omnijev/onejev is a repository for a multi-modal System One deterministic model that answers typed questions about screens, photos, videos, and text with a single forward pass. The repository description says as much. The commit 1c8abc9 at 2026-11-02 12:32 UTC has the message "update stats", and the only files touched are assets/downloads.csv and assets/downloads.svg. The change is 40 lines added and 1 line deleted, and it does not touch any model code or weight files.
The csv is a table listing date, repository, ownership category (ours or community), and download count side by side. In the same 2026-11-02 row, the official repositories recorded OneJev-4B at 2466, OneJev-0.8B at 2341, OneJev-9B at 1555, and OneJev1.6-0.8B at 983. By contrast, in the same table bartowski/OmniJev_OneJev-27B-GGUF shows 15255, bartowski/OmniJev_OneJev-9B-GGUF shows 11570, bartowski/OmniJev_OneJev-4B-GGUF shows 11527, and mradermacher/OneJev-4B-GGUF shows 8899, so the community-side figures are the larger ones.
The distribution formats also differ. GGUF conversions occupy the top of the table, while ONNX·CoreML·NVFP4 deployments such as onnx-community/OneJev-0.8B-ONNX 340, 1of2/onejev-0.8b-coreml-w8 69, 1of2/onejev-0.8b-coreml-w16 56, and giwone1330/OneJev1.5-9B-NVFP4 51 were tallied on the same date as well.
That said, this commit only updated a single statistics file; it is not a release of a new model or feature. The csv is a download tally that the project itself manages, so it is not an independent measurement, and it retains only a single day's numbers. In the same patch, altertable/onejev1.6-0.8b-onnx-int8, added as a 2026-11-01 row, is recorded as 0. The license and performance figures, and the star count, are not included in this commit's data. If you intend to run OneJev yourself, how far the GGUF·ONNX conversions have caught up is worth noting, but it is too early to judge quality from this one-day table alone.