Instructions to use dwmit/ja_classification_brl with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use dwmit/ja_classification_brl with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="dwmit/ja_classification_brl")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("dwmit/ja_classification_brl") model = AutoModelForTokenClassification.from_pretrained("dwmit/ja_classification_brl", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, step 500
Browse files- .gitattributes +2 -0
- .gitignore +1 -0
- config.json +35 -0
- pytorch_model.bin +3 -0
- runs/Jul07_12-15-56_eimtest-ESC4000-G4/1688721387.76175/events.out.tfevents.1688721387.eimtest-ESC4000-G4.1618890.1 +3 -0
- runs/Jul07_12-15-56_eimtest-ESC4000-G4/events.out.tfevents.1688721387.eimtest-ESC4000-G4.1618890.0 +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +3 -0
- tokenizer_config.json +13 -0
- training_args.bin +3 -0
- vocab.txt +3 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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vocab.txt filter=lfs diff=lfs merge=lfs -text
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.gitignore
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checkpoint-*/
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config.json
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{
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"_name_or_path": "dicta-il/BEREL_2.0",
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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": "B-JA",
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"1": "B-NJA"
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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-JA": 0,
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"B-NJA": 1
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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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"rabbinic": true,
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"torch_dtype": "float32",
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"transformers_version": "4.28.1",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 128000
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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 sha256:4781b58c10e76bbac272602779463c7799562a89e03f87b0f611ed3b7f42a534
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size 735097325
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runs/Jul07_12-15-56_eimtest-ESC4000-G4/1688721387.76175/events.out.tfevents.1688721387.eimtest-ESC4000-G4.1618890.1
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version https://git-lfs.github.com/spec/v1
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runs/Jul07_12-15-56_eimtest-ESC4000-G4/events.out.tfevents.1688721387.eimtest-ESC4000-G4.1618890.0
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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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version https://git-lfs.github.com/spec/v1
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size 3536443
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tokenizer_config.json
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{
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"clean_up_tokenization_spaces": true,
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"cls_token": "[CLS]",
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"do_lower_case": true,
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"mask_token": "[MASK]",
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"model_max_length": 512,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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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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size 3707
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vocab.txt
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version https://git-lfs.github.com/spec/v1
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size 1458922
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