Commit ·
1ccf5cd
1
Parent(s): 6274b3b
Add model and its dependencies
Browse files- config.json +26 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- trainer_state.json +126 -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-cased",
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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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"finetuning_task": "cola",
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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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"transformers_version": "4.9.0.dev0",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 28996
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:7de7dcd82ea4d86850a84e522425f2039960f23e3449db22eb0b0223ac431014
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size 433331373
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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:cb02eb6dc935ca7a2b464620df60cb06a2220ea91d93d51d5c7cc4b16ff37bab
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size 14503
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special_tokens_map.json
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{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
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tokenizer.json
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The diff for this file is too large to render.
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tokenizer_config.json
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{"do_lower_case": false, "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-cased", "tokenizer_class": "BertTokenizer"}
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trainer_state.json
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{
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"best_metric": 0.4796141982078552,
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"best_model_checkpoint": "/content/output_dir/checkpoint-268",
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"epoch": 10.0,
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"global_step": 2680,
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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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"eval_loss": 0.4796141982078552,
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"eval_matthews_correlation": 0.5351033849356494,
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"eval_runtime": 8.8067,
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"eval_samples_per_second": 118.433,
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"eval_steps_per_second": 14.875,
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"step": 268,
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"learning_rate": 1.8067415730337083e-05,
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"loss": 0.4913
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},
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{
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"epoch": 2.0,
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"eval_loss": 0.5334435701370239,
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"eval_matthews_correlation": 0.5178799252679331,
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"eval_runtime": 8.9439,
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"eval_samples_per_second": 116.616,
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"eval_steps_per_second": 14.647,
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"step": 536,
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"learning_rate": 1.605992509363296e-05,
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"loss": 0.2872
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},
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{
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"epoch": 3.0,
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"eval_loss": 0.5544090270996094,
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"eval_matthews_correlation": 0.5649788851042796,
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"eval_runtime": 8.9467,
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"eval_samples_per_second": 116.58,
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"eval_steps_per_second": 14.642,
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"step": 804,
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"learning_rate": 1.4052434456928841e-05,
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"loss": 0.1777
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},
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{
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"epoch": 4.0,
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"eval_loss": 0.5754779577255249,
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"eval_matthews_correlation": 0.6105374636148787,
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"eval_runtime": 8.8982,
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"eval_samples_per_second": 117.215,
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"eval_steps_per_second": 14.722,
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"step": 1072,
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"learning_rate": 1.2044943820224718e-05,
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"loss": 0.1263
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},
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{
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"epoch": 5.0,
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"eval_loss": 0.7263916730880737,
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"eval_matthews_correlation": 0.5807606001872874,
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"eval_runtime": 8.9705,
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"eval_samples_per_second": 116.27,
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"eval_steps_per_second": 14.603,
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"step": 1340,
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"learning_rate": 1.0037453183520601e-05,
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"loss": 0.0905
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},
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{
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"epoch": 6.0,
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"eval_loss": 0.8121512532234192,
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"eval_runtime": 8.9924,
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"eval_samples_per_second": 115.987,
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"eval_steps_per_second": 14.568,
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"step": 1608,
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"epoch": 7.0,
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"epoch": 9.0,
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},
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{
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"epoch": 10.0,
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"step": 2680,
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"loss": 0.0104
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}
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],
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"max_steps": 2680,
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"num_train_epochs": 10,
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"total_flos": 7113018526540800.0,
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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 sha256:76db2190700e5b27c108fcfb9a9d9fd9fe0836736da2399f4fe25cd0916b7a8b
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size 2607
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vocab.txt
ADDED
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The diff for this file is too large to render.
See raw diff
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