jinaai/jina-vlm
Image-Text-to-Text • 2B • Updated • 876 • 114
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-v3-hf
Feature Extraction • Updated • 1.39k • 2
jinaai/jina-reranker-v3
Text Ranking • Updated • 210k • 113
jinaai/jina-embeddings-v4-mlx-8bit
1B • Updated • 310 • 2
jinaai/xlm-roberta-flash-implementation
Updated • 56 • 34
jinaai/jina-embeddings-v5-text-small-classification
Text Classification • 0.6B • Updated • 3.57k • 3
jinaai/jina-embeddings-v5-text-small-clustering
Feature Extraction • 0.6B • Updated • 4.3k • 5
jinaai/jina-embeddings-v5-text-small-text-matching
Sentence Similarity • 0.6B • Updated • 4.54k • 10
jinaai/jina-embeddings-v5-text-small-retrieval
Sentence Similarity • 0.6B • Updated • 45.5k • 19
jinaai/jina-embeddings-v5-text-nano-classification-GGUF
Text Classification • 0.2B • Updated • 193
jinaai/jina-embeddings-v5-text-nano-clustering-GGUF
Feature Extraction • 0.2B • Updated • 135
jinaai/jina-embeddings-v5-text-nano-retrieval-GGUF
Sentence Similarity • 0.2B • Updated • 852 • 1
jinaai/jina-embeddings-v5-text-nano-text-matching-GGUF
Sentence Similarity • 0.2B • Updated • 298 • 1
jinaai/jina-embeddings-v5-text-nano-classification
Text Classification • 0.2B • Updated • 5.93k • 6
jinaai/jina-embeddings-v5-text-nano-clustering
Feature Extraction • 0.2B • Updated • 2.05k • 5
jinaai/jina-embeddings-v5-text-nano-retrieval
Sentence Similarity • 0.2B • Updated • 12.2k • 10
jinaai/jina-embeddings-v5-text-nano-text-matching
Sentence Similarity • 0.2B • Updated • 2.44k • 4
jinaai/jina-embeddings-v5-text-nano-mlx
Feature Extraction • Updated • 451 • 1
jinaai/jina-embeddings-v5-text-small-mlx
Feature Extraction • Updated • 392
jinaai/jina-embeddings-v5-text-nano-classification-mlx
Feature Extraction • Updated • 100
jinaai/jina-embeddings-v5-text-nano-clustering-mlx
Feature Extraction • Updated • 93
jinaai/jina-embeddings-v5-text-nano-text-matching-mlx
Feature Extraction • Updated • 97
jinaai/jina-embeddings-v5-text-nano-retrieval-mlx
Feature Extraction • Updated • 243
jinaai/jina-embeddings-v5-text-small-classification-mlx
Feature Extraction • Updated • 122
jinaai/jina-embeddings-v5-text-small-clustering-mlx
Feature Extraction • Updated • 122
jinaai/jina-embeddings-v5-text-small-text-matching-mlx
Feature Extraction • Updated • 229 • 1
jinaai/jina-embeddings-v5-text-small-retrieval-mlx
Feature Extraction • Updated • 1.35k • 3
jinaai/jina-code-embeddings-1.5b-mlx
Feature Extraction • Updated • 173
jinaai/jina-code-embeddings-0.5b-mlx
Feature Extraction • Updated • 134
jinaai/jina-embeddings-v5-text-nano
Feature Extraction • Updated • 285k • 55