all-MiniLM-L6-v2 vs USER2-base
Specs, VRAM requirements and download trends — updated 24 October 2026.
sentence-transformers · A · Open weights
Params
20 M
Context
512
30d
193.4 M
apache-2.0 · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | all-MiniLM-L6-v2 | USER2-base |
|---|---|---|
| Parameters | 20 M | 149 M |
| Architecture | BertModel | ModernBertModel |
| Context length | 512 | 8,192 |
| Licence | apache-2.0 | apache-2.0 |
| Commercial use | Allowed | Allowed |
| Languages | 1 | 1 |
| Downloads 30d | 193,424,443 | 739,877 |
| Downloads all time | 4.1 B | 1.1 M |
| Quantizations on the Hub | SAFETENSORS | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2022-03-02 | 2025-02-25 |
Download trend
Daily snapshots, last 89 days (28 Jul – 24 Oct)
259.7 M411 K
all-MiniLM-L6-v2
USER2-base
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
all-MiniLM-L6-v2 · fp16
0.6 GB / 24 GB
USER2-base · fp16
1.2 GB / 24 GB