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README.md
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sdk: static
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🦥Unsloth makes fine-tuning of LLMs 2.2x faster and use 80% less VRAM!
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[Join our Discord server!](https://discord.gg/unsloth) Our open source Github: https://github.com/unslothai/unsloth
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| Unsloth support includes | Free Notebooks | Performance | Memory use |
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| **Llama 3.1 (8B)** | [▶️ Start on Colab](https://colab.research.google.com/drive/1Ys44kVvmeZtnICzWz0xgpRnrIOjZAuxp?usp=sharing) | 2.1x faster | 60% less |
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| **Llama 3.2 (1+3B)** | [▶️ Start on Colab](https://colab.research.google.com/drive/1T5-zKWM_5OD21QHwXHiV9ixTRR7k3iB9?usp=sharing) | 2.1x faster | 60% less |
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| **Gemma 2 (9B)** | [▶️ Start on Colab](https://colab.research.google.com/drive/1vIrqH5uYDQwsJ4-OO3DErvuv4pBgVwk4?usp=sharing) | 2x faster | 63% less |
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| **Mistral Nemo (12B)** | [▶️ Start on Colab](https://colab.research.google.com/drive/17d3U-CAIwzmbDRqbZ9NnpHxCkmXB6LZ0?usp=sharing) | 2x faster | 60% less |
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| **Phi-3.5 (mini)** | [▶️ Start on Colab](https://colab.research.google.com/drive/1lN6hPQveB_mHSnTOYifygFcrO8C1bxq4?usp=sharing) | 2x faster | 50% less |
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**[NEW]** Vision finetuning is here! We support Llama, Qwen, Pixtral, Llava & others!
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* **Llama 3.2 Vision** [▶️ Start on Colab](https://colab.research.google.com/drive/1j0N4XTY1zXXy7mPAhOC1_gMYZ2F2EBlk?usp=sharing)
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* **Qwen2 VL 7B**[▶️ Start on Colab](https://colab.research.google.com/drive/1whHb54GNZMrNxIsi2wm2EY_-Pvo2QyKh?usp=sharing)
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* **Pixtral 12B**[▶️ Start on Colab](https://colab.research.google.com/drive/1K9ZrdwvZRE96qGkCq_e88FgV3MLnymQq?usp=sharing)
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sdk: static
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pinned: false
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---
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🦥Unsloth makes fine-tuning of LLMs & **Vision LMs** 2.2x faster and use 80% less VRAM!
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[Join our Discord server!](https://discord.gg/unsloth) Our open source Github: https://github.com/unslothai/unsloth
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| Unsloth support includes | Free Notebooks | Performance | Memory use | Vision Support |
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| **Llama 3.1 (8B)** | [▶️ Start on Colab](https://colab.research.google.com/drive/1Ys44kVvmeZtnICzWz0xgpRnrIOjZAuxp?usp=sharing) | 2.1x faster | 60% less | Llava based |
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| **Llama 3.2 (1+3B)** | [▶️ Start on Colab](https://colab.research.google.com/drive/1T5-zKWM_5OD21QHwXHiV9ixTRR7k3iB9?usp=sharing) | 2.1x faster | 60% less | [▶️ Vision Colab](https://colab.research.google.com/drive/1j0N4XTY1zXXy7mPAhOC1_gMYZ2F2EBlk?usp=sharing) |
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| **Gemma 2 (9B)** | [▶️ Start on Colab](https://colab.research.google.com/drive/1vIrqH5uYDQwsJ4-OO3DErvuv4pBgVwk4?usp=sharing) | 2x faster | 63% less | |
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| **Mistral Nemo (12B)** | [▶️ Start on Colab](https://colab.research.google.com/drive/17d3U-CAIwzmbDRqbZ9NnpHxCkmXB6LZ0?usp=sharing) | 2x faster | 60% less | [▶️ Pixtral Colab](https://colab.research.google.com/drive/1K9ZrdwvZRE96qGkCq_e88FgV3MLnymQq?usp=sharing) |
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| **Phi-3.5 (mini)** | [▶️ Start on Colab](https://colab.research.google.com/drive/1lN6hPQveB_mHSnTOYifygFcrO8C1bxq4?usp=sharing) | 2x faster | 50% less | |
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| **Qwen 2.5 Coder (14B)** | [▶️ Start on Colab](https://colab.research.google.com/drive/18sN803sU23XuJV9Q8On2xgqHSer6-UZF?usp=sharing) | 2x faster | 50% less | [▶️ Qwen2VL Colab](https://colab.research.google.com/drive/1whHb54GNZMrNxIsi2wm2EY_-Pvo2QyKh?usp=sharing) |
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