RMBG-1.4 vs oneformer_cityscapes_swin_large

Specs, VRAM requirements and download trends — updated 10 November 2026.

briaai · A · Open weights
Params
40 M
Context
—
30d
256 K
shi-labs · B · Open weights
Params
—
Context
—
30d
326 K
mit · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification RMBG-1.4 oneformer_cityscapes_swin_large
Parameters 40 M —
Architecture BriaRMBG OneFormerForUniversalSegmentation
Context length — —
Licence other mit
Commercial use Unknown Allowed
Languages — —
Downloads 30d 255,863 325,555
Downloads all time 18.0 M 997 K
Quantizations on the Hub SAFETENSORS —
Gated No No
First seen on the Hub 2023-12-12 2022-11-15

Download trend

Daily snapshots, last 90 days (13 Aug – 10 Nov)

449 K184 K
RMBG-1.4 oneformer_cityscapes_swin_large

VRAM side by side

On RTX 4090 · 24 GB · 8K context unless noted

RMBG-1.4 · fp16 0.7 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons