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newsReddit r/LocalLLaMATrust 58 · CommunityPublished 4d agoLive · 4d ago

I built an agent Harness for Small Models. I got Qwen 3.5 4b managing servers.

This is something I've been working on, I like playing around with smaller local models but found most agent harness's not well suited for them. The failure modes across different model family's tend to be the same: Failed tool calls Poor varication of environment variables Poor recovery on common failure modals Small model tend to pause/halt during generation with local backend Poor state tracking during goal

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