bge-m3 vs all-roberta-large-v1
Specs, VRAM requirements and download trends — updated 21 September 2026.
sentence-transformers · B
Params
360 M
Context
512
30d
632 K
apache-2.0 · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | bge-m3 | all-roberta-large-v1 |
|---|---|---|
| Parameters | — | 360 M |
| Architecture | XLMRobertaModel | RobertaForMaskedLM |
| Context length | 8,192 | 512 |
| Licence | mit | apache-2.0 |
| Commercial use | Allowed | Allowed |
| Languages | — | 1 |
| Downloads 30d | 37,633,121 | 631,850 |
| Downloads all time | 310.2 M | 26.7 M |
| Quantizations on the Hub | — | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2024-01-27 | 2022-03-02 |
Download trend
Daily snapshots, last 56 days (28 Jul – 21 Sep)
38.2 M632 K
bge-m3
all-roberta-large-v1
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
all-roberta-large-v1 · fp16
2.1 GB / 24 GB