Commit
•
df9e522
1
Parent(s):
c23ad3c
Initial commit
Browse files- .gitattributes +1 -0
- config.json +31 -0
- eval_results_sst2.txt +5 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- train_results.txt +3 -0
- trainer_state.json +58 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
.gitattributes
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*.tar.gz filter=lfs diff=lfs merge=lfs -text
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*.ot filter=lfs diff=lfs merge=lfs -text
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*.onnx filter=lfs diff=lfs merge=lfs -text
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*.tar.gz filter=lfs diff=lfs merge=lfs -text
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*.ot filter=lfs diff=lfs merge=lfs -text
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*.onnx filter=lfs diff=lfs merge=lfs -text
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pytorch_model.bin filter=lfs diff=lfs merge=lfs -text
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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": "sst2",
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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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"type_vocab_size": 2,
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"vocab_size": 28996,
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"id2label": {
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0: "NEGATIVE",
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1: "POSITIVE"
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},
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"label2id": {
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"NEGATIVE": 0,
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"POSITIVE": 1
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}
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}
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eval_results_sst2.txt
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epoch = 3.0
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eval_accuracy = 0.9162844036697247
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eval_loss = 0.27853715419769287
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eval_runtime = 1.7949
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eval_samples_per_second = 485.827
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:4878e659aafaf7120d59ba2b3ff8fec90598f6a9cda3d747ee99c99765f28e9b
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size 433336585
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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_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, "name_or_path": "bert-base-cased"}
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train_results.txt
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epoch = 3.0
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train_runtime = 488.8595
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train_samples_per_second = 6.462
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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": 3.0,
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"global_step": 3159,
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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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"epoch": 0.4748338081671415,
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"learning_rate": 1.6834441278885725e-05,
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"step": 500
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"learning_rate": 1.3668882557771448e-05,
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"step": 1000
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{
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"learning_rate": 1.0503323836657171e-05,
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"step": 1500
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},
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{
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"epoch": 1.899335232668566,
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"learning_rate": 7.337765115542894e-06,
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"loss": 0.11068717193603515,
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"step": 2000
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},
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{
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"epoch": 2.3741690408357075,
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"learning_rate": 4.172206394428617e-06,
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"loss": 0.08253809356689454,
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"step": 2500
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{
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{
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"epoch": 3.0,
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"step": 3159,
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"train_runtime": 488.8595,
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"train_samples_per_second": 6.462
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}
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],
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"max_steps": 3159,
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"num_train_epochs": 3,
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"total_flos": 16806970579253760,
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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 sha256:3ff23c39bfebf28e3a250908facd0f0befde2af0bd4a33a5b98f6992aeb17d9c
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size 1839
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vocab.txt
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