Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization
4.6
Rating
0
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Machine Learning
Category
The skill provides a clear structural framework for Unsloth fine-tuning guidance with appropriate reference file organization. However, the Description lacks specific invocation details (e.g., what tasks trigger it, expected inputs/outputs), and SKILL.md contains minimal actionable content beyond pointers to reference files. The 'Common Patterns' section is empty, reducing immediate utility. While the domain (fast fine-tuning with 2-5x speedup) is moderately novel and could save tokens versus raw documentation lookup, the current implementation reads more as a documentation index than an executable skill with clear task knowledge. Confidence is high given the complete file structure, but scores are limited by the sparse actionable content in SKILL.md itself.
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