bge-m3 vs paraphrase-MiniLM-L6-v2

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

BAAI · A · Open weights
Params
—
Context
8,192
30d
29.6 M
mit · commercial OK
sentence-transformers · B · Open weights
Params
20 M
Context
512
30d
1.5 M
apache-2.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification bge-m3 paraphrase-MiniLM-L6-v2
Parameters — 20 M
Architecture XLMRobertaModel BertModel
Context length 8,192 512
Licence mit apache-2.0
Commercial use Allowed Allowed
Languages — —
Downloads 30d 29,564,329 1,511,515
Downloads all time 362.4 M 164.1 M
Quantizations on the Hub — SAFETENSORS
Gated No No
First seen on the Hub 2024-01-27 2022-03-02

Download trend

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

38.2 M1.3 M
bge-m3 paraphrase-MiniLM-L6-v2

VRAM side by side

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

paraphrase-MiniLM-L6-v2 · fp16 0.6 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons