Optimal For RAG Pipelines My personal models optimal for RAG pipeline from embedding , rerankers and inference LiquidAI/LFM2-1.2B-RAG-GGUF Text Generation • 1B • Updated Apr 6 • 1.07k • 52 sentence-transformers/all-mpnet-base-v2 Sentence Similarity • 0.1B • Updated Aug 19, 2025 • 29.2M • • 1.34k jinaai/jina-embeddings-v4 Visual Document Retrieval • 4B • Updated Apr 8 • 640k • 530
sentence-transformers/all-mpnet-base-v2 Sentence Similarity • 0.1B • Updated Aug 19, 2025 • 29.2M • • 1.34k
Optimal For RAG Pipelines My personal models optimal for RAG pipeline from embedding , rerankers and inference LiquidAI/LFM2-1.2B-RAG-GGUF Text Generation • 1B • Updated Apr 6 • 1.07k • 52 sentence-transformers/all-mpnet-base-v2 Sentence Similarity • 0.1B • Updated Aug 19, 2025 • 29.2M • • 1.34k jinaai/jina-embeddings-v4 Visual Document Retrieval • 4B • Updated Apr 8 • 640k • 530
sentence-transformers/all-mpnet-base-v2 Sentence Similarity • 0.1B • Updated Aug 19, 2025 • 29.2M • • 1.34k
