bge-m3 vs pubmedbert-base-embeddings

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
NeuML · B · Open weights
Params
110 M
Context
512
30d
848 K
apache-2.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification bge-m3 pubmedbert-base-embeddings
Parameters — 110 M
Architecture XLMRobertaModel BertModel
Context length 8,192 512
Licence mit apache-2.0
Commercial use Allowed Allowed
Languages — 1
Downloads 30d 29,564,329 848,033
Downloads all time 362.4 M 17.8 M
Quantizations on the Hub — SAFETENSORS
Gated No No
First seen on the Hub 2024-01-27 2023-10-18

Download trend

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

38.2 M764 K
bge-m3 pubmedbert-base-embeddings

VRAM side by side

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

pubmedbert-base-embeddings · fp16 1.0 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons