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 |