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Upload Folder JointBERT-CRF_PhoBERTencoder
Browse files- JointBERT-CRF_PhoBERTencoder/config.json +26 -0
- JointBERT-CRF_PhoBERTencoder/eval_dev_results.txt +8 -0
- JointBERT-CRF_PhoBERTencoder/eval_test_results.txt +8 -0
- JointBERT-CRF_PhoBERTencoder/events.out.tfevents.1617863943.d86fb58144ae.20305.0 +3 -0
- JointBERT-CRF_PhoBERTencoder/pytorch_model.bin +3 -0
- JointBERT-CRF_PhoBERTencoder/training_args.bin +3 -0
JointBERT-CRF_PhoBERTencoder/config.json
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{
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"_name_or_path": "vinai/phobert-base",
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"architectures": [
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"JointPhoBERT"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"eos_token_id": 2,
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"finetuning_task": "word-level",
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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-05,
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"max_position_embeddings": 258,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"tokenizer_class": "PhobertTokenizer",
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"type_vocab_size": 1,
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"vocab_size": 64001
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}
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JointBERT-CRF_PhoBERTencoder/eval_dev_results.txt
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***** Eval results *****
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intent_acc = 0.984
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loss = 0.7875628210604191
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mean_intent_slot = 0.9723264354415622
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semantic_frame_acc = 0.874
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slot_f1 = 0.9606528708831245
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slot_precision = 0.959254947613504
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slot_recall = 0.9620548744892002
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JointBERT-CRF_PhoBERTencoder/eval_test_results.txt
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***** Eval results *****
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intent_acc = 0.973124300111982
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loss = 0.9325816652604512
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mean_intent_slot = 0.9598045425009019
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semantic_frame_acc = 0.8533034714445689
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slot_f1 = 0.9464847848898217
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slot_precision = 0.9445026178010472
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slot_recall = 0.9484752891692955
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JointBERT-CRF_PhoBERTencoder/events.out.tfevents.1617863943.d86fb58144ae.20305.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:cbe6f738dce99ab0769bc25063ad5cd2017725eb5789e7dbf61081166cf81c32
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size 17078
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JointBERT-CRF_PhoBERTencoder/pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:9e6947fac4a325becd62e5932ca6d2f7d15014d486ac30308e56bfd9b0e7d451
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size 540968940
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JointBERT-CRF_PhoBERTencoder/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:3a16e0479297d9c9fe69f4fa4041819e22092ff6145f8e97d5eb56c74180e07b
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size 1583
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