all-MiniLM-L6-v2 vs all-mpnet-base-v2
Specs, VRAM requirements and download trends — updated 15 October 2026.
sentence-transformers · A
Params
20 M
Context
512
30d
218.1 M
apache-2.0 · commercial OK
sentence-transformers · B
Params
110 M
Context
512
30d
18.1 M
apache-2.0 · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | all-MiniLM-L6-v2 | all-mpnet-base-v2 |
|---|---|---|
| Parameters | 20 M | 110 M |
| Architecture | BertModel | MPNetForMaskedLM |
| Context length | 512 | 512 |
| Licence | apache-2.0 | apache-2.0 |
| Commercial use | Allowed | Allowed |
| Languages | 1 | 1 |
| Downloads 30d | 218,138,134 | 18,064,033 |
| Downloads all time | 4.1 B | 1.4 B |
| Quantizations on the Hub | SAFETENSORS | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2022-03-02 | 2022-03-02 |
Download trend
Daily snapshots, last 80 days (28 Jul – 15 Oct)
259.7 M18.0 M
all-MiniLM-L6-v2
all-mpnet-base-v2
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
all-MiniLM-L6-v2 · fp16
0.6 GB / 24 GB
all-mpnet-base-v2 · fp16
1.0 GB / 24 GB