Initial commit
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 +46 -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": "result",
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"1": "method",
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"2": "background"
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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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"background": 2,
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"method": 1,
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"result": 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": "4.25.1",
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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:e63418d5644115dc2a4ff0314af7a03b5f7fa12db16cc9b26d56d53f2fbb8252
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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:a3f91507d571e6ac5ee54121aceef6a82ddcbfb0c748b076639bdc76ae8ebf14
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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 sha256:608063b9f90b77f75631823f215ef482d65ac6581deae131c5d13f6ce320465b
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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 sha256:00b920cf0d66d575ac45d478578559c45a32a65e016620c68ad29e1b6b54a545
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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": 0.44424504041671753,
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"best_model_checkpoint": "sci_intent_classify/checkpoint-1032",
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"epoch": 2.0,
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"global_step": 1032,
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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": 0.97,
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"learning_rate": 1.0310077519379846e-05,
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"loss": 0.4199,
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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": 0.8460698689956332,
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"eval_loss": 0.4451884925365448,
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"eval_runtime": 41.7325,
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"eval_samples_per_second": 21.949,
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"eval_steps_per_second": 1.39,
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"step": 516
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},
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{
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"epoch": 1.94,
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"learning_rate": 6.201550387596899e-07,
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"loss": 0.2676,
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"step": 1000
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.8460698689956332,
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"eval_loss": 0.44424504041671753,
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"eval_runtime": 41.3301,
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"eval_samples_per_second": 22.163,
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"eval_steps_per_second": 1.403,
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"step": 1032
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}
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],
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"max_steps": 1032,
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"num_train_epochs": 2,
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"total_flos": 972744180462054.0,
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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:acaeee8d1dbabf42246256d3bc86e717dbf608808fc4930fcb53863750407571
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size 3387
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vocab.txt
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