jinaai/jina-embeddings-v5-text-nano-classification-GGUF
Text Classification • 0.2B • Updated
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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-nano-clustering-GGUF
Feature Extraction • 0.2B • Updated
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jinaai/jina-embeddings-v5-text-nano-retrieval-GGUF
Sentence Similarity • 0.2B • Updated
• 7.75k • 1
jinaai/jina-embeddings-v5-text-nano-text-matching-GGUF
Sentence Similarity • 0.2B • Updated
• 6.84k • 1
jinaai/jina-embeddings-v5-text-nano-classification
Text Classification • 0.2B • Updated
• 16.4k • 4
jinaai/jina-embeddings-v5-text-nano-clustering
Feature Extraction • 0.2B • Updated
• 15.7k • 3
jinaai/jina-embeddings-v5-text-nano-retrieval
Sentence Similarity • 0.2B • Updated
• 21.1k • 6
jinaai/jina-embeddings-v5-text-nano-text-matching
Sentence Similarity • 0.2B • Updated
• 16.8k • 2
jinaai/jina-embeddings-v5-text-nano-mlx
Feature Extraction • Updated
• 83
jinaai/jina-embeddings-v5-text-small-mlx
Feature Extraction • Updated
• 53
jinaai/jina-embeddings-v5-text-nano-classification-mlx
Feature Extraction • Updated
• 138
jinaai/jina-embeddings-v5-text-nano-clustering-mlx
Feature Extraction • Updated
• 137
jinaai/jina-embeddings-v5-text-nano-text-matching-mlx
Feature Extraction • Updated
• 116
jinaai/jina-embeddings-v5-text-nano-retrieval-mlx
Feature Extraction • Updated
• 126
jinaai/jina-embeddings-v5-text-small-classification-mlx
Feature Extraction • Updated
• 258
jinaai/jina-embeddings-v5-text-small-clustering-mlx
Feature Extraction • Updated
• 303
jinaai/jina-embeddings-v5-text-small-text-matching-mlx
Feature Extraction • Updated
• 315 • 1
jinaai/jina-embeddings-v5-text-small-retrieval-mlx
Feature Extraction • Updated
• 524 • 2
jinaai/jina-code-embeddings-1.5b-mlx
Feature Extraction • Updated
• 61
jinaai/jina-code-embeddings-0.5b-mlx
Feature Extraction • Updated
• 56
jinaai/jina-embeddings-v5-text-nano
Feature Extraction • Updated
• 20.5k • 36
jinaai/jina-embeddings-v5-text-small
Feature Extraction • Updated
• 15k • 88
jinaai/jina-embeddings-v5-text-small-classification
Text Classification • 0.6B • Updated
• 11.1k • 2
jinaai/jina-embeddings-v5-text-small-text-matching
Sentence Similarity • 0.6B • Updated
• 13.3k • 4
jinaai/jina-embeddings-v5-text-small-clustering
Feature Extraction • 0.6B • Updated
• 12.5k • 3
jinaai/jina-embeddings-v5-text-small-retrieval
Sentence Similarity • 0.6B • Updated
• 87.2k • 9
jinaai/jina-embeddings-v5-text-small-retrieval-GGUF
Sentence Similarity • 0.6B • Updated
• 5.83k • 4
jinaai/jina-embeddings-v5-text-small-classification-GGUF
Text Classification • 0.6B • Updated
• 5.79k
jinaai/jina-embeddings-v5-text-small-clustering-GGUF
Feature Extraction • 0.6B • Updated
• 5.6k
jinaai/jina-embeddings-v5-text-small-text-matching-GGUF
Sentence Similarity • 0.6B • Updated
• 5.48k • 1