azliza794 commited on
Commit
406a9ed
·
verified ·
1 Parent(s): 6ea7748

Training in progress, epoch 5

Browse files
Files changed (46) hide show
  1. model.safetensors +1 -1
  2. run-6/checkpoint-1070/config.json +25 -0
  3. run-6/checkpoint-1070/model.safetensors +3 -0
  4. run-6/checkpoint-1070/optimizer.pt +3 -0
  5. run-6/checkpoint-1070/rng_state.pth +3 -0
  6. run-6/checkpoint-1070/scheduler.pt +3 -0
  7. run-6/checkpoint-1070/special_tokens_map.json +7 -0
  8. run-6/checkpoint-1070/tokenizer.json +0 -0
  9. run-6/checkpoint-1070/tokenizer_config.json +55 -0
  10. run-6/checkpoint-1070/trainer_state.json +70 -0
  11. run-6/checkpoint-1070/training_args.bin +3 -0
  12. run-6/checkpoint-1070/vocab.txt +0 -0
  13. run-6/checkpoint-1605/config.json +25 -0
  14. run-6/checkpoint-1605/model.safetensors +3 -0
  15. run-6/checkpoint-1605/optimizer.pt +3 -0
  16. run-6/checkpoint-1605/rng_state.pth +3 -0
  17. run-6/checkpoint-1605/scheduler.pt +3 -0
  18. run-6/checkpoint-1605/special_tokens_map.json +7 -0
  19. run-6/checkpoint-1605/tokenizer.json +0 -0
  20. run-6/checkpoint-1605/tokenizer_config.json +55 -0
  21. run-6/checkpoint-1605/trainer_state.json +86 -0
  22. run-6/checkpoint-1605/training_args.bin +3 -0
  23. run-6/checkpoint-1605/vocab.txt +0 -0
  24. run-6/checkpoint-2140/config.json +25 -0
  25. run-6/checkpoint-2140/model.safetensors +3 -0
  26. run-6/checkpoint-2140/optimizer.pt +3 -0
  27. run-6/checkpoint-2140/rng_state.pth +3 -0
  28. run-6/checkpoint-2140/scheduler.pt +3 -0
  29. run-6/checkpoint-2140/special_tokens_map.json +7 -0
  30. run-6/checkpoint-2140/tokenizer.json +0 -0
  31. run-6/checkpoint-2140/tokenizer_config.json +55 -0
  32. run-6/checkpoint-2140/trainer_state.json +102 -0
  33. run-6/checkpoint-2140/training_args.bin +3 -0
  34. run-6/checkpoint-2140/vocab.txt +0 -0
  35. run-6/checkpoint-2675/config.json +25 -0
  36. run-6/checkpoint-2675/model.safetensors +3 -0
  37. run-6/checkpoint-2675/optimizer.pt +3 -0
  38. run-6/checkpoint-2675/rng_state.pth +3 -0
  39. run-6/checkpoint-2675/scheduler.pt +3 -0
  40. run-6/checkpoint-2675/special_tokens_map.json +7 -0
  41. run-6/checkpoint-2675/tokenizer.json +0 -0
  42. run-6/checkpoint-2675/tokenizer_config.json +55 -0
  43. run-6/checkpoint-2675/trainer_state.json +118 -0
  44. run-6/checkpoint-2675/training_args.bin +3 -0
  45. run-6/checkpoint-2675/vocab.txt +0 -0
  46. runs/Oct02_05-18-55_0fd1839bafe2/events.out.tfevents.1727848503.0fd1839bafe2.228.8 +2 -2
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e0cdd0af875626d3496bb082790ac5c76fd691e06315cb4505cebe6e2ecb65d7
3
  size 267832560
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:554ad4273df72d1b50153faa8df78d3999bf3edd62772fbab80fef4d28b54a32
3
  size 267832560
run-6/checkpoint-1070/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "distilbert-base-uncased",
3
+ "activation": "gelu",
4
+ "architectures": [
5
+ "DistilBertForSequenceClassification"
6
+ ],
7
+ "attention_dropout": 0.1,
8
+ "dim": 768,
9
+ "dropout": 0.1,
10
+ "hidden_dim": 3072,
11
+ "initializer_range": 0.02,
12
+ "max_position_embeddings": 512,
13
+ "model_type": "distilbert",
14
+ "n_heads": 12,
15
+ "n_layers": 6,
16
+ "pad_token_id": 0,
17
+ "problem_type": "single_label_classification",
18
+ "qa_dropout": 0.1,
19
+ "seq_classif_dropout": 0.2,
20
+ "sinusoidal_pos_embds": false,
21
+ "tie_weights_": true,
