jina-embeddings-v3 vs pplx-embed-v1-0.6b
Specs, VRAM requirements and download trends — updated 6 August 2026.
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | jina-embeddings-v3 | pplx-embed-v1-0.6b |
|---|---|---|
| Parameters | 570 M | 600 M |
| Architecture | XLMRobertaModel | PPLXQwen3Model |
| Context length | 8,192 | 32,768 |
| Licence | cc-by-nc-4.0 | mit |
| Commercial use | Not allowed | Allowed |
| Languages | 94 | 1 |
| Downloads 30d | 3,241,662 | 460,968 |
| Downloads all time | 77.2 M | 2.2 M |
| Quantizations on the Hub | SAFETENSORS | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2024-09-05 | 2026-01-14 |
Download trend
Daily snapshots, last 10 days (28 Jul – 6 Aug)
3.2 M461 K
jina-embeddings-v3
pplx-embed-v1-0.6b
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
jina-embeddings-v3 · fp16
1.8 GB / 24 GB
pplx-embed-v1-0.6b · fp16
3.2 GB / 24 GB