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# If you want to use vision functionality: You must use the latest versions of [Koboldcpp](https://github.com/LostRuins/koboldcpp).
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# To use the multimodal capabilities of this model and use **vision** you need to load the specified **mmproj** file: [Llava MMProj](https://huggingface.co/Nitral-AI/Llama-3-Update-2.0-mmproj-model-f16)
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* You can load the **mmproj** by using the corresponding section in the interface:
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![image/png](https://cdn-uploads.huggingface.co/production/uploads/65d4cf2693a0a3744a27536c/UX6Ubss2EPNAT3SKGMLe0.png)
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| Metric |Value|
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|Avg. |69.24|
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# If you want to use vision functionality: You must use the latest versions of [Koboldcpp](https://github.com/LostRuins/koboldcpp).
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# To use the multimodal capabilities of this model and use **vision** you need to load the specified **mmproj** file: [Llava MMProj](https://huggingface.co/Nitral-AI/Llama-3-Update-2.0-mmproj-model-f16).
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* You can load the **mmproj** by using the corresponding section in the interface:
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![image/png](https://cdn-uploads.huggingface.co/production/uploads/65d4cf2693a0a3744a27536c/UX6Ubss2EPNAT3SKGMLe0.png)
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# OpenLLM Leaderboard results.
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| Metric |Value|
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|---------------------------------|----:|
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|Avg. |69.24|
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