Model: sch-allie/bert-persona-model
Author: sch-allie
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:53796, loss:ContrastiveLoss, arxiv:1908.10084, base_model:BAAI/bge-small-en-v1.5, base_model:finetune:BAAI/bge-small-en-v1.5, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-small-en-v1.5
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:53796, loss:ContrastiveLoss
base_model: BAAI/bge-small-en-v1.5
widget: source_sentence: I chew my nails, I was a navy brat and have attended 16 schools in 12 years, I kayak at the lake on weekends, I am studying to be a special education teacher, I make friends fast and say goodbye fast, I work at the local bank, My grandmother lives in my guesthouse, I ve been divorced for 2 years, I love collecting teapots, I m a cat person
sentences: I am married, My favorite musician in charlie daniels, I love to fish, I have a black lab, My doctor told me i have six months to live, My favorite singer is justin bieber, I like having fried fish for supper, I am allergic to lactose, I love food, I ve a big family, I prefer summer over winter, I was born outside the us, I love book, 1984 is my favorite book, I am allergic to nuts, I am working on a biology degree, I love to run, My favorite city is new york, My wife just left me, I am a lawyer, I just finished training as a security guard, I recently broke up with my girlfriend, I work nights now and like my job, I have two dogs, I m a 30 year old male, source_sentence: I love to dance, I am witty, I don t eat meat, I love sharks, I read tons of books, I like to go for runs, I live by myself, I have a dog and two cats, I play the guitar
sentences: I am a vegan, I learned piano at age 6, I own 9 guitars, I am trying to play in a local band, I work at a animal clinic, I love the summer, I have two kids i enjoy being on social media, I love mexican food, I am a widow, My parents were divorced, I grew up with 6 siblings, I ve broken my arm twice, I am a very social person, I sing in the shower, I am very shy, I own a dog who is my best friend, I am content with my life, I am a student, I like cookies, I like painting , i can cook well, I also like ice cream, I love the smell of beans, I like collecting rocks, I love huge paintings, I like collectible dragon ball z figures, source_sentence: I sleep a lot, I love bruno mars, I am in high school, I cs and ds, I love sweets, I like spending time with friends playing sports and going to country concerts, Unfortunately , my family lives across the country from me, I would like to spend more time with my family, I graduated with a business degree , and marketing is all that i really enjoyed, I am recent college graduate looking for a job in marketing
sentences: I love to surf, My favorite thing to do is to read books on the beach, I am starting a new juicing bar, I love pandas, Sometimes i wish i didn t have to wake up in the morning, I have trouble feeling emotion, I see a therapist that doesn t really understand me, I have an older brother that has gotten into trouble, My parents are distant, I have 3 dogs, I work as an accountant, I like to read horror novels, I like to go to the lake, I like to go hiking on the weekends, I can speak arabic , english , and french, I am a barista, I play jazz piano in a band, I dance ballet, I am an only child, I went to an all girls christian high school, My mother was a sunday school teacher, I broke my nose in 5th grade, I have 6 toes on one foot, I have glasses, My favorite book is twilight, I hate skiing, source_sentence: I love to surf, My hair is brown and curly, I hate red meat, I love watching sunsets, I live near the ocean, My favorite meal is steak, I always travel alone, I am incredibly smart, I have no parents or siblings
sentences: He worked hard, He later became a bartender, My father was a cook, He taught me right from wrong, I am a history buff, I love animals and like working with them, My parents are divorced, I am engaged to be married, I love children, I just moved into an apartment within the vicinity of my new job, I am twenty two years old, I just graduated college with my bachelors degree in education, I just accepted a job at the elementary school in my hometown, I still live at home with my parents, I eat all take out, I am 32, I do not want a job, I am a nurse, I was an army brat, I married my high school sweetheart, I surf often, I am a great baker, I am a social butterfly, I like to swim, I am in college, I exercise everyday, I eat large meals, source_sentence: I am a vegan, I like to go for bike rides, I like the guitar, I like to skateboard, My major is in business administration, I work at a daycare, My dad is a dentist and my mom is a teacher, I am a college student, I have been in a relationship for 2 years
sentences: I stay active, I have eight grandchildren, I am retired, I wear glasses, My favorite tv show is dancing with the stars, I work at a coffee house, I like to sing broadway show tunes, I am a student at michigan state university, I am a writer, I dream of becoming a famous actress, I don t like the beach, Zebras are my favorite animals, My newly bought laptop has a bum battery, I write short stories in my document tab with the use of a prompting app, My college courses are on philosophy and history, My glasses are held together by tiger printed duct tape, I am an orphan, I like dogs, I now live in new mexico, I grew up in nevada, I went to miami university, I make a million dollars a year, I play for the baltimore orioles, I m married and have three kids, I am a baseball player
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy, cosine_accuracy_threshold, cosine_f1, cosine_f1_threshold, cosine_precision, cosine_recall, cosine_ap, cosine_mcc
model-index: name: SentenceTransformer based on BAAI/bge-small-en-v1.5
results: task: type: binary-classification
name: Binary Classification
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy
value: 0.9674349442379182
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7206519246101379
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.8127853881278538
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.6989821195602417
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.7666405638214565
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.8648409893992933
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.846517028948916
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.796184329244027
name: Cosine Mcc
verified: no
Likes: 0 | All-time downloads: 145
Created: 2025-05-13 18:36:38