clipseg-rd64-refined vs BiRefNet

Specs, VRAM requirements and download trends — updated 6 August 2026.

CIDAS · A

Params

150 M

Context

—

30d

1.1 M

apache-2.0 · commercial OK

ZhengPeng7 · B

Params

220 M

Context

—

30d

715 K

mit · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification	clipseg-rd64-refined	BiRefNet
Parameters	150 M	220 M
Architecture	CLIPSegForImageSegmentation	BiRefNet
Context length	—	—
Licence	apache-2.0	mit
Commercial use	Allowed	Allowed
Languages	—	—
Downloads 30d	1,104,763	715,119
Downloads all time	150.4 M	18.1 M
Quantizations on the Hub	SAFETENSORS	SAFETENSORS
Gated	No	No
First seen on the Hub	2022-11-01	2024-07-12

Daily snapshots, last 10 days (28 Jul – 6 Aug)

1.1 M715 K

clipseg-rd64-refined BiRefNet

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

BiRefNet · fp16 1.0 GB / 24 GB

✅ Runs comfortably

clipseg-rd64-refined · fp16 1.2 GB / 24 GB

✅ Runs comfortably