Instructions to use deepset/tinybert-6l-768d-squad2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use deepset/tinybert-6l-768d-squad2 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="deepset/tinybert-6l-768d-squad2")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForQuestionAnswering tokenizer = AutoTokenizer.from_pretrained("deepset/tinybert-6l-768d-squad2") model = AutoModelForQuestionAnswering.from_pretrained("deepset/tinybert-6l-768d-squad2", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
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Adding `safetensors` variant of this model
This is an automated PR created with https://huggingface.co/spaces/safetensors/convert This new file is equivalent to `pytorch_model.bin` but safe in the sense that no arbitrary code can be put into it. These files also happen to load much faster than their pytorch counterpart: https://colab.research.google.com/github/huggingface/notebooks/blob/main/safetensors_doc/en/speed.ipynb The widgets on your model page will run using this model even if this is not merged making sure the file actually works. If you find any issues: please report here: https://huggingface.co/spaces/safetensors/convert/discussions Feel free to ignore this PR.d3689eb
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Add verifyToken field to verify evaluation results are produced by Hugging Face's automatic model evaluator (#4)
Sebastian +1: autoevaluator - Add verifyToken field to verify evaluation results are produced by Hugging Face's automatic model evaluator (18fbc0b43dc6138c1b332f638d383f53d802fffb) Co-authored-by: Evaluation Bot <autoevaluator@users.noreply.huggingface.co>2e1428b
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Add evaluation results on the squad_v2 config of squad_v2 (#1)
- Add evaluation results on the squad_v2 config of squad_v2 (a17b7ec8b3fc3449f5f4edc0eb4e936e1add6809) Co-authored-by: Evaluation Bot <autoevaluator@users.noreply.huggingface.co>d2f54c1 -
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