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 • 229k • 147 -
jinaai/jina-embeddings-v5-text-nano
Feature Extraction • Updated • 159k • 60 -
jinaai/jina-embeddings-v5-text-small-text-matching
Sentence Similarity • 0.6B • Updated • 9.18k • 10 -
jinaai/jina-embeddings-v5-text-small-retrieval
Sentence Similarity • 0.6B • Updated • 38.3k • 20 -
jinaai/jina-embeddings-v5-text-small-clustering
Feature Extraction • 0.6B • Updated • 2.74k • 5 -
jinaai/jina-embeddings-v5-text-small-classification
Text Classification • 0.6B • Updated • 14.5k • 3 -
jinaai/jina-embeddings-v5-text-nano-retrieval
Sentence Similarity • 0.2B • Updated • 48.1k • 12 -
jinaai/jina-embeddings-v5-text-nano-clustering
Feature Extraction • 0.2B • Updated • 2.34k • 5 -
jinaai/jina-embeddings-v5-text-nano-text-matching
Sentence Similarity • 0.2B • Updated • 2.37k • 5 -
jinaai/jina-embeddings-v5-text-nano-classification
Text Classification • 0.2B • Updated • 3.93k • 7 -
jinaai/jina-embeddings-v5-text-small-retrieval-mlx
Feature Extraction • Updated • 1.88k • 3 -
jinaai/jina-embeddings-v5-text-small-text-matching-mlx
Feature Extraction • Updated • 262 • 1 -
jinaai/jina-embeddings-v5-text-small-clustering-mlx
Feature Extraction • Updated • 130 -
jinaai/jina-embeddings-v5-text-small-classification-mlx
Feature Extraction • Updated • 122 -
jinaai/jina-embeddings-v5-text-small-retrieval-GGUF
Sentence Similarity • 0.6B • Updated • 1.91k • 7 -
jinaai/jina-embeddings-v5-text-small-text-matching-GGUF
Sentence Similarity • 0.6B • Updated • 893 • 2 -
jinaai/jina-embeddings-v5-text-small-classification-GGUF
Text Classification • 0.6B • Updated • 203 • 1 -
jinaai/jina-embeddings-v5-text-small-clustering-GGUF
Feature Extraction • 0.6B • Updated • 198 -
jinaai/jina-embeddings-v5-text-nano-retrieval-GGUF
Sentence Similarity • 0.2B • Updated • 1.4k • 1 -
jinaai/jina-embeddings-v5-text-nano-text-matching-GGUF
Sentence Similarity • 0.2B • Updated • 187 • 1 -
jinaai/jina-embeddings-v5-text-nano-classification-GGUF
Text Classification • 0.2B • Updated • 209 -
jinaai/jina-embeddings-v5-text-nano-clustering-GGUF
Feature Extraction • 0.2B • Updated • 240 -
jinaai/jina-embeddings-v5-text-nano-retrieval-mlx
Feature Extraction • Updated • 456 -
jinaai/jina-embeddings-v5-text-nano-text-matching-mlx
Feature Extraction • Updated • 264 • 1 -
jinaai/jina-embeddings-v5-text-nano-classification-mlx
Feature Extraction • Updated • 88 -
jinaai/jina-embeddings-v5-text-nano-clustering-mlx
Feature Extraction • Updated • 114 -
jinaai/jina-embeddings-v5-text-small-mlx
Feature Extraction • Updated • 491 -
jinaai/jina-embeddings-v5-text-nano-mlx
Feature Extraction • Updated • 393 • 1