bge-reranker-base vs toxic-bert

Specs, VRAM requirements and download trends — updated 24 October 2026.

BAAI · A · Open weights
Params
280 M
Context
512
30d
3.0 M
mit · commercial OK
unitary · B · Open weights
Params
110 M
Context
512
30d
216 K
apache-2.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification bge-reranker-base toxic-bert
Parameters 280 M 110 M
Architecture XLMRobertaForSequenceClassification BertForSequenceClassification
Context length 512 512
Licence mit apache-2.0
Commercial use Allowed Allowed
Languages 2 —
Downloads 30d 3,029,737 216,140
Downloads all time 53.1 M 19.8 M
Quantizations on the Hub SAFETENSORS SAFETENSORS
Gated No No
First seen on the Hub 2023-09-11 2022-03-02

Download trend

Daily snapshots, last 89 days (28 Jul – 24 Oct)

4.9 M206 K
bge-reranker-base toxic-bert

VRAM side by side

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

toxic-bert · fp16 1.0 GB / 24 GB
✅ Runs comfortably
bge-reranker-base · fp16 1.8 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons