all-MiniLM-L6-v2 vs nli-mpnet-base-v2
Specs, VRAM requirements and download trends — updated 7 August 2026.
sentence-transformers · A
Params
20 M
Context
512
30d
252.4 M
apache-2.0 · commercial OK
sentence-transformers · B
Params
110 M
Context
512
30d
439 K
apache-2.0 · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | all-MiniLM-L6-v2 | nli-mpnet-base-v2 |
|---|---|---|
| Parameters | 20 M | 110 M |
| Architecture | BertModel | MPNetModel |
| Context length | 512 | 512 |
| Licence | apache-2.0 | apache-2.0 |
| Commercial use | Allowed | Allowed |
| Languages | 1 | — |
| Downloads 30d | 252,446,310 | 438,612 |
| Downloads all time | 3.5 B | 7.6 M |
| 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 11 days (28 Jul – 7 Aug)
259.6 M439 K
all-MiniLM-L6-v2
nli-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
nli-mpnet-base-v2 · fp16
1.0 GB / 24 GB