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

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

Helsinki-NLP · A · Open weights
Params
—
Context
512
30d
565 K
apache-2.0 · commercial OK
sugoitoolkit · B · Open weights
Params
—
Context
—
30d
50 K
apache-2.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification opus-mt-en-ru Sugoi-32B-Ultra-GGUF
Parameters — —
Architecture MarianMTModel —
Context length 512 —
Licence apache-2.0 apache-2.0
Commercial use Allowed Allowed
Languages — 2
Downloads 30d 565,369 49,694
Downloads all time 8.6 M 1.2 M
Quantizations on the Hub — GGUF
Gated No No
First seen on the Hub 2022-03-02 2025-08-23

Download trend

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

722 K50 K
opus-mt-en-ru Sugoi-32B-Ultra-GGUF

VRAM side by side

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

Sugoi-32B-Ultra-GGUF · Q4_K_M 22.3 GB / 24 GB
⚠️ Tight — reduce context

Adjacent comparisons