
|
690 |
+
"learning_rate": 2.3667685407093073e-05,
|
691 |
+
"loss": 0.348,
|
692 |
+
"step": 48000
|
693 |
+
},
|
694 |
+
{
|
695 |
+
"epoch": 1.0663793672082849,
|
696 |
+
"grad_norm": 13.40974235534668,
|
697 |
+
"learning_rate": 2.360172379675029e-05,
|
698 |
+
"loss": 0.3353,
|
699 |
+
"step": 48500
|
700 |
+
},
|
701 |
+
{
|
702 |
+
"epoch": 1.0773729689320815,
|
703 |
+
"grad_norm": 8.961548805236816,
|
704 |
+
"learning_rate": 2.353576218640751e-05,
|
705 |
+
"loss": 0.3442,
|
706 |
+
"step": 49000
|
707 |
+
},
|
708 |
+
{
|
709 |
+
"epoch": 1.0883665706558783,
|
710 |
+
"grad_norm": 6.879663944244385,
|
711 |
+
"learning_rate": 2.3469800576064733e-05,
|
712 |
+
"loss": 0.331,
|
713 |
+
"step": 49500
|
714 |
+
},
|
715 |
+
{
|
716 |
+
"epoch": 1.099360172379675,
|
717 |
+
"grad_norm": 10.819347381591797,
|
718 |
+
"learning_rate": 2.3403838965721953e-05,
|
719 |
+
"loss": 0.3431,
|
720 |
+
"step": 50000
|
721 |
+
},
|
722 |
+
{
|
723 |
+
"epoch": 1.1103537741034717,
|
724 |
+
"grad_norm": 18.258974075317383,
|
725 |
+
"learning_rate": 2.3337877355379167e-05,
|
726 |
+
"loss": 0.3468,
|
727 |
+
"step": 50500
|
728 |
+
},
|
729 |
+
{
|
730 |
+
"epoch": 1.1213473758272685,
|
731 |
+
"grad_norm": 11.075167655944824,
|
732 |
+
"learning_rate": 2.3271915745036388e-05,
|
733 |
+
"loss": 0.3313,
|
734 |
+
"step": 51000
|
735 |
+
},
|
736 |
+
{
|
737 |
+
"epoch": 1.1323409775510653,
|
738 |
+
"grad_norm": 13.255118370056152,
|
739 |
+
"learning_rate": 2.320595413469361e-05,
|
740 |
+
"loss": 0.3379,
|
741 |
+
"step": 51500
|
742 |
+
},
|
743 |
+
{
|
744 |
+
"epoch": 1.1433345792748622,
|
745 |
+
"grad_norm": 9.165648460388184,
|
746 |
+
"learning_rate": 2.3139992524350827e-05,
|
747 |
+
"loss": 0.3402,
|
748 |
+
"step": 52000
|
749 |
+
},
|
750 |
+
{
|
751 |
+
"epoch": 1.1543281809986587,
|
752 |
+
"grad_norm": 20.563486099243164,
|
753 |
+
"learning_rate": 2.3074030914008047e-05,
|
754 |
+
"loss": 0.3429,
|
755 |
+
"step": 52500
|
756 |
+
},
|
757 |
+
{
|
758 |
+
"epoch": 1.1653217827224556,
|
759 |
+
"grad_norm": 23.879840850830078,
|
760 |
+
"learning_rate": 2.3008069303665268e-05,
|
761 |
+
"loss": 0.3437,
|
762 |
+
"step": 53000
|
763 |
+
},
|
764 |
+
{
|
765 |
+
"epoch": 1.1763153844462524,
|
766 |
+
"grad_norm": 16.95256996154785,
|
767 |
+
"learning_rate": 2.294210769332249e-05,
|
768 |
+
"loss": 0.3484,
|
769 |
+
"step": 53500
|
770 |
+
},
|
771 |
+
{
|
772 |
+
"epoch": 1.187308986170049,
|
773 |
+
"grad_norm": 23.673189163208008,
|
774 |
+
"learning_rate": 2.2876146082979707e-05,
|
775 |
+
"loss": 0.3175,
|
776 |
+
"step": 54000
|
777 |
+
},
|
778 |
+
{
|
779 |
+
"epoch": 1.1983025878938458,
|
780 |
+
"grad_norm": 12.443720817565918,
|
781 |
+
"learning_rate": 2.2810184472636927e-05,
|
782 |
+
"loss": 0.3471,
|
783 |
+
"step": 54500
|
784 |
+
},
|
785 |
+
{
|
786 |
+
"epoch": 1.2092961896176426,
|
787 |
+
"grad_norm": 6.558742046356201,
|
788 |
+
"learning_rate": 2.2744222862294145e-05,
|
789 |
+
"loss": 0.3463,
|
790 |
+
"step": 55000
|
791 |
+
},
|
792 |
+
{
|
793 |
+
"epoch": 1.2202897913414392,
|
794 |
+
"grad_norm": 3.0714826583862305,
|
795 |
+
"learning_rate": 2.2678261251951362e-05,
|
796 |
+
"loss": 0.3352,
|
797 |
+
"step": 55500
|
798 |
+
},
|
799 |
+
{
|
800 |
+
"epoch": 1.231283393065236,
|
801 |
+
"grad_norm": 6.919187068939209,
|
802 |
+
"learning_rate": 2.2612299641608583e-05,
|
803 |
+
"loss": 0.335,
|
804 |
+
"step": 56000
|
805 |
+
},
|
806 |
+
{
|
807 |
+
"epoch": 1.2422769947890329,
|
808 |
+
"grad_norm": 8.951086044311523,
|
809 |
+
"learning_rate": 2.2546338031265804e-05,
|
810 |
+
"loss": 0.3437,
|
811 |
+
"step": 56500
|
812 |
+
},
|
813 |
+
{
|
814 |
+
"epoch": 1.2532705965128295,
|
815 |
+
"grad_norm": 81.6339111328125,
|
816 |
+
"learning_rate": 2.2480376420923025e-05,
|
817 |
+
"loss": 0.318,
|
818 |
+
"step": 57000
|
819 |
+
},
|
820 |
+
{
|
821 |
+
"epoch": 1.2642641982366263,
|
822 |
+
"grad_norm": 10.197173118591309,
|
823 |
+
"learning_rate": 2.2414414810580242e-05,
|
824 |
+
"loss": 0.3478,
|
825 |
+
"step": 57500
|
826 |
+
},
|
827 |
+
{
|
828 |
+
"epoch": 1.275257799960423,
|
829 |
+
"grad_norm": 3.3102078437805176,
|
830 |
+
"learning_rate": 2.2348453200237463e-05,
|
831 |
+
"loss": 0.3316,
|
832 |
+
"step": 58000
|
833 |
+
},
|
834 |
+
{
|
835 |
+
"epoch": 1.2862514016842197,
|
836 |
+
"grad_norm": 7.871964454650879,
|
837 |
+
"learning_rate": 2.2282491589894684e-05,
|
838 |
+
"loss": 0.3329,
|
839 |
+
"step": 58500
|
840 |
+
},
|
841 |
+
{
|
842 |
+
"epoch": 1.2972450034080165,
|
843 |
+
"grad_norm": 13.741714477539062,
|
844 |
+
"learning_rate": 2.22165299795519e-05,
|
845 |
+
"loss": 0.3285,
|
846 |
+
"step": 59000
|
847 |
+
},
|
848 |
+
{
|
849 |
+
"epoch": 1.3082386051318133,
|
850 |
+
"grad_norm": 5.765045166015625,
|
851 |
+
"learning_rate": 2.215056836920912e-05,
|
852 |
+
"loss": 0.3363,
|
853 |
+
"step": 59500
|
854 |
+
},
|
855 |
+
{
|
856 |
+
"epoch": 1.31923220685561,
|
857 |
+
"grad_norm": 21.365049362182617,
|
858 |
+
"learning_rate": 2.208460675886634e-05,
|
859 |
+
"loss": 0.3475,
|
860 |
+
"step": 60000
|
861 |
+
},
|
862 |
+
{
|
863 |
+
"epoch": 1.3302258085794068,
|
864 |
+
"grad_norm": 16.869543075561523,
|
865 |
+
"learning_rate": 2.201864514852356e-05,
|
866 |
+
"loss": 0.3252,
|
867 |
+
"step": 60500
|
868 |
+
},
|
869 |
+
{
|
870 |
+
"epoch": 1.3412194103032036,
|
871 |
+
"grad_norm": 31.089399337768555,
|
872 |
+
"learning_rate": 2.1952683538180778e-05,
|
873 |
+
"loss": 0.3344,
|
874 |
+
"step": 61000
|
875 |
+
},
|
876 |
+
{
|
877 |
+
"epoch": 1.3522130120270002,
|
878 |
+
"grad_norm": 11.333529472351074,
|
879 |
+
"learning_rate": 2.1886721927838e-05,
|
880 |
+
"loss": 0.3641,
|
881 |
+
"step": 61500
|
882 |
+
},
|
883 |
+
{
|
884 |
+
"epoch": 1.363206613750797,
|
885 |
+
"grad_norm": 9.713915824890137,
|
886 |
+
"learning_rate": 2.182076031749522e-05,
|
887 |
+
"loss": 0.3415,
|
888 |
+
"step": 62000
|
889 |
+
},
|
890 |
+
{
|
891 |
+
"epoch": 1.3742002154745938,
|
892 |
+
"grad_norm": 8.068568229675293,
|
893 |
+
"learning_rate": 2.175479870715244e-05,
|
894 |
+
"loss": 0.3591,
|
895 |
+
"step": 62500
|
896 |
+
},
|
897 |
+
{
|
898 |
+
"epoch": 1.3851938171983904,
|
899 |
+
"grad_norm": 19.801572799682617,
|
900 |
+
"learning_rate": 2.1688837096809655e-05,
|
901 |
+
"loss": 0.335,
|
902 |
+
"step": 63000
|
903 |
+
},
|
904 |
+
{
|
905 |
+
"epoch": 1.3961874189221872,
|
906 |
+
"grad_norm": 28.160655975341797,
|
907 |
+
"learning_rate": 2.1622875486466876e-05,
|
908 |
+
"loss": 0.3374,
|
909 |
+
"step": 63500
|
910 |
+
},
|
911 |
+
{
|
912 |
+
"epoch": 1.407181020645984,
|
913 |
+
"grad_norm": 2.872919797897339,
|
914 |
+
"learning_rate": 2.1556913876124096e-05,
|
915 |
+
"loss": 0.3403,
|
916 |
+
"step": 64000
|
917 |
+
},
|
918 |
+
{
|
919 |
+
"epoch": 1.4181746223697809,
|
920 |
+
"grad_norm": 2.8728220462799072,
|
921 |
+
"learning_rate": 2.1490952265781317e-05,
|
922 |
+
"loss": 0.3384,
|
923 |
+
"step": 64500
|
924 |
+
},
|
925 |
+
{
|
926 |
+
"epoch": 1.4291682240935775,
|
927 |
+
"grad_norm": 5.093236923217773,
|
928 |
+
"learning_rate": 2.1424990655438535e-05,
|
929 |
+
"loss": 0.3305,
|
930 |
+
"step": 65000
|
931 |
+
},
|
932 |
+
{
|
933 |
+
"epoch": 1.4401618258173743,
|
934 |
+
"grad_norm": 17.081308364868164,
|
935 |
+
"learning_rate": 2.1359029045095756e-05,
|
936 |
+
"loss": 0.3589,
|
937 |
+
"step": 65500
|
938 |
+
},
|
939 |
+
{
|
940 |
+
"epoch": 1.451155427541171,
|
941 |
+
"grad_norm": 2.3248064517974854,
|
942 |
+
"learning_rate": 2.1293067434752976e-05,
|
943 |
+
"loss": 0.3313,
|
944 |
+
"step": 66000
|
945 |
+
},
|
946 |
+
{
|
947 |
+
"epoch": 1.462149029264968,
|
948 |
+
"grad_norm": 24.70163917541504,
|
949 |
+
"learning_rate": 2.1227105824410194e-05,
|
950 |
+
"loss": 0.3338,
|
951 |
+
"step": 66500
|
952 |
+
},
|
953 |
+
{
|
954 |
+
"epoch": 1.4731426309887645,
|
955 |
+
"grad_norm": 19.80680274963379,
|
956 |
+
"learning_rate": 2.116114421406741e-05,
|
957 |
+
"loss": 0.3487,
|
958 |
+
"step": 67000
|
959 |
+
},
|
960 |
+
{
|
961 |
+
"epoch": 1.4841362327125613,
|
962 |
+
"grad_norm": 2.365659713745117,
|
963 |
+
"learning_rate": 2.1095182603724632e-05,
|
964 |
+
"loss": 0.3479,
|
965 |
+
"step": 67500
|
966 |
+
},
|
967 |
+
{
|
968 |
+
"epoch": 1.4951298344363582,
|
969 |
+
"grad_norm": 2.9082655906677246,
|
970 |
+
"learning_rate": 2.1029220993381853e-05,
|
971 |
+
"loss": 0.3427,
|
972 |
+
"step": 68000
|
973 |
+
},
|
974 |
+
{
|
975 |
+
"epoch": 1.5061234361601548,
|
976 |
+
"grad_norm": 1.5247036218643188,
|
977 |
+
"learning_rate": 2.096325938303907e-05,
|
978 |
+
"loss": 0.321,
|
979 |
+
"step": 68500
|
980 |
+
},
|
981 |
+
{
|
982 |
+
"epoch": 1.5171170378839516,
|
983 |
+
"grad_norm": 13.082464218139648,
|
984 |
+
"learning_rate": 2.089729777269629e-05,
|
985 |
+
"loss": 0.347,
|
986 |
+
"step": 69000
|
987 |
+
},
|
988 |
+
{
|
989 |
+
"epoch": 1.5281106396077484,
|
990 |
+
"grad_norm": 32.83438491821289,
|
991 |
+
"learning_rate": 2.0831336162353512e-05,
|
992 |
+
"loss": 0.3382,
|
993 |
+
"step": 69500
|
994 |
+
},
|
995 |
+
{
|
996 |
+
"epoch": 1.539104241331545,
|
997 |
+
"grad_norm": 19.514705657958984,
|
998 |
+
"learning_rate": 2.0765374552010733e-05,
|
999 |
+
"loss": 0.334,
|
1000 |
+
"step": 70000
|
1001 |
+
},
|
1002 |
+
{
|
1003 |
+
"epoch": 1.5500978430553418,
|
1004 |
+
"grad_norm": 11.129077911376953,
|
1005 |
+
"learning_rate": 2.069941294166795e-05,
|
1006 |
+
"loss": 0.3376,
|
1007 |
+
"step": 70500
|
1008 |
+
},
|
1009 |
+
{
|
1010 |
+
"epoch": 1.5610914447791386,
|
1011 |
+
"grad_norm": 14.449658393859863,
|
1012 |
+
"learning_rate": 2.0633451331325168e-05,
|
1013 |
+
"loss": 0.3297,
|
1014 |
+
"step": 71000
|
1015 |
+
},
|
1016 |
+
{
|
1017 |
+
"epoch": 1.5720850465029352,
|
1018 |
+
"grad_norm": 4.129580974578857,
|
1019 |
+
"learning_rate": 2.056748972098239e-05,
|
1020 |
+
"loss": 0.3405,
|
1021 |
+
"step": 71500
|
1022 |
+
},
|
1023 |
+
{
|
1024 |
+
"epoch": 1.583078648226732,
|
1025 |
+
"grad_norm": 4.104194164276123,
|
1026 |
+
"learning_rate": 2.0501528110639606e-05,
|
1027 |
+
"loss": 0.3327,
|
1028 |
+
"step": 72000
|
1029 |
+
},
|
1030 |
+
{
|
1031 |
+
"epoch": 1.5940722499505289,
|
1032 |
+
"grad_norm": 12.376803398132324,
|
1033 |
+
"learning_rate": 2.0435566500296827e-05,
|
1034 |
+
"loss": 0.3178,
|
1035 |
+
"step": 72500
|
1036 |
+
},
|
1037 |
+
{
|
1038 |
+
"epoch": 1.6050658516743255,
|
1039 |
+
"grad_norm": 18.45488739013672,
|
1040 |
+
"learning_rate": 2.0369604889954048e-05,
|
1041 |
+
"loss": 0.3457,
|
1042 |
+
"step": 73000
|
1043 |
+
},
|
1044 |
+
{
|
1045 |
+
"epoch": 1.6160594533981223,
|
1046 |
+
"grad_norm": 6.8812174797058105,
|
1047 |
+
"learning_rate": 2.030364327961127e-05,
|
1048 |
+
"loss": 0.3452,
|
1049 |
+
"step": 73500
|
1050 |
+
},
|
1051 |
+
{
|
1052 |
+
"epoch": 1.6270530551219191,
|
1053 |
+
"grad_norm": 3.4659981727600098,
|
1054 |
+
"learning_rate": 2.0237681669268486e-05,
|
1055 |
+
"loss": 0.3407,
|
1056 |
+
"step": 74000
|
1057 |
+
},
|
1058 |
+
{
|
1059 |
+
"epoch": 1.6380466568457157,
|
1060 |
+
"grad_norm": 21.697237014770508,
|
1061 |
+
"learning_rate": 2.0171720058925707e-05,
|
1062 |
+
"loss": 0.3493,
|
1063 |
+
"step": 74500
|
1064 |
+
},
|
1065 |
+
{
|
1066 |
+
"epoch": 1.6490402585695125,
|
1067 |
+
"grad_norm": 20.997262954711914,
|
1068 |
+
"learning_rate": 2.0105758448582925e-05,
|
1069 |
+
"loss": 0.3453,
|
1070 |
+
"step": 75000
|
1071 |
+
},
|
1072 |
+
{
|
1073 |
+
"epoch": 1.6600338602933093,
|
1074 |
+
"grad_norm": 8.582404136657715,
|
1075 |
+
"learning_rate": 2.0039796838240142e-05,
|
1076 |
+
"loss": 0.344,
|
1077 |
+
"step": 75500
|
1078 |
+
},
|
1079 |
+
{
|
1080 |
+
"epoch": 1.671027462017106,
|
1081 |
+
"grad_norm": 15.028887748718262,
|
1082 |
+
"learning_rate": 1.9973835227897363e-05,
|
1083 |
+
"loss": 0.3428,
|
1084 |
+
"step": 76000
|
1085 |
+
},
|
1086 |
+
{
|
1087 |
+
"epoch": 1.6820210637409028,
|
1088 |
+
"grad_norm": 15.200948715209961,
|
1089 |
+
"learning_rate": 1.9907873617554584e-05,
|
1090 |
+
"loss": 0.3531,
|
1091 |
+
"step": 76500
|
1092 |
+
},
|
1093 |
+
{
|
1094 |
+
"epoch": 1.6930146654646996,
|
1095 |
+
"grad_norm": 12.243021011352539,
|
1096 |
+
"learning_rate": 1.9841912007211805e-05,
|
1097 |
+
"loss": 0.3288,
|
1098 |
+
"step": 77000
|
1099 |
+
},
|
1100 |
+
{
|
1101 |
+
"epoch": 1.7040082671884962,
|
1102 |
+
"grad_norm": 0.7417749166488647,
|
1103 |
+
"learning_rate": 1.9775950396869022e-05,
|
1104 |
+
"loss": 0.3305,
|
1105 |
+
"step": 77500
|
1106 |
+
},
|
1107 |
+
{
|
1108 |
+
"epoch": 1.715001868912293,
|
1109 |
+
"grad_norm": 12.099386215209961,
|
1110 |
+
"learning_rate": 1.9709988786526243e-05,
|
1111 |
+
"loss": 0.3521,
|
1112 |
+
"step": 78000
|
1113 |
+
},
|
1114 |
+
{
|
1115 |
+
"epoch": 1.7259954706360898,
|
1116 |
+
"grad_norm": 10.566434860229492,
|
1117 |
+
"learning_rate": 1.9644027176183464e-05,
|
1118 |
+
"loss": 0.3466,
|
1119 |
+
"step": 78500
|
1120 |
+
},
|
1121 |
+
{
|
1122 |
+
"epoch": 1.7369890723598864,
|
1123 |
+
"grad_norm": 1.6488581895828247,
|
1124 |
+
"learning_rate": 1.957806556584068e-05,
|
1125 |
+
"loss": 0.3453,
|
1126 |
+
"step": 79000
|
1127 |
+
},
|
1128 |
+
{
|
1129 |
+
"epoch": 1.7479826740836832,
|
1130 |
+
"grad_norm": 15.446043968200684,
|
1131 |
+
"learning_rate": 1.95121039554979e-05,
|
1132 |
+
"loss": 0.3547,
|
1133 |
+
"step": 79500
|
1134 |
+
},
|
1135 |
+
{
|
1136 |
+
"epoch": 1.75897627580748,
|
1137 |
+
"grad_norm": 3.6907153129577637,
|
1138 |
+
"learning_rate": 1.944614234515512e-05,
|
1139 |
+
"loss": 0.3346,
|
1140 |
+
"step": 80000
|
1141 |
+
},
|
1142 |
+
{
|
1143 |
+
"epoch": 1.7699698775312767,
|
1144 |
+
"grad_norm": 13.95593547821045,
|
1145 |
+
"learning_rate": 1.938018073481234e-05,
|
1146 |
+
"loss": 0.3325,
|
1147 |
+
"step": 80500
|
1148 |
+
},
|
1149 |
+
{
|
1150 |
+
"epoch": 1.7809634792550737,
|
1151 |
+
"grad_norm": 7.613198757171631,
|
1152 |
+
"learning_rate": 1.9314219124469558e-05,
|
1153 |
+
"loss": 0.3302,
|
1154 |
+
"step": 81000
|
1155 |
+
},
|
1156 |
+
{
|
1157 |
+
"epoch": 1.7919570809788703,
|
1158 |
+
"grad_norm": 17.56180191040039,
|
1159 |
+
"learning_rate": 1.924825751412678e-05,
|
1160 |
+
"loss": 0.3303,
|
1161 |
+
"step": 81500
|
1162 |
+
},
|
1163 |
+
{
|
1164 |
+
"epoch": 1.802950682702667,
|
1165 |
+
"grad_norm": 30.033525466918945,
|
1166 |
+
"learning_rate": 1.9182295903784e-05,
|
1167 |
+
"loss": 0.327,
|
1168 |
+
"step": 82000
|
1169 |
+
},
|
1170 |
+
{
|
1171 |
+
"epoch": 1.813944284426464,
|
1172 |
+
"grad_norm": 2.658094644546509,
|
1173 |
+
"learning_rate": 1.911633429344122e-05,
|
1174 |
+
"loss": 0.3462,
|
1175 |
+
"step": 82500
|
1176 |
+
},
|
1177 |
+
{
|
1178 |
+
"epoch": 1.8249378861502605,
|
1179 |
+
"grad_norm": 8.311567306518555,
|
1180 |
+
"learning_rate": 1.9050372683098434e-05,
|
1181 |
+
"loss": 0.3347,
|
1182 |
+
"step": 83000
|
1183 |
+
},
|
1184 |
+
{
|
1185 |
+
"epoch": 1.8359314878740571,
|
1186 |
+
"grad_norm": 17.150461196899414,
|
1187 |
+
"learning_rate": 1.8984411072755655e-05,
|
1188 |
+
"loss": 0.3282,
|
1189 |
+
"step": 83500
|
1190 |
+
},
|
1191 |
+
{
|
1192 |
+
"epoch": 1.8469250895978542,
|
1193 |
+
"grad_norm": 10.157220840454102,
|
1194 |
+
"learning_rate": 1.8918449462412876e-05,
|
1195 |
+
"loss": 0.3193,
|
1196 |
+
"step": 84000
|
1197 |
+
},
|
1198 |
+
{
|
1199 |
+
"epoch": 1.8579186913216508,
|
1200 |
+
"grad_norm": 4.80257511138916,
|
1201 |
+
"learning_rate": 1.8852487852070097e-05,
|
1202 |
+
"loss": 0.3541,
|
1203 |
+
"step": 84500
|
1204 |
+
},
|
1205 |
+
{
|
1206 |
+
"epoch": 1.8689122930454476,
|
1207 |
+
"grad_norm": 3.8798446655273438,
|
1208 |
+
"learning_rate": 1.8786526241727314e-05,
|
1209 |
+
"loss": 0.3483,
|
1210 |
+
"step": 85000
|
1211 |
+
},
|
1212 |
+
{
|
1213 |
+
"epoch": 1.8799058947692444,
|
1214 |
+
"grad_norm": 8.881115913391113,
|
1215 |
+
"learning_rate": 1.8720564631384535e-05,
|
1216 |
+
"loss": 0.3302,
|
1217 |
+
"step": 85500
|
1218 |
+
},
|
1219 |
+
{
|
1220 |
+
"epoch": 1.890899496493041,
|
1221 |
+
"grad_norm": 0.945717453956604,
|
1222 |
+
"learning_rate": 1.8654603021041756e-05,
|
1223 |
+
"loss": 0.336,
|
1224 |
+
"step": 86000
|
1225 |
+
},
|
1226 |
+
{
|
1227 |
+
"epoch": 1.9018930982168378,
|
1228 |
+
"grad_norm": 5.144163608551025,
|
1229 |
+
"learning_rate": 1.8588641410698974e-05,
|
1230 |
+
"loss": 0.3148,
|
1231 |
+
"step": 86500
|
1232 |
+
},
|
1233 |
+
{
|
1234 |
+
"epoch": 1.9128866999406346,
|
1235 |
+
"grad_norm": 1.5305918455123901,
|
1236 |
+
"learning_rate": 1.852267980035619e-05,
|
1237 |
+
"loss": 0.3395,
|
1238 |
+
"step": 87000
|
1239 |
+
},
|
1240 |
+
{
|
1241 |
+
"epoch": 1.9238803016644312,
|
1242 |
+
"grad_norm": 15.06664752960205,
|
1243 |
+
"learning_rate": 1.8456718190013412e-05,
|
1244 |
+
"loss": 0.341,
|
1245 |
+
"step": 87500
|
1246 |
+
},
|
1247 |
+
{
|
1248 |
+
"epoch": 1.934873903388228,
|
1249 |
+
"grad_norm": 33.20983123779297,
|
1250 |
+
"learning_rate": 1.8390756579670633e-05,
|
1251 |
+
"loss": 0.3619,
|
1252 |
+
"step": 88000
|
1253 |
+
},
|
1254 |
+
{
|
1255 |
+
"epoch": 1.9458675051120249,
|
1256 |
+
"grad_norm": 11.427024841308594,
|
1257 |
+
"learning_rate": 1.832479496932785e-05,
|
1258 |
+
"loss": 0.3474,
|
1259 |
+
"step": 88500
|
1260 |
+
},
|
1261 |
+
{
|
1262 |
+
"epoch": 1.9568611068358215,
|
1263 |
+
"grad_norm": 23.793506622314453,
|
1264 |
+
"learning_rate": 1.825883335898507e-05,
|
1265 |
+
"loss": 0.321,
|
1266 |
+
"step": 89000
|
1267 |
+
},
|
1268 |
+
{
|
1269 |
+
"epoch": 1.9678547085596183,
|
1270 |
+
"grad_norm": 3.9075679779052734,
|
1271 |
+
"learning_rate": 1.8192871748642292e-05,
|
1272 |
+
"loss": 0.33,
|
1273 |
+
"step": 89500
|
1274 |
+
},
|
1275 |
+
{
|
1276 |
+
"epoch": 1.9788483102834151,
|
1277 |
+
"grad_norm": 1.7106132507324219,
|
1278 |
+
"learning_rate": 1.8126910138299513e-05,
|
1279 |
+
"loss": 0.3562,
|
1280 |
+
"step": 90000
|
1281 |
+
},
|
1282 |
+
{
|
1283 |
+
"epoch": 1.9898419120072117,
|
1284 |
+
"grad_norm": 1.6460707187652588,
|
1285 |
+
"learning_rate": 1.806094852795673e-05,
|
1286 |
+
"loss": 0.3378,
|
1287 |
+
"step": 90500
|
1288 |
+
},
|
1289 |
+
{
|
1290 |
+
"epoch": 2.0,
|
1291 |
+
"eval_accuracy": 0.8638139963150024,
|
1292 |
+
"eval_f1": 0.8192264758027448,
|
1293 |
+
"eval_loss": 0.3989393711090088,
|
1294 |
+
"eval_mcc": 0.7101352338901957,
|
1295 |
+
"eval_runtime": 29.2332,
|
1296 |
+
"eval_samples_per_second": 691.508,
|
1297 |
+
"eval_steps_per_second": 86.443,
|
1298 |
+
"step": 90962
|
1299 |
+
},
|
1300 |
+
{
|
1301 |
+
"epoch": 2.0008355137310088,
|
1302 |
+
"grad_norm": 0.9355267882347107,
|
1303 |
+
"learning_rate": 1.7994986917613948e-05,
|
1304 |
+
"loss": 0.3212,
|
1305 |
+
"step": 91000
|
1306 |
+
},
|
1307 |
+
{
|
1308 |
+
"epoch": 2.0118291154548054,
|
1309 |
+
"grad_norm": 11.889479637145996,
|
1310 |
+
"learning_rate": 1.792902530727117e-05,
|
1311 |
+
"loss": 0.3003,
|
1312 |
+
"step": 91500
|
1313 |
+
},
|
1314 |
+
{
|
1315 |
+
"epoch": 2.022822717178602,
|
1316 |
+
"grad_norm": 5.802761077880859,
|
1317 |
+
"learning_rate": 1.7863063696928386e-05,
|
1318 |
+
"loss": 0.2923,
|
1319 |
+
"step": 92000
|
1320 |
+
},
|
1321 |
+
{
|
1322 |
+
"epoch": 2.033816318902399,
|
1323 |
+
"grad_norm": 7.432724475860596,
|
1324 |
+
"learning_rate": 1.7797102086585607e-05,
|
1325 |
+
"loss": 0.293,
|
1326 |
+
"step": 92500
|
1327 |
+
},
|
1328 |
+
{
|
1329 |
+
"epoch": 2.0448099206261956,
|
1330 |
+
"grad_norm": 4.792222499847412,
|
1331 |
+
"learning_rate": 1.7731140476242828e-05,
|
1332 |
+
"loss": 0.3043,
|
1333 |
+
"step": 93000
|
1334 |
+
},
|
1335 |
+
{
|
1336 |
+
"epoch": 2.055803522349992,
|
1337 |
+
"grad_norm": 8.417468070983887,
|
1338 |
+
"learning_rate": 1.766517886590005e-05,
|
1339 |
+
"loss": 0.2916,
|
1340 |
+
"step": 93500
|
1341 |
+
},
|
1342 |
+
{
|
1343 |
+
"epoch": 2.0667971240737892,
|
1344 |
+
"grad_norm": 1.0828003883361816,
|
1345 |
+
"learning_rate": 1.7599217255557266e-05,
|
1346 |
+
"loss": 0.3112,
|
1347 |
+
"step": 94000
|
1348 |
+
},
|
1349 |
+
{
|
1350 |
+
"epoch": 2.077790725797586,
|
1351 |
+
"grad_norm": 3.0800647735595703,
|
1352 |
+
"learning_rate": 1.7533255645214487e-05,
|
1353 |
+
"loss": 0.2804,
|
1354 |
+
"step": 94500
|
1355 |
+
},
|
1356 |
+
{
|
1357 |
+
"epoch": 2.0887843275213824,
|
1358 |
+
"grad_norm": 3.254809617996216,
|
1359 |
+
"learning_rate": 1.7467294034871704e-05,
|
1360 |
+
"loss": 0.2909,
|
1361 |
+
"step": 95000
|
1362 |
+
},
|
1363 |
+
{
|
1364 |
+
"epoch": 2.0997779292451795,
|
1365 |
+
"grad_norm": 2.6388871669769287,
|
1366 |
+
"learning_rate": 1.7401332424528925e-05,
|
1367 |
+
"loss": 0.305,
|
1368 |
+
"step": 95500
|
1369 |
+
},
|
1370 |
+
{
|
1371 |
+
"epoch": 2.110771530968976,
|
1372 |
+
"grad_norm": 16.700735092163086,
|
1373 |
+
"learning_rate": 1.7335370814186143e-05,
|
1374 |
+
"loss": 0.2901,
|
1375 |
+
"step": 96000
|
1376 |
+
},
|
1377 |
+
{
|
1378 |
+
"epoch": 2.1217651326927727,
|
1379 |
+
"grad_norm": 17.04293441772461,
|
1380 |
+
"learning_rate": 1.7269409203843363e-05,
|
1381 |
+
"loss": 0.3217,
|
1382 |
+
"step": 96500
|
1383 |
+
},
|
1384 |
+
{
|
1385 |
+
"epoch": 2.1327587344165697,
|
1386 |
+
"grad_norm": 1.1329630613327026,
|
1387 |
+
"learning_rate": 1.7203447593500584e-05,
|
1388 |
+
"loss": 0.2898,
|
1389 |
+
"step": 97000
|
1390 |
+
},
|
1391 |
+
{
|
1392 |
+
"epoch": 2.1437523361403663,
|
1393 |
+
"grad_norm": 36.23415756225586,
|
1394 |
+
"learning_rate": 1.7137485983157802e-05,
|
1395 |
+
"loss": 0.2864,
|
1396 |
+
"step": 97500
|
1397 |
+
},
|
1398 |
+
{
|
1399 |
+
"epoch": 2.154745937864163,
|
1400 |
+
"grad_norm": 106.94963836669922,
|
1401 |
+
"learning_rate": 1.7071524372815023e-05,
|
1402 |
+
"loss": 0.3083,
|
1403 |
+
"step": 98000
|
1404 |
+
},
|
1405 |
+
{
|
1406 |
+
"epoch": 2.16573953958796,
|
1407 |
+
"grad_norm": 0.37686920166015625,
|
1408 |
+
"learning_rate": 1.7005562762472243e-05,
|
1409 |
+
"loss": 0.3238,
|
1410 |
+
"step": 98500
|
1411 |
+
},
|
1412 |
+
{
|
1413 |
+
"epoch": 2.1767331413117565,
|
1414 |
+
"grad_norm": 36.30667495727539,
|
1415 |
+
"learning_rate": 1.693960115212946e-05,
|
1416 |
+
"loss": 0.2917,
|
1417 |
+
"step": 99000
|
1418 |
+
},
|
1419 |
+
{
|
1420 |
+
"epoch": 2.187726743035553,
|
1421 |
+
"grad_norm": 35.45988082885742,
|
1422 |
+
"learning_rate": 1.687363954178668e-05,
|
1423 |
+
"loss": 0.3009,
|
1424 |
+
"step": 99500
|
1425 |
+
},
|
1426 |
+
{
|
1427 |
+
"epoch": 2.19872034475935,
|
1428 |
+
"grad_norm": 0.25279441475868225,
|
1429 |
+
"learning_rate": 1.68076779314439e-05,
|
1430 |
+
"loss": 0.3158,
|
1431 |
+
"step": 100000
|
1432 |
+
},
|
1433 |
+
{
|
1434 |
+
"epoch": 2.209713946483147,
|
1435 |
+
"grad_norm": 10.676984786987305,
|
1436 |
+
"learning_rate": 1.674171632110112e-05,
|
1437 |
+
"loss": 0.3005,
|
1438 |
+
"step": 100500
|
1439 |
+
},
|
1440 |
+
{
|
1441 |
+
"epoch": 2.2207075482069434,
|
1442 |
+
"grad_norm": 19.04880714416504,
|
1443 |
+
"learning_rate": 1.6675754710758337e-05,
|
1444 |
+
"loss": 0.3018,
|
1445 |
+
"step": 101000
|
1446 |
+
},
|
1447 |
+
{
|
1448 |
+
"epoch": 2.2317011499307404,
|
1449 |
+
"grad_norm": 35.431583404541016,
|
1450 |
+
"learning_rate": 1.660979310041556e-05,
|
1451 |
+
"loss": 0.3135,
|
1452 |
+
"step": 101500
|
1453 |
+
},
|
1454 |
+
{
|
1455 |
+
"epoch": 2.242694751654537,
|
1456 |
+
"grad_norm": 0.3378468155860901,
|
1457 |
+
"learning_rate": 1.654383149007278e-05,
|
1458 |
+
"loss": 0.2779,
|
1459 |
+
"step": 102000
|
1460 |
+
},
|
1461 |
+
{
|
1462 |
+
"epoch": 2.2536883533783336,
|
1463 |
+
"grad_norm": 46.81476974487305,
|
1464 |
+
"learning_rate": 1.647786987973e-05,
|
1465 |
+
"loss": 0.279,
|
1466 |
+
"step": 102500
|
1467 |
+
},
|
1468 |
+
{
|
1469 |
+
"epoch": 2.2646819551021307,
|
1470 |
+
"grad_norm": 36.49277877807617,
|
1471 |
+
"learning_rate": 1.6411908269387214e-05,
|
1472 |
+
"loss": 0.3184,
|
1473 |
+
"step": 103000
|
1474 |
+
},
|
1475 |
+
{
|
1476 |
+
"epoch": 2.2756755568259273,
|
1477 |
+
"grad_norm": 12.877152442932129,
|
1478 |
+
"learning_rate": 1.6345946659044435e-05,
|
1479 |
+
"loss": 0.3024,
|
1480 |
+
"step": 103500
|
1481 |
+
},
|
1482 |
+
{
|
1483 |
+
"epoch": 2.2866691585497243,
|
1484 |
+
"grad_norm": 4.798713684082031,
|
1485 |
+
"learning_rate": 1.6279985048701656e-05,
|
1486 |
+
"loss": 0.3014,
|
1487 |
+
"step": 104000
|
1488 |
+
},
|
1489 |
+
{
|
1490 |
+
"epoch": 2.297662760273521,
|
1491 |
+
"grad_norm": 6.63606071472168,
|
1492 |
+
"learning_rate": 1.6214023438358877e-05,
|
1493 |
+
"loss": 0.3214,
|
1494 |
+
"step": 104500
|
1495 |
+
},
|
1496 |
+
{
|
1497 |
+
"epoch": 2.3086563619973175,
|
1498 |
+
"grad_norm": 13.403897285461426,
|
1499 |
+
"learning_rate": 1.6148061828016094e-05,
|
1500 |
+
"loss": 0.2943,
|
1501 |
+
"step": 105000
|
1502 |
+
},
|
1503 |
+
{
|
1504 |
+
"epoch": 2.3196499637211145,
|
1505 |
+
"grad_norm": 33.9350471496582,
|
1506 |
+
"learning_rate": 1.6082100217673315e-05,
|
1507 |
+
"loss": 0.302,
|
1508 |
+
"step": 105500
|
1509 |
+
},
|
1510 |
+
{
|
1511 |
+
"epoch": 2.330643565444911,
|
1512 |
+
"grad_norm": 3.330829620361328,
|
1513 |
+
"learning_rate": 1.6016138607330536e-05,
|
1514 |
+
"loss": 0.3087,
|
1515 |
+
"step": 106000
|
1516 |
+
},
|
1517 |
+
{
|
1518 |
+
"epoch": 2.3416371671687077,
|
1519 |
+
"grad_norm": 1.2686516046524048,
|
1520 |
+
"learning_rate": 1.5950176996987753e-05,
|
1521 |
+
"loss": 0.3007,
|
1522 |
+
"step": 106500
|
1523 |
+
},
|
1524 |
+
{
|
1525 |
+
"epoch": 2.3526307688925048,
|
1526 |
+
"grad_norm": 20.976926803588867,
|
1527 |
+
"learning_rate": 1.5884215386644974e-05,
|
1528 |
+
"loss": 0.3094,
|
1529 |
+
"step": 107000
|
1530 |
+
},
|
1531 |
+
{
|
1532 |
+
"epoch": 2.3636243706163014,
|
1533 |
+
"grad_norm": 0.7142143249511719,
|
1534 |
+
"learning_rate": 1.581825377630219e-05,
|
1535 |
+
"loss": 0.3169,
|
1536 |
+
"step": 107500
|
1537 |
+
},
|
1538 |
+
{
|
1539 |
+
"epoch": 2.374617972340098,
|
1540 |
+
"grad_norm": 6.738494873046875,
|
1541 |
+
"learning_rate": 1.5752292165959412e-05,
|
1542 |
+
"loss": 0.3101,
|
1543 |
+
"step": 108000
|
1544 |
+
},
|
1545 |
+
{
|
1546 |
+
"epoch": 2.385611574063895,
|
1547 |
+
"grad_norm": 0.8053629398345947,
|
1548 |
+
"learning_rate": 1.568633055561663e-05,
|
1549 |
+
"loss": 0.3208,
|
1550 |
+
"step": 108500
|
1551 |
+
},
|
1552 |
+
{
|
1553 |
+
"epoch": 2.3966051757876916,
|
1554 |
+
"grad_norm": 0.35285481810569763,
|
1555 |
+
"learning_rate": 1.562036894527385e-05,
|
1556 |
+
"loss": 0.2903,
|
1557 |
+
"step": 109000
|
1558 |
+
},
|
1559 |
+
{
|
1560 |
+
"epoch": 2.407598777511488,
|
1561 |
+
"grad_norm": 0.9598795771598816,
|
1562 |
+
"learning_rate": 1.555440733493107e-05,
|
1563 |
+
"loss": 0.3189,
|
1564 |
+
"step": 109500
|
1565 |
+
},
|
1566 |
+
{
|
1567 |
+
"epoch": 2.4185923792352853,
|
1568 |
+
"grad_norm": 8.283425331115723,
|
1569 |
+
"learning_rate": 1.5488445724588292e-05,
|
1570 |
+
"loss": 0.2922,
|
1571 |
+
"step": 110000
|
1572 |
+
},
|
1573 |
+
{
|
1574 |
+
"epoch": 2.429585980959082,
|
1575 |
+
"grad_norm": 2.2365481853485107,
|
1576 |
+
"learning_rate": 1.542248411424551e-05,
|
1577 |
+
"loss": 0.2865,
|
1578 |
+
"step": 110500
|
1579 |
+
},
|
1580 |
+
{
|
1581 |
+
"epoch": 2.4405795826828784,
|
1582 |
+
"grad_norm": 22.584705352783203,
|
1583 |
+
"learning_rate": 1.535652250390273e-05,
|
1584 |
+
"loss": 0.2883,
|
1585 |
+
"step": 111000
|
1586 |
+
},
|
1587 |
+
{
|
1588 |
+
"epoch": 2.4515731844066755,
|
1589 |
+
"grad_norm": 1.3138020038604736,
|
1590 |
+
"learning_rate": 1.5290560893559948e-05,
|
1591 |
+
"loss": 0.3233,
|
1592 |
+
"step": 111500
|
1593 |
+
},
|
1594 |
+
{
|
1595 |
+
"epoch": 2.462566786130472,
|
1596 |
+
"grad_norm": 17.076557159423828,
|
1597 |
+
"learning_rate": 1.5224599283217167e-05,
|
1598 |
+
"loss": 0.3017,
|
1599 |
+
"step": 112000
|
1600 |
+
},
|
1601 |
+
{
|
1602 |
+
"epoch": 2.4735603878542687,
|
1603 |
+
"grad_norm": 139.9231719970703,
|
1604 |
+
"learning_rate": 1.5158637672874386e-05,
|
1605 |
+
"loss": 0.3033,
|
1606 |
+
"step": 112500
|
1607 |
+
},
|
1608 |
+
{
|
1609 |
+
"epoch": 2.4845539895780657,
|
1610 |
+
"grad_norm": 8.334077835083008,
|
1611 |
+
"learning_rate": 1.5092676062531607e-05,
|
1612 |
+
"loss": 0.2925,
|
1613 |
+
"step": 113000
|
1614 |
+
},
|
1615 |
+
{
|
1616 |
+
"epoch": 2.4955475913018623,
|
1617 |
+
"grad_norm": 0.4488193094730377,
|
1618 |
+
"learning_rate": 1.5026714452188828e-05,
|
1619 |
+
"loss": 0.314,
|
1620 |
+
"step": 113500
|
1621 |
+
},
|
1622 |
+
{
|
1623 |
+
"epoch": 2.506541193025659,
|
1624 |
+
"grad_norm": 18.986644744873047,
|
1625 |
+
"learning_rate": 1.4960752841846047e-05,
|
1626 |
+
"loss": 0.3011,
|
1627 |
+
"step": 114000
|
1628 |
+
},
|
1629 |
+
{
|
1630 |
+
"epoch": 2.517534794749456,
|
1631 |
+
"grad_norm": 0.16863927245140076,
|
1632 |
+
"learning_rate": 1.4894791231503265e-05,
|
1633 |
+
"loss": 0.2845,
|
1634 |
+
"step": 114500
|
1635 |
+
},
|
1636 |
+
{
|
1637 |
+
"epoch": 2.5285283964732526,
|
1638 |
+
"grad_norm": 19.12157440185547,
|
1639 |
+
"learning_rate": 1.4828829621160486e-05,
|
1640 |
+
"loss": 0.3092,
|
1641 |
+
"step": 115000
|
1642 |
+
},
|
1643 |
+
{
|
1644 |
+
"epoch": 2.539521998197049,
|
1645 |
+
"grad_norm": 6.872998237609863,
|
1646 |
+
"learning_rate": 1.4762868010817705e-05,
|
1647 |
+
"loss": 0.3072,
|
1648 |
+
"step": 115500
|
1649 |
+
},
|
1650 |
+
{
|
1651 |
+
"epoch": 2.550515599920846,
|
1652 |
+
"grad_norm": 0.4193851947784424,
|
1653 |
+
"learning_rate": 1.4696906400474924e-05,
|
1654 |
+
"loss": 0.3004,
|
1655 |
+
"step": 116000
|
1656 |
+
},
|
1657 |
+
{
|
1658 |
+
"epoch": 2.561509201644643,
|
1659 |
+
"grad_norm": 0.6917738318443298,
|
1660 |
+
"learning_rate": 1.4630944790132143e-05,
|
1661 |
+
"loss": 0.2967,
|
1662 |
+
"step": 116500
|
1663 |
+
},
|
1664 |
+
{
|
1665 |
+
"epoch": 2.5725028033684394,
|
1666 |
+
"grad_norm": 10.825478553771973,
|
1667 |
+
"learning_rate": 1.4564983179789362e-05,
|
1668 |
+
"loss": 0.3086,
|
1669 |
+
"step": 117000
|
1670 |
+
},
|
1671 |
+
{
|
1672 |
+
"epoch": 2.5834964050922364,
