Bioformer8L finetuned on caption and reference
Browse files- config.json +34 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +57 -0
- trainer_state.json +89 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "bioformers/bioformer-8L",
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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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"classifier_dropout": null,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 512,
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"id2label": {
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"0": "medical",
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"1": "non-medical"
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},
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"initializer_range": 0.02,
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"intermediate_size": 2048,
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"label2id": {
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"false": 0,
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"true": 1
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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": 8,
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"num_hidden_layers": 8,
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"pad_token_id": 0,
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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": "4.42.4",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 32768
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:c4b5a277fedfb6854ce96cdb3f5033eedef964dd303c275badc180a6e8ab6c03
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size 170112544
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:906549280b545654a7880219f1be8769e357e4f86c523edfd7b8840a3448ad11
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size 340308090
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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:c601a01fb930768137c76e791e66a1c1a368c64ffb6496d523c371d6d7430fd0
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size 14244
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:fbc8cfc3c0c7c3e9ca7a2f291ecebb32099d3d2a715930cba68b5e931884385b
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size 1064
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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": "[PAD]",
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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}
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tokenizer.json
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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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},
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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": 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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trainer_state.json
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{
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"best_metric": 0.17856432497501373,
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"best_model_checkpoint": "bioformer8L_caption_reference_RTX6000/checkpoint-1230",
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"epoch": 2.0,
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"eval_steps": 500,
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"global_step": 2460,
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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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"grad_norm": 8.241156578063965,
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"learning_rate": 2.75609756097561e-05,
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"step": 500
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},
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.9276147633166343,
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"eval_f1": 0.9222332155896071,
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"eval_f1_medical": 0.9426906265177271,
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"eval_f1_non_medical": 0.9017758046614872,
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"eval_loss": 0.17856432497501373,
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"eval_runtime": 37.413,
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"eval_samples_per_second": 261.433,
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"step": 1230
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},
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},
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{
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"eval_accuracy": 0.929352826909314,
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"eval_f1_medical": 0.9432816219322006,
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"eval_loss": 0.20747286081314087,
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"step": 2460
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}
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],
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"logging_steps": 500,
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"max_steps": 6150,
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"TrainerControl": {
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"args": {
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},
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"attributes": {}
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}
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},
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"total_flos": 6162603809728128.0,
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"train_batch_size": 32,
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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 sha256:97e28cedf350b1f6770309d1c5846b6342035a98d45f18baebaae7acb21e75ae
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size 5176
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vocab.txt
ADDED
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