bge-reranker-base vs inclusively-classification

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

BAAI · A
Params
280 M
Context
512
30d
4.6 M
mit · 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-base inclusively-classification
Parameters 280 M 110 M
Architecture XLMRobertaForSequenceClassification BertForSequenceClassification
Context length 512 512
Licence mit cc-by-nc-sa-4.0
Commercial use Allowed Not allowed
Languages 2
Downloads 30d 4,552,180 521,132
Downloads all time 43.5 M 4.5 M
Quantizations on the Hub SAFETENSORS SAFETENSORS
Gated No No
First seen on the Hub 2023-09-11 2023-06-23

Download trend

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

4.9 M521 K
bge-reranker-base 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-base · fp16 1.8 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons