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README.md
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<h1>A GPT-4o Level MLLM for Vision, Speech and Multimodal Live Streaming on Your Phone</h1>
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[GitHub](https://github.com/OpenBMB/MiniCPM-
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## MiniCPM-o 2.6
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### Evaluation <!-- omit in toc -->
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<div align="center">
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<img src="https://github.com/OpenBMB/MiniCPM-o/
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</div>
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<details>
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<div style="display: flex; flex-direction: column; align-items: center;">
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<img src="https://github.com/OpenBMB/MiniCPM-
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<img src="https://github.com/OpenBMB/MiniCPM-
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<img src="https://github.com/OpenBMB/MiniCPM-
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</div>
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```
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</details>
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Please look at [GitHub](https://github.com/OpenBMB/MiniCPM-
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## Inference with llama.cpp<a id="llamacpp"></a>
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<h1>A GPT-4o Level MLLM for Vision, Speech and Multimodal Live Streaming on Your Phone</h1>
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[GitHub](https://github.com/OpenBMB/MiniCPM-o) | Online Demo [US](https://minicpm-omni-webdemo-us.modelbest.cn)/[CN](https://minicpm-omni-webdemo.modelbest.cn)</a>
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## MiniCPM-o 2.6
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### Evaluation <!-- omit in toc -->
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<div align="center">
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<img src="https://github.com/OpenBMB/MiniCPM-o/blob/main/assets/radar.png" width=66% />
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</div>
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<details>
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<div style="display: flex; flex-direction: column; align-items: center;">
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<img src="https://github.com/OpenBMB/MiniCPM-o/blob/main/assets/minicpmo2_6/minicpmo2_6_math_intersect.png" alt="math" style="margin-bottom: 5px;">
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<img src="https://github.com/OpenBMB/MiniCPM-o/blob/main/assets/minicpmo2_6/minicpmo2_6_diagram_train_NN.png" alt="diagram" style="margin-bottom: 5px;">
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<img src="https://github.com/OpenBMB/MiniCPM-o/blob/main/assets/minicpmo2_6/minicpmo2_6_multi-image_bike.png" alt="bike" style="margin-bottom: 5px;">
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</div>
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```
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</details>
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Please look at [GitHub](https://github.com/OpenBMB/MiniCPM-o) for more detail about usage.
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## Inference with llama.cpp<a id="llamacpp"></a>
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