Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Hardware
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

Felladrin
/
onnx-Intel-dynamic_tinybert

Question Answering
Transformers
ONNX
bert
Model card Files Files and versions
xet
Community

Instructions to use Felladrin/onnx-Intel-dynamic_tinybert with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use Felladrin/onnx-Intel-dynamic_tinybert with Transformers:

    # Use a pipeline as a high-level helper
    # Warning: Pipeline type "question-answering" is no longer supported in transformers v5.
    # You must load the model directly (see below) or downgrade to v4.x with:
    # pip install "transformers<5.0.0"
    from transformers import pipeline
    
    pipe = pipeline("question-answering", model="Felladrin/onnx-Intel-dynamic_tinybert")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForQuestionAnswering
    
    tokenizer = AutoTokenizer.from_pretrained("Felladrin/onnx-Intel-dynamic_tinybert")
    model = AutoModelForQuestionAnswering.from_pretrained("Felladrin/onnx-Intel-dynamic_tinybert", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
onnx-Intel-dynamic_tinybert / onnx
333 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 1 commit
Felladrin's picture
Felladrin
Upload folder using huggingface_hub
715ad2a verified over 2 years ago
  • decoder_model_merged.onnx
    266 MB
    xet
    Upload folder using huggingface_hub over 2 years ago
  • decoder_model_merged_quantized.onnx
    67 MB
    xet
    Upload folder using huggingface_hub over 2 years ago