jeeves for Ollaya

Ollaya package of PostHog/jeeves by PostHog (fused weights and pointer head) and the Qwen team (base model). Ollaya runs open decision models locally, the way Ollama runs LLMs: typed questions in, calibrated answers out, behind a TypeSafe-compatible API.

ollaya run jeeves

What is in this repository

This repository holds only the files Ollaya derives, with no weights. Each graph is an ONNX export of the original model whose weights reference the authors' own weight files by byte offset, so ollaya pull downloads the weights from the upstream repositories, unmodified and pinned to a commit, and verifies their sha256.

Tag Upstream Files
jeeves:9b PostHog/jeeves@8622b7d 9b/model-fp32.onnx, 9b/decision.json, 9b/calibration.json

Each tag has an fp32 graph, used on CPU and GPU. Each tag also has decision.json (sequence layout, special tokens) and calibration.json (temperatures).

Parity

Ollaya's Rust runtime matches the authors' own code (their Qwen3.5 model and pointer head, fp32, no thinking) on 430 questions from 107 requests, on CUDA: identical token rows and option positions, the same 16 rejected requests, the same decision on every question, scores within 1.9e-4 and probabilities within 1.4e-5.

License

Same as the upstream model (Apache-2.0). Ollaya itself is Apache-2.0.

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