all-MiniLM-L6-v2 vs llama-nemotron-embed-1b-v2
Specs, VRAM requirements and download trends — updated 6 August 2026.
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | all-MiniLM-L6-v2 | llama-nemotron-embed-1b-v2 |
|---|---|---|
| Parameters | — | 1.2 B |
| Architecture | BertModel | LlamaBidirectionalModel |
| Context length | 512 | 131,072 |
| Licence | apache-2.0 | other |
| Commercial use | Allowed | Unknown |
| Languages | — | 1 |
| Downloads 30d | 2,885,743 | 827,762 |
| Downloads all time | 23.6 M | 3.3 M |
| Quantizations on the Hub | — | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2023-05-02 | 2025-10-16 |
Download trend
Daily snapshots, last 10 days (28 Jul – 6 Aug)
2.9 M791 K
all-MiniLM-L6-v2
llama-nemotron-embed-1b-v2
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
llama-nemotron-embed-1b-v2 · fp16 @ 128K ctx
6.2 GB / 24 GB