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…el leaderboard - Switch to 1-column onecolumn IEEEtran format - Update hardware: M3 24GB → M5 Pro 64GB (18 cores, 30 GPU cores) - Expand model coverage: 3 configs → 7 models - Local: Qwen3.5 9B/27B/35B-MoE/122B-MoE (GGUF) - Cloud: GPT-5.4, GPT-5.4-mini, GPT-5.4-nano - Add TTFT + tok/s inference performance table - Add cross-model event deduplication breakdown table (8 tests × 7 models) - Update abstract, contributions, results, failure taxonomy, deployment matrix - Key finding: Qwen3.5-9B scores 93.8% (only 4.1pp below GPT-5.4), and Qwen3.5-35B-MoE has lower TTFT (435ms) than all cloud models tested
…anity check - Add MODEL_FAMILIES config table with per-model API params and server flags - Add getModelApiParams() helper to inject reasoning_effort:none for Mistral - Add delta.thinking fallback in streaming loop to capture thinking tokens - Add streaming sanity check before benchmark run (detects empty-token loops) - Add test-model-config.cjs with 17 unit tests for model detection logic
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