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ROCmRoute Zero
ROCmRoute Zero is a local-first intelligent routing agent built for AMD Developer Hackathon Track 1. Each request is evaluated and routed through deterministic zero-token solvers, a fast local inference lane, or a local power lane. Both neural lanes run Qwen/Qwen2.5-Coder-7B-Instruct through vLLM on AMD ROCm hardware. A response-verification layer checks formatting, confidence, required structure, sentence and bullet limits, named entities, and other task-specific constraints before accepting an answer. External model fallback is hard-disabled, so the leaderboard runtime makes no Fireworks or other remote inference calls. The container bundles its model at build time, starts vLLM automatically, preserves every task identifier, and validates the final results schema before exiting. On the AMD ROCm 7.2 notebook, ROCmRoute Zero passed all 16 retired public validation tasks with 100% accuracy while recording zero external tokens and zero external API calls. The architecture is designed for reproducible, offline, accuracy-first execution on AMD GPUs.
13 Jul 2026
