Model: srikarvar/e-small-triplet
Author: srikarvar
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:548, 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:548, loss:TripletLoss
widget: source_sentence: What's the best way to learn a new language?
sentences: What is the fastest way to travel?, Current CEO of Apple Inc., Best methods to learn a new language, source_sentence: Where can I find the best sushi in town?
sentences: Paracetamol side effects, Where can I find the best pizza in town?, Where can I find the best sushi nearby?, source_sentence: How to bake a chocolate cake?
sentences: How to make chocolate chip cookies?, Signs and symptoms of anxiety, Steps to bake a chocolate cake, source_sentence: What is the largest lake in North America?
sentences: Steps to cook pasta, What is the largest river in North America?, North America's largest lake by area, source_sentence: How many countries are in the European Union?
sentences: Formula to find the area of a circle, Number of countries in the European Union, How many continents are there?
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: 1
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 1
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 1
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 1
name: Max Accuracy
verified: no
Likes: 0 | All-time downloads: 148
Created: 2024-08-21 09:35:03