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update readme
Browse filesSigned-off-by: tc-mb <[email protected]>
README.md
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@@ -162,23 +162,89 @@ We deploy MiniCPM-V 4.5 on iPad M4 with [iOS demo](https://github.com/tc-mb/Mini
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</div>
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## Framework Support Matrix
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> Note: If you'd like us to prioritize support for another open-source framework, please let us know via this [short form](https://docs.google.com/forms/d/e/1FAIpQLSdyTUrOPBgWqPexs3ORrg47ZcZ1r4vFQaA4ve2iA7L9sMfMWw/viewform).
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## Usage
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</div>
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## Framework Support Matrix
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<table>
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<thead>
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<tr>
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<th>Category</th>
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<th>Framework</th>
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<th>Cookbook Link</th>
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<th>Upstream PR</th>
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<th>Supported since (branch)</th>
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<th>Supported since (release)</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td rowspan="2">Edge (On-device)</td>
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<td>Llama.cpp</td>
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<td><a href="https://github.com/OpenSQZ/MiniCPM-V-CookBook/blob/main/deployment/llama.cpp/minicpm-v4_5_llamacpp.md">Llama.cpp Doc</a></td>
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<td><a href="https://github.com/ggml-org/llama.cpp/pull/15575">#15575</a> (2025-08-26)</td>
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<td>master (2025-08-26)</td>
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<td><a href="https://github.com/ggml-org/llama.cpp/releases/tag/b6282">b6282</a></td>
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</tr>
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<tr>
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<td>Ollama</td>
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<td><a href="https://github.com/OpenSQZ/MiniCPM-V-CookBook/blob/main/deployment/ollama/minicpm-v4_5_ollama.md">Ollama Doc</a></td>
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<td><a href="https://github.com/ollama/ollama/pull/12078">#12078</a> (2025-08-26)</td>
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<td>Merging</td>
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<td>Waiting for official release</td>
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</tr>
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<tr>
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<td rowspan="2">Serving (Cloud)</td>
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<td>vLLM</td>
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<td><a href="https://github.com/OpenSQZ/MiniCPM-V-CookBook/blob/main/deployment/vllm/minicpm-v4_5_vllm.md">vLLM Doc</a></td>
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<td><a href="https://github.com/vllm-project/vllm/pull/23586">#23586</a> (2025-08-26)</td>
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<td>main (2025-08-27)</td>
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<td>Waiting for official release</td>
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</tr>
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<tr>
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<td>SGLang</td>
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<td><a href="https://github.com/OpenSQZ/MiniCPM-V-CookBook/blob/main/deployment/sglang/MiniCPM-v4_5_sglang.md">SGLang Doc</a></td>
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<td><a href="https://github.com/sgl-project/sglang/pull/9610">#9610</a> (2025-08-26)</td>
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<td>Merging</td>
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<td>Waiting for official release</td>
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</tr>
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<tr>
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<td>Finetuning</td>
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<td>LLaMA-Factory</td>
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<td><a href="https://github.com/OpenSQZ/MiniCPM-V-CookBook/blob/main/finetune/finetune_llamafactory.md">LLaMA-Factory Doc</a></td>
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<td><a href="https://github.com/hiyouga/LLaMA-Factory/pull/9022">#9022</a> (2025-08-26)</td>
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<td>main (2025-08-26)</td>
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<td>Waiting for official release</td>
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</tr>
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<tr>
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<td rowspan="3">Quantization</td>
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<td>GGUF</td>
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<td><a href="https://github.com/OpenSQZ/MiniCPM-V-CookBook/blob/main/quantization/gguf/minicpm-v4_5_gguf_quantize.md">GGUF Doc</a></td>
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<td>β</td>
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<td>β</td>
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<td>β</td>
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</tr>
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<tr>
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<td>BNB</td>
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<td><a href="https://github.com/OpenSQZ/MiniCPM-V-CookBook/blob/main/quantization/bnb/minicpm-v4_5_bnb_quantize.md">BNB Doc</a></td>
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<td>β</td>
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<td>β</td>
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<td>β</td>
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</tr>
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<tr>
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<td>AWQ</td>
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<td><a href="https://github.com/OpenSQZ/MiniCPM-V-CookBook/blob/main/quantization/awq/minicpm-v4_5_awq_quantize.md">AWQ Doc</a></td>
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<td>β</td>
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<td>β</td>
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<td>β</td>
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</tr>
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<tr>
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<td>Demos</td>
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<td>Gradio Demo</td>
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<td><a href="https://github.com/OpenSQZ/MiniCPM-V-CookBook/blob/main/demo/web_demo/gradio/README.md">Gradio Demo Doc</a></td>
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<td>β</td>
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<td>β</td>
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<td>β</td>
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</tr>
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</tbody>
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</table>
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> Note: If you'd like us to prioritize support for another open-source framework, please let us know via this [short form](https://docs.google.com/forms/d/e/1FAIpQLSdyTUrOPBgWqPexs3ORrg47ZcZ1r4vFQaA4ve2iA7L9sMfMWw/viewform).
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## Usage
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