winnow for Ollaya

Ollaya package of EldanRing/Winnow-12B and EldanRing/Winnow-E4B by EldanRing. Ollaya runs open decision models locally, the way Ollama runs LLMs: typed questions in, calibrated answers out, behind a TypeSafe-compatible API.

ollaya run winnow

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
`winnow:12b`	EldanRing/Winnow-12B@b6ac22b	`12b/decision.json`, `12b/calibration.json`
`winnow:e4b`	EldanRing/Winnow-E4B@734302f	`e4b/decision.json`, `e4b/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

PARITY-PENDING

License

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

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Model tree for ollaya-dev/winnow

Base model

google/gemma-4-12B

Finetuned

google/gemma-4-12B-it

Finetuned

EldanRing/Winnow-12B

Finetuned

(1)

this model