Upload 11 files
Browse files- config.json +43 -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 +58 -0
- trainer_state.json +299 -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-16L",
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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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"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": 384,
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"id2label": {
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"0": "O",
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"1": "I-Tissue",
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"2": "I-CellLine",
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"3": "B-CellType",
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"4": "I-CellType",
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"5": "B-CellLine",
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"6": "B-Tissue"
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},
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"initializer_range": 0.02,
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"intermediate_size": 1536,
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"label2id": {
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"B-CellLine": 5,
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"B-CellType": 3,
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"B-Tissue": 6,
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"I-CellLine": 2,
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"I-CellType": 4,
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"I-Tissue": 1,
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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": 1024,
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"model_type": "bert",
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"num_attention_heads": 6,
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"num_hidden_layers": 16,
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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": "4.48.2",
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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:e8d1b1aa0123b88d2ac3ee38330854d7c8030f47ef01c79fee0988ae662ea3b6
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size 165517860
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:0b283bdef823eb617eeb3c0e153a6f1689a3eaeb3d1367369b3704380378df4f
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size 331198778
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:21b96e431780b1aa0f51a5eabf83222048fff31edc105cf177e6800d4ddf9230
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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:f8d532752a1267e0a1a8c9c1583656fe79b560170f17b3ccee948190242cad79
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size 1768
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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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"extra_special_tokens": {},
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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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| 2 |
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"best_metric": 0.7557603686635944,
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| 3 |
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"best_model_checkpoint": "/hps/software/users/chembl/christine/git_projects/OTAR3088/Entity-Extraction-Modular-pipeline/outputs/model_outputs/hf/model_outputs/hf/CeLLaTe_V2/reinit_llrd/4K_with_reinit_classifier_llrd0.9/bioformers/checkpoint-672",
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| 4 |
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"epoch": 14.0,
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"eval_steps": 500,
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"global_step": 672,
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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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"loss": 2.3155,
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"step": 48
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.9688143571638718,
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"eval_recall": 0.0,
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"eval_runtime": 1.308,
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"step": 48
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},
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{
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"epoch": 2.0,
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"learning_rate": 1.9375e-05,
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"loss": 0.1837,
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"step": 96
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.9791115033833481,
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"eval_f1": 0.37777777777777777,
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"eval_loss": 0.07473152875900269,
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"eval_precision": 0.4473684210526316,
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"eval_recall": 0.3269230769230769,
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"eval_runtime": 1.3056,
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"eval_samples_per_second": 144.764,
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"step": 96
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},
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{
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"epoch": 3.0,
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"grad_norm": 0.33205464482307434,
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"learning_rate": 1.8958333333333334e-05,
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"step": 144
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{
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"epoch": 3.0,
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"eval_accuracy": 0.9852897911150338,
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"eval_f1": 0.5420560747663552,
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vocab.txt
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