all-mpnet-base-v2 vs nomic-embed-text-v2-moe
Specs, VRAM requirements and download trends — updated 10 November 2026.
sentence-transformers · A · Open weights
Params
110 M
Context
512
30d
20.5 M
apache-2.0 · commercial OK
nomic-ai · B · Open weights
Params
480 M
Context
—
30d
736 K
apache-2.0 · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | all-mpnet-base-v2 | nomic-embed-text-v2-moe |
|---|---|---|
| Parameters | 110 M | 480 M |
| Architecture | MPNetForMaskedLM | NomicBertModel |
| Context length | 512 | — |
| Licence | apache-2.0 | apache-2.0 |
| Commercial use | Allowed | Allowed |
| Languages | 1 | 101 |
| Downloads 30d | 20,462,590 | 735,530 |
| Downloads all time | 1.4 B | 17.9 M |
| Quantizations on the Hub | SAFETENSORS | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2022-03-02 | 2025-02-07 |
Download trend
Daily snapshots, last 90 days (13 Aug – 10 Nov)
25.4 M736 K
all-mpnet-base-v2
nomic-embed-text-v2-moe
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-v2-moe · fp16
2.7 GB / 24 GB