bge-reranker-v2-m3 vs roberta-large-mnli
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
FacebookAI · B · Open weights
Params
360 M
Context
512
30d
246 K
mit · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | bge-reranker-v2-m3 | roberta-large-mnli |
|---|---|---|
| Parameters | 570 M | 360 M |
| Architecture | XLMRobertaForSequenceClassification | RobertaForSequenceClassification |
| Context length | 8,192 | 512 |
| Licence | apache-2.0 | mit |
| Commercial use | Allowed | Allowed |
| Languages | 1 | 1 |
| Downloads 30d | 14,678,539 | 245,953 |
| Downloads all time | 157.5 M | 25.6 M |
| Quantizations on the Hub | SAFETENSORS | 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 M203 K
bge-reranker-v2-m3
roberta-large-mnli
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
roberta-large-mnli · fp16
2.1 GB / 24 GB
bge-reranker-v2-m3 · fp16
3.1 GB / 24 GB