Harish Tayyar Madabushi
commited on
Commit
•
f0c98c9
1
Parent(s):
65ccada
added model
Browse files- config.json +27 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- trainer_state.json +64 -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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"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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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.10.0.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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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:e6a0d5100185d404610ffb916bc5cb3857a1cb02ef83901806cc5f3f4cc72c56
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size 866616638
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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:f03eb41fae644bc953fff58f26784001ec13cdf0b82e1974c76b67900080c4a2
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size 433334620
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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:d4210d3a8f6469adec98f99d314cdafb5a44ef3eaabab74b4d34ff5e9a437fda
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size 14647
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:e2bae53c90a5ba78cba915a85c720ae5ee80509bcb8019d4a7ce52c5e962c61b
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size 623
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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": 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": 0.7792222559126744,
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"best_model_checkpoint": "output-no-git/EN-OUTPUT/bert-base-cased/TrueTrue-0/3/checkpoint-416",
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"epoch": 4.0,
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"global_step": 416,
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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": 0.7725321650505066,
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"eval_f1": 0.7499645670088482,
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"eval_f1_binary": 0.8250825082508252,
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"eval_f1_weighted": 0.7664066914867057,
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"eval_loss": 0.6242344379425049,
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"eval_runtime": 1.3874,
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"eval_samples_per_second": 335.883,
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"eval_steps_per_second": 42.526,
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"step": 104
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.7639485001564026,
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"eval_f1": 0.7552193761580044,
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"eval_f1_binary": 0.8014440433212996,
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"eval_f1_weighted": 0.7653372217602706,
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"eval_loss": 0.7207056283950806,
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"eval_runtime": 1.3858,
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"eval_samples_per_second": 336.264,
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"eval_steps_per_second": 42.574,
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"step": 208
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.7875536680221558,
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"eval_f1": 0.7770819743422482,
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"eval_f1_binary": 0.8253968253968252,
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"eval_f1_weighted": 0.7876573280065549,
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"eval_loss": 0.9023728966712952,
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"eval_runtime": 1.3902,
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"eval_samples_per_second": 335.192,
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"eval_steps_per_second": 42.439,
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"step": 312
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},
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{
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"epoch": 4.0,
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"eval_accuracy": 0.7854077219963074,
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"eval_f1": 0.7792222559126744,
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"eval_f1_binary": 0.8161764705882353,
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"eval_f1_weighted": 0.7873109466785696,
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"eval_loss": 1.1547576189041138,
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"eval_runtime": 1.3832,
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"eval_samples_per_second": 336.908,
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"eval_steps_per_second": 42.656,
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"step": 416
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}
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],
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"max_steps": 936,
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"num_train_epochs": 9,
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"total_flos": 875370481182720.0,
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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 sha256:046b97a74704697dfb33a8b13d7d081f9e306fa418e6e7a58d4f4c49abb0a719
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size 2735
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vocab.txt
ADDED
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