> For the complete documentation index, see [llms.txt](https://docs.clore.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.clore.ai/guides/guides_v2-zh/xun-lian.md).

# 训练

- [概览](https://docs.clore.ai/guides/guides_v2-zh/xun-lian/training.md)
- [Jupyter ML 训练](https://docs.clore.ai/guides/guides_v2-zh/xun-lian/jupyter-ml-training.md): 在 Clore.ai 上搭建支持 GPU 的 JupyterLab 用于机器学习训练
- [DreamBooth](https://docs.clore.ai/guides/guides_v2-zh/xun-lian/dreambooth.md): 在 Clore.ai GPU 上使用 DreamBooth 训练自定义图像模型
- [Kohya 训练](https://docs.clore.ai/guides/guides_v2-zh/xun-lian/kohya-training.md): 在 Clore.ai 上使用 Kohya 训练 Stable Diffusion 的 LoRA 和 DreamBooth
- [微调 LLM](https://docs.clore.ai/guides/guides_v2-zh/xun-lian/finetune-llm.md): 使用高效技术在 Clore.ai GPU 上微调自定义 LLM
- [Unsloth 2 倍更快微调](https://docs.clore.ai/guides/guides_v2-zh/xun-lian/unsloth-finetune.md): 在 Clore.ai 上使用 Unsloth，以少 70% 的 VRAM 将 LLM 微调速度提升 2 倍
- [Axolotl 通用微调](https://docs.clore.ai/guides/guides_v2-zh/xun-lian/axolotl-training.md): 在 Clore.ai 上使用 Axolotl 进行基于 YAML 的 LLM 微调——LoRA、QLoRA、DPO、多 GPU
- [DeepSpeed 训练](https://docs.clore.ai/guides/guides_v2-zh/xun-lian/deepspeed-training.md): 在 Clore.ai GPU 上使用 DeepSpeed 高效训练大模型
- [HuggingFace Transformers](https://docs.clore.ai/guides/guides_v2-zh/xun-lian/huggingface-transformers.md): 在 Clore.ai 上使用 HuggingFace Transformers 处理 NLP、视觉和音频
- [LLaMA-Factory](https://docs.clore.ai/guides/guides_v2-zh/xun-lian/llama-factory.md): 在 Clore.ai GPU 上使用 LLaMA-Factory 通过 LoRA/QLoRA 和网页界面微调 100+ 个 LLM
- [LitGPT](https://docs.clore.ai/guides/guides_v2-zh/xun-lian/litgpt.md)
- [Mergekit 模型合并](https://docs.clore.ai/guides/guides_v2-zh/xun-lian/mergekit.md)
- [TRL（RLHF/DPO 训练）](https://docs.clore.ai/guides/guides_v2-zh/xun-lian/trl.md)


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://docs.clore.ai/guides/guides_v2-zh/xun-lian.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.