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 +52 -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 sha256:693a9cdf1f39d5be17b784c392dac0f5c731942b5053fb98c6011e128e0097ea
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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 sha256:689b3c4c7050ce920aea7b502de5e13f778bf760cf016ac3798133489732208a
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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 sha256:5e244fb1edcd3f60e426f913f85f6cd71f7b52d1897f290f8d181b3596855e5a
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size 17563
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:03ccb6f50dabab86c08404cacb3c0c74b424ea7b4370a1d5fca9f3bb1bdd23a7
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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": 0.034447334706783295,
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"best_model_checkpoint": "data/models/disease/final/checkpoint-2370",
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"epoch": 1.0,
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"global_step": 2370,
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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": 0.21,
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"learning_rate": 7.528130801687764e-05,
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"loss": 0.0918,
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"step": 500
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},
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{
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"epoch": 0.42,
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"learning_rate": 5.5152616033755274e-05,
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"loss": 0.0641,
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"step": 1000
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},
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{
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"epoch": 0.63,
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"learning_rate": 3.502392405063291e-05,
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"loss": 0.0584,
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"step": 1500
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},
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{
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"epoch": 0.84,
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"learning_rate": 1.4895232067510549e-05,
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"loss": 0.0509,
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"step": 2000
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},
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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": 1.0,
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"eval_loss": 0.034447334706783295,
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"eval_precision": 1.0,
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"eval_recall": 1.0,
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"eval_runtime": 1.5068,
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"eval_samples_per_second": 0.664,
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"eval_steps_per_second": 0.664,
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"step": 2370
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}
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],
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"max_steps": 2370,
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"num_train_epochs": 1,
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"total_flos": 9904804408756224.0,
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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 sha256:332e8d47ea509ebfa03bc0470020cec28333b6651682ea558ec1a275d944c3c7
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size 2607
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vocab.txt
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