sentence-transformers How to use ElijahDevPH/bge-epoch-8-balanced with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("ElijahDevPH/bge-epoch-8-balanced")
sentences = [
"Represent this job requirement for retrieving matching candidate resume sections: Forklift or heavy equipment awareness",
"Queue Management",
"Employee Support",
"Tool and Material Controller: Managed inventory tracking, recording, and stock levels for tools and materials supporting production. Coordinated with suppliers and purchasing"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
