Token Classification
Transformers
PyTorch
TensorBoard
bert
Generated from Trainer
Eval Results (legacy)
Instructions to use thientran/bert-finetuned-ner with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use thientran/bert-finetuned-ner with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="thientran/bert-finetuned-ner")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("thientran/bert-finetuned-ner") model = AutoModelForTokenClassification.from_pretrained("thientran/bert-finetuned-ner") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 1
Browse files- .gitignore +1 -0
- config.json +48 -0
- pytorch_model.bin +3 -0
- runs/Aug14_07-35-03_bf45104d72a4/1660462514.241987/events.out.tfevents.1660462514.bf45104d72a4.57.1 +3 -0
- runs/Aug14_07-35-03_bf45104d72a4/1660468013.7155948/events.out.tfevents.1660468013.bf45104d72a4.57.3 +3 -0
- runs/Aug14_07-35-03_bf45104d72a4/1660468978.1741056/events.out.tfevents.1660468978.bf45104d72a4.57.5 +3 -0
- runs/Aug14_07-35-03_bf45104d72a4/1660469199.2402933/events.out.tfevents.1660469199.bf45104d72a4.57.7 +3 -0
- runs/Aug14_07-35-03_bf45104d72a4/events.out.tfevents.1660462514.bf45104d72a4.57.0 +3 -0
- runs/Aug14_07-35-03_bf45104d72a4/events.out.tfevents.1660468013.bf45104d72a4.57.2 +3 -0
- runs/Aug14_07-35-03_bf45104d72a4/events.out.tfevents.1660468978.bf45104d72a4.57.4 +3 -0
- runs/Aug14_07-35-03_bf45104d72a4/events.out.tfevents.1660469199.bf45104d72a4.57.6 +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +14 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
.gitignore
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checkpoint-*/
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config.json
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{
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"_name_or_path": "bert-base-cased",
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"architectures": [
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"BertForTokenClassification"
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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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"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": "O",
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"1": "B-PER",
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"2": "I-PER",
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"3": "B-ORG",
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"4": "I-ORG",
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"5": "B-LOC",
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"6": "I-LOC",
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"7": "B-MISC",
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"8": "I-MISC"
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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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"B-LOC": "5",
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"B-MISC": "7",
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"B-ORG": "3",
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"B-PER": "1",
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"I-LOC": "6",
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"I-MISC": "8",
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"I-ORG": "4",
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"I-PER": "2",
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"O": "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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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.21.1",
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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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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:6b080776fe90b73f42b4872a20b3f669194888801708e667aa7b564dc1e3bd6d
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size 430974001
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runs/Aug14_07-35-03_bf45104d72a4/1660462514.241987/events.out.tfevents.1660462514.bf45104d72a4.57.1
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runs/Aug14_07-35-03_bf45104d72a4/1660468013.7155948/events.out.tfevents.1660468013.bf45104d72a4.57.3
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runs/Aug14_07-35-03_bf45104d72a4/1660468978.1741056/events.out.tfevents.1660468978.bf45104d72a4.57.5
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runs/Aug14_07-35-03_bf45104d72a4/1660469199.2402933/events.out.tfevents.1660469199.bf45104d72a4.57.7
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runs/Aug14_07-35-03_bf45104d72a4/events.out.tfevents.1660462514.bf45104d72a4.57.0
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runs/Aug14_07-35-03_bf45104d72a4/events.out.tfevents.1660468013.bf45104d72a4.57.2
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runs/Aug14_07-35-03_bf45104d72a4/events.out.tfevents.1660468978.bf45104d72a4.57.4
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runs/Aug14_07-35-03_bf45104d72a4/events.out.tfevents.1660469199.bf45104d72a4.57.6
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size 4467
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special_tokens_map.json
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{
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"cls_token": "[CLS]",
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"mask_token": "[MASK]",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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}
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tokenizer.json
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tokenizer_config.json
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{
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"cls_token": "[CLS]",
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"do_lower_case": false,
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"mask_token": "[MASK]",
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"model_max_length": 512,
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"name_or_path": "bert-base-cased",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"special_tokens_map_file": null,
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"strip_accents": null,
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"tokenize_chinese_chars": true,
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"tokenizer_class": "BertTokenizer",
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"unk_token": "[UNK]"
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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:f970a79b7072022e2bcbd833ca1eb433b0c1a2a1185a7d65a80c82385c194dcf
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size 3311
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vocab.txt
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