bge-small-en-v1.5 vs all-MiniLM-L6-v2

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

BAAI · A · Open weights
Params
30 M
Context
512
30d
47.6 M
mit · commercial OK
Xenova · B · Open weights
Params
20 M
Context
512
30d
4.5 M
apache-2.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification bge-small-en-v1.5 all-MiniLM-L6-v2
Parameters 30 M 20 M
Architecture BertModel BertModel
Context length 512 512
Licence mit apache-2.0
Commercial use Allowed Allowed
Languages 1 —
Downloads 30d 47,585,573 4,506,671
Downloads all time 556.3 M 35.7 M
Quantizations on the Hub SAFETENSORS —
Gated No No
First seen on the Hub 2023-09-12 2023-05-02

Download trend

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

74.3 M2.5 M
bge-small-en-v1.5 all-MiniLM-L6-v2

VRAM side by side

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

bge-small-en-v1.5 · fp16 0.7 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons