reranker
Collection
reranker model • 5 items • Updated
How to use turingevo/bge-reranker-base-openvino with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("turingevo/bge-reranker-base-openvino")
sentences = [
"The weather is lovely today.",
"It's so sunny outside!",
"He drove to the stadium."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [3, 3]This model was converted to OpenVINO from BAAI/bge-reranker-base using optimum-intel
via the export space.
First make sure you have optimum-intel installed:
pip install optimum[openvino]
To load your model you can do as follows:
from optimum.intel import OVModelForSequenceClassification
model_id = "turingevo/bge-reranker-base-openvino"
model = OVModelForSequenceClassification.from_pretrained(model_id)
Base model
BAAI/bge-reranker-base