Commit ·
ed51040
1
Parent(s): 4cdac1b
Added files
Browse files- config.json +40 -0
- pytorch_model.bin +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- trainer_state.json +48 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "UBC-NLP/MARBERT",
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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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"id2label": {
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"0": "Positive",
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"1": "Neutral",
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"2": "Negative"
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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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"Negative": 2,
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"Neutral": 1,
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"Positive": 0
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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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"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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"transformers_version": "4.3.3",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 100000
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}
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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:e6b4905f6f48e1a2e3a1e1f6b05367a2776a21173a56ddef1c8c6df78bd77e6a
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size 651463945
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:96a5975363265155dbc50eaaa15f893e4bac4a9941a41bc0171d5977ddcdf3d9
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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": true, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "do_basic_tokenize": true, "never_split": null, "special_tokens_map_file": null, "name_or_path": "UBC-NLP/MARBERT"}
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trainer_state.json
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{
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"best_metric": 0.8211337852223485,
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"best_model_checkpoint": "./train/run-25/checkpoint-1375",
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"epoch": 1.0,
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"global_step": 1375,
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"is_hyper_param_search": true,
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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": 0.36,
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"learning_rate": 2.1231225195028302e-05,
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"loss": 0.4399,
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"step": 500
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},
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{
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"epoch": 0.73,
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"learning_rate": 5.177088990820726e-06,
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"loss": 0.3702,
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"step": 1000
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.8641818181818182,
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"eval_average_recall": 0.8178683917059567,
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"eval_loss": 0.33707520365715027,
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"eval_macro_f1": 0.8211337852223485,
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"eval_macro_f1_neg": 0.7398609501738123,
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"eval_macro_f1_pos": 0.8204693242861183,
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"eval_macro_f1_pos_neg": 0.7801651372299653,
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"eval_rec_neg": 0.7239229024943311,
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"eval_rec_neu": 0.9071199143468951,
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"eval_rec_pos": 0.822562358276644,
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"eval_runtime": 24.4173,
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"eval_samples_per_second": 450.499,
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"step": 1375
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}
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],
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"max_steps": 1375,
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"num_train_epochs": 1,
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"total_flos": 0,
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"trial_name": null,
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"trial_params": {
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"learning_rate": 3.0000000000000004e-05,
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"num_train_epochs": 1,
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"seed": 12345
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}
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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:c6d809fcd76e257718481b5090b0b64335aececdf45ff93a4a88b45185260a2f
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size 2159
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vocab.txt
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