all-mpnet-base-v2 vs USER2-base

Specs, VRAM requirements and download trends — updated 24 October 2026.

sentence-transformers · A · Open weights
Params
110 M
Context
512
30d
17.9 M
apache-2.0 · commercial OK
deepvk · B · Open weights
Params
149 M
Context
8,192
30d
740 K
apache-2.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification all-mpnet-base-v2 USER2-base
Parameters 110 M 149 M
Architecture MPNetForMaskedLM ModernBertModel
Context length 512 8,192
Licence apache-2.0 apache-2.0
Commercial use Allowed Allowed
Languages 1 1
Downloads 30d 17,881,048 739,877
Downloads all time 1.4 B 1.1 M
Quantizations on the Hub SAFETENSORS SAFETENSORS
Gated No No
First seen on the Hub 2022-03-02 2025-02-25

Download trend

Daily snapshots, last 89 days (28 Jul – 24 Oct)

28.0 M411 K
all-mpnet-base-v2 USER2-base

VRAM side by side

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

all-mpnet-base-v2 · fp16 1.0 GB / 24 GB
✅ Runs comfortably
USER2-base · fp16 1.2 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons