all-mpnet-base-v2 vs rubert-tiny2

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

sentence-transformers · A · Open weights
Params
110 M
Context
512
30d
20.5 M
apache-2.0 · commercial OK
cointegrated · B · Open weights
Params
30 M
Context
2,048
30d
460 K
mit · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification all-mpnet-base-v2 rubert-tiny2
Parameters 110 M 30 M
Architecture MPNetForMaskedLM BertForPreTraining
Context length 512 2,048
Licence apache-2.0 mit
Commercial use Allowed Allowed
Languages 1 1
Downloads 30d 20,462,590 460,230
Downloads all time 1.4 B 20.9 M
Quantizations on the Hub SAFETENSORS 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)

25.4 M367 K
all-mpnet-base-v2 rubert-tiny2

VRAM side by side

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

rubert-tiny2 · fp16 0.6 GB / 24 GB
✅ Runs comfortably
all-mpnet-base-v2 · fp16 1.0 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons