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  "text": "Introducing HermesAgent-20, a new Bench Pack for BenchLocal.\n\n20 scenarios extracted straight from the Hermes Agent source code, run against a REAL Hermes instance. The actual workload you'd put your model through.\n\nWhy I built BenchLocal in the first place: most benchmarks are too abstract. We use local LLMs for practical work, and finding the right model for YOUR task efficiently is the single most important thing, especially when you're constrained to what fits on your machine.\n\nBenchLocal is a framework: providers, models, side-by-side comparison, all in one UI.\n\nBench Packs are the unit of testing: ToolCall-15 and BugFind-15 shipped first, and when I launched the BenchLocal 0.1.0, added StructOutput, ReasonMath, InstructFollow, DataExtract.\n\nNow, HermesAgent-20 is the newest.\n\nBench Packs install like VS Code extensions. The SDK is open, write your own, share it, grow the ecosystem. Here's the goal: a community-built, practical evaluation layer for the local LLM space.\n\nEarly numbers on HermesAgent-20:\n> GLM 5.1 — 85\n> Gemma4 31B — 83\n> Qwen3.5 27B — 79\n> MiniMax M2.7 — 76\n\nUpgrade to the latest BenchLocal to install HermesAgent-20 (SDK update required).",
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