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OpenBMB/MiniCPM ★ 11561 802 APPLICATION

This repository is the official release hub for the MiniCPM family of compact large language models (1B to 8B parameters) from OpenBMB. It provides model weights, deployment scripts for 10+ inference backends (vLLM, SGLang, llama.cpp, Ollama, etc.), fine-tuning recipes for 5 frameworks (TRL, LLaMA-Factory, unsloth, etc.), quantization tools (AWQ, GPTQ, BNB), and application demos (survey generation, MCP tool calling, code interpreter). The repo is primarily a model card and cookbook collection rather than a single integrated application; it serves as a developer toolkit for deploying and customizing MiniCPM models in production and edge scenarios. The repository also includes research artifacts such as training datasets (UltraData suite) and technical reports, but the dominant character is applied machine learning engineering.

RATING: 7.9/10 MAINT: active DRIFT: medium
#llm-inference #model-deployment #fine-tuning #quantization #tool-calling #edge-ai #llama-family
▸ 2 reusable components found
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