bge-m3 vs Octen-Embedding-8B
Specs, VRAM requirements and download trends — updated 19 October 2026.
Octen · B · Open weights
Params
7.6 B
Context
40,960
30d
382 K
apache-2.0 · commercial OK
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 | 29,564,329 | 382,321 |
| Downloads all time | 362.4 M | 1.5 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 90 days (13 Aug – 10 Nov)
38.2 M382 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