|
1673 |
+
"grad_norm": 68.07927703857422,
|
1674 |
+
"learning_rate": 1.4499021569446583e-05,
|
1675 |
+
"loss": 0.2964,
|
1676 |
+
"step": 117500
|
1677 |
+
},
|
1678 |
+
{
|
1679 |
+
"epoch": 2.594490006816033,
|
1680 |
+
"grad_norm": 5.563518047332764,
|
1681 |
+
"learning_rate": 1.4433059959103802e-05,
|
1682 |
+
"loss": 0.3067,
|
1683 |
+
"step": 118000
|
1684 |
+
},
|
1685 |
+
{
|
1686 |
+
"epoch": 2.6054836085398296,
|
1687 |
+
"grad_norm": 4.1622633934021,
|
1688 |
+
"learning_rate": 1.4367098348761021e-05,
|
1689 |
+
"loss": 0.3019,
|
1690 |
+
"step": 118500
|
1691 |
+
},
|
1692 |
+
{
|
1693 |
+
"epoch": 2.6164772102636267,
|
1694 |
+
"grad_norm": 20.468860626220703,
|
1695 |
+
"learning_rate": 1.430113673841824e-05,
|
1696 |
+
"loss": 0.2857,
|
1697 |
+
"step": 119000
|
1698 |
+
},
|
1699 |
+
{
|
1700 |
+
"epoch": 2.6274708119874233,
|
1701 |
+
"grad_norm": 19.43634605407715,
|
1702 |
+
"learning_rate": 1.4235175128075461e-05,
|
1703 |
+
"loss": 0.3079,
|
1704 |
+
"step": 119500
|
1705 |
+
},
|
1706 |
+
{
|
1707 |
+
"epoch": 2.63846441371122,
|
1708 |
+
"grad_norm": 6.021149158477783,
|
1709 |
+
"learning_rate": 1.416921351773268e-05,
|
1710 |
+
"loss": 0.2901,
|
1711 |
+
"step": 120000
|
1712 |
+
},
|
1713 |
+
{
|
1714 |
+
"epoch": 2.649458015435017,
|
1715 |
+
"grad_norm": 8.589285850524902,
|
1716 |
+
"learning_rate": 1.41032519073899e-05,
|
1717 |
+
"loss": 0.3109,
|
1718 |
+
"step": 120500
|
1719 |
+
},
|
1720 |
+
{
|
1721 |
+
"epoch": 2.6604516171588135,
|
1722 |
+
"grad_norm": 16.921823501586914,
|
1723 |
+
"learning_rate": 1.4037290297047119e-05,
|
1724 |
+
"loss": 0.3002,
|
1725 |
+
"step": 121000
|
1726 |
+
},
|
1727 |
+
{
|
1728 |
+
"epoch": 2.67144521888261,
|
1729 |
+
"grad_norm": 16.486186981201172,
|
1730 |
+
"learning_rate": 1.3971328686704338e-05,
|
1731 |
+
"loss": 0.306,
|
1732 |
+
"step": 121500
|
1733 |
+
},
|
1734 |
+
{
|
1735 |
+
"epoch": 2.682438820606407,
|
1736 |
+
"grad_norm": 8.290379524230957,
|
1737 |
+
"learning_rate": 1.3905367076361559e-05,
|
1738 |
+
"loss": 0.3005,
|
1739 |
+
"step": 122000
|
1740 |
+
},
|
1741 |
+
{
|
1742 |
+
"epoch": 2.6934324223302037,
|
1743 |
+
"grad_norm": 0.8587543964385986,
|
1744 |
+
"learning_rate": 1.3839405466018776e-05,
|
1745 |
+
"loss": 0.29,
|
1746 |
+
"step": 122500
|
1747 |
+
},
|
1748 |
+
{
|
1749 |
+
"epoch": 2.7044260240540003,
|
1750 |
+
"grad_norm": 45.68854904174805,
|
1751 |
+
"learning_rate": 1.3773443855675997e-05,
|
1752 |
+
"loss": 0.3037,
|
1753 |
+
"step": 123000
|
1754 |
+
},
|
1755 |
+
{
|
1756 |
+
"epoch": 2.7154196257777974,
|
1757 |
+
"grad_norm": 13.316100120544434,
|
1758 |
+
"learning_rate": 1.3707482245333216e-05,
|
1759 |
+
"loss": 0.2717,
|
1760 |
+
"step": 123500
|
1761 |
+
},
|
1762 |
+
{
|
1763 |
+
"epoch": 2.726413227501594,
|
1764 |
+
"grad_norm": 5.796350479125977,
|
1765 |
+
"learning_rate": 1.3641520634990437e-05,
|
1766 |
+
"loss": 0.3116,
|
1767 |
+
"step": 124000
|
1768 |
+
},
|
1769 |
+
{
|
1770 |
+
"epoch": 2.7374068292253906,
|
1771 |
+
"grad_norm": 10.975761413574219,
|
1772 |
+
"learning_rate": 1.3575559024647655e-05,
|
1773 |
+
"loss": 0.3089,
|
1774 |
+
"step": 124500
|
1775 |
+
},
|
1776 |
+
{
|
1777 |
+
"epoch": 2.7484004309491876,
|
1778 |
+
"grad_norm": 99.86316680908203,
|
1779 |
+
"learning_rate": 1.3509597414304875e-05,
|
1780 |
+
"loss": 0.3071,
|
1781 |
+
"step": 125000
|
1782 |
+
},
|
1783 |
+
{
|
1784 |
+
"epoch": 2.759394032672984,
|
1785 |
+
"grad_norm": 92.33716583251953,
|
1786 |
+
"learning_rate": 1.3443635803962095e-05,
|
1787 |
+
"loss": 0.2881,
|
1788 |
+
"step": 125500
|
1789 |
+
},
|
1790 |
+
{
|
1791 |
+
"epoch": 2.770387634396781,
|
1792 |
+
"grad_norm": 20.75370979309082,
|
1793 |
+
"learning_rate": 1.3377674193619314e-05,
|
1794 |
+
"loss": 0.2922,
|
1795 |
+
"step": 126000
|
1796 |
+
},
|
1797 |
+
{
|
1798 |
+
"epoch": 2.781381236120578,
|
1799 |
+
"grad_norm": 63.51997756958008,
|
1800 |
+
"learning_rate": 1.3311712583276533e-05,
|
1801 |
+
"loss": 0.3016,
|
1802 |
+
"step": 126500
|
1803 |
+
},
|
1804 |
+
{
|
1805 |
+
"epoch": 2.7923748378443745,
|
1806 |
+
"grad_norm": 12.819772720336914,
|
1807 |
+
"learning_rate": 1.3245750972933752e-05,
|
1808 |
+
"loss": 0.3005,
|
1809 |
+
"step": 127000
|
1810 |
+
},
|
1811 |
+
{
|
1812 |
+
"epoch": 2.803368439568171,
|
1813 |
+
"grad_norm": 14.167094230651855,
|
1814 |
+
"learning_rate": 1.3179789362590973e-05,
|
1815 |
+
"loss": 0.3099,
|
1816 |
+
"step": 127500
|
1817 |
+
},
|
1818 |
+
{
|
1819 |
+
"epoch": 2.814362041291968,
|
1820 |
+
"grad_norm": 14.828591346740723,
|
1821 |
+
"learning_rate": 1.3113827752248192e-05,
|
1822 |
+
"loss": 0.2759,
|
1823 |
+
"step": 128000
|
1824 |
+
},
|
1825 |
+
{
|
1826 |
+
"epoch": 2.8253556430157647,
|
1827 |
+
"grad_norm": 9.91226577758789,
|
1828 |
+
"learning_rate": 1.3047866141905411e-05,
|
1829 |
+
"loss": 0.3025,
|
1830 |
+
"step": 128500
|
1831 |
+
},
|
1832 |
+
{
|
1833 |
+
"epoch": 2.8363492447395617,
|
1834 |
+
"grad_norm": 38.544525146484375,
|
1835 |
+
"learning_rate": 1.298190453156263e-05,
|
1836 |
+
"loss": 0.3038,
|
1837 |
+
"step": 129000
|
1838 |
+
},
|
1839 |
+
{
|
1840 |
+
"epoch": 2.8473428464633583,
|
1841 |
+
"grad_norm": 5.008056640625,
|
1842 |
+
"learning_rate": 1.2915942921219851e-05,
|
1843 |
+
"loss": 0.2947,
|
1844 |
+
"step": 129500
|
1845 |
+
},
|
1846 |
+
{
|
1847 |
+
"epoch": 2.858336448187155,
|
1848 |
+
"grad_norm": 14.466870307922363,
|
1849 |
+
"learning_rate": 1.284998131087707e-05,
|
1850 |
+
"loss": 0.2989,
|
1851 |
+
"step": 130000
|
1852 |
+
},
|
1853 |
+
{
|
1854 |
+
"epoch": 2.869330049910952,
|
1855 |
+
"grad_norm": 0.3647148907184601,
|
1856 |
+
"learning_rate": 1.278401970053429e-05,
|
1857 |
+
"loss": 0.2864,
|
1858 |
+
"step": 130500
|
1859 |
+
},
|
1860 |
+
{
|
1861 |
+
"epoch": 2.8803236516347486,
|
1862 |
+
"grad_norm": 0.18057258427143097,
|
1863 |
+
"learning_rate": 1.2718058090191509e-05,
|
1864 |
+
"loss": 0.2894,
|
1865 |
+
"step": 131000
|
1866 |
+
},
|
1867 |
+
{
|
1868 |
+
"epoch": 2.891317253358545,
|
1869 |
+
"grad_norm": 0.5057438015937805,
|
1870 |
+
"learning_rate": 1.2652096479848728e-05,
|
1871 |
+
"loss": 0.302,
|
1872 |
+
"step": 131500
|
1873 |
+
},
|
1874 |
+
{
|
1875 |
+
"epoch": 2.902310855082342,
|
1876 |
+
"grad_norm": 10.934133529663086,
|
1877 |
+
"learning_rate": 1.2586134869505949e-05,
|
1878 |
+
"loss": 0.3047,
|
1879 |
+
"step": 132000
|
1880 |
+
},
|
1881 |
+
{
|
1882 |
+
"epoch": 2.913304456806139,
|
1883 |
+
"grad_norm": 2.3341269493103027,
|
1884 |
+
"learning_rate": 1.2520173259163166e-05,
|
1885 |
+
"loss": 0.3011,
|
1886 |
+
"step": 132500
|
1887 |
+
},
|
1888 |
+
{
|
1889 |
+
"epoch": 2.924298058529936,
|
1890 |
+
"grad_norm": 0.3195688724517822,
|
1891 |
+
"learning_rate": 1.2454211648820387e-05,
|
1892 |
+
"loss": 0.2939,
|
1893 |
+
"step": 133000
|
1894 |
+
},
|
1895 |
+
{
|
1896 |
+
"epoch": 2.9352916602537324,
|
1897 |
+
"grad_norm": 8.257743835449219,
|
1898 |
+
"learning_rate": 1.2388250038477606e-05,
|
1899 |
+
"loss": 0.3057,
|
1900 |
+
"step": 133500
|
1901 |
+
},
|
1902 |
+
{
|
1903 |
+
"epoch": 2.946285261977529,
|
1904 |
+
"grad_norm": 20.577478408813477,
|
1905 |
+
"learning_rate": 1.2322288428134827e-05,
|
1906 |
+
"loss": 0.2966,
|
1907 |
+
"step": 134000
|
1908 |
+
},
|
1909 |
+
{
|
1910 |
+
"epoch": 2.957278863701326,
|
1911 |
+
"grad_norm": 0.777562141418457,
|
1912 |
+
"learning_rate": 1.2256326817792044e-05,
|
1913 |
+
"loss": 0.3013,
|
1914 |
+
"step": 134500
|
1915 |
+
},
|
1916 |
+
{
|
1917 |
+
"epoch": 2.9682724654251227,
|
1918 |
+
"grad_norm": 58.6212158203125,
|
1919 |
+
"learning_rate": 1.2190365207449265e-05,
|
1920 |
+
"loss": 0.2874,
|
1921 |
+
"step": 135000
|
1922 |
+
},
|
1923 |
+
{
|
1924 |
+
"epoch": 2.9792660671489193,
|
1925 |
+
"grad_norm": 69.42217254638672,
|
1926 |
+
"learning_rate": 1.2124403597106484e-05,
|
1927 |
+
"loss": 0.293,
|
1928 |
+
"step": 135500
|
1929 |
+
},
|
1930 |
+
{
|
1931 |
+
"epoch": 2.9902596688727163,
|
1932 |
+
"grad_norm": 4.408263683319092,
|
1933 |
+
"learning_rate": 1.2058441986763704e-05,
|
1934 |
+
"loss": 0.3005,
|
1935 |
+
"step": 136000
|
1936 |
+
},
|
1937 |
+
{
|
1938 |
+
"epoch": 3.0,
|
1939 |
+
"eval_accuracy": 0.8718278408050537,
|
1940 |
+
"eval_f1": 0.8299757201916136,
|
1941 |
+
"eval_loss": 0.42042940855026245,
|
1942 |
+
"eval_mcc": 0.7272909835972381,
|
1943 |
+
"eval_runtime": 28.09,
|
1944 |
+
"eval_samples_per_second": 719.65,
|
1945 |
+
"eval_steps_per_second": 89.961,
|
1946 |
+
"step": 136443
|
1947 |
+
},
|
1948 |
+
{
|
1949 |
+
"epoch": 3.001253270596513,
|
1950 |
+
"grad_norm": 6.014369010925293,
|
1951 |
+
"learning_rate": 1.1992480376420923e-05,
|
1952 |
+
"loss": 0.281,
|
1953 |
+
"step": 136500
|
1954 |
+
},
|
1955 |
+
{
|
1956 |
+
"epoch": 3.0122468723203095,
|
1957 |
+
"grad_norm": 10.639359474182129,
|
1958 |
+
"learning_rate": 1.1926518766078142e-05,
|
1959 |
+
"loss": 0.2556,
|
1960 |
+
"step": 137000
|
1961 |
+
},
|
1962 |
+
{
|
1963 |
+
"epoch": 3.023240474044106,
|
1964 |
+
"grad_norm": 3.0724806785583496,
|
1965 |
+
"learning_rate": 1.1860557155735363e-05,
|
1966 |
+
"loss": 0.2414,
|
1967 |
+
"step": 137500
|
1968 |
+
},
|
1969 |
+
{
|
1970 |
+
"epoch": 3.034234075767903,
|
1971 |
+
"grad_norm": 0.3316449522972107,
|
1972 |
+
"learning_rate": 1.1794595545392582e-05,
|
1973 |
+
"loss": 0.2539,
|
1974 |
+
"step": 138000
|
1975 |
+
},
|
1976 |
+
{
|
1977 |
+
"epoch": 3.0452276774916998,
|
1978 |
+
"grad_norm": 23.327177047729492,
|
1979 |
+
"learning_rate": 1.1728633935049801e-05,
|
1980 |
+
"loss": 0.2374,
|
1981 |
+
"step": 138500
|
1982 |
+
},
|
1983 |
+
{
|
1984 |
+
"epoch": 3.056221279215497,
|
1985 |
+
"grad_norm": 0.7128089666366577,
|
1986 |
+
"learning_rate": 1.166267232470702e-05,
|
1987 |
+
"loss": 0.2476,
|
1988 |
+
"step": 139000
|
1989 |
+
},
|
1990 |
+
{
|
1991 |
+
"epoch": 3.0672148809392934,
|
1992 |
+
"grad_norm": 189.15638732910156,
|
1993 |
+
"learning_rate": 1.1596710714364241e-05,
|
1994 |
+
