sentence-transformers How to use artificial-nerds/pmnet with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("artificial-nerds/pmnet")
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]
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("artificial-nerds/pmnet") model = AutoModel.from_pretrained("artificial-nerds/pmnet")