We provide various pre-trained models. Using these models is easy:
python
from sentence_transformers import SentenceTransformer
model = SentenceTransformer('model_name')
All models are hosted on the HuggingFace Model Hub.
Model Overview
The following table provides an overview of (selected) models. They have been extensively evaluated for their quality to embedded sentences (Performance Sentence Embeddings) and to embedded search queries & paragraphs (Performance Semantic Search).
The all- models where trained on all available training data (more than 1 billion training pairs) and are designed as general purpose models. The all-mpnet-base-v2 model provides the best quality, while all-MiniLM-L6-v2 is 5 times faster and still offers good quality. Toggle All models* to see all evaluated models or visit HuggingFace Model Hub to view all existing sentence-transformers models. 
