sentence-transformers How to use xtr-replicability/bge_small_xtr_contrastive_k256 with sentence-transformers:
from pylate import models
queries = [
"Which planet is known as the Red Planet?",
"What is the largest planet in our solar system?",
]
documents = [
["Mars is the Red Planet.", "Venus is Earth's twin."],
["Jupiter is the largest planet.", "Saturn has rings."],
]
model = models.ColBERT(model_name_or_path="xtr-replicability/bge_small_xtr_contrastive_k256")
queries_emb = model.encode(queries, is_query=True)
docs_emb = model.encode(documents, is_query=False) 
