jinaai/jina-embeddings-v5-omni-small
Feature Extraction • 2B • Updated • 29.9k • 53
AI & ML interests
Search foundation: embeddings, rerankers, small LMs for better search
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Papers
jina-embeddings-v5-omni: Text-Geometry-Preserving Multimodal Embeddings via Frozen-Tower Composition
jina-embeddings-v5-text: Task-Targeted Embedding Distillation
jinaai/jina-embeddings-v5-omni-nano
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jinaai/jina-embeddings-v5-omni-small-text-matching
Feature Extraction • 2B • Updated • 12.1k • 1
jinaai/jina-embeddings-v5-omni-small-clustering
Feature Extraction • 2B • Updated • 12.1k • 1
jinaai/jina-embeddings-v5-omni-small-classification
Feature Extraction • 2B • Updated • 15.3k • 1
jinaai/jina-embeddings-v5-omni-nano-text-matching
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jinaai/jina-embeddings-v5-omni-nano-clustering
Feature Extraction • 0.9B • Updated • 10.9k • 2
jinaai/jina-embeddings-v5-omni-nano-classification
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jinaai/jina-embeddings-v5-omni-small-retrieval
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jinaai/jina-embeddings-v5-omni-nano-retrieval
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jinaai/jina-embeddings-v5-omni-nano-mlx
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jinaai/jina-embeddings-v5-omni-small-mlx
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jinaai/jina-embeddings-v5-omni-small-text-matching-GGUF
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jinaai/jina-embeddings-v5-omni-small-clustering-GGUF
Feature Extraction • 0.6B • Updated • 1.2k • 1
jinaai/jina-embeddings-v5-omni-small-classification-GGUF
Feature Extraction • 0.6B • Updated • 1.19k • 1
jinaai/jina-embeddings-v5-omni-small-retrieval-GGUF
Feature Extraction • 0.6B • Updated • 1.54k • 2
jinaai/jina-embeddings-v5-omni-nano-text-matching-GGUF
Feature Extraction • 0.2B • Updated • 1.35k • 1
jinaai/jina-embeddings-v5-omni-nano-clustering-GGUF
Feature Extraction • 0.2B • Updated • 1.13k
jinaai/jina-embeddings-v5-omni-nano-classification-GGUF
Feature Extraction • 0.2B • Updated • 1.32k
jinaai/jina-embeddings-v5-omni-nano-retrieval-GGUF
Feature Extraction • 0.2B • Updated • 1.28k • 1
jinaai/jina-embeddings-v5-omni-small-text-matching-mlx
Feature Extraction • 2B • Updated • 120
jinaai/jina-embeddings-v5-omni-small-clustering-mlx
Feature Extraction • 2B • Updated • 80
jinaai/jina-embeddings-v5-omni-small-classification-mlx
Feature Extraction • 2B • Updated • 78
jinaai/jina-embeddings-v5-omni-small-retrieval-mlx
Feature Extraction • 2B • Updated • 185 • 1
jinaai/jina-embeddings-v5-omni-nano-text-matching-mlx
Feature Extraction • 0.9B • Updated • 212
jinaai/jina-embeddings-v5-omni-nano-clustering-mlx
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jinaai/jina-embeddings-v5-omni-nano-classification-mlx
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jinaai/jina-embeddings-v5-omni-nano-retrieval-mlx
Feature Extraction • 0.9B • Updated • 140 • 1
jinaai/jina-embeddings-v5-text-small-text-matching
Sentence Similarity • 0.6B • Updated • 8.2k • 10
jinaai/jina-embeddings-v5-text-small-classification
Text Classification • 0.6B • Updated • 3.55k • 3