"loss": 0.2431,
|
1995 |
+
"step": 139500
|
1996 |
+
},
|
1997 |
+
{
|
1998 |
+
"epoch": 3.07820848266309,
|
1999 |
+
"grad_norm": 17.80859375,
|
2000 |
+
"learning_rate": 1.153074910402146e-05,
|
2001 |
+
"loss": 0.225,
|
2002 |
+
"step": 140000
|
2003 |
+
},
|
2004 |
+
{
|
2005 |
+
"epoch": 3.089202084386887,
|
2006 |
+
"grad_norm": 0.14886409044265747,
|
2007 |
+
"learning_rate": 1.146478749367868e-05,
|
2008 |
+
"loss": 0.2495,
|
2009 |
+
"step": 140500
|
2010 |
+
},
|
2011 |
+
{
|
2012 |
+
"epoch": 3.1001956861106836,
|
2013 |
+
"grad_norm": 0.5925188064575195,
|
2014 |
+
"learning_rate": 1.1398825883335899e-05,
|
2015 |
+
"loss": 0.2541,
|
2016 |
+
"step": 141000
|
2017 |
+
},
|
2018 |
+
{
|
2019 |
+
"epoch": 3.1111892878344802,
|
2020 |
+
"grad_norm": 9.857983589172363,
|
2021 |
+
"learning_rate": 1.1332864272993118e-05,
|
2022 |
+
"loss": 0.2565,
|
2023 |
+
"step": 141500
|
2024 |
+
},
|
2025 |
+
{
|
2026 |
+
"epoch": 3.1221828895582773,
|
2027 |
+
"grad_norm": 0.7951391339302063,
|
2028 |
+
"learning_rate": 1.1266902662650339e-05,
|
2029 |
+
"loss": 0.2561,
|
2030 |
+
"step": 142000
|
2031 |
+
},
|
2032 |
+
{
|
2033 |
+
"epoch": 3.133176491282074,
|
2034 |
+
"grad_norm": 61.58017349243164,
|
2035 |
+
"learning_rate": 1.1200941052307556e-05,
|
2036 |
+
"loss": 0.2361,
|
2037 |
+
"step": 142500
|
2038 |
+
},
|
2039 |
+
{
|
2040 |
+
"epoch": 3.1441700930058705,
|
2041 |
+
"grad_norm": 9.199590682983398,
|
2042 |
+
"learning_rate": 1.1134979441964777e-05,
|
2043 |
+
"loss": 0.2559,
|
2044 |
+
"step": 143000
|
2045 |
+
},
|
2046 |
+
{
|
2047 |
+
"epoch": 3.1551636947296675,
|
2048 |
+
"grad_norm": 1.7396503686904907,
|
2049 |
+
"learning_rate": 1.1069017831621996e-05,
|
2050 |
+
"loss": 0.2543,
|
2051 |
+
"step": 143500
|
2052 |
+
},
|
2053 |
+
{
|
2054 |
+
"epoch": 3.166157296453464,
|
2055 |
+
"grad_norm": 185.94760131835938,
|
2056 |
+
"learning_rate": 1.1003056221279217e-05,
|
2057 |
+
"loss": 0.2309,
|
2058 |
+
"step": 144000
|
2059 |
+
},
|
2060 |
+
{
|
2061 |
+
"epoch": 3.1771508981772607,
|
2062 |
+
"grad_norm": 42.58454132080078,
|
2063 |
+
"learning_rate": 1.0937094610936434e-05,
|
2064 |
+
"loss": 0.2634,
|
2065 |
+
"step": 144500
|
2066 |
+
},
|
2067 |
+
{
|
2068 |
+
"epoch": 3.1881444999010577,
|
2069 |
+
"grad_norm": 0.19487299025058746,
|
2070 |
+
"learning_rate": 1.0871133000593655e-05,
|
2071 |
+
"loss": 0.2668,
|
2072 |
+
"step": 145000
|
2073 |
+
},
|
2074 |
+
{
|
2075 |
+
"epoch": 3.1991381016248543,
|
2076 |
+
"grad_norm": 0.11774999648332596,
|
2077 |
+
"learning_rate": 1.0805171390250874e-05,
|
2078 |
+
"loss": 0.2531,
|
2079 |
+
"step": 145500
|
2080 |
+
},
|
2081 |
+
{
|
2082 |
+
"epoch": 3.210131703348651,
|
2083 |
+
"grad_norm": 0.8709030747413635,
|
2084 |
+
"learning_rate": 1.0739209779908093e-05,
|
2085 |
+
"loss": 0.2579,
|
2086 |
+
"step": 146000
|
2087 |
+
},
|
2088 |
+
{
|
2089 |
+
"epoch": 3.221125305072448,
|
2090 |
+
"grad_norm": 0.26620733737945557,
|
2091 |
+
"learning_rate": 1.0673248169565313e-05,
|
2092 |
+
"loss": 0.2456,
|
2093 |
+
"step": 146500
|
2094 |
+
},
|
2095 |
+
{
|
2096 |
+
"epoch": 3.2321189067962446,
|
2097 |
+
"grad_norm": 30.161376953125,
|
2098 |
+
"learning_rate": 1.0607286559222532e-05,
|
2099 |
+
"loss": 0.2588,
|
2100 |
+
"step": 147000
|
2101 |
+
},
|
2102 |
+
{
|
2103 |
+
"epoch": 3.243112508520041,
|
2104 |
+
"grad_norm": 14.72189998626709,
|
2105 |
+
"learning_rate": 1.0541324948879753e-05,
|
2106 |
+
"loss": 0.2538,
|
2107 |
+
"step": 147500
|
2108 |
+
},
|
2109 |
+
{
|
2110 |
+
"epoch": 3.2541061102438382,
|
2111 |
+
"grad_norm": 22.82953453063965,
|
2112 |
+
"learning_rate": 1.0475363338536972e-05,
|
2113 |
+
"loss": 0.2398,
|
2114 |
+
"step": 148000
|
2115 |
+
},
|
2116 |
+
{
|
2117 |
+
"epoch": 3.265099711967635,
|
2118 |
+
"grad_norm": 1.3340407609939575,
|
2119 |
+
"learning_rate": 1.0409401728194191e-05,
|
2120 |
+
"loss": 0.2619,
|
2121 |
+
"step": 148500
|
2122 |
+
},
|
2123 |
+
{
|
2124 |
+
"epoch": 3.2760933136914314,
|
2125 |
+
"grad_norm": 4.700684070587158,
|
2126 |
+
"learning_rate": 1.034344011785141e-05,
|
2127 |
+
"loss": 0.2563,
|
2128 |
+
"step": 149000
|
2129 |
+
},
|
2130 |
+
{
|
2131 |
+
"epoch": 3.2870869154152285,
|
2132 |
+
"grad_norm": 49.13290786743164,
|
2133 |
+
"learning_rate": 1.0277478507508631e-05,
|
2134 |
+
"loss": 0.2756,
|
2135 |
+
"step": 149500
|
2136 |
+
},
|
2137 |
+
{
|
2138 |
+
"epoch": 3.298080517139025,
|
2139 |
+
"grad_norm": 0.5340966582298279,
|
2140 |
+
"learning_rate": 1.021151689716585e-05,
|
2141 |
+
"loss": 0.249,
|
2142 |
+
"step": 150000
|
2143 |
+
},
|
2144 |
+
{
|
2145 |
+
"epoch": 3.3090741188628217,
|
2146 |
+
"grad_norm": 156.9650115966797,
|
2147 |
+
"learning_rate": 1.014555528682307e-05,
|
2148 |
+
"loss": 0.237,
|
2149 |
+
"step": 150500
|
2150 |
+
},
|
2151 |
+
{
|
2152 |
+
"epoch": 3.3200677205866187,
|
2153 |
+
"grad_norm": 0.09667583554983139,
|
2154 |
+
"learning_rate": 1.0079593676480288e-05,
|
2155 |
+
"loss": 0.2621,
|
2156 |
+
"step": 151000
|
2157 |
+
},
|
2158 |
+
{
|
2159 |
+
"epoch": 3.3310613223104153,
|
2160 |
+
"grad_norm": 9.222663879394531,
|
2161 |
+
"learning_rate": 1.0013632066137508e-05,
|
2162 |
+
"loss": 0.2457,
|
2163 |
+
"step": 151500
|
2164 |
+
},
|
2165 |
+
{
|
2166 |
+
"epoch": 3.342054924034212,
|
2167 |
+
"grad_norm": 14.612710952758789,
|
2168 |
+
"learning_rate": 9.947670455794728e-06,
|
2169 |
+
"loss": 0.2555,
|
2170 |
+
"step": 152000
|
2171 |
+
},
|
2172 |
+
{
|
2173 |
+
"epoch": 3.353048525758009,
|
2174 |
+
"grad_norm": 50.92832565307617,
|
2175 |
+
"learning_rate": 9.881708845451946e-06,
|
2176 |
+
"loss": 0.2394,
|
2177 |
+
"step": 152500
|
2178 |
+
},
|
2179 |
+
{
|
2180 |
+
"epoch": 3.3640421274818055,
|
2181 |
+
"grad_norm": 1.5905165672302246,
|
2182 |
+
"learning_rate": 9.815747235109167e-06,
|
2183 |
+
"loss": 0.2408,
|
2184 |
+
"step": 153000
|
2185 |
+
},
|
2186 |
+
{
|
2187 |
+
"epoch": 3.375035729205602,
|
2188 |
+
"grad_norm": 34.99452209472656,
|
2189 |
+
"learning_rate": 9.749785624766386e-06,
|
2190 |
+
"loss": 0.2351,
|
2191 |
+
"step": 153500
|
2192 |
+
},
|
2193 |
+
{
|
2194 |
+
"epoch": 3.386029330929399,
|
2195 |
+
"grad_norm": 1.3218666315078735,
|
2196 |
+
"learning_rate": 9.683824014423607e-06,
|
2197 |
+
"loss": 0.2494,
|
2198 |
+
"step": 154000
|
2199 |
+
},
|
2200 |
+
{
|
2201 |
+
"epoch": 3.3970229326531958,
|
2202 |
+
"grad_norm": 19.163127899169922,
|
2203 |
+
"learning_rate": 9.617862404080824e-06,
|
2204 |
+
"loss": 0.2716,
|
2205 |
+
"step": 154500
|
2206 |
+
},
|
2207 |
+
{
|
2208 |
+
"epoch": 3.4080165343769924,
|
2209 |
+
"grad_norm": 0.3468831479549408,
|
2210 |
+
"learning_rate": 9.551900793738045e-06,
|
2211 |
+
"loss": 0.2617,
|
2212 |
+
"step": 155000
|
2213 |
+
},
|
2214 |
+
{
|
2215 |
+
"epoch": 3.4190101361007894,
|
2216 |
+
"grad_norm": 19.626012802124023,
|
2217 |
+
"learning_rate": 9.485939183395264e-06,
|
2218 |
+
"loss": 0.2651,
|
2219 |
+
"step": 155500
|
2220 |
+
},
|
2221 |
+
{
|
2222 |
+
"epoch": 3.430003737824586,
|
2223 |
+
"grad_norm": 17.755313873291016,
|
2224 |
+
"learning_rate": 9.419977573052483e-06,
|
2225 |
+
"loss": 0.2487,
|
2226 |
+
"step": 156000
|
2227 |
+
},
|
2228 |
+
{
|
2229 |
+
"epoch": 3.4409973395483826,
|
2230 |
+
"grad_norm": 14.6954984664917,
|
2231 |
+
"learning_rate": 9.354015962709702e-06,
|
2232 |
+
"loss": 0.2579,
|
2233 |
+
"step": 156500
|
2234 |
+
},
|
2235 |
+
{
|
2236 |
+
"epoch": 3.4519909412721796,
|
2237 |
+
"grad_norm": 24.834569931030273,
|
2238 |
+
"learning_rate": 9.288054352366922e-06,
|
2239 |
+
"loss": 0.2343,
|
2240 |
+
"step": 157000
|
2241 |
+
},
|
2242 |
+
{
|
2243 |
+
"epoch": 3.4629845429959762,
|
2244 |
+
"grad_norm": 11.748075485229492,
|
2245 |
+
"learning_rate": 9.222092742024142e-06,
|
2246 |
+
"loss": 0.2493,
|
2247 |
+
"step": 157500
|
2248 |
+
},
|
2249 |
+
{
|
2250 |
+
"epoch": 3.473978144719773,
|
2251 |
+
"grad_norm": 0.26250067353248596,
|
2252 |
+
"learning_rate": 9.156131131681362e-06,
|
2253 |
+
"loss": 0.2518,
|
2254 |
+
"step": 158000
|
2255 |
+
},
|
2256 |
+
{
|
2257 |
+
"epoch": 3.48497174644357,
|
2258 |
+
"grad_norm": 0.31238773465156555,
|
2259 |
+
"learning_rate": 9.09016952133858e-06,
|
2260 |
+
"loss": 0.2563,
|
2261 |
+
"step": 158500
|
2262 |
+
},
|
2263 |
+
{
|
2264 |
+
"epoch": 3.4959653481673665,
|
2265 |
+
"grad_norm": 0.38414067029953003,
|
2266 |
+
"learning_rate": 9.0242079109958e-06,
|
2267 |
+
"loss": 0.2605,
|
2268 |
+
"step": 159000
|
2269 |
+
},
|
2270 |
+
{
|
2271 |
+
"epoch": 3.506958949891163,
|
2272 |
+
"grad_norm": 0.26335904002189636,
|
2273 |
+
"learning_rate": 8.95824630065302e-06,
|
2274 |
+
"loss": 0.25,
|
2275 |
+
"step": 159500
|
2276 |
+
},
|
2277 |
+
{
|
2278 |
+
"epoch": 3.51795255161496,
|
2279 |
+
"grad_norm": 11.267284393310547,
|
2280 |
+
"learning_rate": 8.89228469031024e-06,
|
2281 |
+
"loss": 0.2446,
|
2282 |
+
"step": 160000
|
2283 |
+
},
|
2284 |
+
{
|
2285 |
+
"epoch": 3.5289461533387567,
|
2286 |
+
"grad_norm": 13.036714553833008,
|
2287 |
+
"learning_rate": 8.826323079967459e-06,
|
2288 |
+
"loss": 0.2341,
|
2289 |
+
"step": 160500
|
2290 |
+
},
|
2291 |
+
{
|
2292 |
+
"epoch": 3.5399397550625533,
|
2293 |
+
"grad_norm": 9.3615140914917,
|
2294 |
+
"learning_rate": 8.760361469624678e-06,
|
2295 |
+
"loss": 0.2632,
|
2296 |
+
"step": 161000
|
2297 |
+
},
|
2298 |
+
{
|
2299 |
+
"epoch": 3.5509333567863504,
|
2300 |
+
"grad_norm": 0.3549996018409729,
|
2301 |
+
"learning_rate": 8.694399859281897e-06,
|
2302 |
+
"loss": 0.2507,
|
2303 |
+
"step": 161500
|
2304 |
+
},
|
2305 |
+
{
|
2306 |
+
"epoch": 3.561926958510147,
|
2307 |
+
"grad_norm": 0.46619582176208496,
|
2308 |
+
"learning_rate": 8.628438248939118e-06,
|
2309 |
+
"loss": 0.2543,
|
2310 |
+
"step": 162000
|
2311 |
+
},
|
2312 |
+
{
|
2313 |
+
"epoch": 3.572920560233944,
|
2314 |
+
"grad_norm": 0.9738485217094421,
|
2315 |
+
"learning_rate": 8.562476638596337e-06,
|
2316 |
+
"loss": 0.2672,
|
2317 |
+
"step": 162500
|
2318 |
+
},
|
2319 |
+
{
|
2320 |
+
"epoch": 3.5839141619577406,
|
2321 |
+
"grad_norm": 12.682645797729492,
|
2322 |
+
"learning_rate": 8.496515028253557e-06,
|
2323 |
+
"loss": 0.2422,
|
2324 |
+
"step": 163000
|
2325 |
+
},
|
2326 |
+
{
|
2327 |
+
"epoch": 3.594907763681537,
|
2328 |
+
"grad_norm": 0.33584246039390564,
|
2329 |
+
"learning_rate": 8.430553417910776e-06,
|
2330 |
+
"loss": 0.2597,
|
2331 |
+
"step": 163500
|
2332 |
+
},
|
2333 |
+
{
|
2334 |
+
"epoch": 3.6059013654053342,
|
2335 |
+
"grad_norm": 8.06340217590332,
|
2336 |
+
"learning_rate": 8.364591807567997e-06,
|
2337 |
+
"loss": 0.271,
|
2338 |
+
"step": 164000
|
2339 |
+
},
|
2340 |
+
{
|
2341 |
+
"epoch": 3.616894967129131,
|
2342 |
+
"grad_norm": 0.4343748688697815,
|
2343 |
+
"learning_rate": 8.298630197225216e-06,
|
2344 |
+
"loss": 0.2686,
|
2345 |
+
"step": 164500
|
2346 |
+
},
|
2347 |
+
{
|
2348 |
+
"epoch": 3.6278885688529274,
|
2349 |
+
"grad_norm": 38.23839569091797,
|
2350 |
+
"learning_rate": 8.232668586882435e-06,
|
2351 |
+
"loss": 0.2605,
|
2352 |
+
"step": 165000
|
2353 |
+
},
|
2354 |
+
{
|
2355 |
+
"epoch": 3.6388821705767245,
|
2356 |
+
"grad_norm": 20.085224151611328,
|
2357 |
+
"learning_rate": 8.166706976539654e-06,
|
2358 |
+
"loss": 0.2449,
|
2359 |
+
"step": 165500
|
2360 |
+
},
|
2361 |
+
{
|
2362 |
+
"epoch": 3.649875772300521,
|
2363 |
+
"grad_norm": 0.3538534641265869,
|
2364 |
+
"learning_rate": 8.100745366196875e-06,
|
2365 |
+
"loss": 0.2436,
|
2366 |
+
"step": 166000
|
2367 |
+
},
|
2368 |
+
{
|
2369 |
+
"epoch": 3.660869374024318,
|
2370 |
+
"grad_norm": 0.3242553174495697,
|
2371 |
+
"learning_rate": 8.034783755854094e-06,
|
2372 |
+
"loss": 0.2468,
|
2373 |
+
"step": 166500
|
2374 |
+
},
|
2375 |
+
{
|
2376 |
+
"epoch": 3.6718629757481147,
|
2377 |
+
"grad_norm": 28.696617126464844,
|
2378 |
+
"learning_rate": 7.968822145511311e-06,
|
2379 |
+
"loss": 0.2621,
|
2380 |
+
"step": 167000
|
2381 |
+
},
|
2382 |
+
{
|
2383 |
+
"epoch": 3.6828565774719113,
|
2384 |
+
"grad_norm": 0.26111406087875366,
|
2385 |
+
"learning_rate": 7.902860535168532e-06,
|
2386 |
+
"loss": 0.2519,
|
2387 |
+
"step": 167500
|
2388 |
+
},
|
2389 |
+
{
|
2390 |
+
"epoch": 3.6938501791957083,
|
2391 |
+
"grad_norm": 0.24540553987026215,
|
2392 |
+
"learning_rate": 7.836898924825751e-06,
|
2393 |
+
"loss": 0.2515,
|
2394 |
+
"step": 168000
|
2395 |
+
},
|
2396 |
+
{
|
2397 |
+
"epoch": 3.704843780919505,
|
2398 |
+
"grad_norm": 0.4676073491573334,
|
2399 |
+
"learning_rate": 7.770937314482972e-06,
|
2400 |
+
"loss": 0.256,
|
2401 |
+
"step": 168500
|
2402 |
+
},
|
2403 |
+
{
|
2404 |
+
"epoch": 3.7158373826433015,
|
2405 |
+
"grad_norm": 87.25594329833984,
|
2406 |
+
"learning_rate": 7.70497570414019e-06,
|
2407 |
+
"loss": 0.2354,
|
2408 |
+
"step": 169000
|
2409 |
+
},
|
2410 |
+
{
|
2411 |
+
"epoch": 3.7268309843670986,
|
2412 |
+
"grad_norm": 1.1010403633117676,
|
2413 |
+
"learning_rate": 7.63901409379741e-06,
|
2414 |
+
"loss": 0.2394,
|
2415 |
+
"step": 169500
|
2416 |
+
},
|
2417 |
+
{
|
2418 |
+
"epoch": 3.737824586090895,
|
2419 |
+
"grad_norm": 0.1542312502861023,
|
2420 |
+
"learning_rate": 7.57305248345463e-06,
|
2421 |
+
"loss": 0.2491,
|
2422 |
+
"step": 170000
|
2423 |
+
},
|
2424 |
+
{
|
2425 |
+
"epoch": 3.748818187814692,
|
2426 |
+
"grad_norm": 2.4090046882629395,
|
2427 |
+
"learning_rate": 7.50709087311185e-06,
|
2428 |
+
"loss": 0.2337,
|
2429 |
+
"step": 170500
|
2430 |
+
},
|
2431 |
+
{
|
2432 |
+
"epoch": 3.759811789538489,
|
2433 |
+
"grad_norm": 6.501917362213135,
|
2434 |
+
"learning_rate": 7.441129262769069e-06,
|
2435 |
+
"loss": 0.2406,
|
2436 |
+
"step": 171000
|
2437 |
+
},
|
2438 |
+
{
|
2439 |
+
"epoch": 3.7708053912622854,
|
2440 |
+
"grad_norm": 19.246479034423828,
|
2441 |
+
"learning_rate": 7.375167652426288e-06,
|
2442 |
+
"loss": 0.2547,
|
2443 |
+
"step": 171500
|
2444 |
+
},
|
2445 |
+
{
|
2446 |
+
"epoch": 3.781798992986082,
|
2447 |
+
"grad_norm": 0.10231161117553711,
|
2448 |
+
"learning_rate": 7.309206042083508e-06,
|
2449 |
+
"loss": 0.2379,
|
2450 |
+
"step": 172000
|
2451 |
+
},
|
2452 |
+
{
|
2453 |
+
"epoch": 3.792792594709879,
|
2454 |
+
"grad_norm": 10.832609176635742,
|
2455 |
+
"learning_rate": 7.243244431740727e-06,
|
2456 |
+
"loss": 0.2711,
|
2457 |
+
"step": 172500
|
2458 |
+
},
|
2459 |
+
{
|
2460 |
+
"epoch": 3.8037861964336757,
|
2461 |
+
"grad_norm": 18.556346893310547,
|
2462 |
+
"learning_rate": 7.177282821397947e-06,
|
2463 |
+
"loss": 0.2265,
|
2464 |
+
"step": 173000
|
2465 |
+
},
|
2466 |
+
{
|
2467 |
+
"epoch": 3.8147797981574723,
|
2468 |
+
"grad_norm": 1.0246055126190186,
|
2469 |
+
"learning_rate": 7.111321211055166e-06,
|
2470 |
+
"loss": 0.2334,
|
2471 |
+
"step": 173500
|
2472 |
+
},
|
2473 |
+
{
|
2474 |
+
"epoch": 3.8257733998812693,
|
2475 |
+
"grad_norm": 1.1454087495803833,
|
2476 |
+
"learning_rate": 7.0453596007123855e-06,
|
2477 |
+
"loss": 0.2491,
|
2478 |
+
"step": 174000
|
2479 |
+
},
|
2480 |
+
{
|
2481 |
+
"epoch": 3.836767001605066,
|
2482 |
+
"grad_norm": 11.247049331665039,
|
2483 |
+
"learning_rate": 6.979397990369605e-06,
|
2484 |
+
"loss": 0.2632,
|
2485 |
+
"step": 174500
|
2486 |
+
},
|
2487 |
+
{
|
2488 |
+
"epoch": 3.8477606033288625,
|
2489 |
+
"grad_norm": 14.466601371765137,
|
2490 |
+
"learning_rate": 6.913436380026825e-06,
|
2491 |
+
"loss": 0.2639,
|
2492 |
+
"step": 175000
|
2493 |
+
},
|
2494 |
+
{
|
2495 |
+
"epoch": 3.8587542050526595,
|
2496 |
+
"grad_norm": 7.91213321685791,
|
2497 |
+
"learning_rate": 6.847474769684044e-06,
|
2498 |
+
"loss": 0.2527,
|
2499 |
+
"step": 175500
|
2500 |
+
},
|
2501 |
+
{
|
2502 |
+
"epoch": 3.869747806776456,
|
2503 |
+
"grad_norm": 26.528411865234375,
|
2504 |
+
"learning_rate": 6.781513159341264e-06,
|
2505 |
+
"loss": 0.2438,
|
2506 |
+
"step": 176000
|
2507 |
+
},
|
2508 |
+
{
|
2509 |
+
"epoch": 3.8807414085002527,
|
2510 |
+
"grad_norm": 0.7833952903747559,
|
2511 |
+
"learning_rate": 6.715551548998483e-06,
|
2512 |
+
"loss": 0.2585,
|
2513 |
+
"step": 176500
|
2514 |
+
},
|
2515 |
+
{
|
2516 |
+
"epoch": 3.8917350102240498,
|
2517 |
+
"grad_norm": 53.77830123901367,
|
2518 |
+
"learning_rate": 6.649589938655703e-06,
|
2519 |
+
"loss": 0.2615,
|
2520 |
+
"step": 177000
|
2521 |
+
},
|
2522 |
+
{
|
2523 |
+
"epoch": 3.9027286119478464,
|
2524 |
+
"grad_norm": 0.6139953136444092,
|
2525 |
+
"learning_rate": 6.583628328312922e-06,
|
2526 |
+
"loss": 0.2644,
|
2527 |
+
"step": 177500
|
2528 |
+
},
|
2529 |
+
{
|
2530 |
+
"epoch": 3.913722213671643,
|
2531 |
+
"grad_norm": 1.4486163854599,
|
2532 |
+
"learning_rate": 6.517666717970142e-06,
|
2533 |
+
"loss": 0.2302,
|
2534 |
+
"step": 178000
|
2535 |
+
},
|
2536 |
+
{
|
2537 |
+
"epoch": 3.92471581539544,
|
2538 |
+
"grad_norm": 5.287415504455566,
|
2539 |
+
"learning_rate": 6.451705107627361e-06,
|
2540 |
+
"loss": 0.2727,
|
2541 |
+
"step": 178500
|
2542 |
+
},
|
2543 |
+
{
|
2544 |
+
"epoch": 3.9357094171192366,
|
2545 |
+
"grad_norm": 26.611614227294922,
|
2546 |
+
"learning_rate": 6.3857434972845804e-06,
|
2547 |
+
"loss": 0.2514,
|
2548 |
+
"step": 179000
|
2549 |
+
},
|
2550 |
+
{
|
2551 |
+
"epoch": 3.946703018843033,
|
2552 |
+
"grad_norm": 14.361977577209473,
|
2553 |
+
"learning_rate": 6.3197818869418e-06,
|
2554 |
+
"loss": 0.2476,
|
2555 |
+
"step": 179500
|
2556 |
+
},
|
2557 |
+
{
|
2558 |
+
"epoch": 3.9576966205668302,
|
2559 |
+
"grad_norm": 1.3597434759140015,
|
2560 |
+
"learning_rate": 6.25382027659902e-06,
|
2561 |
+
"loss": 0.2406,
|
2562 |
+
"step": 180000
|
2563 |
+
},
|
2564 |
+
{
|
2565 |
+
"epoch": 3.968690222290627,
|
2566 |
+
"grad_norm": 10.218100547790527,
|
2567 |
+
"learning_rate": 6.187858666256239e-06,
|
2568 |
+
"loss": 0.254,
|
2569 |
+
"step": 180500
|
2570 |
+
},
|
2571 |
+
{
|
2572 |
+
"epoch": 3.9796838240144234,
|
2573 |
+
"grad_norm": 0.7666225433349609,
|
2574 |
+
"learning_rate": 6.121897055913459e-06,
|
2575 |
+
"loss": 0.2741,
|
2576 |
+
"step": 181000
|
2577 |
+
},
|
2578 |
+
{
|
2579 |
+
"epoch": 3.9906774257382205,
|
2580 |
+
"grad_norm": 36.5604133605957,
|
2581 |
+
"learning_rate": 6.055935445570678e-06,
|
2582 |
+
"loss": 0.2374,
|
2583 |
+
"step": 181500
|
2584 |
+
},
|
2585 |
+
{
|
2586 |
+
"epoch": 4.0,
|
2587 |
+
"eval_accuracy": 0.8765273094177246,
|
2588 |
+
"eval_f1": 0.8365850464842216,
|
2589 |
+
"eval_loss": 0.5333936214447021,
|
2590 |
+
"eval_mcc": 0.7376033359055921,
|
2591 |
+
"eval_runtime": 27.772,
|
2592 |
+
"eval_samples_per_second": 727.891,
|
2593 |
+
"eval_steps_per_second": 90.991,
|
2594 |
+
"step": 181924
|
2595 |
+
},
|
2596 |
+
{
|
2597 |
+
"epoch": 4.0016710274620175,
|
2598 |
+
"grad_norm": 0.4658304750919342,
|
2599 |
+
"learning_rate": 5.989973835227898e-06,
|
2600 |
+
"loss": 0.2447,
|
2601 |
+
"step": 182000
|
2602 |
+
},
|
2603 |
+
{
|
2604 |
+
"epoch": 4.012664629185814,
|
2605 |
+
"grad_norm": 0.2597205340862274,
|
2606 |
+
"learning_rate": 5.924012224885117e-06,
|
2607 |
+
"loss": 0.1824,
|
2608 |
+
"step": 182500
|
2609 |
+
},
|
2610 |
+
{
|
2611 |
+
"epoch": 4.023658230909611,
|
2612 |
+
"grad_norm": 0.4755733907222748,
|
2613 |
+
"learning_rate": 5.858050614542337e-06,
|
2614 |
+
"loss": 0.2266,
|
2615 |
+
"step": 183000
|
2616 |
+
},
|
2617 |
+
{
|
2618 |
+
"epoch": 4.034651832633408,
|
2619 |
+
"grad_norm": 0.3996201753616333,
|
2620 |
+
"learning_rate": 5.792089004199556e-06,
|
2621 |
+
"loss": 0.1901,
|
2622 |
+
"step": 183500
|
2623 |
+
},
|
2624 |
+
{
|
2625 |
+
"epoch": 4.045645434357204,
|
2626 |
+
"grad_norm": 0.8636412620544434,
|
2627 |
+
"learning_rate": 5.726127393856775e-06,
|
2628 |
+
"loss": 0.1955,
|
2629 |
+
"step": 184000
|
2630 |
+
},
|
2631 |
+
{
|
2632 |
+
"epoch": 4.056639036081001,
|
2633 |
+
"grad_norm": 0.3265284597873688,
|
2634 |
+
"learning_rate": 5.6601657835139945e-06,
|
2635 |
+
"loss": 0.1979,
|
2636 |
+
"step": 184500
|
2637 |
+
},
|
2638 |
+
{
|
2639 |
+
"epoch": 4.067632637804798,
|
2640 |
+
"grad_norm": 0.1188616007566452,
|
2641 |
+
"learning_rate": 5.5942041731712145e-06,
