all-mpnet-base-v2 vs nomic-embed-text-v1
Specs, VRAM requirements and download trends — updated 21 September 2026.
sentence-transformers · A
Params
110 M
Context
512
30d
22.2 M
apache-2.0 · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | all-mpnet-base-v2 | nomic-embed-text-v1 |
|---|---|---|
| Parameters | 110 M | 140 M |
| Architecture | MPNetForMaskedLM | NomicBertModel |
| Context length | 512 | 8,192 |
| Licence | apache-2.0 | apache-2.0 |
| Commercial use | Allowed | Allowed |
| Languages | 1 | 1 |
| Downloads 30d | 22,242,121 | 3,157,609 |
| Downloads all time | 1.3 B | 57.4 M |
| Quantizations on the Hub | SAFETENSORS | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2022-03-02 | 2024-01-31 |
Download trend
Daily snapshots, last 56 days (28 Jul – 21 Sep)
28.0 M3.2 M
all-mpnet-base-v2
nomic-embed-text-v1
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
all-mpnet-base-v2 · fp16
1.0 GB / 24 GB
nomic-embed-text-v1 · fp16
1.1 GB / 24 GB