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a-proton
/
nepali-ner-lora

PEFT
Safetensors
Transformers
lora
Model card Files Files and versions
xet
Community

Instructions to use a-proton/nepali-ner-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use a-proton/nepali-ner-lora with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForTokenClassification
    
    base_model = AutoModelForTokenClassification.from_pretrained("google-bert/bert-base-multilingual-cased")
    model = PeftModel.from_pretrained(base_model, "a-proton/nepali-ner-lora")
  • Transformers

    How to use a-proton/nepali-ner-lora with Transformers:

    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("a-proton/nepali-ner-lora", dtype="auto")
  • Notebooks
  • Google Colab
  • Kaggle
nepali-ner-lora
13.9 MB
Ctrl+K
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  • 1 contributor
History: 10 commits
a-proton's picture
a-proton
Upload data_splits.json with huggingface_hub
d286856 verified about 1 month ago
  • .gitattributes
    1.52 kB
    initial commit about 1 month ago
  • README.md
    5.2 kB
    Nepali NER LoRA - F1: 78.34% about 1 month ago
  • adapter_config.json
    1.05 kB
    Update: LoRA all attention - 81.87% F1 (seed456: 81.81%) about 1 month ago
  • adapter_model.safetensors
    10.7 MB
    xet
    Update: LoRA all attention - 81.87% F1 (seed456: 81.81%) about 1 month ago
  • data_splits.json
    143 Bytes
    Upload data_splits.json with huggingface_hub about 1 month ago
  • results.json
    272 Bytes
    Upload results.json with huggingface_hub about 1 month ago
  • test_set.json
    341 kB
    Upload test_set.json with huggingface_hub about 1 month ago
  • tokenizer.json
    2.92 MB
    Nepali NER LoRA - F1: 79.51% about 1 month ago
  • tokenizer_config.json
    323 Bytes
    Nepali NER LoRA - F1: 79.51% about 1 month ago