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Bake-off tested 7 models on 31 seed examples via GPU-accelerated Ollama on node-197 RTX 4000. gemma3n:e4b leads for serving (80.6% cmd match, 100% safety, 5.9s). qwen3:8b recommended as fine-tuning base (Apache 2.0, best syntax quality, strong ecosystem). Full research in MODEL_RESEARCH.md. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>