Instructions to use Intel/dynamic_tinybert with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use 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="Intel/dynamic_tinybert")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForQuestionAnswering tokenizer = AutoTokenizer.from_pretrained("Intel/dynamic_tinybert") model = AutoModelForQuestionAnswering.from_pretrained("Intel/dynamic_tinybert", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
-
Adding ONNX file of this model
Verified signatureBeep boop I am the [ONNX export bot 🤖🏎️](https://huggingface.co/spaces/onnx/export). On behalf of [rdawebb](https://huggingface.co/rdawebb), I would like to add to this repository the model converted to ONNX. What is ONNX? It stands for "Open Neural Network Exchange", and is the most commonly used open standard for machine learning interoperability. You can find out more at [onnx.ai](https://onnx.ai/)! The exported ONNX model can be then be consumed by various backends as TensorRT or TVM, or simply be used in a few lines with 🤗 Optimum through ONNX Runtime, check out how [here](https://huggingface.co/docs/optimum/main/en/onnxruntime/usage_guides/models)!84b3459
-
Update README.md (#3)
Verified signature- Update README.md (200b5f9861154f46bee309ab95497ba6292d0aaa) Co-authored-by: yingshaoxo <yingshaoxo@users.noreply.huggingface.co>cd8fba8
-
Update README.md
5320b62
-
Update README.md
caa34c0
-
model documentation (#1)
- model documentation (bece709ea28e0b60e6a80b1c2f57cee6cbdebe6f) Co-authored-by: Nazneen Rajani <nazneen@users.noreply.huggingface.co>9946b1d
-
uploading model
a091849 -
initial commit
536afbc