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A developer created a tool that chains a small local model with a larger coding model, automatically offloading VRAM between them to optimize memory usage.
GLM 5.2 is an open-source AI model with a 1M token context window and strong benchmark performance, narrowly trailing Opus 4.8. The episode provides a practical setup guide for local or cloud use with tools like Cursor and Codex, and emphasizes chaining models for cost efficiency.
The author built Prompt-Chain, a Streamlit app that chains a small prompter model and a large coder model with automatic VRAM swapping, enabling efficient code generation on an 8GB GPU.