sentence-transformers How to use tomaarsen/mpnet-base-msmarco-margin-mse with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("tomaarsen/mpnet-base-msmarco-margin-mse")
sentences = [
"what commands can i use in netflix?",
"Netflix is a streaming service that allows our customers to watch a wide variety of award-winning TV shows, movies, documentaries and more on thousands of Internet-connected devices. With Netflix, you can enjoy unlimited viewing of our content without having to watch a single commercial.",
"Best Answer: You can check out http://instantwatcher.com to see everything they have available. Currently there are 9,381 movies. Netflix's API says they have 4,505 TV shows, but their system counts individual seasons as separate titles. The true number is probably between 1,500-2000. As far as I know, there was a time when people thought that Netflix is the best service for watching TV shows and movies.",
"The Cortana help section includes the recommended commands you should use for each app. Netflix, for example, uses Netflix find [show or movie].. Cortana commands work by either speaking or typing (if you don't have a microphone or can't bring yourself to talk to your computer). If you do use the voice feature, don't forget to start with Hey Cortana..",
"InstantWatcher is a better way to search for Amazon Prime and Netflix videos. The site helps you find what you want to watch. Find Ratings. Amazon Prime Instant Video and Netflix both provide a wide variety of movies and television shows on their video streaming services. But finding the show you want to watch can be frustrating.",
"Courageous fullmovie-youtube-Watch movies online instantly with netflix movies. see a list of all available instant netflix movies and start your streaming at movies.com...",
"AllFlicks is a Netflix search engine that, according to Lifehacker, âprovides much more powerful search criteriaâ than Netflix. In addition to searching, you can browse Netflixâs catalog and sort the list of movies and TV shows by Title, Release Year, Genre, Rating, and Netflix Availability Date. By default, the list is sorted by Netflix Availability Date, so that you can quickly see whatâs new on Netflix.",
"What special equipment do I need to watch Netflix. All you need is a computer and a connection to the internet and you can watch it directly on Netflix.com. In addition you can download the free Netflix app onto your smart TV, game console, streaming player, phone or tablet.",
"To get Netflix on your player you need to select the Netflix App icon, or download it from your connected Blu-ray playerâs store if itâs not displayed. Enter your account information as normal and add the activation code to the Netflix site to activate the player on your account.",
"tv The Best Streaming Netflix TV Shows. List Rules Serial TV shows that are currently streaming on Netflix. No movies. The best streaming Netflix TV shows include some great television dramas, sci-fi/adventure shows, sitcoms, and reality TV programs."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [10, 10] 
