jina-embeddings-v5-text: Task-Targeted Embedding Distillation
Paper • 2602.15547 • Published • 26
jina-embeddings-v5-text
Our 5th-gen embeddings: two lightweight multilingual models with SOTA performance in retrieval, matching, clustering, and classification.
-
-
jinaai/jina-embeddings-v5-text-small
Feature Extraction • Updated • 207k • 144 -
jinaai/jina-embeddings-v5-text-nano
Feature Extraction • Updated • 143k • 57 -
jinaai/jina-embeddings-v5-text-small-text-matching
Sentence Similarity • 0.6B • Updated • 8.14k • 10 -
jinaai/jina-embeddings-v5-text-small-retrieval
Sentence Similarity • 0.6B • Updated • 46.1k • 20 -
jinaai/jina-embeddings-v5-text-small-clustering
Feature Extraction • 0.6B • Updated • 2.54k • 5 -
jinaai/jina-embeddings-v5-text-small-classification
Text Classification • 0.6B • Updated • 11.5k • 3 -
jinaai/jina-embeddings-v5-text-nano-retrieval
Sentence Similarity • 0.2B • Updated • 40.6k • 12 -
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-classification
Text Classification • 0.2B • Updated • 6.09k • 7 -
jinaai/jina-embeddings-v5-text-small-retrieval-mlx
Feature Extraction • Updated • 1.65k • 3 -
jinaai/jina-embeddings-v5-text-small-text-matching-mlx
Feature Extraction • Updated • 241 • 1 -
jinaai/jina-embeddings-v5-text-small-clustering-mlx
Feature Extraction • Updated • 128 -
jinaai/jina-embeddings-v5-text-small-classification-mlx
Feature Extraction • Updated • 129 -
jinaai/jina-embeddings-v5-text-small-retrieval-GGUF
Sentence Similarity • 0.6B • Updated • 2.05k • 7 -
jinaai/jina-embeddings-v5-text-small-text-matching-GGUF
Sentence Similarity • 0.6B • Updated • 835 • 2 -
jinaai/jina-embeddings-v5-text-small-classification-GGUF
Text Classification • 0.6B • Updated • 318 • 1 -
jinaai/jina-embeddings-v5-text-small-clustering-GGUF
Feature Extraction • 0.6B • Updated • 150 -
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-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-mlx
Feature Extraction • Updated • 368 -
jinaai/jina-embeddings-v5-text-nano-text-matching-mlx
Feature Extraction • Updated • 233 • 1 -
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-small-mlx
Feature Extraction • Updated • 459 -
jinaai/jina-embeddings-v5-text-nano-mlx
Feature Extraction • Updated • 391 • 1