
Local-first agent harness (Windows + Ollama) for 2–9B models.
Local-first agent harness (Windows + Ollama) for 2–9B models. Same 2B model: 0.017 → 0.821 across harnesses; same frontier model: 0.997 vs 0.478 — the harness is the ceiling, not the model. One-click zero-outbound mode. 本地优先,一键断网,零遥测。鸣鸟
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LMSYS Chatbot Arena is a crowdsourced open platform for LLM evals. Collected over 1,000,000 human pairwise comparisons to rank LLMs with the Bradley-Terry model and display the model ratings in Elo-scale.
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字节跳动AI助手