bm25 vs nomic-embed-code
Specs, VRAM requirements and download trends — updated 21 September 2026.
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | bm25 | nomic-embed-code |
|---|---|---|
| Parameters | — | 7.1 B |
| Architecture | — | Qwen2Model |
| Context length | — | 32,768 |
| Licence | apache-2.0 | apache-2.0 |
| Commercial use | Allowed | Allowed |
| Languages | 18 | — |
| Downloads 30d | 1,048,277 | 470,998 |
| Downloads all time | 9.2 M | 2.6 M |
| Quantizations on the Hub | — | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2024-06-13 | 2025-03-24 |
Download trend
Daily snapshots, last 56 days (28 Jul – 21 Sep)
1.1 M391 K
bm25
nomic-embed-code
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
nomic-embed-code · fp16
32.7 GB / 24 GB