Upload folder using huggingface_hub
Browse files- README.md +36 -0
- checkpoint-9360/config.json +55 -0
- checkpoint-9360/model.safetensors +3 -0
- checkpoint-9360/optimizer.pt +3 -0
- checkpoint-9360/rng_state.pth +3 -0
- checkpoint-9360/scheduler.pt +3 -0
- checkpoint-9360/trainer_state.json +2714 -0
- checkpoint-9360/training_args.bin +3 -0
- config.json +55 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/Nov11_10-29-57_r-kafikani-autotrain-advanced-2-iz1ofkp6-94fef-9b4wz/events.out.tfevents.1731321001.r-kafikani-autotrain-advanced-2-iz1ofkp6-94fef-9b4wz.146.0 +2 -2
- runs/Nov11_10-29-57_r-kafikani-autotrain-advanced-2-iz1ofkp6-94fef-9b4wz/events.out.tfevents.1731964149.r-kafikani-autotrain-advanced-2-iz1ofkp6-94fef-9b4wz.146.1 +3 -0
- special_tokens_map.json +15 -0
- tokenizer.json +0 -0
- tokenizer_config.json +57 -0
- training_args.bin +3 -0
- training_params.json +30 -0
- vocab.json +0 -0
README.md
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---
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tags:
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- autotrain
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- text-classification
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base_model: allenai/longformer-base-4096
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widget:
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- text: "I love AutoTrain"
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---
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# Model Trained Using AutoTrain
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- Problem type: Text Classification
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## Validation Metrics
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loss: 1.0986850261688232
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f1_macro: 0.16666666666666666
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f1_micro: 0.3333333333333333
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f1_weighted: 0.16666666666666666
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precision_macro: 0.1111111111111111
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precision_micro: 0.3333333333333333
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precision_weighted: 0.1111111111111111
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recall_macro: 0.3333333333333333
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recall_micro: 0.3333333333333333
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recall_weighted: 0.3333333333333333
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accuracy: 0.3333333333333333
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checkpoint-9360/config.json
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{
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"_name_or_path": "allenai/longformer-base-4096",
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"_num_labels": 3,
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"architectures": [
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"LongformerForSequenceClassification"
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],
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"attention_mode": "longformer",
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"attention_probs_dropout_prob": 0.1,
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"attention_window": [
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512,
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512,
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512,
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512,
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512,
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512,
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512,
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512,
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512,
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512,
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512,
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512
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],
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"bos_token_id": 0,
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"eos_token_id": 2,
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "negative",
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"1": "neutral",
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"2": "positive"
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},
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"ignore_attention_mask": false,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"negative": 0,
|
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"neutral": 1,
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"positive": 2
|
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 4098,
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"model_type": "longformer",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"onnx_export": false,
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"pad_token_id": 1,
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"problem_type": "single_label_classification",
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"sep_token_id": 2,
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"torch_dtype": "float32",
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"transformers_version": "4.46.2",
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"type_vocab_size": 1,
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"vocab_size": 50265
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}
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checkpoint-9360/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:bc18e806f34592b583e45db50ba2aa5982e9c1b7f599857ceae4def227334747
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size 594681260
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checkpoint-9360/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:e6028b1c652f6ed6b7a981140ac078674ad0a4a4d6f29a02f9f7bede464d1b4d
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size 1189514810
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checkpoint-9360/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:f9831b595be9fae244eb0e6b20f6405cc54c15e1119cbf0fefa64a3261ef4b20
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size 13990
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checkpoint-9360/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:54981e7e10dec68b1e0f291f9711f08e8a83ecff3509a3a468ab073c031b292f
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size 1064
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checkpoint-9360/trainer_state.json
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1 |
+
{
|
2 |
+
"data_path": "longfomer5balanced/autotrain-data",
|
3 |
+
"model": "allenai/longformer-base-4096",
|
4 |
+
"lr": 5e-05,
|
5 |
+
"epochs": 3,
|
6 |
+
"max_seq_length": 4096,
|
7 |
+
"batch_size": 1,
|
8 |
+
"warmup_ratio": 0.1,
|
9 |
+
"gradient_accumulation": 1,
|
10 |
+
"optimizer": "adamw_torch",
|
11 |
+
"scheduler": "linear",
|
12 |
+
"weight_decay": 0.0,
|
13 |
+
"max_grad_norm": 1.0,
|
14 |
+
"seed": 42,
|
15 |
+
"train_split": "train",
|
16 |
+
"valid_split": "validation",
|
17 |
+
"text_column": "autotrain_text",
|
18 |
+
"target_column": "autotrain_label",
|
19 |
+
"logging_steps": -1,
|
20 |
+
"project_name": "longfomer5balanced",
|
21 |
+
"auto_find_batch_size": false,
|
22 |
+
"mixed_precision": "fp16",
|
23 |
+
"save_total_limit": 1,
|
24 |
+
"push_to_hub": true,
|
25 |
+
"eval_strategy": "epoch",
|
26 |
+
"username": "kafikani",
|
27 |
+
"log": "tensorboard",
|
28 |
+
"early_stopping_patience": 5,
|
29 |
+
"early_stopping_threshold": 0.01
|
30 |
+
}
|
vocab.json
ADDED
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