Model: srikarvar/multilingual-e5-small-pairclass-4
Author: srikarvar
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:971, loss:OnlineContrastiveLoss, arxiv:1908.10084, base_model:intfloat/multilingual-e5-small, base_model:finetune:intfloat/multilingual-e5-small, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: intfloat/multilingual-e5-small
Card metadata: base_model: intfloat/multilingual-e5-small
library_name: sentence-transformers
metrics: cosine_accuracy, cosine_accuracy_threshold, cosine_f1, cosine_f1_threshold, cosine_precision, cosine_recall, cosine_ap, dot_accuracy, dot_accuracy_threshold, dot_f1, dot_f1_threshold, dot_precision, dot_recall, dot_ap, manhattan_accuracy, manhattan_accuracy_threshold, manhattan_f1, manhattan_f1_threshold, manhattan_precision, manhattan_recall, manhattan_ap, euclidean_accuracy, euclidean_accuracy_threshold, euclidean_f1, euclidean_f1_threshold, euclidean_precision, euclidean_recall, euclidean_ap, max_accuracy, max_accuracy_threshold, max_f1, max_f1_threshold, max_precision, max_recall, max_ap
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:971, loss:OnlineContrastiveLoss
widget: source_sentence: Steps to bake a pie
sentences: How to bake a pie?, What are the ingredients of a pizza?, How to create a business plan?, source_sentence: What are the benefits of yoga?
sentences: If I combine the yellow and blue colors, what color will I get?, Can you help me understand this contract?, What are the benefits of meditation?, source_sentence: Capital city of Canada
sentences: What time does the movie start?, Who is the President of the United States?, What is the capital of Canada?, source_sentence: Tell me about Shopify
sentences: Who discovered penicillin?, Share info about Shopify, Who invented the telephone?, source_sentence: What is the melting point of ice at sea level?
sentences: What is the boiling point of water at sea level?, Can you recommend a good restaurant nearby?, Tell me a joke
model-index: name: SentenceTransformer based on intfloat/multilingual-e5-small
results: task: type: binary-classification
name: Binary Classification
dataset: name: pair class dev
type: pair-class-dev
metrics: type: cosine_accuracy
value: 0.9300411522633745
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.788658857345581
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.9237668161434978
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7819762825965881
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.8956521739130435
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9537037037037037
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9603135110633257
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.9300411522633745
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 0.788658857345581
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.9237668161434978
name: Dot F1
verified: no, type: dot_f1_threshold
value: 0.7819762229919434
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.8956521739130435
name: Dot Precision
verified: no, type: dot_recall
value: 0.9537037037037037
name: Dot Recall
verified: no, type: dot_ap
value: 0.9603135110633257
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.9218106995884774
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 9.936657905578613
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.914798206278027
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 10.316186904907227
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.8869565217391304
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.9444444444444444
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.9578931449470002
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.9300411522633745
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 0.6501401662826538
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.9237668161434978
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 0.6603381633758545
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.8956521739130435
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.9537037037037037
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.9603135110633257
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.9300411522633745
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 9.936657905578613
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.9237668161434978
name: Max F1
verified: no, type: max_f1_threshold
value: 10.316186904907227
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.8956521739130435
name: Max Precision
verified: no, type: max_recall
value: 0.9537037037037037
name: Max Recall
verified: no, type: max_ap
value: 0.9603135110633257
name: Max Ap
verified: no, task: type: binary-classification
name: Binary Classification
dataset: name: pair class test
type: pair-class-test
metrics: type: cosine_accuracy
value: 0.9300411522633745
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.788658857345581
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.9237668161434978
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7819762825965881
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.8956521739130435
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9537037037037037
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9603135110633257
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.9300411522633745
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 0.788658857345581
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.9237668161434978
name: Dot F1
verified: no, type: dot_f1_threshold
value: 0.7819762229919434
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.8956521739130435
name: Dot Precision
verified: no, type: dot_recall
value: 0.9537037037037037
name: Dot Recall
verified: no, type: dot_ap
value: 0.9603135110633257
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.9218106995884774
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 9.936657905578613
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.914798206278027
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 10.316186904907227
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.8869565217391304
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.9444444444444444
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.9578931449470002
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.9300411522633745
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 0.6501401662826538
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.9237668161434978
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 0.6603381633758545
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.8956521739130435
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.9537037037037037
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.9603135110633257
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.9300411522633745
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 9.936657905578613
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.9237668161434978
name: Max F1
verified: no, type: max_f1_threshold
value: 10.316186904907227
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.8956521739130435
name: Max Precision
verified: no, type: max_recall
value: 0.9537037037037037
name: Max Recall
verified: no, type: max_ap
value: 0.9603135110633257
name: Max Ap
verified: no
Likes: 0 | All-time downloads: 13
Created: 2024-08-20 10:17:17