jina-embeddings-v3 vs w2v-bert-2.0
Specs, VRAM requirements and download trends — updated 21 September 2026.
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | jina-embeddings-v3 | w2v-bert-2.0 |
|---|---|---|
| Parameters | 570 M | 580 M |
| Architecture | XLMRobertaModel | Wav2Vec2BertModel |
| Context length | 8,192 | — |
| Licence | cc-by-nc-4.0 | mit |
| Commercial use | Not allowed | Allowed |
| Languages | 94 | 96 |
| Downloads 30d | 1,993,730 | 2,165,100 |
| Downloads all time | 80.9 M | 40.8 M |
| Quantizations on the Hub | SAFETENSORS | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2024-09-05 | 2023-12-19 |
Download trend
Daily snapshots, last 56 days (28 Jul – 21 Sep)
3.2 M1.3 M
jina-embeddings-v3
w2v-bert-2.0
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
jina-embeddings-v3 · fp16
1.8 GB / 24 GB
w2v-bert-2.0 · fp16
3.1 GB / 24 GB