Training in progress, epoch 1
Browse files- .gitignore +1 -0
- config.json +34 -0
- last-checkpoint/config.json +34 -0
- last-checkpoint/optimizer.pt +3 -0
- last-checkpoint/pytorch_model.bin +3 -0
- last-checkpoint/rng_state.pth +3 -0
- last-checkpoint/scheduler.pt +3 -0
- last-checkpoint/special_tokens_map.json +7 -0
- last-checkpoint/tokenizer.json +0 -0
- last-checkpoint/tokenizer_config.json +13 -0
- last-checkpoint/trainer_state.json +44 -0
- last-checkpoint/training_args.bin +3 -0
- last-checkpoint/vocab.txt +0 -0
- pytorch_model.bin +3 -0
- runs/May01_07-08-02_af1ffd0a72ec/1682924887.8590207/events.out.tfevents.1682924887.af1ffd0a72ec.975.15 +3 -0
- runs/May01_07-08-02_af1ffd0a72ec/events.out.tfevents.1682924887.af1ffd0a72ec.975.14 +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +13 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
.gitignore
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checkpoint-*/
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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": 0.2,
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"dim": 768,
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"dropout": 0.2,
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"hidden_dim": 3072,
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"id2label": {
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"0": "Negative",
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"1": "Neutral",
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"2": "Positive"
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},
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"initializer_range": 0.02,
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"label2id": {
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"Negative": 0,
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"Neutral": 1,
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"Positive": 2
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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": "single_label_classification",
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.3,
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"sinusoidal_pos_embds": false,
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"torch_dtype": "float32",
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"transformers_version": "4.28.1",
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"vocab_size": 30522
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}
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last-checkpoint/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": 0.2,
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"dim": 768,
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"dropout": 0.2,
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"hidden_dim": 3072,
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"id2label": {
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"0": "Negative",
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"1": "Neutral",
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"2": "Positive"
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},
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"initializer_range": 0.02,
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"label2id": {
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"Negative": 0,
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"Neutral": 1,
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"Positive": 2
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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": "single_label_classification",
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.3,
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"sinusoidal_pos_embds": false,
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"torch_dtype": "float32",
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"transformers_version": "4.28.1",
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"vocab_size": 30522
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}
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last-checkpoint/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:f6da5cd4b0656262aa2c5e33402b4ea5a9c30124eb96f4ad5b6f04869f81c36e
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size 535707205
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last-checkpoint/pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:140674d2406857363e180b3415c2e2a7fcea896327f3aab36609b258e2b89e55
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size 267858605
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last-checkpoint/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:1afa4fb390fed62209a33ec31502a83421450b5e725ed87b9f6a0e5a6fe43e4a
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size 14575
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last-checkpoint/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:8887e02a63197212eb08e6268a00af8c32453672a22c577dcf1de8bc5e2b976a
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size 627
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last-checkpoint/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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last-checkpoint/tokenizer.json
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last-checkpoint/tokenizer_config.json
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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_lower_case": true,
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"mask_token": "[MASK]",
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"model_max_length": 512,
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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": "DistilBertTokenizer",
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"unk_token": "[UNK]"
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}
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last-checkpoint/trainer_state.json
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{
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"best_metric": 0.5497974753379822,
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"best_model_checkpoint": "distilbert_final_config_dropout/checkpoint-1718",
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"epoch": 1.0,
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"global_step": 1718,
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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": 0.29,
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"learning_rate": 1.970896391152503e-05,
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"loss": 0.7068,
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"step": 500
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},
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{
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"epoch": 0.58,
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"learning_rate": 1.941792782305006e-05,
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"loss": 0.5844,
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"step": 1000
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},
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{
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"epoch": 0.87,
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"learning_rate": 1.9126891734575087e-05,
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"loss": 0.5631,
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"step": 1500
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.7849462365591398,
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"eval_f1": 0.7884996645660559,
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"eval_loss": 0.5497974753379822,
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"eval_runtime": 8.1439,
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"eval_samples_per_second": 433.946,
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"eval_steps_per_second": 27.137,
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"step": 1718
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}
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],
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"max_steps": 34360,
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"num_train_epochs": 20,
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"total_flos": 782117510345820.0,
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"trial_name": null,
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"trial_params": null
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}
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last-checkpoint/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:eb6f93d1aa0603bc278729817f19c12ec0e0cb34b31836f19452b1b45df12e00
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size 3643
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last-checkpoint/vocab.txt
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:140674d2406857363e180b3415c2e2a7fcea896327f3aab36609b258e2b89e55
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size 267858605
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runs/May01_07-08-02_af1ffd0a72ec/1682924887.8590207/events.out.tfevents.1682924887.af1ffd0a72ec.975.15
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version https://git-lfs.github.com/spec/v1
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oid sha256:cc595f80ac96b9e8172e84408927ad125e28262806a1c8a2b7cff589f6828259
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size 5915
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runs/May01_07-08-02_af1ffd0a72ec/events.out.tfevents.1682924887.af1ffd0a72ec.975.14
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version https://git-lfs.github.com/spec/v1
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oid sha256:a9308464d673553c8070019e7feb9e18bc47465f1f244a6a92744101727de3da
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size 4840
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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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"clean_up_tokenization_spaces": true,
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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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"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": "DistilBertTokenizer",
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"unk_token": "[UNK]"
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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:eb6f93d1aa0603bc278729817f19c12ec0e0cb34b31836f19452b1b45df12e00
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size 3643
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vocab.txt
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