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README.md
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> [!NOTE]
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> Now with Vision support added!
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# Model Card for Mistral-Small-3.1-24B-Instruct-2503
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Building upon Mistral Small 3 (2501), Mistral Small 3.1 (2503) **adds state-of-the-art vision understanding** and enhances **long context capabilities up to 128k tokens** without compromising text performance.
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> [!NOTE]
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> Now with Vision support added!
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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>See <a href="https://huggingface.co/collections/unsloth/mistral-small-3-all-versions-679fe9a4722f40d61cfe627c">our collection</a> for all versions of Mistral 3.1 including GGUF, 4-bit & 16-bit formats.</strong>
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</p>
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<p style="margin-bottom: 0;">
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<em>Learn to run Fine-tune correctly - <a href="https://docs.unsloth.ai/get-started/fine-tuning-guide">Read our Guide</a>.</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 superior accuracy & outperforms other leading 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/">
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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: 0rem;">✨ Run & Fine-tune Mistral with Unsloth!</h1>
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</div>
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- Fine-tune Mistral v0.3 (7B)) for free using our Google [Colab notebook here](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Mistral_v0.3_(7B)-Conversational.ipynb)!
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- Read our Blog about Devstral support: [docs.unsloth.ai/basics/devstral](https://docs.unsloth.ai/basics/devstral)
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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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-
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# Model Card for Mistral-Small-3.1-24B-Instruct-2503
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Building upon Mistral Small 3 (2501), Mistral Small 3.1 (2503) **adds state-of-the-art vision understanding** and enhances **long context capabilities up to 128k tokens** without compromising text performance.
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