Model: srikarvar/multilingual-e5-small-triplet-final
Author: srikarvar
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:546, loss:TripletLoss, arxiv:1908.10084, arxiv:1703.07737, 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, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:546, loss:TripletLoss
widget: source_sentence: How to cook a turkey?
sentences: How to make a turkey sandwich?, World's biggest desert by area, Steps to roast a turkey, source_sentence: What is the best way to learn a new language?
sentences: Author of the play 'Hamlet', What is the fastest way to travel?, How can I effectively learn a new language?, source_sentence: Who wrote 'To Kill a Mockingbird'?
sentences: Who wrote 'The Great Gatsby'?, How can I effectively save money?, Author of 'To Kill a Mockingbird', source_sentence: Who was the first person to climb Mount Everest?
sentences: Steps to visit the Great Wall of China, Who was the first person to climb K2?, First climber to reach the summit of Everest, source_sentence: What is the capital city of Canada?
sentences: First circumnavigator of the globe, What is the capital of Canada?, What is the capital city of Australia?
model-index: name: SentenceTransformer based on intfloat/multilingual-e5-small
results: task: type: triplet
name: Triplet
dataset: name: triplet validation
type: triplet-validation
metrics: type: cosine_accuracy
value: 0.9836065573770492
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.01639344262295082
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.9836065573770492
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.9836065573770492
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.9836065573770492
name: Max Accuracy
verified: no
Likes: 0 | All-time downloads: 10
Created: 2024-08-20 06:14:46