Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization
5.7
Rating
0
Installs
Machine Learning
Category
The skill provides a clear organizational structure for Unsloth fine-tuning documentation with appropriate triggers and file organization. However, the SKILL.md itself lacks concrete implementation guidance, relying heavily on referenced files (llms-txt.md, etc.) for actual content. The description adequately covers when to use the skill, but practical examples, code snippets, and specific workflows are missing from the main file. The novelty is moderate—while Unsloth expertise is valuable, the skill appears to be primarily a documentation wrapper rather than providing unique workflows or automation that significantly reduces token usage beyond what a CLI agent could achieve with direct documentation access. Structure is good with clear sections and reference organization, but taskKnowledge is limited without visible concrete examples in SKILL.md itself.
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