Upload 11 files
Browse files- config.json +35 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- trainer_state.json +64 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract",
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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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"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",
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"2": "I"
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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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"B": "1",
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"I": "2",
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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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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.9.0",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30522
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}
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a97c7e990e095dfeb687fc5cbb54298ea3f7e906adcf56628d2cd165be0dcb7c
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size 871267045
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:9be83d00ead645587088fa8bd37634f4f21f955d7bfc6e95ced3835772974fc8
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size 435659249
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:b37792fab7334e28bc7b9709d2a4e4f6a5c1b2f530d03c83ab853effd8330c4d
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size 14503
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:e2cb71d5c85e1a53f13a75b22ce8c2ea93c9cde6de5d91272ee8a1c8b495d41e
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size 623
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special_tokens_map.json
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{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
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tokenizer.json
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tokenizer_config.json
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{"do_lower_case": true, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "special_tokens_map_file": null, "name_or_path": "microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract", "do_basic_tokenize": true, "never_split": null, "tokenizer_class": "BertTokenizer"}
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trainer_state.json
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{
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"best_metric": 7.571461901534349e-05,
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"best_model_checkpoint": "data/models/variant/final/checkpoint-1341",
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"epoch": 3.0,
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"global_step": 1341,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 1.0,
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"eval_accuracy": 1.0,
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"eval_f1": 0.0,
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"eval_loss": 0.003437989391386509,
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"eval_precision": 0.0,
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"eval_recall": 0.0,
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"eval_runtime": 1.0426,
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"eval_samples_per_second": 0.959,
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"eval_steps_per_second": 0.959,
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"step": 447
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},
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{
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"epoch": 1.12,
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"learning_rate": 3.17327140606411e-05,
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"loss": 0.2616,
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"step": 500
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 1.0,
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"eval_f1": 0.0,
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"eval_loss": 0.0002594970865175128,
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"eval_precision": 0.0,
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"eval_recall": 0.0,
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"eval_runtime": 1.23,
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"eval_samples_per_second": 0.813,
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"eval_steps_per_second": 0.813,
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"step": 894
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},
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{
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"epoch": 2.24,
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"learning_rate": 1.2866653382495381e-05,
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"loss": 0.1202,
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"step": 1000
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 1.0,
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"eval_f1": 0.0,
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"eval_loss": 7.571461901534349e-05,
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"eval_precision": 0.0,
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"eval_recall": 0.0,
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"eval_runtime": 1.073,
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"eval_samples_per_second": 0.932,
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"eval_steps_per_second": 0.932,
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"step": 1341
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}
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],
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"max_steps": 1341,
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"num_train_epochs": 3,
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"total_flos": 1399256782801920.0,
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"trial_name": null,
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"trial_params": null
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:2b19ea8c77cbbb6c7f9a8aaa38195560d00f575c22c2ae384209c9da73743ed0
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size 2671
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vocab.txt
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