Initial model upload
Browse files- config.json +27 -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_config.json +15 -0
- trainer_state.json +106 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "bert-base-uncased",
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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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"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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"initializer_range": 0.02,
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"intermediate_size": 3072,
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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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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.27.1",
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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:c1a33c26d7040bf2acc1b529b44ae64c63c22f2fcdad871053abafd4f1018ed0
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size 875982277
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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:fd03f5e24d474d459a6d2164ca0536f56cbd1feae13422db3c13c87dbda2a5ca
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size 438005109
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:6005d0b43f6886d0e79ddefeaa5e3a123b6145495050bdab8de20f32abc5c313
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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 sha256:774d04b2dcf03201bd2602a1cb915e72a7872edbe0cd966a84361a859043a1a3
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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_config.json
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{
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"cls_token": "[CLS]",
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"do_basic_tokenize": true,
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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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"never_split": null,
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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": "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": null,
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"best_model_checkpoint": null,
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"epoch": 5.0,
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"global_step": 60,
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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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"learning_rate": 1.6000000000000003e-05,
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"loss": 0.4916,
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"step": 12
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.9361702127659575,
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"eval_f1": 0.9362281082645824,
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"eval_loss": 0.2990593910217285,
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"eval_precision": 0.9371338267036695,
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"eval_recall": 0.9361702127659575,
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"eval_runtime": 20.3046,
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"eval_samples_per_second": 2.315,
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"eval_steps_per_second": 0.148,
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"step": 12
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},
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{
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"epoch": 2.0,
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"learning_rate": 1.2e-05,
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"loss": 0.2834,
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"step": 24
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.9574468085106383,
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"eval_f1": 0.957485353068147,
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"eval_loss": 0.1967730075120926,
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| 39 |
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"eval_precision": 0.9609929078014184,
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"eval_recall": 0.9574468085106383,
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"eval_runtime": 21.6345,
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"eval_samples_per_second": 2.172,
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"eval_steps_per_second": 0.139,
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"step": 24
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},
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{
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"epoch": 3.0,
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"learning_rate": 8.000000000000001e-06,
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"loss": 0.185,
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"step": 36
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.9574468085106383,
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"eval_f1": 0.957485353068147,
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"eval_loss": 0.15521566569805145,
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"eval_precision": 0.9609929078014184,
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"eval_recall": 0.9574468085106383,
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"eval_runtime": 19.4305,
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| 60 |
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"eval_samples_per_second": 2.419,
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"eval_steps_per_second": 0.154,
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"step": 36
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},
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{
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"epoch": 4.0,
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| 66 |
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"learning_rate": 4.000000000000001e-06,
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| 67 |
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"loss": 0.1162,
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| 68 |
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"step": 48
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},
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{
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| 71 |
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"epoch": 4.0,
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| 72 |
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"eval_accuracy": 0.9787234042553191,
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| 73 |
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"eval_f1": 0.9787427027548607,
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"eval_loss": 0.09382404386997223,
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"eval_precision": 0.9796484736355227,
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"eval_recall": 0.9787234042553191,
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| 77 |
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"eval_runtime": 20.1514,
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| 78 |
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"eval_samples_per_second": 2.332,
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| 79 |
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"eval_steps_per_second": 0.149,
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"step": 48
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},
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{
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"epoch": 5.0,
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| 84 |
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"learning_rate": 0.0,
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| 85 |
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"loss": 0.0842,
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| 86 |
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"step": 60
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},
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| 88 |
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{
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| 89 |
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"epoch": 5.0,
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| 90 |
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"eval_accuracy": 0.9787234042553191,
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| 91 |
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"eval_f1": 0.9787427027548607,
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"eval_loss": 0.09307459741830826,
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"eval_precision": 0.9796484736355227,
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"eval_recall": 0.9787234042553191,
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"eval_runtime": 22.1003,
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"eval_samples_per_second": 2.127,
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| 97 |
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"eval_steps_per_second": 0.136,
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| 98 |
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"step": 60
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}
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],
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"max_steps": 60,
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| 102 |
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"num_train_epochs": 5,
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| 103 |
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"total_flos": 60515542732800.0,
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| 104 |
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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 sha256:545641e34bac4bf92d5455de55c9c35c3eba533194ef158ed108a3427c6305ab
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size 3515
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vocab.txt
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