22
+ "torch_dtype": "float32",
23
+ "transformers_version": "4.45.1",
24
+ "vocab_size": 30522
25
+ }
run-6/checkpoint-1070/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fc616171333e2ada2b809f891efc9cfaa66bd67f1bc9b0a29135318b6a0f73aa
3
+ size 267832560
run-6/checkpoint-1070/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4ccfb36ae4f0cc72d67d89125bb139dbc7ff77826a80d013520b8fcd708dc482
3
+ size 535727290
run-6/checkpoint-1070/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8933c7a8628eb86ba73fde23c3294603d45d0ccc6afbf52bebe8d2594bc9a6ec
3
+ size 14180
run-6/checkpoint-1070/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:91f6a238ba8dc2174fe25880c5c7c36b1fc6f9f76a7b6b66ab73a9750a1bbf52
3
+ size 1064
run-6/checkpoint-1070/special_tokens_map.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "mask_token": "[MASK]",
4
+ "pad_token": "[PAD]",
5
+ "sep_token": "[SEP]",
6
+ "unk_token": "[UNK]"
7
+ }
run-6/checkpoint-1070/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-6/checkpoint-1070/tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "[PAD]",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "100": {
12
+ "content": "[UNK]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "101": {
20
+ "content": "[CLS]",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "102": {
28
+ "content": "[SEP]",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "103": {
36
+ "content": "[MASK]",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "clean_up_tokenization_spaces": false,
45
+ "cls_token": "[CLS]",
46
+ "do_lower_case": true,
47
+ "mask_token": "[MASK]",
48
+ "model_max_length": 512,
49
+ "pad_token": "[PAD]",
50
+ "sep_token": "[SEP]",
51
+ "strip_accents": null,
52
+ "tokenize_chinese_chars": true,
53
+ "tokenizer_class": "DistilBertTokenizer",
54
+ "unk_token": "[UNK]"
55
+ }
run-6/checkpoint-1070/trainer_state.json ADDED
@@ -0,0 +1,70 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.5324104093270398,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-6/checkpoint-1070",
4
+ "epoch": 2.0,
5
+ "eval_steps": 500,
6
+ "global_step": 1070,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.9345794392523364,
13
+ "grad_norm": 4.85833215713501,
14
+ "learning_rate": 3.693802167824332e-05,
15
+ "loss": 0.5213,
16
+ "step": 500
17
+ },
18
+ {
19
+ "epoch": 1.0,
20
+ "eval_loss": 0.48894789814949036,
21
+ "eval_matthews_correlation": 0.41310412373921845,
22
+ "eval_runtime": 0.7397,
23
+ "eval_samples_per_second": 1410.045,
24
+ "eval_steps_per_second": 89.226,
25
+ "step": 535
26
+ },
27
+ {
28
+ "epoch": 1.8691588785046729,
29
+ "grad_norm": 12.77253532409668,
30
+ "learning_rate": 2.844652244186554e-05,
31
+ "loss": 0.3193,
32
+ "step": 1000
33
+ },
34
+ {
35
+ "epoch": 2.0,
36
+ "eval_loss": 0.5021252036094666,
37
+ "eval_matthews_correlation": 0.5324104093270398,
38
+ "eval_runtime": 0.835,
39
+ "eval_samples_per_second": 1249.081,
40
+ "eval_steps_per_second": 79.041,
41
+ "step": 1070
42
+ }
43
+ ],
44
+ "logging_steps": 500,
45
+ "max_steps": 2675,
46
+ "num_input_tokens_seen": 0,
47
+ "num_train_epochs": 5,
48
+ "save_steps": 500,
49
+ "stateful_callbacks": {
50
+ "TrainerControl": {
51
+ "args": {
52
+ "should_epoch_stop": false,
53
+ "should_evaluate": false,
54
+ "should_log": false,
55
+ "should_save": true,
56
+ "should_training_stop": false
57
+ },
58
+ "attributes": {}
59
+ }
