classify polarity
Browse files- config.json +36 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +16 -0
- trainer_state.json +40 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "allenai/scibert_scivocab_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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"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": "n",
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"1": "p",
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"2": "o"
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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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"n": 0,
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"o": 2,
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"p": 1
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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": "4.25.1",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 31090
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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 sha256:63d664b18b3d7cbea43d3cdf9213dcbe8646f6e3ef87bf14add428e236cf5b13
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size 879478469
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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:b794363dd294319b81694e132b20531cfc05de889e0874270cde088204608771
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size 439753077
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:58e6fcef56a951a78af2e12370444e6b9da79f4cac74fd6145d2af4d5d2a12f1
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size 13553
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:e9072ab4224962775a3229597495659d88aad06a8801601b22e23ab088a1d091
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size 627
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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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"cls_token": "[CLS]",
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"do_basic_tokenize": true,
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"do_lower_case": true,
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"mask_token": "[MASK]",
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"model_max_length": 1000000000000000019884624838656,
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"name_or_path": "allenai/scibert_scivocab_uncased",
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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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"special_tokens_map_file": null,
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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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trainer_state.json
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{
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"best_metric": 0.3044271469116211,
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"best_model_checkpoint": "sci_sentiment_neg/checkpoint-465",
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"epoch": 2.0,
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"global_step": 930,
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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_accuracy": 0.8810068649885584,
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"eval_loss": 0.3044271469116211,
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"eval_runtime": 91.5393,
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"eval_samples_per_second": 14.322,
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"eval_steps_per_second": 0.896,
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"step": 465
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},
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{
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"epoch": 1.08,
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"learning_rate": 9.24731182795699e-06,
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"loss": 0.32,
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"step": 500
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.8863463005339436,
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"eval_loss": 0.3191782236099243,
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"eval_runtime": 91.0762,
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"eval_samples_per_second": 14.395,
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"eval_steps_per_second": 0.9,
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"step": 930
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}
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],
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"max_steps": 930,
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"num_train_epochs": 2,
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"total_flos": 1226925617108940.0,
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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 sha256:86687d708ad35353cc1b69b6467856e8cbdb0dacf61b80bcac586b9ed96c2198
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size 3387
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vocab.txt
ADDED
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