How to use bobox/XLMRoBERTaM3-CustomPoolin-v1-s1 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("bobox/XLMRoBERTaM3-CustomPoolin-v1-s1") sentences = [ "friday night lights season 2 how many episodes", "Ossicles The ossicles (also called auditory ossicles) are three bones in either middle ear that are among the smallest bones in the human body. They serve to transmit sounds from the air to the fluid-filled labyrinth (cochlea). The absence of the auditory ossicles would constitute a moderate-to-severe hearing loss. The term \"ossicle\" literally means \"tiny bone\". Though the term may refer to any small bone throughout the body, it typically refers to the malleus, incus, and stapes (hammer, anvil, and stirrup) of the middle ear.", "Ring a Ring o' Roses It is unknown what the earliest version of the rhyme was or when it began. Many incarnations of the game have a group of children form a ring, dance in a circle around a person, and stoop or curtsy with the final line. The slowest child to do so is faced with a penalty or becomes the \"rosie\" (literally: rose tree, from the French rosier) and takes their place in the center of the ring.", "Friday Night Lights (season 2) The second season of the American serial drama television series Friday Night Lights commenced airing in the United States and Canada on October 5, 2007 and concluded its 15-episode season on February 7, 2008, on NBC. While initially renewed for a 22-episode full season, the show ended production for the season after filming the 15th episode, due to the 2007–08 Writers Guild of America strike.[1] The series' future was once again placed in doubt as it did not return to production once the strike ended, and it continued to suffer from low ratings in its new Friday at 9:00 pm time slot. However, NBC announced in April 2008 that the show would return for a third season, with first-run broadcasts airing on DirecTV's The 101 Network.[2] The second season was released on DVD in region 1 on April 22, 2008.[3]" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
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