sentence-transformers How to use johnnyboycurtis/ModernBERT-small-retrieval with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("johnnyboycurtis/ModernBERT-small-retrieval")
sentences = [
"what is the difference between body spray and eau de toilette?",
"Eau de Toilette (EDT) is ideal for those that may find the EDP or Perfume oil too strong, with 7%-12% fragrance concentration in alcohol. Gives four to five hours wear. Body Mist is a light refreshing fragrance perfect for layering with other products from the same family. 3-5% fragrance concentration in alcohol.",
"To join the Army as an enlisted member you must usually take the Armed Services Vocational Aptitude Battery (ASVAB) test and get a good score. The maximum ASVAB score is 99. For enlistment into the Army you must get a minimum ASVAB score of 31.",
"Points needed to redeem rewards with Redbox Perks: 1,500 points = FREE 1-night DVD rental. 1,750 points = FREE Blu-ray rental. 2,500 points = FREE 1-night Game rental."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
