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  • 开始使用
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  • 新内容
    • 🔎Embedding Fine-tuning
    • 🌀Ultra Long Context RL
    • ⚡New 3x Faster Training
    • ruler-combined500K Context Training
  • 模型
    • zGLM-4.7-Flash
    • 🐳DeepSeek-OCR 2
    • 🥝Kimi K2.5
    • zGLM-4.7
    • 💟Qwen-Image-2512
    • 🌠Qwen3-VL
    • 🧩NVIDIA Nemotron 3 Nano
    • atomgpt-oss
    • 🌠Qwen3-Coder
    • ✨Gemma 3
    • 🌠Qwen3
    • 🚀LLM Tutorials Directory
      • googleFunctionGemma
      • 📙Devstral 2
      • 🐳DeepSeek-OCR
      • 🌙Kimi K2 Thinking
      • zGLM-4.6
      • 🐱Ministral 3
      • 🌠Qwen3-Next
      • 🐋DeepSeek-V3.1
      • 🐋DeepSeek-R1-0528
      • 💧Liquid LFM2.5
      • 💥Magistral
      • cubeIBM Granite 4.0
      • 🦙Llama 4
      • square-x-twitterGrok 2
      • 📙Devstral
      • dockerRun Unsloth models in Docker
      • 🐳DeepSeek-V3-0324
      • 🐋DeepSeek-R1
      • windowsPhi-4 Reasoning
      • 🌠QwQ-32B
  • 基础知识
    • codeClaude Code & OpenAI Codex
    • 🖥️推理与部署
    • rectangle-historyMulti-GPU Training Unsloth
    • 📱Run LLMs on your Phone
    • 🔊Text-to-Speech Fine-tuning
    • 🦥Dynamic 2.0 GGUFs
    • screwdriver-wrench工具调用 LLM 指南
    • 👁️视觉微调
    • dockerUnsloth Docker Guide
    • sparkleDGX Spark and Unsloth
    • microchipBlackwell, RTX 50 and Unsloth
    • ⚠️故障排除与常见问题
    • 💬聊天模板
    • 💎Quantization-Aware Training
    • 🛠️Unsloth 环境标志
    • ♻️持续预训练
    • 🏁Last Checkpoint
    • 📊Unsloth 基准
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  1. 模型

🚀教程:如何微调与运行 LLM

了解如何使用 Unsloth 在 100% 本地环境中以最佳性能运行和/或微调模型。

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Kimi K2.5

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DeepSeek-OCR 2

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GLM-4.7-Flash

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Qwen-Image-2512

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FunctionGemma

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Nemotron 3 Nano

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Qwen3-VL

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DeepSeek-OCR

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运行 gpt-oss

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Ministral 3

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Kimi K2 思考

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视觉强化学习

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DeepSeek-V3.1 Terminus

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Qwen3 程序员

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微调 gpt-oss

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Magistral 1.2

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Gemma 3n

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Qwen3-2507

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DeepSeek-R1-0528

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Kimi K2

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Devstral 2507

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在 Blackwell 和 RTX 50 GPU 上微调

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语音合成微调

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Qwen3

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Phi-4 推理

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动态 2.0 GGUFsarrow-up-right

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Llama 4

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DeepSeek-V3-0324

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Grok 2

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Gemma 3

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QwQ-32B

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DeepSeek-R1

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强化学习 (RL)

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Mistral Small 3.1arrow-up-right

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Llama 3

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视觉微调

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持续预训练

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Llama 3.3arrow-up-right

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Gemma 2arrow-up-right

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Phi-3arrow-up-right

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最后更新于4天前

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