bge-reranker-v2-m3 vs unbiased-toxic-roberta
Specs, VRAM requirements and download trends — updated 24 October 2026.
BAAI · A · Open weights
Params
570 M
Context
8,192
30d
14.7 M
apache-2.0 · commercial OK
unitary · B · Open weights
Params
—
Context
512
30d
871 K
apache-2.0 · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | bge-reranker-v2-m3 | unbiased-toxic-roberta |
|---|---|---|
| Parameters | 570 M | — |
| Architecture | XLMRobertaForSequenceClassification | RobertaForSequenceClassification |
| Context length | 8,192 | 512 |
| Licence | apache-2.0 | apache-2.0 |
| Commercial use | Allowed | Allowed |
| Languages | 1 | — |
| Downloads 30d | 14,678,539 | 871,087 |
| Downloads all time | 157.5 M | 3.9 M |
| Quantizations on the Hub | SAFETENSORS | — |
| Gated | No | No |
| First seen on the Hub | 2024-03-15 | 2022-03-02 |
Download trend
Daily snapshots, last 89 days (28 Jul – 24 Oct)
19.3 M240 K
bge-reranker-v2-m3
unbiased-toxic-roberta
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
bge-reranker-v2-m3 · fp16
3.1 GB / 24 GB