opus-mt-fr-en vs Sugoi-32B-Ultra-GGUF

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

Helsinki-NLP · A
Params
80 M
Context
512
30d
900 K
apache-2.0 · commercial OK
sugoitoolkit · B
Params
Context
30d
256 K
apache-2.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification opus-mt-fr-en Sugoi-32B-Ultra-GGUF
Parameters 80 M
Architecture MarianMTModel
Context length 512
Licence apache-2.0 apache-2.0
Commercial use Allowed Allowed
Languages 2
Downloads 30d 900,374 255,853
Downloads all time 46.2 M 1.1 M
Quantizations on the Hub SAFETENSORS GGUF
Gated No No
First seen on the Hub 2022-03-02 2025-08-23

Download trend

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

902 K237 K
opus-mt-fr-en Sugoi-32B-Ultra-GGUF

VRAM side by side

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

opus-mt-fr-en · fp16 0.8 GB / 24 GB
✅ Runs comfortably
Sugoi-32B-Ultra-GGUF · Q4_K_M 22.3 GB / 24 GB
⚠️ Tight — reduce context

Adjacent comparisons