|
2642 |
+
"loss": 0.2066,
|
2643 |
+
"step": 185000
|
2644 |
+
},
|
2645 |
+
{
|
2646 |
+
"epoch": 4.078626239528594,
|
2647 |
+
"grad_norm": 0.7546807527542114,
|
2648 |
+
"learning_rate": 5.528242562828434e-06,
|
2649 |
+
"loss": 0.1959,
|
2650 |
+
"step": 185500
|
2651 |
+
},
|
2652 |
+
{
|
2653 |
+
"epoch": 4.089619841252391,
|
2654 |
+
"grad_norm": 0.12139397114515305,
|
2655 |
+
"learning_rate": 5.462280952485654e-06,
|
2656 |
+
"loss": 0.1969,
|
2657 |
+
"step": 186000
|
2658 |
+
},
|
2659 |
+
{
|
2660 |
+
"epoch": 4.100613442976188,
|
2661 |
+
"grad_norm": 0.13494807481765747,
|
2662 |
+
"learning_rate": 5.396319342142873e-06,
|
2663 |
+
"loss": 0.1814,
|
2664 |
+
"step": 186500
|
2665 |
+
},
|
2666 |
+
{
|
2667 |
+
"epoch": 4.111607044699984,
|
2668 |
+
"grad_norm": 0.023194080218672752,
|
2669 |
+
"learning_rate": 5.330357731800093e-06,
|
2670 |
+
"loss": 0.1877,
|
2671 |
+
"step": 187000
|
2672 |
+
},
|
2673 |
+
{
|
2674 |
+
"epoch": 4.122600646423781,
|
2675 |
+
"grad_norm": 0.07898598164319992,
|
2676 |
+
"learning_rate": 5.264396121457312e-06,
|
2677 |
+
"loss": 0.209,
|
2678 |
+
"step": 187500
|
2679 |
+
},
|
2680 |
+
{
|
2681 |
+
"epoch": 4.1335942481475785,
|
2682 |
+
"grad_norm": 0.11429109424352646,
|
2683 |
+
"learning_rate": 5.198434511114532e-06,
|
2684 |
+
"loss": 0.1794,
|
2685 |
+
"step": 188000
|
2686 |
+
},
|
2687 |
+
{
|
2688 |
+
"epoch": 4.144587849871375,
|
2689 |
+
"grad_norm": 0.1126711368560791,
|
2690 |
+
"learning_rate": 5.132472900771751e-06,
|
2691 |
+
"loss": 0.2143,
|
2692 |
+
"step": 188500
|
2693 |
+
},
|
2694 |
+
{
|
2695 |
+
"epoch": 4.155581451595172,
|
2696 |
+
"grad_norm": 36.669212341308594,
|
2697 |
+
"learning_rate": 5.06651129042897e-06,
|
2698 |
+
"loss": 0.1995,
|
2699 |
+
"step": 189000
|
2700 |
+
},
|
2701 |
+
{
|
2702 |
+
"epoch": 4.166575053318969,
|
2703 |
+
"grad_norm": 0.0557066835463047,
|
2704 |
+
"learning_rate": 5.0005496800861894e-06,
|
2705 |
+
"loss": 0.1977,
|
2706 |
+
"step": 189500
|
2707 |
+
},
|
2708 |
+
{
|
2709 |
+
"epoch": 4.177568655042765,
|
2710 |
+
"grad_norm": 0.11854979395866394,
|
2711 |
+
"learning_rate": 4.9345880697434094e-06,
|
2712 |
+
"loss": 0.203,
|
2713 |
+
"step": 190000
|
2714 |
+
},
|
2715 |
+
{
|
2716 |
+
"epoch": 4.188562256766562,
|
2717 |
+
"grad_norm": 47.56736755371094,
|
2718 |
+
"learning_rate": 4.868626459400629e-06,
|
2719 |
+
"loss": 0.1673,
|
2720 |
+
"step": 190500
|
2721 |
+
},
|
2722 |
+
{
|
2723 |
+
"epoch": 4.199555858490359,
|
2724 |
+
"grad_norm": 1.5440220832824707,
|
2725 |
+
"learning_rate": 4.802664849057849e-06,
|
2726 |
+
"loss": 0.1998,
|
2727 |
+
"step": 191000
|
2728 |
+
},
|
2729 |
+
{
|
2730 |
+
"epoch": 4.210549460214155,
|
2731 |
+
"grad_norm": 0.11512400209903717,
|
2732 |
+
"learning_rate": 4.736703238715068e-06,
|
2733 |
+
"loss": 0.2027,
|
2734 |
+
"step": 191500
|
2735 |
+
},
|
2736 |
+
{
|
2737 |
+
"epoch": 4.221543061937952,
|
2738 |
+
"grad_norm": 13.000309944152832,
|
2739 |
+
"learning_rate": 4.670741628372288e-06,
|
2740 |
+
"loss": 0.2268,
|
2741 |
+
"step": 192000
|
2742 |
+
},
|
2743 |
+
{
|
2744 |
+
"epoch": 4.232536663661749,
|
2745 |
+
"grad_norm": 0.053511910140514374,
|
2746 |
+
"learning_rate": 4.604780018029507e-06,
|
2747 |
+
"loss": 0.2119,
|
2748 |
+
"step": 192500
|
2749 |
+
},
|
2750 |
+
{
|
2751 |
+
"epoch": 4.243530265385545,
|
2752 |
+
"grad_norm": 1.0577130317687988,
|
2753 |
+
"learning_rate": 4.538818407686727e-06,
|
2754 |
+
"loss": 0.207,
|
2755 |
+
"step": 193000
|
2756 |
+
},
|
2757 |
+
{
|
2758 |
+
"epoch": 4.254523867109342,
|
2759 |
+
"grad_norm": 0.5129163861274719,
|
2760 |
+
"learning_rate": 4.472856797343946e-06,
|
2761 |
+
"loss": 0.1971,
|
2762 |
+
"step": 193500
|
2763 |
+
},
|
2764 |
+
{
|
2765 |
+
"epoch": 4.265517468833139,
|
2766 |
+
"grad_norm": 38.92678451538086,
|
2767 |
+
"learning_rate": 4.406895187001165e-06,
|
2768 |
+
"loss": 0.1915,
|
2769 |
+
"step": 194000
|
2770 |
+
},
|
2771 |
+
{
|
2772 |
+
"epoch": 4.276511070556936,
|
2773 |
+
"grad_norm": 0.2508489489555359,
|
2774 |
+
"learning_rate": 4.340933576658384e-06,
|
2775 |
+
"loss": 0.2076,
|
2776 |
+
"step": 194500
|
2777 |
+
},
|
2778 |
+
{
|
2779 |
+
"epoch": 4.287504672280733,
|
2780 |
+
"grad_norm": 0.8289797306060791,
|
2781 |
+
"learning_rate": 4.274971966315604e-06,
|
2782 |
+
"loss": 0.1906,
|
2783 |
+
"step": 195000
|
2784 |
+
},
|
2785 |
+
{
|
2786 |
+
"epoch": 4.29849827400453,
|
2787 |
+
"grad_norm": 0.1511843502521515,
|
2788 |
+
"learning_rate": 4.2090103559728235e-06,
|
2789 |
+
"loss": 0.1908,
|
2790 |
+
"step": 195500
|
2791 |
+
},
|
2792 |
+
{
|
2793 |
+
"epoch": 4.309491875728326,
|
2794 |
+
"grad_norm": 36.47195053100586,
|
2795 |
+
"learning_rate": 4.1430487456300435e-06,
|
2796 |
+
"loss": 0.2198,
|
2797 |
+
"step": 196000
|
2798 |
+
},
|
2799 |
+
{
|
2800 |
+
"epoch": 4.320485477452123,
|
2801 |
+
"grad_norm": 59.39978790283203,
|
2802 |
+
"learning_rate": 4.077087135287263e-06,
|
2803 |
+
"loss": 0.1958,
|
2804 |
+
"step": 196500
|
2805 |
+
},
|
2806 |
+
{
|
2807 |
+
"epoch": 4.33147907917592,
|
2808 |
+
"grad_norm": 25.194355010986328,
|
2809 |
+
"learning_rate": 4.011125524944483e-06,
|
2810 |
+
"loss": 0.185,
|
2811 |
+
"step": 197000
|
2812 |
+
},
|
2813 |
+
{
|
2814 |
+
"epoch": 4.342472680899716,
|
2815 |
+
"grad_norm": 20.661163330078125,
|
2816 |
+
"learning_rate": 3.945163914601702e-06,
|
2817 |
+
"loss": 0.2032,
|
2818 |
+
"step": 197500
|
2819 |
+
},
|
2820 |
+
{
|
2821 |
+
"epoch": 4.353466282623513,
|
2822 |
+
"grad_norm": 0.04815911129117012,
|
2823 |
+
"learning_rate": 3.879202304258922e-06,
|
2824 |
+
"loss": 0.194,
|
2825 |
+
"step": 198000
|
2826 |
+
},
|
2827 |
+
{
|
2828 |
+
"epoch": 4.36445988434731,
|
2829 |
+
"grad_norm": 0.18730510771274567,
|
2830 |
+
"learning_rate": 3.8132406939161414e-06,
|
2831 |
+
"loss": 0.236,
|
2832 |
+
"step": 198500
|
2833 |
+
},
|
2834 |
+
{
|
2835 |
+
"epoch": 4.375453486071106,
|
2836 |
+
"grad_norm": 15.972749710083008,
|
2837 |
+
"learning_rate": 3.7472790835733606e-06,
|
2838 |
+
"loss": 0.196,
|
2839 |
+
"step": 199000
|
2840 |
+
},
|
2841 |
+
{
|
2842 |
+
"epoch": 4.386447087794903,
|
2843 |
+
"grad_norm": 0.25309285521507263,
|
2844 |
+
"learning_rate": 3.68131747323058e-06,
|
2845 |
+
"loss": 0.2161,
|
2846 |
+
"step": 199500
|
2847 |
+
},
|
2848 |
+
{
|
2849 |
+
"epoch": 4.3974406895187,
|
2850 |
+
"grad_norm": 0.17074181139469147,
|
2851 |
+
"learning_rate": 3.6153558628877997e-06,
|
2852 |
+
"loss": 0.1836,
|
2853 |
+
"step": 200000
|
2854 |
+
},
|
2855 |
+
{
|
2856 |
+
"epoch": 4.4084342912424965,
|
2857 |
+
"grad_norm": 20.413162231445312,
|
2858 |
+
"learning_rate": 3.549394252545019e-06,
|
2859 |
+
"loss": 0.1911,
|
2860 |
+
"step": 200500
|
2861 |
+
},
|
2862 |
+
{
|
2863 |
+
"epoch": 4.419427892966294,
|
2864 |
+
"grad_norm": 0.5931562781333923,
|
2865 |
+
"learning_rate": 3.4834326422022384e-06,
|
2866 |
+
"loss": 0.1847,
|
2867 |
+
"step": 201000
|
2868 |
+
},
|
2869 |
+
{
|
2870 |
+
"epoch": 4.430421494690091,
|
2871 |
+
"grad_norm": 37.10576248168945,
|
2872 |
+
"learning_rate": 3.417471031859458e-06,
|
2873 |
+
"loss": 0.1657,
|
2874 |
+
"step": 201500
|
2875 |
+
},
|
2876 |
+
{
|
2877 |
+
"epoch": 4.441415096413887,
|
2878 |
+
"grad_norm": 0.06108024716377258,
|
2879 |
+
"learning_rate": 3.3515094215166776e-06,
|
2880 |
+
"loss": 0.1949,
|
2881 |
+
"step": 202000
|
2882 |
+
},
|
2883 |
+
{
|
2884 |
+
"epoch": 4.452408698137684,
|
2885 |
+
"grad_norm": 14.7476224899292,
|
2886 |
+
"learning_rate": 3.285547811173897e-06,
|
2887 |
+
"loss": 0.2052,
|
2888 |
+
"step": 202500
|
2889 |
+
},
|
2890 |
+
{
|
2891 |
+
"epoch": 4.463402299861481,
|
2892 |
+
"grad_norm": 0.4280465841293335,
|
2893 |
+
"learning_rate": 3.2195862008311163e-06,
|
2894 |
+
"loss": 0.2127,
|
2895 |
+
"step": 203000
|
2896 |
+
},
|
2897 |
+
{
|
2898 |
+
"epoch": 4.474395901585277,
|
2899 |
+
"grad_norm": 0.38156208395957947,
|
2900 |
+
"learning_rate": 3.153624590488336e-06,
|
2901 |
+
"loss": 0.1949,
|
2902 |
+
"step": 203500
|
2903 |
+
},
|
2904 |
+
{
|
2905 |
+
"epoch": 4.485389503309074,
|
2906 |
+
"grad_norm": 325.33026123046875,
|
2907 |
+
"learning_rate": 3.0876629801455555e-06,
|
2908 |
+
"loss": 0.1976,
|
2909 |
+
"step": 204000
|
2910 |
+
},
|
2911 |
+
{
|
2912 |
+
"epoch": 4.496383105032871,
|
2913 |
+
"grad_norm": 99.75337982177734,
|
2914 |
+
"learning_rate": 3.021701369802775e-06,
|
2915 |
+
"loss": 0.2031,
|
2916 |
+
"step": 204500
|
2917 |
+
},
|
2918 |
+
{
|
2919 |
+
"epoch": 4.507376706756667,
|
2920 |
+
"grad_norm": 0.17061945796012878,
|
2921 |
+
"learning_rate": 2.9557397594599946e-06,
|
2922 |
+
"loss": 0.1964,
|
2923 |
+
"step": 205000
|
2924 |
+
},
|
2925 |
+
{
|
2926 |
+
"epoch": 4.518370308480464,
|
2927 |
+
"grad_norm": 25.07261085510254,
|
2928 |
+
"learning_rate": 2.8897781491172138e-06,
|
2929 |
+
"loss": 0.1875,
|
2930 |
+
"step": 205500
|
2931 |
+
},
|
2932 |
+
{
|
2933 |
+
"epoch": 4.529363910204261,
|
2934 |
+
"grad_norm": 0.2692670226097107,
|
2935 |
+
"learning_rate": 2.8238165387744334e-06,
|
2936 |
+
"loss": 0.1978,
|
2937 |
+
"step": 206000
|
2938 |
+
},
|
2939 |
+
{
|
2940 |
+
"epoch": 4.5403575119280575,
|
2941 |
+
"grad_norm": 2.56193470954895,
|
2942 |
+
"learning_rate": 2.757854928431653e-06,
|
2943 |
+
"loss": 0.207,
|
2944 |
+
"step": 206500
|
2945 |
+
},
|
2946 |
+
{
|
2947 |
+
"epoch": 4.5513511136518545,
|
2948 |
+
"grad_norm": 1.1347905397415161,
|
2949 |
+
"learning_rate": 2.6918933180888725e-06,
|
2950 |
+
"loss": 0.2049,
|
2951 |
+
"step": 207000
|
2952 |
+
},
|
2953 |
+
{
|
2954 |
+
"epoch": 4.562344715375652,
|
2955 |
+
"grad_norm": 0.9405034184455872,
|
2956 |
+
"learning_rate": 2.625931707746092e-06,
|
2957 |
+
"loss": 0.182,
|
2958 |
+
"step": 207500
|
2959 |
+
},
|
2960 |
+
{
|
2961 |
+
"epoch": 4.573338317099449,
|
2962 |
+
"grad_norm": 0.10386385023593903,
|
2963 |
+
"learning_rate": 2.5599700974033112e-06,
|
2964 |
+
"loss": 0.1816,
|
2965 |
+
"step": 208000
|
