clm for Ollaya
Ollaya package of Contrastive-LM/CLM-v0.1-8B and Qwen/Qwen3-8B by Contrastive-LM (projection heads) and the Qwen team (Qwen3-8B encoder). Ollaya runs open decision models locally, the way Ollama runs LLMs: typed questions in, calibrated answers out, behind a TypeSafe-compatible API.
ollaya run clm
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 |
|---|---|---|
clm:8b |
Contrastive-LM/CLM-v0.1-8B@e939398, Qwen/Qwen3-8B@b968826 | 8b/model-fp32.onnx, 8b/decision.json, 8b/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 reference (upstream clm.schema and heads, the Qwen3-8B encoder in fp32 on its BF16 weights) on 480 questions from 117 requests, on CPU and CUDA: the same state and option texts and token ids, the same rejections, the same decision on every question, option logits within 1.3e-4 and probabilities within 2.9e-5.
License
Same as the upstream model (Apache-2.0). Ollaya itself is Apache-2.0.