Agent skill · software engineering · davila7
unsloth
Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization
Why this skill is useful
Provides domain-specific knowledge and optimization techniques for fine-tuning models using Unsloth that the AI wouldn't reliably generate on its own.
What it needs
Requires datasets, peft, torch, transformers, trl, unsloth installed locally. About 1k tokens when loaded. Last updated 2026-08-06. 30,138 stars on the source repository.
What this skill does
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 Common Patterns Quick reference patterns will be added as you use the skill. Reference Files This skill includes comprehensive documentation in references/: llms-txt.md - Llms-Txt documentation Use view to read specific reference files when detailed information is needed. Working with This Skill For Beginners Start with the gettingstarted or tutorials reference files for foundational concepts. For Specific Features Use the appropriate category reference file (api, guides, etc.) for detailed information. For Code Examples The quick reference section above contains common patterns extracted from the official docs. Resources references/ Organized documentation extracted from official sources. These files contain: Detailed explanations Code examples with language annotations Links to original documentation Table of contents for quick navigation scripts/ Add helper scripts here for common automation tasks. assets/ Add templates, boilerplate, or example projects here. Notes This skill was automatically generated from official documentation Reference files preserve the structure and examples from source docs Code examples include language detection for better syntax highlighting Quick reference patterns are extracted from common usage examples in the docs Updating To refresh this skill with updated documentation: 1. Re-run the scraper with the same configuration 2. The skill will be rebuilt with the latest information <!-- Trigger re-upload 1763621536 -->
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills davila7/fine-tuning-unsloth