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Browse files- bert_outputs/bert/best_model/config.json +26 -0
- bert_outputs/bert/best_model/eval_results.txt +4 -0
- bert_outputs/bert/best_model/model.safetensors +3 -0
- bert_outputs/bert/best_model/model_args.json +1 -0
- bert_outputs/bert/best_model/optimizer.pt +3 -0
- bert_outputs/bert/best_model/scheduler.pt +3 -0
- bert_outputs/bert/best_model/special_tokens_map.json +7 -0
- bert_outputs/bert/best_model/tokenizer_config.json +57 -0
- bert_outputs/bert/best_model/training_args.bin +3 -0
- bert_outputs/bert/best_model/vocab.txt +0 -0
bert_outputs/bert/best_model/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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"BertForQuestionAnswering"
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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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"torch_dtype": "float32",
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"transformers_version": "4.35.2",
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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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bert_outputs/bert/best_model/eval_results.txt
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correct = 0
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eval_loss = -1.802734375
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incorrect = 3
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similar = 0
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bert_outputs/bert/best_model/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:86a0f2ddad7ae762d36a290e8e79fb117eefd4e4bbc37d21193cae0ff1a8c08b
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size 435596088
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bert_outputs/bert/best_model/model_args.json
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{"adafactor_beta1": null, "adafactor_clip_threshold": 1.0, "adafactor_decay_rate": -0.8, "adafactor_eps": [1e-30, 0.001], "adafactor_relative_step": true, "adafactor_scale_parameter": true, "adafactor_warmup_init": true, "adam_betas": [0.9, 0.999], "adam_epsilon": 1e-08, "best_model_dir": "/content/drive/MyDrive/bert_outputs/bert/best_model", "cache_dir": "cache_dir/", "config": {}, "cosine_schedule_num_cycles": 0.5, "custom_layer_parameters": [], "custom_parameter_groups": [], "dataloader_num_workers": 0, "do_lower_case": false, "dynamic_quantize": false, "early_stopping_consider_epochs": false, "early_stopping_delta": 0, "early_stopping_metric": "correct", "early_stopping_metric_minimize": false, "early_stopping_patience": 3, "encoding": null, "eval_batch_size": 16, "evaluate_during_training": true, "evaluate_during_training_silent": true, "evaluate_during_training_steps": 1000, "evaluate_during_training_verbose": false, "evaluate_each_epoch": true, "fp16": true, "gradient_accumulation_steps": 1, "learning_rate": 4e-05, "local_rank": -1, "logging_steps": 50, "loss_type": null, "loss_args": {}, "manual_seed": null, "max_grad_norm": 1.0, "max_seq_length": 128, "model_name": "bert-base-uncased", "model_type": "bert", "multiprocessing_chunksize": -1, "n_gpu": 1, "no_cache": false, "no_save": false, "not_saved_args": [], "num_train_epochs": 30, "optimizer": "AdamW", "output_dir": "outputs/bert", "overwrite_output_dir": true, "polynomial_decay_schedule_lr_end": 1e-07, "polynomial_decay_schedule_power": 1.0, "process_count": 1, "quantized_model": false, "reprocess_input_data": true, "save_best_model": true, "save_eval_checkpoints": false, "save_model_every_epoch": false, "save_optimizer_and_scheduler": true, "save_steps": 2000, "scheduler": "linear_schedule_with_warmup", "silent": false, "skip_special_tokens": true, "tensorboard_dir": null, "thread_count": null, "tokenizer_name": null, "tokenizer_type": null, "train_batch_size": 16, "train_custom_parameters_only": false, "use_cached_eval_features": true, "use_early_stopping": false, "use_hf_datasets": false, "use_multiprocessing": true, "use_multiprocessing_for_evaluation": true, "wandb_kwargs": {}, "wandb_project": null, "warmup_ratio": 0.06, "warmup_steps": 2, "weight_decay": 0.0, "model_class": "QuestionAnsweringModel", "doc_stride": 384, "lazy_loading": false, "max_answer_length": 100, "max_query_length": 64, "n_best_size": 8, "null_score_diff_threshold": 0.0, "special_tokens_list": []}
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bert_outputs/bert/best_model/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:2ef47c0ee463b71d2c300902f56d6f1268879fd872f21d5a51c18ce6df6cea16
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size 871311930
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bert_outputs/bert/best_model/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:2742749f8249f653b9e661fc0b8404dbffd1e73a53d2780a01142ee4dd037161
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size 1064
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bert_outputs/bert/best_model/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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bert_outputs/bert/best_model/tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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"content": "[PAD]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"100": {
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"content": "[UNK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"101": {
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"content": "[CLS]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"102": {
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"content": "[SEP]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"103": {
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"content": "[MASK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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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_basic_tokenize": true,
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"do_lower_case": false,
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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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"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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bert_outputs/bert/best_model/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:f2ecdaea5f9204cabd48cd826f9627db73616d56d94989e29cac5650294d927d
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size 3512
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bert_outputs/bert/best_model/vocab.txt
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