Model: srikarvar/fine_tuned_model
Author: srikarvar
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:509, 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:509, loss:TripletLoss
widget: source_sentence: How to create a PowerPoint presentation?
sentences: Steps to make a presentation in PowerPoint, How to create a spreadsheet in Excel?, Steps to get a Canadian visa, source_sentence: When was the first World War?
sentences: Capital city of Brazil, When was the Vietnam War?, Dates of World War I, source_sentence: How can I make a chocolate cake?
sentences: World's tallest mountain, How do I bake a chocolate cake?, How can I make a vanilla cake?, source_sentence: Who wrote 'Pride and Prejudice'?
sentences: Steps to cultivate tomatoes at home, Author of 'Pride and Prejudice', Who wrote 'Moby Dick'?, source_sentence: What is the population of New York City?
sentences: New York City's population in 2023, What is the population of Los Angeles?, Total number of planets in our solar system
model-index: name: SentenceTransformer based on intfloat/multilingual-e5-small
results: task: type: triplet
name: Triplet
dataset: name: my evaluator
type: my_evaluator
metrics: type: cosine_accuracy
value: 0.98
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.02
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.98
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.98
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.98
name: Max Accuracy
verified: no
Likes: 0 | All-time downloads: 11
Created: 2024-08-26 19:31:07