Tutorials

Feel free to delve into these tutorials and unlock the features in just a matter of minutes.

Feature	Task	Model	Notebook Link
Static and dynamic post training quantization	language-modeling	Bert-Base	Notebook
Static and dynamic post training quantization	Multiple Choice	Bert-Base	Notebook
Static and dynamic post training quantization	Question Answering	MiniLM (Distilled from RoBERTa Large)	Notebook
Static and dynamic post training quantization	Question Answering	Bert Large	Notebook
Dynamic post training quantization	Summarization	Bert Base	Notebook
Static and dynamic post training quantization	Token Classification	Distilbert Base	Notebook
Dynamic post training quantization	Translation	T5 small	Notebook
Static and dynamic post training quantization	Text Classification	Bert Base	Notebook
Pruning	Text Classification	Bert base	Notebook
Distillation	Question Answering	Specified by user	Notebook
Distillation	Text Classification	Specified by user	Notebook
Prune Once for All	Text Classification	Bert base	Notebook
Prune Once for All	Text Classification	Bert Mini	Notebook
Prune Once for ALL	Question Answering	Specified by user	Notebook
Prune Once for ALL	Question Answering	Bert Mini	Notebook
Length-Adaptive Training and post training quantization	Question Answering	MiniLM	Notebook
Early Exit (SWEET)	Text Classification	Bert Base	Notebook
Early Exit (TangoBERT)	Text Classification	Roberta Base + Bert Tiny	Notebook
SetFit	Text Classification	MiniLM	Notebook