Training in progress, epoch 1
Browse files- .gitignore +1 -0
- config.json +35 -0
- last-checkpoint/config.json +35 -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_06-16-39_af1ffd0a72ec/1682921804.7410483/events.out.tfevents.1682921804.af1ffd0a72ec.975.13 +3 -0
- runs/May01_06-16-39_af1ffd0a72ec/events.out.tfevents.1682921804.af1ffd0a72ec.975.12 +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": 0.1,
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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": "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": 0.2,
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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": "4.28.1",
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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": 0.1,
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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": "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": 0.2,
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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": "4.28.1",
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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 sha256:558fc6c74444158434ea7e5a2abbd7e4bfc87c1409f9ad5653126032a8ce79a6
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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 sha256:87175da7d5baa1888c80066cbd1b9d34c063f51f5205572230cbfdac03bb57f6
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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": 1.8788982629776,
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"best_model_checkpoint": "distilbert_weight_decay_final_metrics/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": 0.0266,
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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": 0.0377,
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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": 0.0319,
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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": 0.7770232031692134,
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"eval_f1": 0.781143699897714,
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"eval_loss": 1.8788982629776,
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"eval_runtime": 8.0848,
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"eval_samples_per_second": 437.119,
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"eval_steps_per_second": 27.335,
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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:af32211f4867f7295b386765bbaac8a9dab0c555f1b63eb2d3aaf649924c02d6
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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 sha256:87175da7d5baa1888c80066cbd1b9d34c063f51f5205572230cbfdac03bb57f6
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size 267858605
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runs/May01_06-16-39_af1ffd0a72ec/1682921804.7410483/events.out.tfevents.1682921804.af1ffd0a72ec.975.13
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version https://git-lfs.github.com/spec/v1
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oid sha256:4739bc7e53077028dc2d1dd37fd197bb254a863a29d6e9fa08865ae29962e115
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size 5933
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runs/May01_06-16-39_af1ffd0a72ec/events.out.tfevents.1682921804.af1ffd0a72ec.975.12
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version https://git-lfs.github.com/spec/v1
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oid sha256:35b858d16e7e1ee6f802bbf7937d9ef1d6f8a782d4582bb785862815821d379c
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size 5027
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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:af32211f4867f7295b386765bbaac8a9dab0c555f1b63eb2d3aaf649924c02d6
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size 3643
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vocab.txt
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