Harish Tayyar Madabushi
commited on
Commit
•
8a383e0
1
Parent(s):
f5dbae5
Added model
Browse files- config.json +31 -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 +66 -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-multilingual-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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"directionality": "bidi",
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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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"pooler_fc_size": 768,
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"pooler_num_attention_heads": 12,
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"pooler_num_fc_layers": 3,
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"pooler_size_per_head": 128,
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"pooler_type": "first_token_transform",
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"transformers_version": "4.7.0.dev0",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 119547
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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:bb862428f3ddf756e3a9f04c6f6f5a7f50f158fbf32d5e82f6929468ba38cc44
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size 1422961790
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:27a915e37d09d1496494851fa2a44549ea1bdab53876ba2f55343132de1f59ae
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size 711507289
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:9759f3edf51897e718c679571cf0b5cd9f78b679cce0fa7fa8ab82e6c4aee587
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size 14583
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:ae59b6a5b3b3b0fd9d285b7cce4acf79bc8b62aa976f03772764daa5bc0594ab
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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-multilingual-cased"}
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trainer_state.json
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{
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"best_metric": 0.6995214627526606,
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"best_model_checkpoint": "OUTPUT/bert-base-multilingual-cased/TrueTrue-0/2/checkpoint-185",
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"epoch": 5.0,
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"global_step": 185,
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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": 0.6959707140922546,
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"eval_f1": 0.6786898326460307,
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"eval_loss": 0.788184404373169,
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"eval_runtime": 0.8371,
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"eval_samples_per_second": 326.123,
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"eval_steps_per_second": 41.811,
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"step": 37
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.692307710647583,
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"eval_f1": 0.6671150343281491,
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"eval_loss": 1.1533812284469604,
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"eval_runtime": 0.8258,
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"eval_samples_per_second": 330.582,
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"eval_steps_per_second": 42.382,
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"step": 74
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.6849817037582397,
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"eval_f1": 0.6743889638626481,
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"eval_loss": 1.2551110982894897,
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"eval_runtime": 0.8312,
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"eval_samples_per_second": 328.438,
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"eval_steps_per_second": 42.107,
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"step": 111
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},
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{
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"epoch": 4.0,
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"eval_accuracy": 0.7142857313156128,
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"eval_f1": 0.6986228813559321,
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"eval_loss": 1.4493803977966309,
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"eval_runtime": 0.8299,
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"eval_samples_per_second": 328.971,
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"eval_steps_per_second": 42.176,
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"step": 148
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},
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{
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"epoch": 5.0,
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"eval_accuracy": 0.7179487347602844,
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"eval_f1": 0.6995214627526606,
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"eval_loss": 1.687732219696045,
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"eval_runtime": 0.8762,
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"eval_samples_per_second": 311.586,
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"eval_steps_per_second": 39.947,
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"step": 185
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}
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],
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"max_steps": 333,
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"num_train_epochs": 9,
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"total_flos": 794969066465280.0,
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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
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:0bcbcffd602b071ac3e1c43bf7b9860e749a7ed3092c7f4b2a265c8ef8e04942
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size 2479
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vocab.txt
ADDED
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