Cameron Clarke commited on
Commit ·
3b4691c
1
Parent(s): e493686
add model files
Browse files- config.json +38 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- trainer_state.json +98 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
ADDED
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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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"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": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2",
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"3": "LABEL_3",
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"4": "LABEL_4"
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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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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2,
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"LABEL_3": 3,
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"LABEL_4": 4
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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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"transformers_version": "4.5.0",
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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:d0c64cca0ffd2588d29574e229d94aef3ba9e4cba71949393a6e22c3c9c02a93
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size 866639057
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:78ff55fd8fc5ddee83d76e53c383614004066af63e9722e1bd50db25094addef
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size 433345801
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:b075278f0c26d57e1d6044591dfb308f8441804f589c590bd1edfff7431b8715
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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_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"}
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trainer_state.json
ADDED
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{
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"best_metric": 1.0,
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"best_model_checkpoint": "/scratch/ccc779/eec_emotion_model/checkpoint-2592",
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"epoch": 2.0,
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"global_step": 5184,
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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": 0.19,
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"learning_rate": 1.1006624327177277e-05,
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"loss": 0.5498,
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"step": 500
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},
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{
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"epoch": 0.39,
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"learning_rate": 9.831707127435894e-06,
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"loss": 0.0055,
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"step": 1000
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},
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{
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"epoch": 0.58,
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"learning_rate": 8.65678992769451e-06,
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"loss": 0.001,
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"step": 1500
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},
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{
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"epoch": 0.77,
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"learning_rate": 7.481872727953127e-06,
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"loss": 0.0006,
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"step": 2000
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},
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{
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"epoch": 0.96,
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"learning_rate": 6.306955528211745e-06,
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"loss": 0.0004,
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"step": 2500
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 1.0,
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"eval_f1": 1.0,
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"eval_loss": 0.0002100470446748659,
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"eval_precision": 1.0,
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"eval_recall": 1.0,
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"eval_runtime": 7.6009,
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"eval_samples_per_second": 227.343,
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"step": 2592
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},
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{
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"epoch": 1.16,
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"learning_rate": 5.132038328470361e-06,
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"loss": 0.0003,
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"step": 3000
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},
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{
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"epoch": 1.35,
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"learning_rate": 3.957121128728978e-06,
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"loss": 0.0002,
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"step": 3500
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},
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{
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"epoch": 1.54,
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"learning_rate": 2.782203928987595e-06,
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"loss": 0.0002,
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"step": 4000
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},
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{
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"epoch": 1.74,
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"learning_rate": 1.607286729246212e-06,
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"loss": 0.0002,
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"step": 4500
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},
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{
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"epoch": 1.93,
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"learning_rate": 4.32369529504829e-07,
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"loss": 0.0002,
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"step": 5000
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 1.0,
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"eval_f1": 1.0,
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"eval_loss": 0.00010512841981835663,
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"eval_precision": 1.0,
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"eval_recall": 1.0,
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"eval_runtime": 6.9986,
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"eval_samples_per_second": 246.906,
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"step": 5184
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}
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],
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"max_steps": 5184,
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"num_train_epochs": 2,
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"total_flos": 75291742265508.0,
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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 sha256:051d72d8b42694a0e4c65d371685b928f2bb09bd18868d65f1b7a0d5b943fae1
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size 2351
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vocab.txt
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