Model: adugeen/facts-reranker-e5-base
Author: adugeen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:98646, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:intfloat/multilingual-e5-base, base_model:finetune:intfloat/multilingual-e5-base, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: intfloat/multilingual-e5-base
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:98646, loss:MultipleNegativesRankingLoss
base_model: intfloat/multilingual-e5-base
widget: source_sentence: Instruct: Given a dialogue context, retrieve relevant followup phrase that align with the context
Dialogue Context: bot_0: Hey, how are things today?
sentences: Followup phrase: i am painting a mural in bedroom of Sunset on beach with black backgound., Followup phrase: I have a kitten., Followup phrase: I live in Georgia., source_sentence: Instruct: Given a dialogue context, retrieve relevant followup phrase that align with the context
Dialogue Context: bot_0: Greetings from the urban jungle!
bot_1: Hi there from the beach!
bot_0: I just dyed my hair red to match my parrot's feathers.
bot_1: That's funny. I dyed my hair brown to match my horses.
bot_0: Cool! Her name is tasha and I became vegetarian because of her.
bot_1: I heard bar b que parrot can be good but I want to be vegetarian too.
sentences: Followup phrase: I bought deer meat but haven't used it yet., Followup phrase: I am attending law school. I have one more year to go., Followup phrase: My favorite thing to do is hike. I like eggplant jerky., source_sentence: Instruct: Given a dialogue context, retrieve relevant followup phrase that align with the context
Dialogue Context: bot_0: Hi. I'm turning 29 soon. How old are you?
bot_1: I'm 97 and I am vegan.
bot_0: Wow. That's great. What are you doing for spring break.
bot_1: I'm going to hunt animals and eat them..
bot_0: I'm going to the beach. I thought you were vegan?
bot_1: It comes and goes I change from second to second..
bot_0: I'm driving to the beach in my new car my mom bought.
bot_1: Oh ok I'm driving a tomato my mom bought me..
bot_0: I'm going to wear a new dress I bought for easter.
bot_1: That sounds so interesting... Wow.
bot_0: What else do you do?
sentences: Followup phrase: My favorite cake is chocolate with extra frosting., Followup phrase: I went to school in San Francisco. I love the city. I live in San Francisco., Followup phrase: I am thinking of traveling to Ireland to catch a leprechaun., source_sentence: Instruct: Given a dialogue context, retrieve relevant followup phrase that align with the context
Dialogue Context: bot_0: Hi, I want to talk to you about god.
bot_1: Do you speak more than one language, I do.
bot_0: Well, yes, I speak a little spanish, un poco.
bot_1: That's cool I speak both spanish and english very fluently.
bot_0: Magnifico! I need to talk to some of my workers in spanish, daily.
bot_1: Ah, so you must be older than me as I am still in school.
bot_0: Yes, I am middle-aged and work in a clothing factory with lots of menial workers.
bot_1: What do you do in your spare time, I like to hike and walk on the beach.
sentences: Followup phrase: I am not familiar with Insane Clown Posse., Followup phrase: I am not a health nut. My family is not vegan. We try to avoid processed foods., Followup phrase: I have Yorkshire Terrier puppies., source_sentence: Instruct: Given a dialogue context, retrieve relevant followup phrase that align with the context
Dialogue Context: bot_0: Hi, I love country music. Do you have a favorite type of music?
bot_1: I like classic country music, like patsy cline and hank snow.
bot_0: That's awesome. I live in the country so it fits me, where do you live?
bot_1: Up in alpine county ca. It's lovely up here in early spring.
bot_0: I like spring, but winter is my favorite time of year.
bot_1: I am so done with winter. Tough getting the kids to school. No snow days.
bot_0: I understand, we live on a corn and bean farm and it can be hard.
bot_1: I love farm-fresh organic food. It's all I make.
bot_0: That's nice. I love living on the farm and driving the tractors.
bot_1: I could do that! I would love farm life, but we live in the mountains.
bot_0: That would be amazing! Have you lived there your entire life?
bot_1: Yes, born and raised here in the sierras. We ski and snowmobile.
bot_0: Amazing, were your parents from there also? My father is a preacher.
sentences: Followup phrase: My great-grandpa came to the Sierras in 1903. My great-grandpa came to mine gold., Followup phrase: I read stealth and espionage themed books., Followup phrase: I majored in finance. I'm looking for a job in finance. I have a big sweet tooth.
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 intfloat/multilingual-e5-base
results: task: type: binary-classification
name: Binary Classification
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy
value: 0.8977793653628624
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7719855308532715
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.6526667569886646
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7546476721763611
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.6602101416171768
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.6452938024647259
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.7302000254958843
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.5842050499797425
name: Cosine Mcc
verified: no
Likes: 0 | All-time downloads: 38
Created: 2025-06-26 15:57:39