{"id":"unsloth","name":"unsloth","summary":"Unslothの迅速なファインチューニングに関する専門家のガイダンス - 2〜5倍の速いトレーニング、50〜80%のメモリ削減、LoRA/QLoRA最適化","body":"# Unsloth Skill\n\nComprehensive assistance with unsloth development, generated from official documentation.\n\n## When to Use This Skill\n\nThis skill should be triggered when:\n- Working with unsloth\n- Asking about unsloth features or APIs\n- Implementing unsloth solutions\n- Debugging unsloth code\n- Learning unsloth best practices\n\n## Quick Reference\n\n### Common Patterns\n\n*Quick reference patterns will be added as you use the skill.*\n\n## Reference Files\n\nThis skill includes comprehensive documentation in `references/`:\n\n- **llms-txt.md** - Llms-Txt documentation\n\nUse `view` to read specific reference files when detailed information is needed.\n\n## Working with This Skill\n\n### For Beginners\nStart with the getting_started or tutorials reference files for foundational concepts.\n\n### For Specific Features\nUse the appropriate category reference file (api, guides, etc.) for detailed information.\n\n### For Code Examples\nThe quick reference section above contains common patterns extracted from the official docs.\n\n## Resources\n\n### references/\nOrganized documentation extracted from official sources. These files contain:\n- Detailed explanations\n- Code examples with language annotations\n- Links to original documentation\n- Table of contents for quick navigation\n\n### scripts/\nAdd helper scripts here for common automation tasks.\n\n### assets/\nAdd templates, boilerplate, or example projects here.\n\n## Notes\n\n- This skill was automatically generated from official documentation\n- Reference files preserve the structure and examples from source docs\n- Code examples include language detection for better syntax highlighting\n- Quick reference patterns are extracted from common usage examples in the docs\n\n## Updating\n\nTo refresh this skill with updated documentation:\n1. Re-run the scraper with the same configuration\n2. The skill will be rebuilt with the latest information\n\n<!-- Trigger re-upload 1763621536 -->","author":"@Orchestra-Research","ownerProfile":null,"authorContacts":null,"sourceUrl":"https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/main/03-fine-tuning/unsloth","license":"MIT","category":"document","lang":"en","tokens":368,"stars":0,"calls30d":2,"claimed":false,"visibility":"public","origin":"crawler","version":"0.1.0","createdAt":"2026-08-22","updatedAt":"2026-08-22","files":[{"path":"references/index.md","size":98,"sha256":"e0f799b2c5dea599a860ea50ae85eec3d89a2b9a5017511d426fb46c4a4806e1"},{"path":"references/llms.md","size":12507,"sha256":"b3a2fdaa1627383cda4b21127bac475528febf5207987deca9f0d928947e8533"}],"requires":{"mcp":[],"tools":[]},"safety":{"flags":[],"scannedAt":"2026-08-22","hasScripts":false,"networkEndpoints":[]}}