Model: srikarvar/fine_tuned_model_1
Author: srikarvar
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:916, 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:916, loss:OnlineContrastiveLoss
widget: source_sentence: Ways to enhance memory retention
sentences: How to improve memory?, What is the currency of China?, How do I replace a flat tire?, source_sentence: Why it's essential to maintain a balanced diet
sentences: What is the importance of a balanced diet?, What is the population of Canada?, How to create a website from scratch?, source_sentence: What is the chemical formula for methanol?
sentences: What is the highest mountain in North America?, What are the advantages of electric cars over gasoline vehicles?, What is the chemical formula for ethanol?, source_sentence: How is photosynthesis carried out?
sentences: What is the currency of the United States?, What is the capital of Norway?, How does photosynthesis work?, source_sentence: How is the weather today?
sentences: Who invented the airplane?, What is the weather like today?, Who was the first female Prime Minister of the UK?
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: 0.9388646288209607
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7886800765991211
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.9411764705882353
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7886800765991211
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.9572649572649573
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9256198347107438
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.973954773457217
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.9388646288209607
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 0.7886800765991211
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.9411764705882353
name: Dot F1
verified: no, type: dot_f1_threshold
value: 0.7886800765991211
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.9572649572649573
name: Dot Precision
verified: no, type: dot_recall
value: 0.9256198347107438
name: Dot Recall
verified: no, type: dot_ap
value: 0.973954773457217
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.9388646288209607
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 10.132380485534668
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.9411764705882353
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 10.132380485534668
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.9572649572649573
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.9256198347107438
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.9728889947842537
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.9388646288209607
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 0.6500871777534485
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.9411764705882353
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 0.6500871777534485
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.9572649572649573
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.9256198347107438
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.973954773457217
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.9388646288209607
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 10.132380485534668
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.9411764705882353
name: Max F1
verified: no, type: max_f1_threshold
value: 10.132380485534668
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.9572649572649573
name: Max Precision
verified: no, type: max_recall
value: 0.9256198347107438
name: Max Recall
verified: no, type: max_ap
value: 0.973954773457217
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: 0.9388646288209607
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.8207830190658569
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.9421487603305785
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.8207830190658569
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.9421487603305785
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9421487603305785
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9731728800864022
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.9388646288209607
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 0.8207829594612122
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.9421487603305785
name: Dot F1
verified: no, type: dot_f1_threshold
value: 0.8207829594612122
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.9421487603305785
name: Dot Precision
verified: no, type: dot_recall
value: 0.9421487603305785
name: Dot Recall
verified: no, type: dot_ap
value: 0.9731728800864022
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.9344978165938864
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 9.387104988098145
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.9382716049382717
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 9.516077041625977
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.9344262295081968
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.9421487603305785
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.9720713665843098
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.9388646288209607
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 0.5986893177032471
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.9421487603305785
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 0.5986893177032471
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.9421487603305785
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.9421487603305785
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.9731728800864022
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.9388646288209607
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 9.387104988098145
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.9421487603305785
name: Max F1
verified: no, type: max_f1_threshold
value: 9.516077041625977
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.9421487603305785
name: Max Precision
verified: no, type: max_recall
value: 0.9421487603305785
name: Max Recall
verified: no, type: max_ap
value: 0.9731728800864022
name: Max Ap
verified: no
Likes: 0 | All-time downloads: 10
Created: 2024-08-26 21:47:52