Initial commit
Browse files- config.json +65 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +14 -0
- trainer_state.json +77 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "distilbert-base-uncased",
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"activation": "gelu",
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"architectures": [
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"DistilBertForSequenceClassification"
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],
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"attention_dropout": 0.1,
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"dim": 768,
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"dropout": 0.1,
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"hidden_dim": 3072,
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"id2label": {
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"0": "EVENT",
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"1": "EVENT_Illness",
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"2": "EVENT_Accident",
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"3": "EVENT_Other",
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"4": "CAUSE",
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"5": "CAUSE_Just_Happens",
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"6": "CAUSE_Material_Physical",
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"7": "CAUSE_Spirits_Gods",
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"8": "CAUSE_Witchcraft_Sorcery",
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"9": "CAUSE_Rule_Violation_Taboo",
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"10": "CAUSE_Jealousy_Evil_Eye",
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"11": "ACTION",
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"12": "ACTION_Physical_Material",
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"13": "ACTION_Technical_Specialist",
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"14": "ACTION_Divination",
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"15": "ACTION_Shaman_Medium_Healer",
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"16": "ACTION_Priest_High_Religion",
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"17": "ACTION_Other"
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},
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"initializer_range": 0.02,
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"label2id": {
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"ACTION": 11,
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"ACTION_Divination": 14,
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"ACTION_Other": 17,
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"ACTION_Physical_Material": 12,
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"ACTION_Priest_High_Religion": 16,
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"ACTION_Shaman_Medium_Healer": 15,
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"ACTION_Technical_Specialist": 13,
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"CAUSE": 4,
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"CAUSE_Jealousy_Evil_Eye": 10,
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"CAUSE_Just_Happens": 5,
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"CAUSE_Material_Physical": 6,
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"CAUSE_Rule_Violation_Taboo": 9,
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"CAUSE_Spirits_Gods": 7,
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"CAUSE_Witchcraft_Sorcery": 8,
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"EVENT": 0,
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"EVENT_Accident": 2,
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"EVENT_Illness": 1,
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"EVENT_Other": 3
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},
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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"n_heads": 12,
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"n_layers": 6,
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"pad_token_id": 0,
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"problem_type": "multi_label_classification",
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.2,
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"sinusoidal_pos_embds": false,
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"tie_weights_": true,
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"torch_dtype": "float32",
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"transformers_version": "4.24.0",
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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:f94f74ba96451ae68674f8c03175ca529b0c9586d1c826d4ea4dc57f2cdcf9fe
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size 535796549
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:0f5388af2efca6ed72b2c6ac82169d011caa6c00e6ac088b05c90c9632a4eeeb
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size 267903341
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:9d6efb74f26f13ab44ac71a5b2839da2cb02076f78433571e42ff77df959c617
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size 13553
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:2dceeccbae01744d839850b433e9e5d599a8543ba27144a7fc306eba118b0d12
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size 627
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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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"cls_token": "[CLS]",
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"do_lower_case": true,
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"mask_token": "[MASK]",
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"model_max_length": 512,
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"name_or_path": "distilbert-base-uncased",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"special_tokens_map_file": null,
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"strip_accents": null,
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"tokenize_chinese_chars": true,
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"tokenizer_class": "DistilBertTokenizer",
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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": 0.7183271832718328,
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"best_model_checkpoint": "HRAF_Model_MultiLabel_SubClasses/checkpoint-875",
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"epoch": 5.0,
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"global_step": 875,
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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": 0.0,
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"eval_f1": 0.667278849097031,
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"eval_loss": 0.41065430641174316,
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"eval_roc_auc": 0.7616334780182695,
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"eval_runtime": 107.1579,
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"eval_samples_per_second": 3.266,
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"eval_steps_per_second": 0.411,
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"step": 175
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.002857142857142857,
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"eval_f1": 0.692448233861145,
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"eval_loss": 0.38348057866096497,
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"eval_roc_auc": 0.7780945131452475,
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"eval_runtime": 90.7152,
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"eval_samples_per_second": 3.858,
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"eval_steps_per_second": 0.485,
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"step": 350
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},
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{
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"epoch": 2.86,
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"learning_rate": 8.571428571428571e-06,
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"loss": 0.4077,
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"step": 500
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.022857142857142857,
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"eval_f1": 0.7051744885679904,
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"eval_loss": 0.3677811026573181,
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"eval_roc_auc": 0.7873223134208052,
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"eval_runtime": 90.6425,
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"eval_samples_per_second": 3.861,
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"eval_steps_per_second": 0.485,
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"step": 525
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},
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{
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"epoch": 4.0,
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"eval_accuracy": 0.04857142857142857,
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"eval_f1": 0.7114503816793892,
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"eval_loss": 0.35647499561309814,
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"eval_roc_auc": 0.7900212002732531,
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"eval_runtime": 90.64,
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"eval_samples_per_second": 3.861,
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"eval_steps_per_second": 0.485,
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"step": 700
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},
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{
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"epoch": 5.0,
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"eval_accuracy": 0.05142857142857143,
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"eval_f1": 0.7183271832718328,
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"eval_loss": 0.3486453592777252,
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| 65 |
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"eval_roc_auc": 0.7937415018923373,
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| 66 |
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"eval_runtime": 90.5252,
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"eval_samples_per_second": 3.866,
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"eval_steps_per_second": 0.486,
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"step": 875
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}
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],
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"max_steps": 875,
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"num_train_epochs": 5,
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"total_flos": 784104676533360.0,
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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:afc0e69c798b4630ee068a05dd4f1a9404d270ac23a1062f1e52f9348c3979b0
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size 3387
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vocab.txt
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