bge-reranker-v2-m3 vs inclusively-classification

Specs, VRAM requirements and download trends — updated 6 August 2026.

BAAI · A
Params
570 M
Context
8,192
30d
19.2 M
apache-2.0 · commercial OK
E-MIMIC · B
Params
110 M
Context
512
30d
521 K
cc-by-nc-sa-4.0 · non-commercial

Specification comparison

Differences are highlighted; identical values are muted.

Specification bge-reranker-v2-m3 inclusively-classification
Parameters 570 M 110 M
Architecture XLMRobertaForSequenceClassification BertForSequenceClassification
Context length 8,192 512
Licence apache-2.0 cc-by-nc-sa-4.0
Commercial use Allowed Not allowed
Languages 1
Downloads 30d 19,224,490 521,132
Downloads all time 111.6 M 4.5 M
Quantizations on the Hub SAFETENSORS SAFETENSORS
Gated No No
First seen on the Hub 2024-03-15 2023-06-23

Download trend

Daily snapshots, last 10 days (28 Jul – 6 Aug)

19.3 M521 K
bge-reranker-v2-m3 inclusively-classification

VRAM side by side

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

inclusively-classification · fp16 1.0 GB / 24 GB
✅ Runs comfortably
bge-reranker-v2-m3 · fp16 3.1 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons