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importantSYS.SOURCE: mrzk.io• 2026-07-11T22:54:06Z

Debugging Three Critical Issues to Optimize Qwen3.5-122B for Mac Studio Usage

#AI Model Optimization#Mac Studio#Qwen3.5-122B#Debugging#Machine Learning

The article details the transition from DS4 Flash to Qwen3.5-122B for improved performance on Mac Studio, along with resolving three critical bugs in the serving stack to enable efficient long-context agentic coding. Key fixes included addressing timestamp inconsistencies, ensuring reply persistence during interruptions, and optimizing cache management for local AI inference.

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