all-MiniLM-L6-v2 vs gte-small

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
thenlper · B
Params
30 M
Context
512
30d
1.1 M
mit · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification all-MiniLM-L6-v2 gte-small
Parameters 20 M 30 M
Architecture BertModel BertModel
Context length 512 512
Licence apache-2.0 mit
Commercial use Allowed Allowed
Languages 1 1
Downloads 30d 252,170,882 1,065,464
Downloads all time 3.9 B 31.0 M
Quantizations on the Hub SAFETENSORS SAFETENSORS
Gated No No
First seen on the Hub 2022-03-02 2023-07-27

Download trend

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

259.7 M618 K
all-MiniLM-L6-v2 gte-small

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
gte-small · fp16 0.6 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons