Training in progress, step 300, checkpoint
Browse files- last-checkpoint/config.json +80 -0
- last-checkpoint/model.safetensors +3 -0
- last-checkpoint/optimizer.pt +3 -0
- last-checkpoint/rng_state.pth +3 -0
- last-checkpoint/scaler.pt +3 -0
- last-checkpoint/scheduler.pt +3 -0
- last-checkpoint/tokenizer.json +0 -0
- last-checkpoint/tokenizer_config.json +17 -0
- last-checkpoint/trainer_state.json +99 -0
- last-checkpoint/training_args.bin +3 -0
last-checkpoint/config.json
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{
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"add_cross_attention": false,
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"architectures": [
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"BertForTokenClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": null,
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"classifier_dropout": null,
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"dtype": "float32",
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"eos_token_id": null,
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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": "O",
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"1": "B-NAME",
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"2": "I-NAME",
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"3": "B-LOCATION",
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"4": "I-LOCATION",
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"5": "B-PHONE",
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"6": "I-PHONE",
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"7": "B-DATE",
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"8": "I-DATE",
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"9": "B-MRN",
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"10": "I-MRN",
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"11": "B-ACCOUNT",
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"12": "I-ACCOUNT",
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"13": "B-AGE_OVER_89",
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"14": "I-AGE_OVER_89",
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"15": "B-DEVICE_ID",
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"16": "I-DEVICE_ID",
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"17": "B-SSN",
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"18": "I-SSN",
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"19": "B-URL",
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"20": "I-URL",
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"21": "B-EMAIL",
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"22": "I-EMAIL"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"is_decoder": false,
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"label2id": {
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"B-ACCOUNT": 11,
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"B-AGE_OVER_89": 13,
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"B-DATE": 7,
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"B-DEVICE_ID": 15,
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"B-EMAIL": 21,
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"B-LOCATION": 3,
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"B-MRN": 9,
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"B-NAME": 1,
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"B-PHONE": 5,
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"B-SSN": 17,
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"B-URL": 19,
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"I-ACCOUNT": 12,
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"I-AGE_OVER_89": 14,
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"I-DATE": 8,
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"I-DEVICE_ID": 16,
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"I-EMAIL": 22,
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"I-LOCATION": 4,
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"I-MRN": 10,
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"I-NAME": 2,
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"I-PHONE": 6,
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"I-SSN": 18,
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"I-URL": 20,
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"O": 0
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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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| 72 |
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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| 75 |
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"tie_word_embeddings": true,
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"transformers_version": "5.0.0",
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| 77 |
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"type_vocab_size": 2,
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| 78 |
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"use_cache": false,
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| 79 |
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"vocab_size": 28895
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}
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last-checkpoint/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:8e31b00698cee2a9dee15728665a73a6c90ea139b6ff2e3981d53eb0bd76c1ef
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size 430662508
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last-checkpoint/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:e8901965bf5279c852ae808501caad90052dfc1e2981dd69a6abdd6a05070a36
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size 861448011
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last-checkpoint/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:3172c1a2c3130bb382c34f26c615c36eeb088bcd8bac7b0d7bad7175a0d3e919
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size 14645
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last-checkpoint/scaler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:8eb20af9a67cacc2134af0708f7f2689e6b95e2643b54e2e14a6fbbbe00dff76
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size 1383
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last-checkpoint/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:f4380bf51e951f5d583b943aa4453fb9ee470e664114d767f1422bb8f8b7a903
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size 1465
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last-checkpoint/tokenizer.json
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last-checkpoint/tokenizer_config.json
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{
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"add_prefix_space": true,
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"backend": "tokenizers",
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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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"is_local": false,
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"mask_token": "[MASK]",
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"model_max_length": 1000000000000000019884624838656,
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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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last-checkpoint/trainer_state.json
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{
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"best_global_step": 300,
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| 3 |
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"best_metric": 0.5398743814236772,
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| 4 |
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"best_model_checkpoint": "/content/drive/MyDrive/my_works/Work/CSA/models/comparison/BioLinkBERT/checkpoints/checkpoint-300",
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| 5 |
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"epoch": 0.2019522046449007,
|
| 6 |
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"eval_steps": 300,
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| 7 |
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"global_step": 300,
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| 8 |
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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| 10 |
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"is_world_process_zero": true,
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| 11 |
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"log_history": [
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| 12 |
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{
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"grad_norm": 12.140490531921387,
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"learning_rate": 3.2885906040268462e-06,
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"loss": 6.203858032226562,
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"step": 50
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},
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{
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{
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"step": 150
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},
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{
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},
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{
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"step": 300
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},
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{
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"eval_f1_ACCOUNT": 0.79,
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"eval_f1_AGE_OVER_89": 0.14,
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"eval_f1_DEVICE_ID": 0.0,
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"eval_f1_LOCATION": 0.31,
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"eval_f1_MRN": 0.05,
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"eval_f1_NAME": 0.64,
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"eval_f1_SSN": 0.0,
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"eval_f1_URL": 0.0,
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"eval_f1_macro": 0.5398743814236772,
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}
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],
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last-checkpoint/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:7983d149fd180f5cada8e67ceb0bd2690282206234396b4a5d19e2a6d7438705
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size 5265
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