BiRefNet_lite vs oneformer_cityscapes_swin_large
Specs, VRAM requirements and download trends — updated 29 October 2026.
shi-labs · B · Open weights
Params
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Context
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30d
326 K
mit · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | BiRefNet_lite | oneformer_cityscapes_swin_large |
|---|---|---|
| Parameters | 44 M | — |
| Architecture | BiRefNet | OneFormerForUniversalSegmentation |
| Context length | — | — |
| Licence | mit | mit |
| Commercial use | Allowed | Allowed |
| Languages | — | — |
| Downloads 30d | 196,308 | 325,555 |
| Downloads all time | 1.1 M | 997 K |
| Quantizations on the Hub | SAFETENSORS | — |
| Gated | No | No |
| First seen on the Hub | 2024-08-02 | 2022-11-15 |
Download trend
Daily snapshots, last 51 days (21 Sep – 10 Nov)
418 K184 K
BiRefNet_lite
oneformer_cityscapes_swin_large
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
BiRefNet_lite · fp16
0.7 GB / 24 GB
Adjacent comparisons
BiRefNet vs oneformer_cityscapes_swin_large
clipseg-rd64-refined vs oneformer_cityscapes_swin_large
segformer_b2_clothes vs oneformer_cityscapes_swin_large
RMBG-2.0 vs oneformer_cityscapes_swin_large
mask2former-swin-large-ade-semantic vs oneformer_cityscapes_swin_large
segformer-b0-finetuned-ade-512-512 vs oneformer_cityscapes_swin_large