BiRefNet vs oneformer_cityscapes_swin_large
Specs, VRAM requirements and download trends — updated 24 October 2026.
shi-labs · B · Open weights
Params
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Context
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30d
184 K
mit · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | BiRefNet | oneformer_cityscapes_swin_large |
|---|---|---|
| Parameters | 220 M | — |
| Architecture | BiRefNet | OneFormerForUniversalSegmentation |
| Context length | — | — |
| Licence | mit | mit |
| Commercial use | Allowed | Allowed |
| Languages | — | — |
| Downloads 30d | 751,374 | 183,668 |
| Downloads all time | 20.5 M | 775 K |
| Quantizations on the Hub | SAFETENSORS | — |
| Gated | No | No |
| First seen on the Hub | 2024-07-12 | 2022-11-15 |
Download trend
89 days of snapshots recorded — chart in 0 days.
20.5 M
BiRefNet · all-time downloads
775 K
oneformer_cityscapes_swin_large · all-time downloads
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
BiRefNet · fp16
1.0 GB / 24 GB