mbart-large-50-many-to-many-mmt vs opus-mt-mul-en

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

facebook · A · Open weights
Params
610 M
Context
1,024
30d
63 K
Helsinki-NLP · B · Open weights
Params
—
Context
512
30d
382 K
apache-2.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification mbart-large-50-many-to-many-mmt opus-mt-mul-en
Parameters 610 M —
Architecture MBartForConditionalGeneration MarianMTModel
Context length 1,024 512
Licence — apache-2.0
Commercial use Unknown Allowed
Languages 53 120
Downloads 30d 62,830 381,669
Downloads all time 9.2 M 8.0 M
Quantizations on the Hub SAFETENSORS —
Gated No No
First seen on the Hub 2022-03-02 2022-03-02

Download trend

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

382 K34 K
mbart-large-50-many-to-many-mmt opus-mt-mul-en

VRAM side by side

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

mbart-large-50-many-to-many-mmt · fp16 3.3 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons