Model: srikarvar/fine_tuned_model_4
Author: srikarvar
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1273, 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:1273, loss:OnlineContrastiveLoss
widget: source_sentence: Where can I buy organic vegetables?
sentences: Primary export product of Saudi Arabia, Share info about Amazon, Where can I buy organic fruits?, source_sentence: How to open a bank account in the UK?
sentences: Steps to open a bank account in the United Kingdom, How many weeks in a month?, What is the process for turning in an expense report?, source_sentence: What is the population of Tokyo?
sentences: What is the smallest planet in the solar system?, Author of the play 'Hamlet', What is the population of Osaka?, source_sentence: How to visit the Great Wall of China?
sentences: Where can I buy a new laptop?, How do I close a bank account?, Guide to visiting the Great Wall of China, source_sentence: Who is the President of the United States?
sentences: What is the velocity of sound?, Who is the current US President?, History of the Byzantine Empire
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: 0.6206896551724138
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.9036016464233398
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.7192575406032483
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.9036016464233398
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.5827067669172933
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9393939393939394
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.6366493234478966
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.6206896551724138
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 0.9036016464233398
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.7192575406032483
name: Dot F1
verified: no, type: dot_f1_threshold
value: 0.9036016464233398
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.5827067669172933
name: Dot Precision
verified: no, type: dot_recall
value: 0.9393939393939394
name: Dot Recall
verified: no, type: dot_ap
value: 0.6366493234478966
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.6175548589341693
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 6.501791000366211
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.7232142857142857
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 7.142887115478516
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.5724381625441696
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.9818181818181818
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.64137074777591
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.6206896551724138
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 0.43908166885375977
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.7192575406032483
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 0.43908166885375977
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.5827067669172933
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.9393939393939394
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.6366493234478966
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.6206896551724138
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 6.501791000366211
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.7232142857142857
name: Max F1
verified: no, type: max_f1_threshold
value: 7.142887115478516
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.5827067669172933
name: Max Precision
verified: no, type: max_recall
value: 0.9818181818181818
name: Max Recall
verified: no, type: max_ap
value: 0.64137074777591
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: 0.8934169278996865
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7770164012908936
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.9034090909090907
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7750071287155151
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.8502673796791443
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9636363636363636
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9467412947017336
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.8934169278996865
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 0.7770164012908936
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.9034090909090907
name: Dot F1
verified: no, type: dot_f1_threshold
value: 0.7750071287155151
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.8502673796791443
name: Dot Precision
verified: no, type: dot_recall
value: 0.9636363636363636
name: Dot Recall
verified: no, type: dot_ap
value: 0.9467412947017336
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.890282131661442
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 9.908584594726562
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.9002849002849003
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 10.437429428100586
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.8494623655913979
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.9575757575757575
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.9451852140210413
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.8934169278996865
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 0.6678076386451721
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.9034090909090907
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 0.6708062887191772
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.8502673796791443
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.9636363636363636
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.9467412947017336
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.8934169278996865
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 9.908584594726562
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.9034090909090907
name: Max F1
verified: no, type: max_f1_threshold
value: 10.437429428100586
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.8502673796791443
name: Max Precision
verified: no, type: max_recall
value: 0.9636363636363636
name: Max Recall
verified: no, type: max_ap
value: 0.9467412947017336
name: Max Ap
verified: no
Likes: 0 | All-time downloads: 10
Created: 2024-08-27 08:25:09