sentence-transformers How to use Jrinky/snowflake with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("Jrinky/snowflake")
sentences = [
"What aspect of human relationship to nature is omitted from the text",
"There are a few good ones, though. Here are the best WWE apps and WWE games for Android! The first five are the best games...\nGo Android Apps (blog)\nThe Best Themes for Android Free Download: Hi friend we are again back with our new top ten best free themes for android list. This article is especially dedicated for those persons who want to make their smartphone...\nParagon Software has created an app for Android that allows your device to natively read partitions in file systems that Android normally can't handle, such as Microsoft's NTFS, allowing immediate and easy use of... While the Sentio Desktop app can be used on its own, it was primarily meant to complement Sentio's Superbook, a crowdfunded laptop shell for Android smartphones and tablets that's just entering production after...\n... phone then GBWhatsapp is the app for you. GBWhatsapp is basically similar to Whatsapp+ in terms of features. The newest available version right now is GBWhatsapp 6.40 APK for Android devices.",
"A true entertainer. date city state venue 11/23/2012 West Palm Beach FL Kravis Center 11/24/2012 Sarasota FL Van Wezel Performing Arts Hall 11/25/2012 Clearwater FL Capitol Theatre 11/29/2012 Durham NC Durham Performing Arts Center 12/1/2012 Atlantic City NJ Trump Taj Mahal 12/2/2012 Staten Island NY St. George Theatre 12/4/2012 Bethlehem PA Musikfest Cafe 12/5/2012 Verona NY Turning Stone Casino 12/6/2012 Stamford CT Palace Theatre Stamford 12/8/2012 Shippensburg PA Luhrs Center 12/9/2012 Boston MA Wilbur Theatre 12/11/2012 Greensburg PA The Palace Theatre 12/12/2012 Easton MD Avalon Theatre 12/15/2012 Saint Charles IL Arcada Theater 12/16/2012 Milwaukee WI Potawatomi Bingo Casino 12/18/2012 Beaver Creek CO Vilar Performing Arts Center 12/20/2012 Chandler AZ Ovations Live!",
"The reader will gain a better understanding of the direction nature and culture is heading today by learning how connections were made in the past. It omits that which Raymond Williams called \"a working landscape\" -- the most intimate human relationship to nature which is people who live and work on it."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
