all-MiniLM-L6-v2 vs nomic-embed-text-v2-moe
Specs, VRAM requirements and download trends — updated 6 August 2026.
sentence-transformers · A
Params
20 M
Context
512
30d
257.8 M
apache-2.0 · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | all-MiniLM-L6-v2 | nomic-embed-text-v2-moe |
|---|---|---|
| Parameters | 20 M | 480 M |
| Architecture | BertModel | NomicBertModel |
| Context length | 512 | — |
| Licence | apache-2.0 | apache-2.0 |
| Commercial use | Allowed | Allowed |
| Languages | 1 | 101 |
| Downloads 30d | 257,806,986 | 1,532,855 |
| Downloads all time | 3.5 B | 13.4 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 10 days (28 Jul – 6 Aug)
259.6 M1.5 M
all-MiniLM-L6-v2
nomic-embed-text-v2-moe
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
all-MiniLM-L6-v2 · fp16
0.6 GB / 24 GB
nomic-embed-text-v2-moe · fp16
2.7 GB / 24 GB