all-MiniLM-L6-v2 vs ruri-v3-310m

Specs, VRAM requirements and download trends — updated 21 September 2026.

sentence-transformers · A
Params
20 M
Context
512
30d
252.2 M
apache-2.0 · commercial OK
cl-nagoya · B
Params
310 M
Context
8,192
30d
492 K
apache-2.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification all-MiniLM-L6-v2 ruri-v3-310m
Parameters 20 M 310 M
Architecture BertModel ModernBertModel
Context length 512 8,192
Licence apache-2.0 apache-2.0
Commercial use Allowed Allowed
Languages 1 1
Downloads 30d 252,170,882 491,590
Downloads all time 3.9 B 5.4 M
Quantizations on the Hub SAFETENSORS SAFETENSORS
Gated No No
First seen on the Hub 2022-03-02 2025-04-09

Download trend

Daily snapshots, last 56 days (28 Jul – 21 Sep)

259.7 M410 K
all-MiniLM-L6-v2 ruri-v3-310m

VRAM side by side

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

all-MiniLM-L6-v2 · fp16 0.6 GB / 24 GB
✅ Runs comfortably
ruri-v3-310m · fp16 1.9 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons