nomic-embed-text-v1 vs rubert-tiny2
Specs, VRAM requirements and download trends — updated 22 August 2026.
nomic-ai · A · Open weights
Params
140 M
Context
8,192
30d
836 K
apache-2.0 · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | nomic-embed-text-v1 | rubert-tiny2 |
|---|---|---|
| Parameters | 140 M | 30 M |
| Architecture | NomicBertModel | BertForPreTraining |
| Context length | 8,192 | 2,048 |
| Licence | apache-2.0 | mit |
| Commercial use | Allowed | Allowed |
| Languages | 1 | 1 |
| Downloads 30d | 835,626 | 460,230 |
| Downloads all time | 60.0 M | 20.9 M |
| Quantizations on the Hub | SAFETENSORS | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2024-01-31 | 2022-03-02 |
Download trend
Daily snapshots, last 90 days (13 Aug – 10 Nov)
4.7 M367 K
nomic-embed-text-v1
rubert-tiny2
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
rubert-tiny2 · fp16
0.6 GB / 24 GB
nomic-embed-text-v1 · fp16
1.1 GB / 24 GB