jina-embeddings-v5-text: Task-Targeted Embedding Distillation
Paper
• 2602.15547 • Published
• 23
jina-embeddings-v5-text
Our 5th-gen embeddings: two lightweight multilingual models with SOTA performance in retrieval, matching, clustering, and classification.
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jinaai/jina-embeddings-v5-text-small
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jinaai/jina-embeddings-v5-text-nano
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jinaai/jina-embeddings-v5-text-small-text-matching
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jinaai/jina-embeddings-v5-text-small-retrieval
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jinaai/jina-embeddings-v5-text-small-clustering
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jinaai/jina-embeddings-v5-text-small-classification
Text Classification • 0.6B • Updated • 10.8k • 2 -
jinaai/jina-embeddings-v5-text-nano-retrieval
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jinaai/jina-embeddings-v5-text-nano-clustering
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jinaai/jina-embeddings-v5-text-nano-text-matching
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jinaai/jina-embeddings-v5-text-nano-classification
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jinaai/jina-embeddings-v5-text-small-retrieval-mlx
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jinaai/jina-embeddings-v5-text-small-text-matching-mlx
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jinaai/jina-embeddings-v5-text-small-clustering-mlx
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jinaai/jina-embeddings-v5-text-small-classification-mlx
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jinaai/jina-embeddings-v5-text-small-retrieval-GGUF
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jinaai/jina-embeddings-v5-text-small-text-matching-GGUF
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jinaai/jina-embeddings-v5-text-small-classification-GGUF
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jinaai/jina-embeddings-v5-text-small-clustering-GGUF
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jinaai/jina-embeddings-v5-text-nano-retrieval-GGUF
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jinaai/jina-embeddings-v5-text-nano-text-matching-GGUF
Sentence Similarity • 0.2B • Updated • 5.45k -
jinaai/jina-embeddings-v5-text-nano-classification-GGUF
Text Classification • 0.2B • Updated • 5.08k -
jinaai/jina-embeddings-v5-text-nano-clustering-GGUF
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jinaai/jina-embeddings-v5-text-nano-retrieval-mlx
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jinaai/jina-embeddings-v5-text-nano-text-matching-mlx
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jinaai/jina-embeddings-v5-text-nano-classification-mlx
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jinaai/jina-embeddings-v5-text-nano-clustering-mlx
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