README.md

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title: Hi!
emoji: 🦥
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🦥Unsloth makes fine-tuning of LLMs & **Vision LMs** 2.2x faster and use 80% less VRAM!

[Join our Discord server!](https://discord.gg/unsloth) Our open source Github: https://github.com/unslothai/unsloth

| Unsloth supports          |    Free Notebooks                                                                                      | Performance | Memory use |
|-----------------|--------------------------------------------------------------------------------------------------------------------------|-------------|----------|
| **Llama 3.1 (8B)**      | [▶️ Start on Colab](https://colab.research.google.com/drive/1Ys44kVvmeZtnICzWz0xgpRnrIOjZAuxp?usp=sharing)          | 2.1x faster | 60% less |
| **Llama 3.2 (1B & 3B)**      | [▶️ Start on Colab](https://colab.research.google.com/drive/1T5-zKWM_5OD21QHwXHiV9ixTRR7k3iB9?usp=sharing)          | 2.1x faster | 60% less |
| **Llama 3.2 (11B) Vision**      | [▶️ Start on Colab](https://colab.research.google.com/drive/1j0N4XTY1zXXy7mPAhOC1_gMYZ2F2EBlk?usp=sharing)          | 2x faster | 60% less |
| **Gemma 2 (9B)**      | [▶️ Start on Colab](https://colab.research.google.com/drive/1vIrqH5uYDQwsJ4-OO3DErvuv4pBgVwk4?usp=sharing)           | 2x faster | 63% less |
| **Mistral Nemo (12B)**    | [▶️ Start on Colab](https://colab.research.google.com/drive/17d3U-CAIwzmbDRqbZ9NnpHxCkmXB6LZ0?usp=sharing)        | 2x faster | 60% less |
| **Phi-3.5 (mini)**         | [▶️ Start on Colab](https://colab.research.google.com/drive/1lN6hPQveB_mHSnTOYifygFcrO8C1bxq4?usp=sharing)           | 2x faster | 50% less | |
| **Qwen 2.5 (7B)**         | [▶️ Start on Colab](https://colab.research.google.com/drive/1vIrqH5uYDQwsJ4-OO3DErvuv4pBgVwk4?usp=sharing)           | 2x faster | 50% less |