Individual skill
unsloth
Provides guidance on fine-tuning large language models with Unsloth, a library for faster, lower-memory training using LoRA and QLoRA, based on its official documentation (references/llms-txt.md). Use when setting up LoRA or QLoRA fine-tuning of an LLM with Unsloth, reducing GPU memory use during training, looking up Unsloth features or APIs, debugging Unsloth training code, or learning Unsloth best practices. Not for general model training with plain Hugging Face Transformers or PEFT without Unsloth.
plugins/KalarisLabs/research-agent-skills/skills/unsloth/SKILL.md
Source commit d780783eba4ecc7c8b9429f95c9362df95f07c61
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- Yes
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- Yes
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- No
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- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 4, 2026
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- Repository stars (not skill ratings)
- 1,532
- Repository last updated
- Nov 6, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
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SKILL.mdcore · 5,161 bytesSKILL.mdcore · 5,161 bytesreferences/index.mddoc · 98 bytesreferences/llms-full.mddoc · 1,077,220 bytesreferences/llms-txt.mddoc · 813,086 bytesreferences/llms.mddoc · 12,507 bytes
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# 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