Jina AI publishes open-weight multimodal embedding and reranker models, including Jina Embeddings v2 / v3 and ColBERT-v2 retrievers used widely in production RAG stacks.
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2
Open weight
2
API only
0
Avg score
70.2
Top benchmark
78.8
STS
Total HF downloads
452.1K
First release
Feb 2026
Latest release
Feb 2026
Ranked by composite score across benchmarks, popularity, efficiency, and versatility.
| # | Model | Modality | Score | Params | Released |
|---|---|---|---|---|---|
| 1 | embedding | AA71.1 | — | Feb 2026 | |
| 2 | embedding | BB69.3 | — | Feb 2026 |
The strongest model from this provider in each modality. Click a card to open the model page.
How this provider’s catalog splits across text, image, video, audio, and embedding.
When each model shipped, newest first.
Composite grades across this provider’s catalog. Higher is better, blending benchmarks, popularity, and efficiency.
Models with downloadable weights, ranked by composite score.
| # | Model | Modality | Score | Params | Released |
|---|---|---|---|---|---|
| 1 | embedding | AA71.1 | — | Feb 2026 | |
| 2 | embedding | BB69.3 | — | Feb 2026 |
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