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2.1 KiB
2.1 KiB
What Works
Loader | Loading 1 LoRA | Loading 2 or more LoRAs | Training LoRAs | Multimodal extension | Perplexity evaluation |
---|---|---|---|---|---|
Transformers | ✅ | ❌ | ✅* | ✅ | ✅ |
ExLlama_HF | ✅ | ❌ | ❌ | ❌ | ✅ |
ExLlamav2_HF | ✅ | ✅ | ❌ | ❌ | ✅ |
ExLlama | ✅ | ❌ | ❌ | ❌ | use ExLlama_HF |
ExLlamav2 | ✅ | ✅ | ❌ | ❌ | use ExLlamav2_HF |
AutoGPTQ | ✅ | ❌ | ❌ | ✅ | ✅ |
GPTQ-for-LLaMa | ✅** | ❌ | ✅ | ✅ | ✅ |
llama.cpp | ❌ | ❌ | ❌ | ❌ | use llamacpp_HF |
llamacpp_HF | ❌ | ❌ | ❌ | ❌ | ✅ |
ctransformers | ❌ | ❌ | ❌ | ❌ | ❌ |
AutoAWQ | ? | ❌ | ? | ? | ✅ |
❌ = not implemented
✅ = implemented
* Training LoRAs with GPTQ models also works with the Transformers loader. Make sure to check "auto-devices" and "disable_exllama" before loading the model.
** Requires the monkey-patch. The instructions can be found here.