Individual skill
unsloth
Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization
skills/vendor-ai-research/unsloth/SKILL.md
Source commit 584fd06f295bda51712311794e63ee7b7a68f930
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 1,333
- Repository last updated
- Oct 9, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent-skills Repository topic
- agents Repository topic
- ai Repository topic
- ai-agents Repository topic
- ai-scientist Repository topic
- artificial-intelligence Repository topic
- autonomous-agents Repository topic
- autonomous-research Repository topic
- autoresearch Repository topic
- claude-code Repository topic
- fine-tuning Declared skill tag
- unsloth Declared skill tag
- fast-training Declared skill tag
- lora Declared skill tag
- qlora Declared skill tag
- memory-efficient Declared skill tag
- optimization Declared skill tag
- llama Declared skill tag
- mistral Declared skill tag
- gemma Declared skill tag
- qwen Declared skill tag
- engineering Derived category
Files and excerpt
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SKILL.mdcore · 2,307 bytesSKILL.mdcore · 2,307 bytesreferences/index.mddoc · 98 bytesreferences/llms-full.mddoc · 1,077,222 bytesreferences/llms-txt.mddoc · 813,092 bytesreferences/llms.mddoc · 12,507 bytes
Read excerpt
# Unsloth Skill
Comprehensive assistance with unsloth development, generated from official documentation.
## When to Use This Skill
This skill should be triggered when:
- Working with unsloth
- Asking about unsloth features or APIs
- Implementing unsloth solutions
- Debugging unsloth code
- Learning unsloth best practices
## Quick Reference