What is Unsloth?
It is a tool that enables fast and efficient local LLM finetuning. It uses a manual autograd engine and Flash Attention v2 to achieve 2-5x speedup and 50% memory reduction compared to QLoRA, without compromising accuracy.
Unsloth is a tool in the Large Language Model Tools category of a tech stack.
Unsloth is an open source tool with 45.3K GitHub stars and 3.7K GitHub forks. Here’s a link to Unsloth's open source repository on GitHub
Who uses Unsloth?
Developers
Unsloth Integrations
Unsloth's Features
- 2x to 5x faster than QLoRA. 50% less memory usage
- All kernels written in OpenAI's Triton language
- 0% loss in accuracy - no approximation methods - all exact
- No change of hardware necessary
Unsloth Alternatives & Comparisons
What are some alternatives to Unsloth?
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