Community project / Evaluations and independent research

ruling

MIT-licensed System One-compatible server for Apple Silicon that scores typed questions from a stock model's logits with no training, accepts the official SDK unchanged, and re-scores the 256 public judgments that carry Jev's own answers (231 vs 238, no significant difference); serves MLX checkpoints or any OpenAI-compatible endpoint, with no native CUDA path.

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