0.6B Listwise Reranker for SOTA Multilingual Retrieval
AI & ML interests
Search foundation: embeddings, rerankers, small LMs for better search
Recent Activity
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 |
||
| jina-embeddings-v2-base-es (2024-02-14) HF | ArXiv | API | Blog |
||
| jina-embeddings-v2-base-code (2024-02-05) HF | API | Blog |
||
| jina-embeddings-v2-base-de (2024-01-15) HF | ArXiv | API | Blog |
||
| 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
-
Efficient Code Embeddings from Code Generation Models
Paper • 2508.21290 • Published • 19 -
jinaai/jina-code-embeddings-1.5b
Feature Extraction • 2B • Updated • 3.97k • 28 -
jinaai/jina-code-embeddings-0.5b
Feature Extraction • 0.5B • Updated • 16.8k • 17 -
jinaai/jina-code-embeddings-1.5b-GGUF
2B • Updated • 1.83k • 13
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 • 19 -
jinaai/jina-code-embeddings-1.5b
Feature Extraction • 2B • Updated • 3.97k • 28 -
jinaai/jina-code-embeddings-0.5b
Feature Extraction • 0.5B • Updated • 16.8k • 17 -
jinaai/jina-code-embeddings-1.5b-GGUF
2B • Updated • 1.83k • 13
models
58
jinaai/jina-reranker-v2-base-multilingual
Text Ranking
•
0.3B
•
Updated
•
481k
•
324
jinaai/jina-reranker-v3
Text Ranking
•
Updated
•
91.1k
•
54
jinaai/jina-reranker-v3-GGUF
Text Ranking
•
0.6B
•
Updated
•
1.88k
•
7
jinaai/jina-reranker-v3-mlx
Text Ranking
•
0.6B
•
Updated
•
72
jinaai/jina-code-embeddings-0.5b
Feature Extraction
•
0.5B
•
Updated
•
16.8k
•
17
jinaai/jina-code-embeddings-1.5b
Feature Extraction
•
2B
•
Updated
•
3.97k
•
28
jinaai/jina-embeddings-v4-text-matching-GGUF
3B
•
Updated
•
3.57k
•
6
jinaai/jina-embeddings-v4-text-code-GGUF
3B
•
Updated
•
2.84k
•
8
jinaai/jina-embeddings-v4-text-retrieval-GGUF
3B
•
Updated
•
7.85k
•
23
jinaai/jina-embeddings-v4-vllm-retrieval
Visual Document Retrieval
•
4B
•
Updated
•
12k
•
32
datasets
168
jinaai/documentation-images
Viewer
•
Updated
•
1
•
30.9k
jinaai/arxivqa
Viewer
•
Updated
•
499
•
253
jinaai/docqa_energy
Viewer
•
Updated
•
993
•
246
jinaai/tabfquad
Viewer
•
Updated
•
191
•
212
jinaai/docqa_gov_report
Viewer
•
Updated
•
998
•
256
jinaai/docvqa
Viewer
•
Updated
•
499
•
212
jinaai/infovqa
Viewer
•
Updated
•
500
•
238
jinaai/tatqa
Viewer
•
Updated
•
394
•
213
jinaai/shiftproject
Viewer
•
Updated
•
998
•
237
jinaai/docqa_artificial_intelligence
Viewer
•
Updated
•
990
•
259