> For the complete documentation index, see [llms.txt](https://unsloth.ai/docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://unsloth.ai/docs/zh/kai-shi-shi-yong/fine-tuning-for-beginners.md).

# 面向初学者的微调

如果你是初学者，在第一次微调之前，这里可能是你会问的第一个问题。你也可以随时加入我们的社区来提问，加入我们的 [Reddit 页面](https://www.reddit.com/r/unsloth/).

<table data-view="cards"><thead><tr><th data-type="content-ref"></th><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><a href="/pages/8d4117b244a368b8f80b1a9d079fa31360c8e823">/pages/8d4117b244a368b8f80b1a9d079fa31360c8e823</a></td><td>查看你可以使用 Unsloth 运行/训练的所有模型。</td><td>如何运行 GGUF 或训练 LLM？</td><td><a href="/pages/8d4117b244a368b8f80b1a9d079fa31360c8e823">/pages/8d4117b244a368b8f80b1a9d079fa31360c8e823</a></td></tr><tr><td><a href="/pages/e722e86e330786e5915445b91f900d9f9e0ba067">/pages/e722e86e330786e5915445b91f900d9f9e0ba067</a></td><td>逐步了解如何进行微调！</td><td>学习训练的核心基础知识。</td><td><a href="/pages/e722e86e330786e5915445b91f900d9f9e0ba067">/pages/e722e86e330786e5915445b91f900d9f9e0ba067</a></td></tr><tr><td><a href="/pages/fb27a5a49eec8190a033600d7b4f8f78f333f7a9">/pages/fb27a5a49eec8190a033600d7b4f8f78f333f7a9</a></td><td>指令模型还是基础模型？</td><td>我的数据集应该有多大？</td><td><a href="/pages/fb27a5a49eec8190a033600d7b4f8f78f333f7a9">/pages/fb27a5a49eec8190a033600d7b4f8f78f333f7a9</a></td></tr><tr><td><a href="/pages/23f746d97a493793f0cf778956c3d1e708c15940">/pages/23f746d97a493793f0cf778956c3d1e708c15940</a></td><td>微调能为我做什么？</td><td>RAG 与微调？</td><td><a href="/pages/23f746d97a493793f0cf778956c3d1e708c15940">/pages/23f746d97a493793f0cf778956c3d1e708c15940</a></td></tr><tr><td><a href="/pages/32a7ce415cf3da2e50fd777381735610343fea45">/pages/32a7ce415cf3da2e50fd777381735610343fea45</a></td><td>如何在本地安装 Unsloth？</td><td>如何更新 Unsloth？</td><td><a href="/pages/32a7ce415cf3da2e50fd777381735610343fea45">/pages/32a7ce415cf3da2e50fd777381735610343fea45</a></td></tr><tr><td><a href="/pages/e3d8f41874867d09291eadcea96a34bf92b096a7">/pages/e3d8f41874867d09291eadcea96a34bf92b096a7</a></td><td>我该如何构建/准备我的数据集？</td><td>我该如何收集数据？</td><td></td></tr><tr><td><a href="/pages/fad5753068629237f814fd7a2737bf5277187b58">/pages/fad5753068629237f814fd7a2737bf5277187b58</a></td><td>Unsloth 能在我的 GPU 上运行吗？</td><td>我需要多少 VRAM？</td><td><a href="/pages/fad5753068629237f814fd7a2737bf5277187b58">/pages/fad5753068629237f814fd7a2737bf5277187b58</a></td></tr><tr><td><a href="/pages/9a72670992feb75def412a693565c84a88c8a266">/pages/9a72670992feb75def412a693565c84a88c8a266</a></td><td>我该如何在本地保存我的模型？</td><td>我该如何通过 Ollama 或 vLLM 运行我的模型？</td><td><a href="/pages/9a72670992feb75def412a693565c84a88c8a266">/pages/9a72670992feb75def412a693565c84a88c8a266</a></td></tr><tr><td><a href="/pages/0c67f9d3a44c115b4fda319de5774cc3513ea3a3">/pages/0c67f9d3a44c115b4fda319de5774cc3513ea3a3</a></td><td>当我更改某个参数时会发生什么？</td><td>我应该更改哪些参数？</td><td></td></tr></tbody></table>

<figure><img src="/files/aff1a77616ba837d2055419158a7ffe7d65d322b" alt="" width="188"><figcaption></figcaption></figure>


---

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