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

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

sugoitoolkit · A · Open weights
Params
—
Context
—
30d
50 K
apache-2.0 · commercial OK
Helsinki-NLP · B · Open weights
Params
—
Context
512
30d
694 K
cc-by-4.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification Sugoi-32B-Ultra-GGUF opus-mt-zh-en
Parameters — —
Architecture — MarianMTModel
Context length — 512
Licence apache-2.0 cc-by-4.0
Commercial use Allowed Allowed
Languages 2 2
Downloads 30d 49,694 693,691
Downloads all time 1.2 M 69.7 M
Quantizations on the Hub GGUF —
Gated No No
First seen on the Hub 2025-08-23 2022-03-02

Download trend

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

694 K50 K
Sugoi-32B-Ultra-GGUF opus-mt-zh-en

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