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MiniCPM5-1B 驱动 AI 智能体交易大厅

2026-08-13 22:00· 43分钟前
AI 导读

开发者 @ashdebugs 用 MiniCPM5-1B-GGUF 构建了“AI 智能体华尔街”,四个不同性格的 AI 交易员基于同一 1B 模型独立决策、互动竞争,在持续运行的模拟中适应市场变化。项目基于 llama.cpp 本地推理,无需云 API,展示了轻量模型在指令遵循、市场适应与多智能体协作上的能力。

🐺 A tiny model powering an autonomous AI trading floor.

Developer @ashdebugs built Wall Street of AI Agents with MiniCPM5-1B-GGUF as the cognitive engine.

Using the same 1B model, four AI traders with different personalities make independent decisions, react to market changes, interact with each other, and compete in a continuously running trading simulation.

The project explores how lightweight models handle: 🧠 Instruction following 📈 Market adaptation 🤝 Multi-agent collaboration

Built with local inference and llama.cpp, the project shows how lightweight models can power complex autonomous agent systems without cloud APIs.

🔗 Try the demo: https://huggingface.co/spaces/build-small-hackathon/Wall-Street-of-AI-Agents

🧩 MiniCPM5-1B-GGUF: https://huggingface.co/openbmb/MiniCPM5-1B-GGUF

来源:OpenBMB · x.com

MiniCPM5-1B 驱动 AI 智能体交易大厅

OpenBMB · @OpenBMB · X·2026-08-13 22:00·43分钟前
AI 导读

开发者 @ashdebugs 用 MiniCPM5-1B-GGUF 构建了“AI 智能体华尔街”,四个不同性格的 AI 交易员基于同一 1B 模型独立决策、互动竞争,在持续运行的模拟中适应市场变化。项目基于 llama.cpp 本地推理,无需云 API,展示了轻量模型在指令遵循、市场适应与多智能体协作上的能力。

🐺 A tiny model powering an autonomous AI trading floor.

Developer @ashdebugs built Wall Street of AI Agents with MiniCPM5-1B-GGUF as the cognitive engine.

Using the same 1B model, four AI traders with different personalities make independent decisions, react to market changes, interact with each other, and compete in a continuously running trading simulation.

The project explores how lightweight models handle: 🧠 Instruction following 📈 Market adaptation 🤝 Multi-agent collaboration

Built with local inference and llama.cpp, the project shows how lightweight models can power complex autonomous agent systems without cloud APIs.

🔗 Try the demo: https://huggingface.co/spaces/build-small-hackathon/Wall-Street-of-AI-Agents

🧩 MiniCPM5-1B-GGUF: https://huggingface.co/openbmb/MiniCPM5-1B-GGUF

来源:OpenBMB· x.com