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Browse files- training_checkpoints/checkpoint-672/added_tokens.json +3 -0
- training_checkpoints/checkpoint-672/config.json +41 -0
- training_checkpoints/checkpoint-672/model.safetensors +3 -0
- training_checkpoints/checkpoint-672/optimizer.pt +3 -0
- training_checkpoints/checkpoint-672/rng_state.pth +3 -0
- training_checkpoints/checkpoint-672/scheduler.pt +3 -0
- training_checkpoints/checkpoint-672/special_tokens_map.json +13 -0
- training_checkpoints/checkpoint-672/tokenizer.json +0 -0
- training_checkpoints/checkpoint-672/tokenizer_config.json +65 -0
- training_checkpoints/checkpoint-672/trainer_state.json +94 -0
- training_checkpoints/checkpoint-672/training_args.bin +3 -0
- training_checkpoints/checkpoint-672/vocab.txt +0 -0
training_checkpoints/checkpoint-672/added_tokens.json
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"<pad>": 30522
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}
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training_checkpoints/checkpoint-672/config.json
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{
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"_name_or_path": "law-ai/InLegalBERT",
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"architectures": [
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"BertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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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": "positive",
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"1": "negative",
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"2": "neutral",
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"3": "rel_by_party"
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},
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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": 1,
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"neutral": 2,
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"positive": 0,
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"rel_by_party": 3
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"output_past": true,
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"pad_token_id": 30522,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.39.3",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30523
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}
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training_checkpoints/checkpoint-672/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:5e28818003d8154190b252b08125c091af8c8c6def2cf0686da2aa90ade38b39
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size 437967872
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training_checkpoints/checkpoint-672/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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size 876056826
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training_checkpoints/checkpoint-672/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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size 14244
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training_checkpoints/checkpoint-672/scheduler.pt
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size 1064
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training_checkpoints/checkpoint-672/special_tokens_map.json
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{
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"cls_token": "[CLS]",
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"mask_token": "[MASK]",
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"pad_token": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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}
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training_checkpoints/checkpoint-672/tokenizer.json
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training_checkpoints/checkpoint-672/tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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"content": "[PAD]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"100": {
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"content": "[UNK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"101": {
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"content": "[CLS]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"102": {
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"content": "[SEP]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"103": {
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"content": "[MASK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"30522": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"clean_up_tokenization_spaces": true,
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"cls_token": "[CLS]",
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"do_basic_tokenize": true,
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"do_lower_case": true,
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"mask_token": "[MASK]",
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"model_max_length": 512,
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"never_split": null,
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"pad_token": "<pad>",
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"sep_token": "[SEP]",
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"strip_accents": null,
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"tokenize_chinese_chars": true,
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"tokenizer_class": "BertTokenizer",
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"unk_token": "[UNK]"
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}
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training_checkpoints/checkpoint-672/trainer_state.json
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{
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"best_metric": 0.6362135046138226,
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| 3 |
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"best_model_checkpoint": "case-analysis-InLegalBERT/checkpoint-672",
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| 4 |
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"epoch": 3.0,
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| 5 |
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"eval_steps": 500,
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| 6 |
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"global_step": 672,
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| 7 |
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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| 9 |
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"is_world_process_zero": true,
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"log_history": [
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| 11 |
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{
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| 13 |
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"eval_accuracy": 0.8017817371937639,
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"eval_f1_macro": 0.5936102522033613,
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"eval_f1_micro": 0.8017817371937639,
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"eval_loss": 0.6545999050140381,
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"eval_macro_fpr": 0.09781883735656886,
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"eval_macro_sensitivity": 0.6106003826592061,
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"eval_macro_specificity": 0.9112420642353884,
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"eval_precision": 0.763240968439436,
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"eval_precision_macro": 0.5776616905319997,
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"eval_recall": 0.8017817371937639,
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"eval_recall_macro": 0.6106003826592061,
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"eval_runtime": 9.2925,
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"eval_samples_per_second": 48.318,
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| 27 |
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"eval_steps_per_second": 6.134,
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| 28 |
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"eval_weighted_fpr": 0.07613344739093242,
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"eval_weighted_sensitivity": 0.8017817371937639,
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| 30 |
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| 31 |
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"step": 224
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},
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{
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"epoch": 2.0,
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| 35 |
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"eval_accuracy": 0.8129175946547884,
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"step": 448
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},
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{
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"epoch": 2.23,
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"grad_norm": 6.910687446594238,
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"learning_rate": 4.6302083333333335e-05,
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"loss": 0.607,
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"step": 500
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| 61 |
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},
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| 62 |
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{
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| 63 |
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"epoch": 3.0,
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| 64 |
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"eval_accuracy": 0.8262806236080178,
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"eval_loss": 0.7626442909240723,
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"eval_macro_sensitivity": 0.6341414944356121,
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"eval_recall": 0.8262806236080178,
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"eval_recall_macro": 0.6341414944356121,
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"eval_runtime": 35.6726,
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"eval_samples_per_second": 12.587,
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"eval_steps_per_second": 1.598,
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"eval_weighted_fpr": 0.0654911838790932,
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"eval_weighted_sensitivity": 0.8262806236080178,
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| 82 |
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"step": 672
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| 83 |
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}
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| 84 |
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],
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| 85 |
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"logging_steps": 500,
|
| 86 |
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"max_steps": 6720,
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| 87 |
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"num_input_tokens_seen": 0,
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| 88 |
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"num_train_epochs": 30,
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| 89 |
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"save_steps": 500,
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| 90 |
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| 91 |
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"train_batch_size": 8,
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| 92 |
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"trial_name": null,
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| 93 |
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"trial_params": null
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}
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training_checkpoints/checkpoint-672/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:4168c8c84941deb81d05fe2d714c7e20c482e1e8b4900f8d6b307d6f8c3828dd
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size 4984
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training_checkpoints/checkpoint-672/vocab.txt
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