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1. MiniCPM MiniCPM Public

   MiniCPM4: Ultra-Efficient LLMs on End Devices, achieving 5+ speedup on typical end-side chips

   Jupyter Notebook 8.2k 509

2. MiniCPM-V MiniCPM-V Public

   MiniCPM-V 4.5: A GPT-4o Level MLLM for Single Image, Multi Image and High-FPS Video Understanding on Your Phone

   Python 20.5k 1.5k

3. MiniCPM-CookBook MiniCPM-CookBook Public

   This is a user guide for the MiniCPM and MiniCPM-V series of small language models (SLMs) developed by ModelBest. “面壁小钢炮” focuses on achieving exceptional performance on the edge.

   Python 277 26

4. ChatDev ChatDev Public

   Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)

   Python 27.3k 3.4k

5. AgentCPM-GUI AgentCPM-GUI Public

   AgentCPM-GUI: An on-device GUI agent for operating Android apps, enhancing reasoning ability with reinforcement fine-tuning for efficient task execution.

   Python 1k 98

6. UltraRAG UltraRAG Public

   #Less Code, #Lower Barrier, #Faster Deployment！MCP-based low-code RAG framework, enabling researchers to build complex pipelines to creative innovation.

   Python 814 61