sentence-transformers How to use sch-allie/bert_persona with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("sch-allie/bert_persona")
sentences = [
"I like to read, My favorite color is blue, I have brown hair, I work at a grocery store, I like cupcakes, Marduk is my favorite band, Lutefisk is the best dish in the whole world, I recently moved to sweden, I always seem to be losing things , most recently , my mind, I enjoy hiking on glaciers",
"I am a writer, I enjoy going to museums, I have ten nieces and nephews, I am married, I enjoy my job , as a teacher, I enjoy video games, I enjoy singing, Magic mike is my favorite movie, I live in a big city",
"I am east asian, Pizza is my favorite, I try to watch what i eat, I enjoy eating italian food, I enjoy visiting museums, We have two sons, I like to paint, I like to attend wine tours, My husband is 20 years older than me",
"I like cupcakes, I like to read, I work at a grocery store, My favorite color is blue, I currently suffer from social anxiety, I am a geology major at alabama university, I never have had alcohol in my life, I have a girlfriend of 7 years"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
