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 • 251k • 155 -
jinaai/jina-embeddings-v5-text-nano
Feature Extraction • Updated • 189k • 64 -
jinaai/jina-embeddings-v5-text-small-text-matching
Sentence Similarity • 0.6B • Updated • 10.8k • 10 -
jinaai/jina-embeddings-v5-text-small-retrieval
Sentence Similarity • 0.6B • Updated • 64.9k • 22 -
jinaai/jina-embeddings-v5-text-small-clustering
Feature Extraction • 0.6B • Updated • 3.63k • 5 -
jinaai/jina-embeddings-v5-text-small-classification
Text Classification • 0.6B • Updated • 16k • 3 -
jinaai/jina-embeddings-v5-text-nano-retrieval
Sentence Similarity • 0.2B • Updated • 66.7k • 12 -
jinaai/jina-embeddings-v5-text-nano-clustering
Feature Extraction • 0.2B • Updated • 3.75k • 5 -
jinaai/jina-embeddings-v5-text-nano-text-matching
Sentence Similarity • 0.2B • Updated • 3.29k • 5 -
jinaai/jina-embeddings-v5-text-nano-classification
Text Classification • 0.2B • Updated • 5.02k • 7 -
jinaai/jina-embeddings-v5-text-small-retrieval-mlx
Feature Extraction • Updated • 2.13k • 3 -
jinaai/jina-embeddings-v5-text-small-text-matching-mlx
Feature Extraction • Updated • 274 • 1 -
jinaai/jina-embeddings-v5-text-small-clustering-mlx
Feature Extraction • Updated • 181 -
jinaai/jina-embeddings-v5-text-small-classification-mlx
Feature Extraction • Updated • 132 -
jinaai/jina-embeddings-v5-text-small-retrieval-GGUF
Sentence Similarity • 0.6B • Updated • 1.79k • 7 -
jinaai/jina-embeddings-v5-text-small-text-matching-GGUF
Sentence Similarity • 0.6B • Updated • 962 • 2 -
jinaai/jina-embeddings-v5-text-small-classification-GGUF
Text Classification • 0.6B • Updated • 209 • 1 -
jinaai/jina-embeddings-v5-text-small-clustering-GGUF
Feature Extraction • 0.6B • Updated • 172 -
jinaai/jina-embeddings-v5-text-nano-retrieval-GGUF
Sentence Similarity • 0.2B • Updated • 1.37k • 1 -
jinaai/jina-embeddings-v5-text-nano-text-matching-GGUF
Sentence Similarity • 0.2B • Updated • 227 • 1 -
jinaai/jina-embeddings-v5-text-nano-classification-GGUF
Text Classification • 0.2B • Updated • 202 -
jinaai/jina-embeddings-v5-text-nano-clustering-GGUF
Feature Extraction • 0.2B • Updated • 276 -
jinaai/jina-embeddings-v5-text-nano-retrieval-mlx
Feature Extraction • Updated • 435 -
jinaai/jina-embeddings-v5-text-nano-text-matching-mlx
Feature Extraction • Updated • 321 • 1 -
jinaai/jina-embeddings-v5-text-nano-classification-mlx
Feature Extraction • Updated • 96 -
jinaai/jina-embeddings-v5-text-nano-clustering-mlx
Feature Extraction • Updated • 124 -
jinaai/jina-embeddings-v5-text-small-mlx
Feature Extraction • Updated • 549 -
jinaai/jina-embeddings-v5-text-nano-mlx
Feature Extraction • Updated • 427 • 1