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Daniel Han 2023-12-01 01:38:47 +11:00 • committed by GitHub
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# Unsloth
### 2x faster 50% less memory LLM finetuning on a single GPU.
<img src="./images/unsloth logo only.png" width="300" />
## 2x faster 50% less memory LLM finetuning
* Manual autograd engine.
* All kernels written in OpenAI's Triton language.
* 0% loss in accuracy.
@ -87,3 +88,5 @@ Change `cu121` to `cu118` for CUDA version 11.8 or 12.1. Go to https://pytorch.o
!ldconfig /usr/lib64-nvidia
```
2. Windows is not supported as of yet - we rely on Xformers and Triton support, so until both packages support Windows officially, Unsloth will then support Windows.
<img src="./images/unsloth loading page render.png" width="300" />