llm-fine-tuning-guide

SKILL.md

Master the art of fine-tuning large language models to create specialized models optimized for your specific use cases, domains, and performance requirements.

Fine-tuning adapts pre-trained LLMs to specific tasks, domains, or styles by training them on curated datasets. This improves accuracy, reduces hallucinations, and optimizes costs.

Model performs well on training data but poorly on new data.

掌握针对特定领域和任务的大型语言模型的微调。涵盖数据准备、训练技术、优化策略和评估方法。在针对专门应用程序调整模型、降低推理成本或提高特定领域的性能时使用。 来源：qodex-ai/ai-agent-skills。

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