Individual skill

llama-factory

Guides fine-tuning of large language models with LLaMA-Factory, covering the WebUI no-code interface, training across 100+ supported models, quantized QLoRA at 2/3/4/5/6/8-bit precision, and multimodal model support. Use when setting up or configuring a LLaMA-Factory fine-tuning run, choosing a quantization level for QLoRA training, using the WebUI instead of writing training code, fine-tuning a multimodal model, or debugging a LLaMA-Factory training error. Not for general-purpose inference serving or for other training frameworks; use the matching skill for those.

plugins/KalarisLabs/research-agent-skills/skills/llama-factory/SKILL.md

Source commit d780783eba4ecc7c8b9429f95c9362df95f07c61

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Yes

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No

Observed behavior

Network or broad shell

Last checked

Nov 4, 2026

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