# LLMs Fine-Tuning

**Repository Path**: learnllms/llms-fine-tuning

## Basic Information

- **Project Name**: LLMs Fine-Tuning
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2025-05-26
- **Last Updated**: 2025-06-06

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# LLMs Fine-Tuning


[**LLama-Factory实验汇总**](https://gitee.com/learnllms/llama-factory-experiments)

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## Prerequisite

- [Transformer Explained](./Transformer%20Explained.md)
- [大模型基础](https://github.com/ZJU-LLMs/Foundations-of-LLMs?tab=readme-ov-file)[（视频）](https://www.bilibili.com/video/BV1PB6XYFET2/?spm_id_from=333.337.search-card.all.click&vd_source=329063bcd56682ac5d67a9f80ec3f5db)

## Data Preparation & Cleanup
- [大西瓜籽妈妈.json](data/大西瓜籽妈妈.json)
- [~~咕咕自留地.json~~](data/咕咕自留地.json)

## 大模型选型
- [DeepSeek vs. Qwen3](大模型比较.md)
## Fine Tuning

- [LLaMA-Factory 学习资料](./LLaMA-Factory学习资料.md)
- [Shocking Release! DeepSeek 671B Fine-Tuning Guide Revealed—Unlock the Upgraded DeepSeek Suite with One Click, AI Players Ecstatic!](https://company.hpc-ai.com/blog/shocking-release-deepseek-671b-fine-tuning-guide-revealed-unlock-the-upgraded-deepseek-suite-with-one-click-ai-players-ecstatic)

### References
<img src="images/finetuning_steps.png" width="800" alt="fine-tuning steps">

## Evaluation
- [Ragas: Supercharge Your LLM Application Evaluations_](https://github.com/explodinggradients/ragas)