ZhangYunchenY
commited on
Commit
·
d77c04a
1
Parent(s):
17c996e
[Model] bert-base-uncased-cola
Browse files- all_results.json +14 -0
- config.json +36 -0
- eval_results.json +9 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- train_results.json +8 -0
- trainer_state.json +37 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
all_results.json
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{
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"epoch": 5.0,
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"eval_loss": 0.7111271023750305,
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"eval_matthews_correlation": 0.5960380981891474,
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"eval_runtime": 12.4873,
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"eval_samples": 1043,
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"eval_samples_per_second": 83.525,
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"eval_steps_per_second": 10.491,
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"train_loss": 0.22366032102214756,
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"train_runtime": 924.6571,
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"train_samples": 8551,
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"train_samples_per_second": 46.239,
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"train_steps_per_second": 1.449
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}
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config.json
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{
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"_name_or_path": "/mnt/lustre/weixiuying/transformer/pretrain_models/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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"classifier_dropout": null,
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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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"id2label": {
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"0": "unacceptable",
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"1": "acceptable"
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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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"acceptable": 1,
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"unacceptable": 0
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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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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.13.0.dev0",
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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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eval_results.json
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{
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"epoch": 5.0,
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"eval_loss": 0.7111271023750305,
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"eval_matthews_correlation": 0.5960380981891474,
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"eval_runtime": 12.4873,
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"eval_samples": 1043,
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"eval_samples_per_second": 83.525,
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"eval_steps_per_second": 10.491
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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 sha256:72555ba23e4f03a0f1c1bba150f371208bc8e5cc41c6602a7966000b0ececd1a
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size 438024851
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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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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, "special_tokens_map_file": null, "name_or_path": "/mnt/lustre/weixiuying/transformer/pretrain_models/bert-base-uncased", "tokenizer_class": "BertTokenizer"}
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train_results.json
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{
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"epoch": 5.0,
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"train_loss": 0.22366032102214756,
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"train_runtime": 924.6571,
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"train_samples": 8551,
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"train_samples_per_second": 46.239,
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"train_steps_per_second": 1.449
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}
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trainer_state.json
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{
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"best_metric": null,
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"best_model_checkpoint": null,
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"epoch": 5.0,
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"global_step": 1340,
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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": 1.87,
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"learning_rate": 1.3880918526722497e-05,
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"loss": 0.3961,
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"step": 500
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},
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{
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"epoch": 3.73,
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"learning_rate": 3.0123057222115835e-06,
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"loss": 0.1478,
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"step": 1000
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},
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{
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"epoch": 5.0,
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"step": 1340,
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"total_flos": 2812328292979200.0,
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"train_loss": 0.22366032102214756,
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"train_runtime": 924.6571,
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"train_samples_per_second": 46.239,
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"train_steps_per_second": 1.449
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}
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],
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"max_steps": 1340,
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"num_train_epochs": 5,
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"total_flos": 2812328292979200.0,
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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:d7c87eda243a161b5e182fefa4963ac8e04e3c64401935f3aaccfd8248a8441a
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size 2927
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vocab.txt
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