Model: adugeen/phrases-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:98660, 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:98660, 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: Do you like gaming. I am a big fan.
bot_1: My kids play games but I don't play much. I love to watch movies!.
bot_0: Oh really what is their favorite game?
bot_1: I think it's called fortnite. I sometimes watch while cooking healthy meals. What's yours?
bot_0: The best game I like to play is alistar.
bot_1: Never heard of it. Old timer here! Just turned 30. What other things do you like?
sentences: Followup phrase: I usually only eat them when my kids want them, it's not something that I'll make for myself.  What's your favorite dip for chicken nuggets?, Followup phrase: My big doberman lays on me all the time and ripped mine off, Followup phrase: Yeah, he also got me into cars., source_sentence: Instruct: Given a dialogue context, retrieve relevant followup phrase that align with the context
Dialogue Context: bot_0: Just sitting down to dinner after work. Steak!
bot_1: Listening to my beethoven favorite, moonlight sonata..
bot_0: Nice! I listen to music at work a lot. What do you do?
bot_1: I practice shooting with both of my handgunds and watch british tv. You?
bot_0: Sales. The playlist of black sabbath usually pumps me up to sell! Lol.
bot_1: My grandma from italy came to visit, and iron man is her favorite song!
bot_0: Your grandma rocks! Love italy, hope to visit but need to pay off some debt first.
bot_1: I understand that. I want to travel in general but I can't at the moment..
bot_0: Hopefully you will! I’m so focused on my career, travel is a low priority at this point.
bot_1: Same for me! I barely paid off my volkswagen beetle.
bot_0: Love that car. What color?
sentences: Followup phrase: I hope so. I just try to keep positive, eat healthy and drink lots of water., Followup phrase: I just made a seafood chowder lately! It tastes great. What's your favourite dish to cook at your restuarant?, Followup phrase: Do you speak any other languages? I enjoy learning them., source_sentence: Instruct: Given a dialogue context, retrieve relevant followup phrase that align with the context
Dialogue Context: bot_0: Hello how are you doing today?
bot_1: Very well thank you. How are you?
bot_0: Going to head out soon to play some baseball. I really like the game.
sentences: Followup phrase: It teaches discipline too. I'm an er nurse so I don't see my son that much, Followup phrase: I take a boat to work! What about you?, Followup phrase: Yes 3 but they live out of state.. You?, source_sentence: Instruct: Given a dialogue context, retrieve relevant followup phrase that align with the context
Dialogue Context: bot_0: Hello, I am in college for marketing. What do you do?
bot_1: Hi. Right now an entrepreneur, freelance. I was an accountant before.
bot_0: Cool, did you not like being an accountant?
bot_1: Not really, I am ready for a new life, new career. Do you have a job?
bot_0: No, but I am hoping to design ads one day!
sentences: Followup phrase: Nice. Any pets? I have a dog, he is my best friend.., Followup phrase: Yes! I like to have a little "me" time in the morning to play games before I have to get up for work. It's so relaxing. When do you usually play games?, Followup phrase: I am a full time student but I work construction in the summer months for, source_sentence: Instruct: Given a dialogue context, retrieve relevant followup phrase that align with the context
Dialogue Context: bot_0: Hello, I just got back from class. What are you doing?
bot_1: I just got done working out at the gym.
bot_0: Cool, what is your favorite exercise?
bot_1: Do you have your own vehicle?
bot_0: No, I am a student. I walk everywhere or I take the bus.
bot_1: Oh wow, that must get tiring. Do you have a significant other?
bot_0: It's not, I even have energy to play baseball. I do not, I am single.
bot_1: Thats awesome that you have the energy. My significant other is a lawyer. We're married..
bot_0: Awe, I hope to have a job designing ads one day.
bot_1: That sounds neat. Are you a vegetarian?
bot_0: No, but have thought about it!
sentences: Followup phrase: I do not. My husband wants a boy, he is in the army., Followup phrase: I am amazing, except I found out I am allergic to fish!, Followup phrase: Yeah they can be, single with no kids, which is great!! Living off the land
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: 0.9324928469241774
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.6963315010070801
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.7932711614832003
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.6896486282348633
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.791752026365013
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.7947961373390557
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.8751572160892609
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.7518321554060445
name: Cosine Mcc
verified: no
Likes: 0 | All-time downloads: 44
Created: 2025-06-26 16:08:03