Added model files
Browse files- config.json +34 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- trainer_state.json +70 -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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"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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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2
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},
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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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"transformers_version": "4.5.1",
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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:aee6b2da5f1c13aa4859887e1ecce8b663ea3d660ca35d8f12fd8d67ee01392d
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size 876002513
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:09066e297517b5c6e4d77314194e1ceaa6015014dc0674a4e8729d6670d74288
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size 438027529
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:0c4fe589b8abd4424e14de965ec7cdfb0db7a3cd24aa7500f6433b83fdfe2815
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size 623
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special_tokens_map.json
ADDED
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{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
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tokenizer_config.json
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{"do_lower_case": true, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "bert-base-uncased"}
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trainer_state.json
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{
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"best_metric": 0.5396298170089722,
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"best_model_checkpoint": "./results/checkpoint-1642",
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"epoch": 3.0,
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"global_step": 2463,
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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": 0.61,
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"learning_rate": 1.593991067803492e-05,
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"loss": 0.6484,
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"step": 500
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.7830104851608317,
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"eval_loss": 0.5467866063117981,
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"eval_precision": 0.7946395590241245,
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"eval_recall": 0.7830104851608317,
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"eval_runtime": 207.1913,
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"eval_samples_per_second": 27.158,
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"step": 821
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},
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{
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"epoch": 1.22,
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"learning_rate": 1.1879821356069834e-05,
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"loss": 0.5259,
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"step": 1000
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},
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{
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"epoch": 1.83,
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"learning_rate": 7.819732034104752e-06,
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"loss": 0.445,
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"step": 1500
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.7908299271370179,
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"eval_loss": 0.5396298170089722,
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"eval_precision": 0.7954586612276937,
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"eval_recall": 0.7908299271370179,
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"eval_runtime": 206.8656,
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"eval_samples_per_second": 27.201,
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"step": 1642
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},
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{
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"epoch": 2.44,
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"learning_rate": 3.759642712139667e-06,
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"loss": 0.3799,
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"step": 2000
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.7904744979562822,
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"eval_loss": 0.5831448435783386,
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"eval_precision": 0.79502140504056,
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"eval_recall": 0.7904744979562822,
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"eval_runtime": 206.745,
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"eval_samples_per_second": 27.217,
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"step": 2463
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}
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],
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"max_steps": 2463,
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"num_train_epochs": 3,
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"total_flos": 1.1823337832189616e+16,
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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
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:1f6de18e26b326990f7b617f3c80091d58180b9b75cbb248439386da593d4ed6
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size 2351
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vocab.txt
ADDED
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