2966 |
+
},
|
2967 |
+
{
|
2968 |
+
"epoch": 4.584331918823245,
|
2969 |
+
"grad_norm": 1.0305184125900269,
|
2970 |
+
"learning_rate": 2.494008487060531e-06,
|
2971 |
+
"loss": 0.208,
|
2972 |
+
"step": 208500
|
2973 |
+
},
|
2974 |
+
{
|
2975 |
+
"epoch": 4.595325520547042,
|
2976 |
+
"grad_norm": 5.062295913696289,
|
2977 |
+
"learning_rate": 2.4280468767177504e-06,
|
2978 |
+
"loss": 0.1918,
|
2979 |
+
"step": 209000
|
2980 |
+
},
|
2981 |
+
{
|
2982 |
+
"epoch": 4.606319122270838,
|
2983 |
+
"grad_norm": 13.542932510375977,
|
2984 |
+
"learning_rate": 2.36208526637497e-06,
|
2985 |
+
"loss": 0.2016,
|
2986 |
+
"step": 209500
|
2987 |
+
},
|
2988 |
+
{
|
2989 |
+
"epoch": 4.617312723994635,
|
2990 |
+
"grad_norm": 28.13912582397461,
|
2991 |
+
"learning_rate": 2.2961236560321896e-06,
|
2992 |
+
"loss": 0.2065,
|
2993 |
+
"step": 210000
|
2994 |
+
},
|
2995 |
+
{
|
2996 |
+
"epoch": 4.628306325718432,
|
2997 |
+
"grad_norm": 38.89891052246094,
|
2998 |
+
"learning_rate": 2.2301620456894087e-06,
|
2999 |
+
"loss": 0.1951,
|
3000 |
+
"step": 210500
|
3001 |
+
},
|
3002 |
+
{
|
3003 |
+
"epoch": 4.639299927442229,
|
3004 |
+
"grad_norm": 220.25010681152344,
|
3005 |
+
"learning_rate": 2.1642004353466283e-06,
|
3006 |
+
"loss": 0.2243,
|
3007 |
+
"step": 211000
|
3008 |
+
},
|
3009 |
+
{
|
3010 |
+
"epoch": 4.650293529166025,
|
3011 |
+
"grad_norm": 0.11063925921916962,
|
3012 |
+
"learning_rate": 2.098238825003848e-06,
|
3013 |
+
"loss": 0.1862,
|
3014 |
+
"step": 211500
|
3015 |
+
},
|
3016 |
+
{
|
3017 |
+
"epoch": 4.661287130889822,
|
3018 |
+
"grad_norm": 0.9656747579574585,
|
3019 |
+
"learning_rate": 2.0322772146610674e-06,
|
3020 |
+
"loss": 0.1796,
|
3021 |
+
"step": 212000
|
3022 |
+
},
|
3023 |
+
{
|
3024 |
+
"epoch": 4.672280732613618,
|
3025 |
+
"grad_norm": 0.03588191047310829,
|
3026 |
+
"learning_rate": 1.966315604318287e-06,
|
3027 |
+
"loss": 0.1936,
|
3028 |
+
"step": 212500
|
3029 |
+
},
|
3030 |
+
{
|
3031 |
+
"epoch": 4.6832743343374155,
|
3032 |
+
"grad_norm": 25.791149139404297,
|
3033 |
+
"learning_rate": 1.9003539939755062e-06,
|
3034 |
+
"loss": 0.2102,
|
3035 |
+
"step": 213000
|
3036 |
+
},
|
3037 |
+
{
|
3038 |
+
"epoch": 4.6942679360612125,
|
3039 |
+
"grad_norm": 1.5398284196853638,
|
3040 |
+
"learning_rate": 1.8343923836327257e-06,
|
3041 |
+
"loss": 0.1941,
|
3042 |
+
"step": 213500
|
3043 |
+
},
|
3044 |
+
{
|
3045 |
+
"epoch": 4.7052615377850096,
|
3046 |
+
"grad_norm": 0.8514572978019714,
|
3047 |
+
"learning_rate": 1.7684307732899453e-06,
|
3048 |
+
"loss": 0.2124,
|
3049 |
+
"step": 214000
|
3050 |
+
},
|
3051 |
+
{
|
3052 |
+
"epoch": 4.716255139508806,
|
3053 |
+
"grad_norm": 0.1109534353017807,
|
3054 |
+
"learning_rate": 1.7024691629471647e-06,
|
3055 |
+
"loss": 0.1896,
|
3056 |
+
"step": 214500
|
3057 |
+
},
|
3058 |
+
{
|
3059 |
+
"epoch": 4.727248741232603,
|
3060 |
+
"grad_norm": 33.977500915527344,
|
3061 |
+
"learning_rate": 1.6365075526043843e-06,
|
3062 |
+
"loss": 0.1868,
|
3063 |
+
"step": 215000
|
3064 |
+
},
|
3065 |
+
{
|
3066 |
+
"epoch": 4.738242342956399,
|
3067 |
+
"grad_norm": 0.09221459925174713,
|
3068 |
+
"learning_rate": 1.5705459422616038e-06,
|
3069 |
+
"loss": 0.2147,
|
3070 |
+
"step": 215500
|
3071 |
+
},
|
3072 |
+
{
|
3073 |
+
"epoch": 4.749235944680196,
|
3074 |
+
"grad_norm": 0.13753363490104675,
|
3075 |
+
"learning_rate": 1.5045843319188232e-06,
|
3076 |
+
"loss": 0.1805,
|
3077 |
+
"step": 216000
|
3078 |
+
},
|
3079 |
+
{
|
3080 |
+
"epoch": 4.760229546403993,
|
3081 |
+
"grad_norm": 0.03300468996167183,
|
3082 |
+
"learning_rate": 1.4386227215760428e-06,
|
3083 |
+
"loss": 0.195,
|
3084 |
+
"step": 216500
|
3085 |
+
},
|
3086 |
+
{
|
3087 |
+
"epoch": 4.77122314812779,
|
3088 |
+
"grad_norm": 52.13509750366211,
|
3089 |
+
"learning_rate": 1.3726611112332624e-06,
|
3090 |
+
"loss": 0.1934,
|
3091 |
+
"step": 217000
|
3092 |
+
},
|
3093 |
+
{
|
3094 |
+
"epoch": 4.782216749851586,
|
3095 |
+
"grad_norm": 0.05201047658920288,
|
3096 |
+
"learning_rate": 1.3066995008904817e-06,
|
3097 |
+
"loss": 0.1986,
|
3098 |
+
"step": 217500
|
3099 |
+
},
|
3100 |
+
{
|
3101 |
+
"epoch": 4.793210351575383,
|
3102 |
+
"grad_norm": 0.15796062350273132,
|
3103 |
+
"learning_rate": 1.2407378905477013e-06,
|
3104 |
+
"loss": 0.189,
|
3105 |
+
"step": 218000
|
3106 |
+
},
|
3107 |
+
{
|
3108 |
+
"epoch": 4.80420395329918,
|
3109 |
+
"grad_norm": 0.603727400302887,
|
3110 |
+
"learning_rate": 1.1747762802049207e-06,
|
3111 |
+
"loss": 0.194,
|
3112 |
+
"step": 218500
|
3113 |
+
},
|
3114 |
+
{
|
3115 |
+
"epoch": 4.815197555022976,
|
3116 |
+
"grad_norm": 19.412994384765625,
|
3117 |
+
"learning_rate": 1.1088146698621402e-06,
|
3118 |
+
"loss": 0.2022,
|
3119 |
+
"step": 219000
|
3120 |
+
},
|
3121 |
+
{
|
3122 |
+
"epoch": 4.8261911567467735,
|
3123 |
+
"grad_norm": 0.08504907041788101,
|
3124 |
+
"learning_rate": 1.0428530595193598e-06,
|
3125 |
+
"loss": 0.1858,
|
3126 |
+
"step": 219500
|
3127 |
+
},
|
3128 |
+
{
|
3129 |
+
"epoch": 4.8371847584705705,
|
3130 |
+
"grad_norm": 0.07863516360521317,
|
3131 |
+
"learning_rate": 9.768914491765792e-07,
|
3132 |
+
"loss": 0.1942,
|
3133 |
+
"step": 220000
|
3134 |
+
},
|
3135 |
+
{
|
3136 |
+
"epoch": 4.848178360194367,
|
3137 |
+
"grad_norm": 23.51129722595215,
|
3138 |
+
"learning_rate": 9.109298388337987e-07,
|
3139 |
+
"loss": 0.1912,
|
3140 |
+
"step": 220500
|
3141 |
+
},
|
3142 |
+
{
|
3143 |
+
"epoch": 4.859171961918164,
|
3144 |
+
"grad_norm": 5.780854225158691,
|
3145 |
+
"learning_rate": 8.449682284910183e-07,
|
3146 |
+
"loss": 0.2185,
|
3147 |
+
"step": 221000
|
3148 |
+
},
|
3149 |
+
{
|
3150 |
+
"epoch": 4.870165563641961,
|
3151 |
+
"grad_norm": 0.05857408419251442,
|
3152 |
+
"learning_rate": 7.790066181482378e-07,
|
3153 |
+
"loss": 0.1914,
|
3154 |
+
"step": 221500
|
3155 |
+
},
|
3156 |
+
{
|
3157 |
+
"epoch": 4.881159165365757,
|
3158 |
+
"grad_norm": 0.18249481916427612,
|
3159 |
+
"learning_rate": 7.130450078054573e-07,
|
3160 |
+
"loss": 0.1738,
|
3161 |
+
"step": 222000
|
3162 |
+
},
|
3163 |
+
{
|
3164 |
+
"epoch": 4.892152767089554,
|
3165 |
+
"grad_norm": 418.6382751464844,
|
3166 |
+
"learning_rate": 6.470833974626767e-07,
|
3167 |
+
"loss": 0.2041,
|
3168 |
+
"step": 222500
|
3169 |
+
},
|
3170 |
+
{
|
3171 |
+
"epoch": 4.903146368813351,
|
3172 |
+
"grad_norm": 0.7230046987533569,
|
3173 |
+
"learning_rate": 5.811217871198962e-07,
|
3174 |
+
"loss": 0.1957,
|
3175 |
+
"step": 223000
|
3176 |
+
},
|
3177 |
+
{
|
3178 |
+
"epoch": 4.914139970537147,
|
3179 |
+
"grad_norm": 0.05270848050713539,
|
3180 |
+
"learning_rate": 5.151601767771158e-07,
|
3181 |
+
"loss": 0.1835,
|
3182 |
+
"step": 223500
|
3183 |
+
},
|
3184 |
+
{
|
3185 |
+
"epoch": 4.925133572260944,
|
3186 |
+
"grad_norm": 1709.6539306640625,
|
3187 |
+
"learning_rate": 4.491985664343352e-07,
|
3188 |
+
"loss": 0.1921,
|
3189 |
+
"step": 224000
|
3190 |
+
},
|
3191 |
+
{
|
3192 |
+
"epoch": 4.936127173984741,
|
3193 |
+
"grad_norm": 602.2431640625,
|
3194 |
+
"learning_rate": 3.8323695609155474e-07,
|
3195 |
+
"loss": 0.1727,
|
3196 |
+
"step": 224500
|
3197 |
+
},
|
3198 |
+
{
|
3199 |
+
"epoch": 4.947120775708537,
|
3200 |
+
"grad_norm": 0.297931432723999,
|
3201 |
+
"learning_rate": 3.1727534574877426e-07,
|
3202 |
+
"loss": 0.1915,
|
3203 |
+
"step": 225000
|
3204 |
+
},
|
3205 |
+
{
|
3206 |
+
"epoch": 4.958114377432334,
|
3207 |
+
"grad_norm": 0.3502364456653595,
|
3208 |
+
"learning_rate": 2.5131373540599373e-07,
|
3209 |
+
"loss": 0.1776,
|
3210 |
+
"step": 225500
|
3211 |
+
},
|
3212 |
+
{
|
3213 |
+
"epoch": 4.9691079791561314,
|
3214 |
+
"grad_norm": 0.023652415722608566,
|
3215 |
+
"learning_rate": 1.8535212506321323e-07,
|
3216 |
+
"loss": 0.1978,
|
3217 |
+
"step": 226000
|
3218 |
+
},
|
3219 |
+
{
|
3220 |
+
"epoch": 4.980101580879928,
|
3221 |
+
"grad_norm": 0.24965056777000427,
|
3222 |
+
"learning_rate": 1.1939051472043273e-07,
|
3223 |
+
"loss": 0.1924,
|
3224 |
+
"step": 226500
|
3225 |
+
},
|
3226 |
+
{
|
3227 |
+
"epoch": 4.991095182603725,
|
3228 |
+
"grad_norm": 0.07366069406270981,
|
3229 |
+
"learning_rate": 5.342890437765221e-08,
|
3230 |
+
"loss": 0.1959,
|
3231 |
+
"step": 227000
|
3232 |
+
},
|
3233 |
+
{
|
3234 |
+
"epoch": 5.0,
|
3235 |
+
"eval_accuracy": 0.8784565925598145,
|
3236 |
+
"eval_f1": 0.8391068037456617,
|
3237 |
+
"eval_loss": 0.6183628439903259,
|
3238 |
+
"eval_mcc": 0.7416813202825935,
|
3239 |
+
"eval_runtime": 27.9497,
|
3240 |
+
"eval_samples_per_second": 723.264,
|
3241 |
+
"eval_steps_per_second": 90.412,
|
3242 |
+
"step": 227405
|
3243 |
+
},
|
3244 |
+
{
|
3245 |
+
"epoch": 5.0,
|
3246 |
+
"step": 227405,
|
3247 |
+
"total_flos": 1.0733045580407808e+17,
|
3248 |
+
"train_loss": 0.30088049875882883,
|
3249 |
+
"train_runtime": 13193.5971,
|
3250 |
+
"train_samples_per_second": 137.887,
|
3251 |
+
"train_steps_per_second": 17.236
|
3252 |
+
}
|
3253 |
+
],
|
3254 |
+
"logging_steps": 500,
|
3255 |
+
"max_steps": 227405,
|
3256 |
+
"num_input_tokens_seen": 0,
|
3257 |
+
"num_train_epochs": 5,
|
3258 |
+
"save_steps": 500,
|
3259 |
+
"stateful_callbacks": {
|
3260 |
+
"EarlyStoppingCallback": {
|
3261 |
+
"args": {
|
3262 |
+
"early_stopping_patience": 3,
|
3263 |
+
"early_stopping_threshold": 0.001
|
3264 |
+
},
|
3265 |
+
"attributes": {
|
3266 |
+
"early_stopping_patience_counter": 0
|
3267 |
+
}
|
3268 |
+
},
|
3269 |
+
"TrainerControl": {
|
3270 |
+
"args": {
|
3271 |
+
"should_epoch_stop": false,
|
3272 |
+
"should_evaluate": false,
|
3273 |
+
"should_log": false,
|
3274 |
+
"should_save": true,
|
3275 |
+
"should_training_stop": true
|
3276 |
+
},
|
3277 |
+
"attributes": {}
|
3278 |
+
}
|
3279 |
+
},
|
3280 |
+
"total_flos": 1.0733045580407808e+17,
|
3281 |
+
"train_batch_size": 8,
|
3282 |
+
"trial_name": null,
|
3283 |
+
"trial_params": null
|
3284 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9102610016ca6c2e94e5a432dca6e3560bc70a8cee9cd206437719ad130f70a2
|
3 |
+
size 5368
|