all-MiniLM-L6-v2 vs Qwen3-Embedding-4B-W4A16-G128
Specs, VRAM requirements and download trends — updated 6 August 2026.
boboliu · B
Params
4.1 B
Context
40,960
30d
532 K
apache-2.0 · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | all-MiniLM-L6-v2 | Qwen3-Embedding-4B-W4A16-G128 |
|---|---|---|
| Parameters | — | 4.1 B |
| Architecture | BertModel | Qwen3ForCausalLM |
| Context length | 512 | 40,960 |
| Licence | apache-2.0 | apache-2.0 |
| Commercial use | Allowed | Allowed |
| Languages | — | — |
| Downloads 30d | 2,885,743 | 532,142 |
| Downloads all time | 23.6 M | 1.6 M |
| Quantizations on the Hub | — | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2023-05-02 | 2025-06-06 |
Download trend
Daily snapshots, last 10 days (28 Jul – 6 Aug)
2.9 M532 K
all-MiniLM-L6-v2
Qwen3-Embedding-4B-W4A16-G128
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
Qwen3-Embedding-4B-W4A16-G128 · fp16
4.0 GB / 24 GB