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--- |
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base_model: google/gemma-3n-E2B |
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language: |
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- en |
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pipeline_tag: image-text-to-text |
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library_name: transformers |
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license: gemma |
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tags: |
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- gemma3 |
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- unsloth |
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- transformers |
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- gemma |
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- google |
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--- |
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<div> |
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<p style="margin-bottom: 0; margin-top: 0;"> |
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<strong>Learn how to run & fine-tune Gemma 3n correctly - <a href="https://docs.unsloth.ai/basics/gemma-3n">Read our Guide</a>.</strong> |
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</p> |
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<p style="margin-bottom: 0;"> |
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<em>See <a href="https://huggingface.co/collections/unsloth/gemma-3n-685d3874830e49e1c93f9339">our collection</a> for all versions of Gemma 3n including GGUF, 4-bit & 16-bit formats.</em> |
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</p> |
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<p style="margin-top: 0;margin-bottom: 0;"> |
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<em><a href="https://docs.unsloth.ai/basics/unsloth-dynamic-v2.0-gguf">Unsloth Dynamic 2.0</a> achieves SOTA accuracy & performance versus other quants.</em> |
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</p> |
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<div style="display: flex; gap: 5px; align-items: center; "> |
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<a href="https://github.com/unslothai/unsloth/"> |
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<img src="https://github.com/unslothai/unsloth/raw/main/images/unsloth%20new%20logo.png" width="133"> |
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</a> |
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<a href="https://discord.gg/unsloth"> |
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<img src="https://github.com/unslothai/unsloth/raw/main/images/Discord%20button.png" width="173"> |
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</a> |
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<a href="https://docs.unsloth.ai/basics/gemma-3n"> |
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<img src="https://raw.githubusercontent.com/unslothai/unsloth/refs/heads/main/images/documentation%20green%20button.png" width="143"> |
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</a> |
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</div> |
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<h1 style="margin-top:0; margin-bottom: 0;">✨ Gemma 3n Usage Guidelines</h1> |
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</div> |
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- Currently **only text** is supported. |
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- Ollama: `ollama run hf.co/unsloth/gemma-3n-E4B-it:Q4_K_XL` - auto-sets correct chat template and settings |
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- Set temperature = 1.0, top_k = 64, top_p = 0.95, min_p = 0.0 |
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- Gemma 3n max tokens (context length): 32K. Gemma 3n chat template: |
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``` |
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<bos><start_of_turn>user\nHello!<end_of_turn>\n<start_of_turn>model\nHey there!<end_of_turn>\n<start_of_turn>user\nWhat is 1+1?<end_of_turn>\n<start_of_turn>model\n |
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``` |
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- For complete detailed instructions, see our [step-by-step guide](https://docs.unsloth.ai/basics/gemma-3n). |
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# 🦥 Fine-tune Gemma 3n with Unsloth |
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- Fine-tune Gemma 3n (4B) for free using our Google [Colab notebook here](https://docs.unsloth.ai/get-started/unsloth-notebooks)! |
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- Read our Blog about Gemma 3n support: [unsloth.ai/blog/gemma-3n](https://unsloth.ai/blog/gemma-3n) |
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- View the rest of our notebooks in our [docs here](https://docs.unsloth.ai/get-started/unsloth-notebooks). |
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| Unsloth supports | Free Notebooks | Performance | Memory use | |
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|-----------------|--------------------------------------------------------------------------------------------------------------------------|-------------|----------| |
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| **Gemma-3n-E4B** | [▶️ Start on Colab](https://docs.unsloth.ai/get-started/unsloth-notebooks) | 2x faster | 80% less | |
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| **GRPO with Gemma 3 (1B)** | [▶️ Start on Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Gemma3_(1B)-GRPO.ipynb) | 2x faster | 80% less | |
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| **Gemma 3 (4B)** | [▶️ Start on Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Gemma3_(4B).ipynb) | 2x faster | 60% less | |
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| **Qwen3 (14B)** | [▶️ Start on Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Qwen3_(14B)-Reasoning-Conversational.ipynb) | 2x faster | 60% less | |
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| **DeepSeek-R1-0528-Qwen3-8B (14B)** | [▶️ Start on Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/DeepSeek_R1_0528_Qwen3_(8B)_GRPO.ipynb) | 2x faster | 80% less | |
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| **Llama-3.2 (3B)** | [▶️ Start on Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3.2_(1B_and_3B)-Conversational.ipynb) | 2.4x faster | 58% less | |
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<br> |
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# Gemma-3n-E4B model card |
