Qwen3-VL-Embedding-8B vs all-MiniLM-L6-v2-onnx
Specs, VRAM requirements and download trends — updated 6 August 2026.
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | Qwen3-VL-Embedding-8B | all-MiniLM-L6-v2-onnx |
|---|---|---|
| Parameters | 8.1 B | — |
| Architecture | Qwen3VLForConditionalGeneration | BertModel |
| Context length | — | 512 |
| Licence | apache-2.0 | apache-2.0 |
| Commercial use | Allowed | Allowed |
| Languages | — | — |
| Downloads 30d | 2,370,254 | 1,117,815 |
| Downloads all time | 8.2 M | 8.1 M |
| Quantizations on the Hub | SAFETENSORS | — |
| Gated | No | No |
| First seen on the Hub | 2026-01-07 | 2024-01-16 |
Download trend
Daily snapshots, last 10 days (28 Jul – 6 Aug)
2.4 M1.1 M
Qwen3-VL-Embedding-8B
all-MiniLM-L6-v2-onnx
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
Qwen3-VL-Embedding-8B · fp16
19.6 GB / 24 GB