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tasksource
/
UltraBERT-150M-clairic-extraction

Token Classification
Transformers
ONNX
Safetensors
English
ultrabert
information-extraction
extractive-qa
ner
span-extraction
tasksource
custom_code
Model card Files Files and versions
xet
Community

Instructions to use tasksource/UltraBERT-150M-clairic-extraction with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use tasksource/UltraBERT-150M-clairic-extraction with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("token-classification", model="tasksource/UltraBERT-150M-clairic-extraction", trust_remote_code=True)
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForTokenClassification
    
    tokenizer = AutoTokenizer.from_pretrained("tasksource/UltraBERT-150M-clairic-extraction", trust_remote_code=True)
    model = AutoModelForTokenClassification.from_pretrained("tasksource/UltraBERT-150M-clairic-extraction", trust_remote_code=True, device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
UltraBERT-150M-clairic-extraction
813 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 7 commits
sileod's picture
sileod
Card: LocalLLaMA/typed-extraction zero-shot result
26bccb1 verified 3 days ago
  • eval
    Predictions on LocalLLaMA/typed-extraction test (zero-shot) 3 days ago
  • onnx
    ONNX int8 export (weight-only MatMulNBits 8-bit, fp16 embeddings) 4 days ago
  • .gitattributes
    1.52 kB
    initial commit 4 days ago
  • README.md
    13.2 kB
    Card: LocalLLaMA/typed-extraction zero-shot result 3 days ago
  • config.json
    1.98 kB
    UltraBERT-150M-clairic-extraction 4 days ago
  • configuration_ultrabert.py
    2.21 kB
    UltraBERT-150M-clairic-extraction 4 days ago
  • model.safetensors
    604 MB
    xet
    UltraBERT-150M-clairic-extraction 4 days ago
  • modeling_ultrabert.py
    31.9 kB
    UltraBERT-150M-clairic-extraction 4 days ago
  • tokenizer.json
    3.52 MB
    UltraBERT-150M-clairic-extraction 4 days ago
  • tokenizer_config.json
    815 Bytes
    UltraBERT-150M-clairic-extraction 4 days ago