Jina AI

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company

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https://jina.ai/

AI & ML interests

Search foundation: embeddings, rerankers, small LMs for better search

Recent Activity

michael-guenther new activity 5 days ago

jinaai/jina-embeddings-v5-text-small:How to run with vLLM?

michael-guenther new activity 5 days ago

jinaai/jina-embeddings-v5-text-small:Add prebuild ONNX models for jinaai/jina-embeddings-v5-text-small

michael-guenther new activity 6 days ago

jinaai/jina-embeddings-v5-text-nano:Fine-Tuning

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Papers

jina-embeddings-v5-text: Task-Targeted Embedding Distillation

Jina-VLM: Small Multilingual Vision Language Model

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Organization Card

Community About org cards

Embeddings	Rerankers	Small LMs
jina-embeddings-v5-text-small (2026-02-18) HF \| ArXiv \| API \| Blog	jina-reranker-v3 (2025-10-03) HF \| ArXiv \| API \| Blog	jina-vlm (2025-12-04) HF \| ArXiv \| Blog
jina-embeddings-v5-text-nano (2026-02-18) HF \| ArXiv \| API \| Blog	jina-reranker-m0 (2025-04-08) HF \| API \| Blog	ReaderLM-v2 (2025-01-16) HF \| ArXiv \| API \| Blog
jina-code-embeddings-1.5b (2025-09-01) HF \| ArXiv \| API \| Blog	jina-reranker-v2-base-multilingual (2024-06-25) HF \| API \| Blog	reader-lm-1.5b (2024-08-11) HF \| Blog
jina-code-embeddings-0.5b (2025-09-01) HF \| ArXiv \| API \| Blog	jina-reranker-v1-turbo-en (2024-04-18) HF \| API \| Blog	reader-lm-0.5b (2024-08-11) HF \| Blog
jina-embeddings-v4 (2025-06-24) HF \| ArXiv \| API \| Blog	jina-reranker-v1-tiny-en (2024-04-18) HF \| API \| Blog	Reader API (2024-04-01) API
jina-clip-v2 (2024-11-05) HF \| ArXiv \| API \| Blog	jina-reranker-v1-base-en (2024-02-29) HF \| API \| Blog
jina-embeddings-v3 (2024-09-18) HF \| ArXiv \| API \| Blog
jina-colbert-v2 (2024-08-31) HF \| ArXiv \| 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

Collections 16

View 16 collections

spaces 2

Jina Embeddings V4 Retrieval Visual

👀

Visualize text-image similarity with interactive heatmaps

models 90

jinaai/jina-embeddings-v5-text-small-classification

Text Classification • 0.6B • Updated 7 days ago • 13.7k • 2

jinaai/jina-embeddings-v5-text-small-clustering

Feature Extraction • 0.6B • Updated 7 days ago • 13.5k • 4

jinaai/jina-embeddings-v5-text-small-text-matching

jinaai/jina-embeddings-v5-text-small-retrieval

jinaai/jina-embeddings-v5-text-nano-classification-GGUF

Text Classification • 0.2B • Updated 10 days ago • 6.45k

jinaai/jina-embeddings-v5-text-nano-clustering-GGUF

Feature Extraction • 0.2B • Updated 10 days ago • 6.29k

jinaai/jina-embeddings-v5-text-nano-retrieval-GGUF

jinaai/jina-embeddings-v5-text-nano-text-matching-GGUF

jinaai/jina-embeddings-v5-text-nano-classification

Text Classification • 0.2B • Updated 10 days ago • 17.1k • 5

jinaai/jina-embeddings-v5-text-nano-clustering

Feature Extraction • 0.2B • Updated 10 days ago • 16.3k • 5

View 90 models

datasets 168

Embeddings	Rerankers	Small LMs
jina-embeddings-v5-text-small (2026-02-18) HF \| ArXiv \| API \| Blog	jina-reranker-v3 (2025-10-03) HF \| ArXiv \| API \| Blog	jina-vlm (2025-12-04) HF \| ArXiv \| Blog
jina-embeddings-v5-text-nano (2026-02-18) HF \| ArXiv \| API \| Blog	jina-reranker-m0 (2025-04-08) HF \| API \| Blog	ReaderLM-v2 (2025-01-16) HF \| ArXiv \| API \| Blog
jina-code-embeddings-1.5b (2025-09-01) HF \| ArXiv \| API \| Blog	jina-reranker-v2-base-multilingual (2024-06-25) HF \| API \| Blog	reader-lm-1.5b (2024-08-11) HF \| Blog
jina-code-embeddings-0.5b (2025-09-01) HF \| ArXiv \| API \| Blog	jina-reranker-v1-turbo-en (2024-04-18) HF \| API \| Blog	reader-lm-0.5b (2024-08-11) HF \| Blog
jina-embeddings-v4 (2025-06-24) HF \| ArXiv \| API \| Blog	jina-reranker-v1-tiny-en (2024-04-18) HF \| API \| Blog	Reader API (2024-04-01) API
jina-clip-v2 (2024-11-05) HF \| ArXiv \| API \| Blog	jina-reranker-v1-base-en (2024-02-29) HF \| API \| Blog
jina-embeddings-v3 (2024-09-18) HF \| ArXiv \| API \| Blog
jina-colbert-v2 (2024-08-31) HF \| ArXiv \| 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