Sanzana Lora
commited on
Upload 12 files
Browse files- config.json +29 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scaler.pt +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- trainer_state.json +91 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "csebuetnlp/banglabert",
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"architectures": [
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"ElectraForQuestionAnswering"
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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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"embedding_size": 768,
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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": "electra",
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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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"summary_activation": "gelu",
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"summary_last_dropout": 0.1,
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"summary_type": "first",
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"summary_use_proj": true,
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"torch_dtype": "float32",
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"transformers_version": "4.11.0.dev0",
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"type_vocab_size": 2,
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"vocab_size": 32000
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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:fa7057d50140440a4dfc051f3e9eef2dd075d11f03abc4e3222738c9fe28db8c
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size 880351213
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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:a667e75aedbdfc8533111cbedad354af201d4ed90237a0013bee390c7ef73967
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size 440202935
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:454baa985578fa4e6b76f29aa8cb4a680f2b93746cb63bed29e496eff0dbf19f
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size 14657
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scaler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:38e985eb8bf02ef58974d91bc1d920b2617a41af091b03e6ddbcd3b7548fe4b3
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size 559
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:b87b31a4f6d7c6c86fb05a846d47b963003587f8be413dabd8e691bb146ddbc4
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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": false, "strip_accents": null, "special_tokens_map_file": null, "full_tokenizer_file": null, "name_or_path": "csebuetnlp/banglabert", "do_basic_tokenize": true, "never_split": null, "tokenizer_class": "ElectraTokenizer"}
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trainer_state.json
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{
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"best_metric": 73.85502277098726,
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"best_model_checkpoint": "outputs/banglabert/checkpoint-348",
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"epoch": 2.9941081949651847,
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"global_step": 348,
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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": 0.01,
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"learning_rate": 1.4285714285714286e-06,
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"loss": 6.0104,
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"step": 1
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},
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{
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"epoch": 0.99,
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"learning_rate": 3.7060702875399364e-05,
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"loss": 2.8926,
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"step": 116
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},
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{
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"epoch": 0.99,
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"eval_HasAns_exact": 54.036770583533176,
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"eval_HasAns_f1": 67.53514335825187,
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"eval_HasAns_total": 1251,
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"eval_NoAns_exact": 77.61790567545964,
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"eval_NoAns_f1": 77.61790567545964,
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"eval_NoAns_total": 1251,
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"eval_best_exact": 65.78737010391687,
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"eval_best_exact_thresh": 0.0,
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"eval_best_f1": 72.53655649127667,
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"eval_best_f1_thresh": 0.0,
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"eval_exact": 65.8273381294964,
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"eval_f1": 72.5765245168559,
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"eval_total": 2502,
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"step": 116
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},
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{
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"epoch": 1.99,
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"learning_rate": 1.8530351437699682e-05,
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"loss": 1.5349,
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"step": 232
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},
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{
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"epoch": 1.99,
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"eval_HasAns_exact": 57.95363709032774,
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"eval_HasAns_f1": 71.37777157674782,
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"eval_HasAns_total": 1251,
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"eval_NoAns_exact": 74.74020783373301,
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"eval_NoAns_f1": 74.74020783373301,
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"eval_NoAns_total": 1251,
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"eval_best_exact": 66.30695443645084,
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"eval_best_exact_thresh": 0.0,
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"eval_best_f1": 73.01902167966134,
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"eval_best_f1_thresh": 0.0,
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"eval_exact": 66.34692246203038,
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"eval_f1": 73.05898970524055,
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"eval_total": 2502,
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"step": 232
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},
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{
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"epoch": 2.99,
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"learning_rate": 0.0,
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"loss": 1.3596,
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"step": 348
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},
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{
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"epoch": 2.99,
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"eval_HasAns_exact": 58.113509192645886,
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"eval_HasAns_f1": 71.8507329920142,
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"eval_HasAns_total": 1251,
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"eval_NoAns_exact": 75.85931254996004,
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"eval_NoAns_f1": 75.85931254996004,
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"eval_NoAns_total": 1251,
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"eval_best_exact": 66.94644284572342,
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"eval_best_exact_thresh": 0.0,
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"eval_best_f1": 73.81505474540803,
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"eval_best_f1_thresh": 0.0,
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"eval_exact": 66.98641087130295,
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"eval_f1": 73.85502277098726,
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"eval_total": 2502,
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"step": 348
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}
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],
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"max_steps": 348,
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"num_train_epochs": 3,
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"total_flos": 7.010369880983654e+16,
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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:cd7e8f3c56375cecd206552b943c457c34f532825daf728bd8f71525a48fb161
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size 2671
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vocab.txt
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