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🤗 pets
Parameter-Efficient Tuning at Scale with 🤗 Accelerate
Supported moethods:
- Prefix Tuning
- P-Tuning
- Prompt Tuning
- LoRA [in progress]
Models support matrix
Sequence Classification
| Prefix Tuning | P-Tuning | Prompt Tuning | LoRA | |
|---|---|---|---|---|
| RoBERTa | ✅ | ✅ | ✅ | |
| BERT | ✅ | ✅ | ✅ | |
| Deberta-v2 | ||||
| BloomX | ||||
| Bloom | ||||
| mT-0 | ||||
| T-0 | ||||
| T5 | ||||
| GPT-2 | ||||
| BART |
Languages
Python
99.8%
Makefile
0.2%