0.6B Listwise Reranker for SOTA Multilingual Retrieval
AI & ML interests
Search foundation: embeddings, rerankers, small LMs for better search
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Papers
jina-reranker-v3: Last but Not Late Interaction for Document Reranking
Efficient Code Embeddings from Code Generation Models
Organization Card
MCP | Homepage | Blog | Download Logo | GitHub | Hugging Face | X/Twitter | LinkedIn | Discord | Email | AWS | Azure | GCP
| Embeddings | Rerankers | ReaderLMs |
|---|---|---|
| jina-code-embeddings-1.5b (2025-09-01) HF | ArXiv | API | Blog |
jina-reranker-v3 (2025-10-03) HF | ArXiv | API | Blog |
ReaderLM-v2 (2025-01-16) HF | ArXiv | API | Blog |
| jina-code-embeddings-0.5b (2025-09-01) HF | ArXiv | API | Blog |
jina-reranker-m0 (2025-04-08) HF | API | Blog |
reader-lm-1.5b (2024-08-11) HF | Blog |
| jina-embeddings-v4 (2025-06-24) HF | ArXiv | API | Blog |
jina-reranker-v2-base-multilingual (2024-06-25) HF | API | Blog |
reader-lm-0.5b (2024-08-11) HF | Blog |
| jina-clip-v2 (2024-11-05) HF | ArXiv | API | Blog |
jina-reranker-v1-turbo-en (2024-04-18) HF | API | Blog |
Reader API (2024-04-01) API |
| jina-embeddings-v3 (2024-09-18) HF | ArXiv | API | Blog |
jina-reranker-v1-tiny-en (2024-04-18) HF | API | Blog |
|
| jina-colbert-v2 (2024-08-31) HF | ArXiv | API | Blog |
jina-reranker-v1-base-en (2024-02-29) HF | API | Blog |
|
| jina-clip-v1 (2024-06-05) HF | ArXiv | API | Blog |
||
| jina-colbert-v1-en (2024-02-17) HF | API | Blog |
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| jina-embeddings-v2-base-es (2024-02-14) HF | ArXiv | API | Blog |
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| jina-embeddings-v2-base-code (2024-02-05) HF | API | Blog |
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| jina-embeddings-v2-base-de (2024-01-15) HF | ArXiv | API | Blog |
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| jina-embeddings-v2-base-zh (2024-01-09) HF | ArXiv | API | Blog |
||
| jina-embeddings-v2-base-en (2023-10-28) HF | ArXiv | API | Blog |
||
| jina-embedding-b-en-v1 (2023-06-17) HF | ArXiv | API |
high quality code embeddings trained from code generation models
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Efficient Code Embeddings from Code Generation Models
Paper • 2508.21290 • Published • 18 -
jinaai/jina-code-embeddings-1.5b
Feature Extraction • 2B • Updated • 4.81k • 26 -
jinaai/jina-code-embeddings-0.5b
Feature Extraction • 0.5B • Updated • 9.05k • 15 -
jinaai/jina-code-embeddings-1.5b-GGUF
2B • Updated • 881 • 12
0.6B Listwise Reranker for SOTA Multilingual Retrieval
high quality code embeddings trained from code generation models
-
Efficient Code Embeddings from Code Generation Models
Paper • 2508.21290 • Published • 18 -
jinaai/jina-code-embeddings-1.5b
Feature Extraction • 2B • Updated • 4.81k • 26 -
jinaai/jina-code-embeddings-0.5b
Feature Extraction • 0.5B • Updated • 9.05k • 15 -
jinaai/jina-code-embeddings-1.5b-GGUF
2B • Updated • 881 • 12
models
58
jinaai/jina-reranker-v2-base-multilingual
Text Ranking
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0.3B
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Updated
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712k
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321
jinaai/jina-reranker-v3
Text Ranking
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Updated
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29.9k
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47
jinaai/jina-reranker-v3-GGUF
Text Ranking
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0.6B
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Updated
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1.8k
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6
jinaai/jina-reranker-v3-mlx
Text Ranking
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0.6B
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Updated
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109
jinaai/jina-code-embeddings-0.5b
Feature Extraction
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0.5B
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Updated
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9.05k
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15
jinaai/jina-code-embeddings-1.5b
Feature Extraction
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2B
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Updated
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4.81k
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26
jinaai/jina-embeddings-v4-text-matching-GGUF
3B
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Updated
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2.96k
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5
jinaai/jina-embeddings-v4-text-code-GGUF
3B
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Updated
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3.07k
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7
jinaai/jina-embeddings-v4-text-retrieval-GGUF
3B
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Updated
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6.85k
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22
jinaai/jina-embeddings-v4-vllm-retrieval
Visual Document Retrieval
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4B
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Updated
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29.9k
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32
datasets
168
jinaai/documentation-images
Viewer
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Updated
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1
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33.2k
jinaai/arxivqa
Viewer
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Updated
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499
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316
jinaai/docqa_energy
Viewer
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Updated
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993
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287
jinaai/tabfquad
Viewer
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Updated
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191
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251
jinaai/docqa_gov_report
Viewer
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Updated
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998
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290
jinaai/docvqa
Viewer
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Updated
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499
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259
jinaai/infovqa
Viewer
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Updated
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500
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272
jinaai/tatqa
Viewer
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Updated
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394
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251
jinaai/shiftproject
Viewer
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Updated
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998
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250
jinaai/docqa_artificial_intelligence
Viewer
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Updated
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990
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303