60
+ },
61
+ "total_flos": 90595540587468.0,
62
+ "train_batch_size": 16,
63
+ "trial_name": null,
64
+ "trial_params": {
65
+ "learning_rate": 4.542952091462109e-05,
66
+ "num_train_epochs": 5,
67
+ "per_device_train_batch_size": 16,
68
+ "seed": 10
69
+ }
70
+ }
run-6/checkpoint-1070/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f3725dffbe4e652fc6d238c39cd8917882b7d3f1059d60294bb324af43692dbc
3
+ size 5304
run-6/checkpoint-1070/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-6/checkpoint-1605/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "distilbert-base-uncased",
3
+ "activation": "gelu",
4
+ "architectures": [
5
+ "DistilBertForSequenceClassification"
6
+ ],
7
+ "attention_dropout": 0.1,
8
+ "dim": 768,
9
+ "dropout": 0.1,
10
+ "hidden_dim": 3072,
11
+ "initializer_range": 0.02,
12
+ "max_position_embeddings": 512,
13
+ "model_type": "distilbert",
14
+ "n_heads": 12,
15
+ "n_layers": 6,
16
+ "pad_token_id": 0,
17
+ "problem_type": "single_label_classification",
18
+ "qa_dropout": 0.1,
19
+ "seq_classif_dropout": 0.2,
20
+ "sinusoidal_pos_embds": false,
21
+ "tie_weights_": true,
22
+ "torch_dtype": "float32",
23
+ "transformers_version": "4.45.1",
24
+ "vocab_size": 30522
25
+ }
run-6/checkpoint-1605/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fb4555dea7090c31444db87cc8d628d083aacb6e56a85b64df6af3cc0e5a185e
3
+ size 267832560
run-6/checkpoint-1605/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:430451db3354c52baafac97fb0c4393bdbf004e3ccc08d44aac06295ed2e173f
3
+ size 535727290
run-6/checkpoint-1605/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4d01d7b53976e4bed3d4a32a8bb0728877e6a95928a05274d754f7a184877684
3
+ size 14180
run-6/checkpoint-1605/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b99256f69a986cf16c6806bfb211f7061569f0122cef450927165c3791b933a2
3
+ size 1064
run-6/checkpoint-1605/special_tokens_map.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "mask_token": "[MASK]",
4
+ "pad_token": "[PAD]",
5
+ "sep_token": "[SEP]",
6
+ "unk_token": "[UNK]"
7
+ }
run-6/checkpoint-1605/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-6/checkpoint-1605/tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "[PAD]",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "100": {
12
+ "content": "[UNK]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "101": {
20
+ "content": "[CLS]",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "102": {
28
+ "content": "[SEP]",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "103": {
36
+ "content": "[MASK]",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "clean_up_tokenization_spaces": false,
45
+ "cls_token": "[CLS]",
46
+ "do_lower_case": true,
47
+ "mask_token": "[MASK]",
48
+ "model_max_length": 512,
49
+ "pad_token": "[PAD]",
50
+ "sep_token": "[SEP]",
51
+ "strip_accents": null,
52
+ "tokenize_chinese_chars": true,
53
+ "tokenizer_class": "DistilBertTokenizer",
54
+ "unk_token": "[UNK]"
55
+ }
run-6/checkpoint-1605/trainer_state.json ADDED
@@ -0,0 +1,86 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.5324104093270398,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-6/checkpoint-1070",
4
+ "epoch": 3.0,
5
+ "eval_steps": 500,
6
+ "global_step": 1605,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.9345794392523364,
13
+ "grad_norm": 4.85833215713501,
14
+ "learning_rate": 3.693802167824332e-05,
15
+ "loss": 0.5213,
16
+ "step": 500
17
+ },
18
+ {
19
+ "epoch": 1.0,
20
+ "eval_loss": 0.48894789814949036,
21
+ "eval_matthews_correlation": 0.41310412373921845,
22
+ "eval_runtime": 0.7397,
23
+ "eval_samples_per_second": 1410.045,
24
+ "eval_steps_per_second": 89.226,
25
+ "step": 535
26
+ },
27
+ {
28
+ "epoch": 1.8691588785046729,
29
+ "grad_norm": 12.77253532409668,
30
+ "learning_rate": 2.844652244186554e-05,
31
+ "loss": 0.3193,
32
+ "step": 1000
33
+ },
34
+ {
35
+ "epoch": 2.0,
36
+ "eval_loss": 0.5021252036094666,
37
+ "eval_matthews_correlation": 0.5324104093270398,
38
+ "eval_runtime": 0.835,
39
+ "eval_samples_per_second": 1249.081,
40
+ "eval_steps_per_second": 79.041,
41
+ "step": 1070
42
+ },
43
+ {
44
+ "epoch": 2.803738317757009,
45
+ "grad_norm": 0.39278796315193176,
46
+ "learning_rate": 1.9955023205487768e-05,
47
+ "loss": 0.219,
48
+ "step": 1500
49
+ },
50
+ {
51
+ "epoch": 3.0,
52
+ "eval_loss": 0.808618426322937,
53
+ "eval_matthews_correlation": 0.5035428557399136,
54
+ "eval_runtime": 0.8341,
55
+ "eval_samples_per_second": 1250.464,
56
+ "eval_steps_per_second": 79.128,
57
+ "step": 1605
58
+ }
59
+ ],
60
+ "logging_steps": 500,
61
+ "max_steps": 2675,
62
+ "num_input_tokens_seen": 0,
63
+ "num_train_epochs": 5,
64
+ "save_steps": 500,
65
+ "stateful_callbacks": {
66
+ "TrainerControl": {
67
+ "args": {
68
+ "should_epoch_stop": false,
69
+ "should_evaluate": false,
70
+ "should_log": false,
71
+ "should_save": true,
72
+ "should_training_stop": false
73
+ },
74
+ "attributes": {}
75
+ }
76
+ },
77
+ "total_flos": 133840454290116.0,
78
+ "train_batch_size": 16,
79
+ "trial_name": null,
80
+ "trial_params": {
81
+ "learning_rate": 4.542952091462109e-05,
82
+ "num_train_epochs": 5,
83
+ "per_device_train_batch_size": 16,
84
+ "seed": 10
85
+ }
86
+ }
run-6/checkpoint-1605/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f3725dffbe4e652fc6d238c39cd8917882b7d3f1059d60294bb324af43692dbc
3
+ size 5304
run-6/checkpoint-1605/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-6/checkpoint-2140/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "distilbert-base-uncased",
3
+ "activation": "gelu",
4
+ "architectures": [
5
+ "DistilBertForSequenceClassification"
6
+ ],
7
+ "attention_dropout": 0.1,
8
+ "dim": 768,
9
+ "dropout": 0.1,
10
+ "hidden_dim": 3072,
11
+ "initializer_range": 0.02,
12
+ "max_position_embeddings": 512,
13
+ "model_type": "distilbert",
14
+ "n_heads": 12,
15
+ "n_layers": 6,
16
+ "pad_token_id": 0,
17
+ "problem_type": "single_label_classification",
18
+ "qa_dropout": 0.1,
19
+ "seq_classif_dropout": 0.2,
20
+ "sinusoidal_pos_embds": false,
21
+ "tie_weights_": true,
22
+ "torch_dtype": "float32",
23
+ "transformers_version": "4.45.1",
24
+ "vocab_size": 30522
25
+ }
run-6/checkpoint-2140/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dd627bd07826dfab70aef5000f5f15540717e74d59ef2449010a250297af65bc
3
+ size 267832560
run-6/checkpoint-2140/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c40fcbf70d9f5dd736931840744e294bdf6c214ce030eebf347fb9d689f738c1
3
+ size 535727290
run-6/checkpoint-2140/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:100272c808987747e369f215dfc43490204cfa59dd210ebb989e228c9fe4a856
3
+ size 14180
run-6/checkpoint-2140/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:041e954fc294d1a62f234ed87ceeb3a776bca33f8f22bd6cdb2f3ad276686366
3
