vit_base_patch16_224.augreg2_in21k_ft_in1k vs efficientvit_l2.r288_in1k

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

timm · A · Open weights
Params
90 M
Context
—
30d
402 K
apache-2.0 · commercial OK
timm · B · Open weights
Params
64 M
Context
—
30d
1.3 M
apache-2.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification vit_base_patch16_224.augreg2_in21k_ft_in1k efficientvit_l2.r288_in1k
Parameters 90 M 64 M
Architecture — —
Context length — —
Licence apache-2.0 apache-2.0
Commercial use Allowed Allowed
Languages — —
Downloads 30d 402,013 1,283,864
Downloads all time 18.3 M 1.3 M
Quantizations on the Hub SAFETENSORS SAFETENSORS
Gated No No
First seen on the Hub 2022-12-22 2023-11-21

Download trend

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

1.3 M377 K
vit_base_patch16_224.augreg2_in21k_ft_in1k efficientvit_l2.r288_in1k

VRAM side by side

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

efficientvit_l2.r288_in1k · fp16 0.8 GB / 24 GB
✅ Runs comfortably
vit_base_patch16_224.augreg2_in21k_ft_in1k · fp16 0.9 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons