bge-m3 vs Octen-Embedding-8B
Specs, VRAM requirements and download trends — updated 20 September 2026.
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | bge-m3 | Octen-Embedding-8B |
|---|---|---|
| Parameters | — | 7.6 B |
| Architecture | XLMRobertaModel | Qwen3Model |
| Context length | 8,192 | 40,960 |
| Licence | mit | apache-2.0 |
| Commercial use | Allowed | Allowed |
| Languages | — | 3 |
| Downloads 30d | 38,045,991 | 929,149 |
| Downloads all time | 309.1 M | 1.1 M |
| Quantizations on the Hub | — | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2024-01-27 | 2025-12-23 |
Download trend
Daily snapshots, last 55 days (28 Jul – 20 Sep)
38.2 M453 K
bge-m3
Octen-Embedding-8B
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
Octen-Embedding-8B · fp16
18.3 GB / 24 GB