+ size 1064
run-6/checkpoint-2140/special_tokens_map.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "mask_token": "[MASK]",
4
+ "pad_token": "[PAD]",
5
+ "sep_token": "[SEP]",
6
+ "unk_token": "[UNK]"
7
+ }
run-6/checkpoint-2140/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-6/checkpoint-2140/tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "[PAD]",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "100": {
12
+ "content": "[UNK]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "101": {
20
+ "content": "[CLS]",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "102": {
28
+ "content": "[SEP]",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "103": {
36
+ "content": "[MASK]",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "clean_up_tokenization_spaces": false,
45
+ "cls_token": "[CLS]",
46
+ "do_lower_case": true,
47
+ "mask_token": "[MASK]",
48
+ "model_max_length": 512,
49
+ "pad_token": "[PAD]",
50
+ "sep_token": "[SEP]",
51
+ "strip_accents": null,
52
+ "tokenize_chinese_chars": true,
53
+ "tokenizer_class": "DistilBertTokenizer",
54
+ "unk_token": "[UNK]"
55
+ }
run-6/checkpoint-2140/trainer_state.json ADDED
@@ -0,0 +1,102 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.5353626178321323,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-6/checkpoint-2140",
4
+ "epoch": 4.0,
5
+ "eval_steps": 500,
6
+ "global_step": 2140,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.9345794392523364,
13
+ "grad_norm": 4.85833215713501,
14
+ "learning_rate": 3.693802167824332e-05,
15
+ "loss": 0.5213,
16
+ "step": 500
17
+ },
18
+ {
19
+ "epoch": 1.0,
20
+ "eval_loss": 0.48894789814949036,
21
+ "eval_matthews_correlation": 0.41310412373921845,
22
+ "eval_runtime": 0.7397,
23
+ "eval_samples_per_second": 1410.045,
24
+ "eval_steps_per_second": 89.226,
25
+ "step": 535
26
+ },
27
+ {
28
+ "epoch": 1.8691588785046729,
29
+ "grad_norm": 12.77253532409668,
30
+ "learning_rate": 2.844652244186554e-05,
31
+ "loss": 0.3193,
32
+ "step": 1000
33
+ },
34
+ {
35
+ "epoch": 2.0,
36
+ "eval_loss": 0.5021252036094666,
37
+ "eval_matthews_correlation": 0.5324104093270398,
38
+ "eval_runtime": 0.835,
39
+ "eval_samples_per_second": 1249.081,
40
+ "eval_steps_per_second": 79.041,
41
+ "step": 1070
42
+ },
43
+ {
44
+ "epoch": 2.803738317757009,
45
+ "grad_norm": 0.39278796315193176,
46
+ "learning_rate": 1.9955023205487768e-05,
47
+ "loss": 0.219,
48
+ "step": 1500
49
+ },
50
+ {
51
+ "epoch": 3.0,
52
+ "eval_loss": 0.808618426322937,
53
+ "eval_matthews_correlation": 0.5035428557399136,
54
+ "eval_runtime": 0.8341,
55
+ "eval_samples_per_second": 1250.464,
56
+ "eval_steps_per_second": 79.128,
57
+ "step": 1605
58
+ },
59
+ {
60
+ "epoch": 3.7383177570093458,
61
+ "grad_norm": 38.36227035522461,
62
+ "learning_rate": 1.1463523969109994e-05,
63
+ "loss": 0.1254,
64
+ "step": 2000
65
+ },
66
+ {
67
+ "epoch": 4.0,
68
+ "eval_loss": 0.8212687969207764,
69
+ "eval_matthews_correlation": 0.5353626178321323,
70
+ "eval_runtime": 0.808,
71
+ "eval_samples_per_second": 1290.873,
72
+ "eval_steps_per_second": 81.685,
73
+ "step": 2140
74
+ }
75
+ ],
76
+ "logging_steps": 500,
77
+ "max_steps": 2675,
78
+ "num_input_tokens_seen": 0,
79
+ "num_train_epochs": 5,
80
+ "save_steps": 500,
81
+ "stateful_callbacks": {
82
+ "TrainerControl": {
83
+ "args": {
84
+ "should_epoch_stop": false,
85
+ "should_evaluate": false,
86
+ "should_log": false,
87
+ "should_save": true,
88
+ "should_training_stop": false
89
+ },
90
+ "attributes": {}
91
+ }
92
+ },
93
+ "total_flos": 176447609911344.0,
94
+ "train_batch_size": 16,
95
+ "trial_name": null,
96
+ "trial_params": {
97
+ "learning_rate": 4.542952091462109e-05,
98
+ "num_train_epochs": 5,
99
+ "per_device_train_batch_size": 16,
100
+ "seed": 10
101
+ }
102
+ }
run-6/checkpoint-2140/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f3725dffbe4e652fc6d238c39cd8917882b7d3f1059d60294bb324af43692dbc
3
+ size 5304
run-6/checkpoint-2140/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-6/checkpoint-2675/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "distilbert-base-uncased",
3
+ "activation": "gelu",
4
+ "architectures": [
5
+ "DistilBertForSequenceClassification"
6
+ ],
7
+ "attention_dropout": 0.1,
8
+ "dim": 768,
9
+ "dropout": 0.1,
10
+ "hidden_dim": 3072,
11
+ "initializer_range": 0.02,
12
+ "max_position_embeddings": 512,
13
+ "model_type": "distilbert",
14
+ "n_heads": 12,
15
+ "n_layers": 6,
16
+ "pad_token_id": 0,
17
+ "problem_type": "single_label_classification",
18
+ "qa_dropout": 0.1,
19
+ "seq_classif_dropout": 0.2,
20
+ "sinusoidal_pos_embds": false,
21
+ "tie_weights_": true,
22
+ "torch_dtype": "float32",
23
+ "transformers_version": "4.45.1",
24
+ "vocab_size": 30522
25
+ }
run-6/checkpoint-2675/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:554ad4273df72d1b50153faa8df78d3999bf3edd62772fbab80fef4d28b54a32
3
+ size 267832560
run-6/checkpoint-2675/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:195161d46b1a09f11a6db1368aeb47efeae3c98cce8ebc297903f68322db564f
3
+ size 535727290
run-6/checkpoint-2675/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8f619e6e9bfa1fbd13c8f4f80abd766bb910adb196ae28ddc5a9cec493f3b9a8
3
+ size 14180
run-6/checkpoint-2675/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3719f5408f5fab5c513b4b9a28fce1b4ceb0f1af0382af76849cf156b1c9e032
3
+ size 1064
run-6/checkpoint-2675/special_tokens_map.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "mask_token": "[MASK]",
4
+ "pad_token": "[PAD]",
5
+ "sep_token": "[SEP]",
6
+ "unk_token": "[UNK]"
7
+ }
run-6/checkpoint-2675/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-6/checkpoint-2675/tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "[PAD]",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "100": {
12
+ "content": "[UNK]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "101": {
20
+ "content": "[CLS]",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "102": {
28
+ "content": "[SEP]",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "103": {
36
+ "content": "[MASK]",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "clean_up_tokenization_spaces": false,
45
+ "cls_token": "[CLS]",
46
+ "do_lower_case": true,
47
+ "mask_token": "[MASK]",
48
+ "model_max_length": 512,
49
+ "pad_token": "[PAD]",
50
+ "sep_token": "[SEP]",
51
+ "strip_accents": null,
52
+ "tokenize_chinese_chars": true,
53
+ "tokenizer_class": "DistilBertTokenizer",
54
+ "unk_token": "[UNK]"
55
+ }
run-6/checkpoint-2675/trainer_state.json ADDED
@@ -0,0 +1,118 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.5353626178321323,
3
+ "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-6/checkpoint-2140",
4
+ "epoch": 5.0,
5
+ "eval_steps": 500,
6
+ "global_step": 2675,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.9345794392523364,
13
+ "grad_norm": 4.85833215713501,
14
+ "learning_rate": 3.693802167824332e-05,
15
+ "loss": 0.5213,
16
+ "step": 500
17
+ },
18
+ {
19
+ "epoch": 1.0,
20
+ "eval_loss": 0.48894789814949036,
21
+ "eval_matthews_correlation": 0.41310412373921845,
22
+ "eval_runtime": 0.7397,
23
+ "eval_samples_per_second": 1410.045,
24
+ "eval_steps_per_second": 89.226,
25
+ "step": 535
26
+ },
27
+ {
28
+ "epoch": 1.8691588785046729,
29
+ "grad_norm": 12.77253532409668,
30
+ "learning_rate": 2.844652244186554e-05,
31
+ "loss": 0.3193,
32
+ "step": 1000
33
+ },
34
+ {
35
+ "epoch": 2.0,
36
+ "eval_loss": 0.5021252036094666,
37
+ "eval_matthews_correlation": 0.5324104093270398,
38
+ "eval_runtime": 0.835,
39
+ "eval_samples_per_second": 1249.081,
40
+ "eval_steps_per_second": 79.041,
41
+ "step": 1070
42
+ },
43
+ {
44
+ "epoch": 2.803738317757009,
45
+ "grad_norm": 0.39278796315193176,
46
+ "learning_rate": 1.9955023205487768e-05,
47
+ "loss": 0.219,
48
+ "step": 1500
49
+ },
50
+ {
51
+ "epoch": 3.0,
52
+ "eval_loss": 0.808618426322937,
53
+ "eval_matthews_correlation": 0.5035428557399136,
54
+ "eval_runtime": 0.8341,
55
+ "eval_samples_per_second": 1250.464,
56
+ "eval_steps_per_second": 79.128,
57
+ "step": 1605
58
+ },
59
+ {
60
+ "epoch": 3.7383177570093458,
61
+ "grad_norm": 38.36227035522461,
62
+ "learning_rate": 1.1463523969109994e-05,
63
+ "loss": 0.1254,
64
+ "step": 2000
65
+ },
66
+ {
67
+ "epoch": 4.0,
68
+ "eval_loss": 0.8212687969207764,
69
+ "eval_matthews_correlation": 0.5353626178321323,
70
+ "eval_runtime": 0.808,
71
+ "eval_samples_per_second": 1290.873,
72
+ "eval_steps_per_second": 81.685,
73
+ "step": 2140
74
+ },
75
+ {
76
+ "epoch": 4.672897196261682,
77
+ "grad_norm": 0.10120061784982681,
78
+ "learning_rate": 2.9720247327322206e-06,
79
+ "loss": 0.0886,
80
+ "step": 2500
81
+ },
82
+ {
83
+ "epoch": 5.0,
84
+ "eval_loss": 0.9762260317802429,
85
+ "eval_matthews_correlation": 0.5203121591830998,
86
+ "eval_runtime": 0.895,
87
+ "eval_samples_per_second": 1165.369,
88
+ "eval_steps_per_second": 73.743,
89
+ "step": 2675
90
+ }
91
+ ],
92
+ "logging_steps": 500,
93
+ "max_steps": 2675,
94
+ "num_input_tokens_seen": 0,
95
+ "num_train_epochs": 5,
96
+ "save_steps": 500,
97
+ "stateful_callbacks": {
98
+ "TrainerControl": {
99
+ "args": {
100
+ "should_epoch_stop": false,
101
+ "should_evaluate": false,
102
+ "should_log": false,
103
+ "should_save": true,
104
+ "should_training_stop": true
105
+ },
106
+ "attributes": {}
107
+ }
108
+ },
109
+ "total_flos": 219123327760392.0,
110
+ "train_batch_size": 16,
111
+ "trial_name": null,
112
+ "trial_params": {
113
+ "learning_rate": 4.542952091462109e-05,
114
+ "num_train_epochs": 5,
115
+ "per_device_train_batch_size": 16,
116
+ "seed": 10
117
+ }
118
+ }
run-6/checkpoint-2675/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f3725dffbe4e652fc6d238c39cd8917882b7d3f1059d60294bb324af43692dbc
3
+ size 5304
run-6/checkpoint-2675/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
runs/Oct02_05-18-55_0fd1839bafe2/events.out.tfevents.1727848503.0fd1839bafe2.228.8 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e47dc43881ae8006d966a14db29ad8b27d2e30c97f32225aa7c4f9eb586792a7
3
- size 7110
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:19097ba8be6e5024c5169b7a4e32f1608caf943688108cef0f074f132ab2df17
3
+ size 8010