jinaai/jina-embeddings-v5-text-small-text-matching
Sentence Similarity • 0.6B • Updated • 8.14k • 10
AI & ML interests
Search foundation: embeddings, rerankers, small LMs for better search
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Papers
jina-embeddings-v5-text: Task-Targeted Embedding Distillation
Jina-VLM: Small Multilingual Vision Language Model
jinaai/jina-embeddings-v5-text-small-classification
Text Classification • 0.6B • Updated • 11.5k • 3
jinaai/jina-embeddings-v5-text-small-clustering
Feature Extraction • 0.6B • Updated • 2.54k • 5
jinaai/jina-embeddings-v5-text-small-retrieval
Sentence Similarity • 0.6B • Updated • 46.1k • 20
jinaai/jina-embeddings-v5-text-nano-classification
Text Classification • 0.2B • Updated • 6.09k • 7
jinaai/jina-embeddings-v5-text-nano-clustering
Feature Extraction • 0.2B • Updated • 2.64k • 5
jinaai/jina-embeddings-v5-text-nano-text-matching
Sentence Similarity • 0.2B • Updated • 2.41k • 4
jinaai/jina-embeddings-v5-text-nano-retrieval
Sentence Similarity • 0.2B • Updated • 40.6k • 12
jinaai/jina-embeddings-v5-text-nano
Feature Extraction • Updated • 143k • 57
jinaai/jina-embeddings-v5-text-small
Feature Extraction • Updated • 207k • 143
jinaai/jina-reranker-m0
Text Classification • 2B • Updated • 137k • 118
jinaai/jina-embeddings-v4
Visual Document Retrieval • 4B • Updated • 305k • 500
jinaai/jina-embeddings-v3-hf
Feature Extraction • Updated • 3.66k • 3
jinaai/jina-embeddings-v3
Feature Extraction • 0.6B • Updated • 2.45M • 1.14k
jinaai/jina-clip-v1
Feature Extraction • 0.2B • Updated • 83.6k • 257
jinaai/jina-clip-v2
Feature Extraction • 0.9B • Updated • 61.6k • 330
jinaai/jina-vlm
Image-Text-to-Text • 2B • Updated • 819 • 114
jinaai/jina-reranker-v3
Text Ranking • Updated • 486k • 118
jinaai/jina-embeddings-v4-mlx-8bit
1B • Updated • 962 • 3
jinaai/xlm-roberta-flash-implementation
Updated • 73 • 34
jinaai/jina-embeddings-v5-text-nano-classification-GGUF
Text Classification • 0.2B • Updated • 261
jinaai/jina-embeddings-v5-text-nano-clustering-GGUF
Feature Extraction • 0.2B • Updated • 201
jinaai/jina-embeddings-v5-text-nano-retrieval-GGUF
Sentence Similarity • 0.2B • Updated • 1.19k • 1
jinaai/jina-embeddings-v5-text-nano-text-matching-GGUF
Sentence Similarity • 0.2B • Updated • 239 • 1
jinaai/jina-embeddings-v5-text-nano-mlx
Feature Extraction • Updated • 391 • 1
jinaai/jina-embeddings-v5-text-small-mlx
Feature Extraction • Updated • 459
jinaai/jina-embeddings-v5-text-nano-classification-mlx
Feature Extraction • Updated • 90
jinaai/jina-embeddings-v5-text-nano-clustering-mlx
Feature Extraction • Updated • 121
jinaai/jina-embeddings-v5-text-nano-text-matching-mlx
Feature Extraction • Updated • 233 • 1
jinaai/jina-embeddings-v5-text-nano-retrieval-mlx
Feature Extraction • Updated • 368