Model: srikarvar/e-small-triplet-balanced
Author: srikarvar
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1204, 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:1204, loss:TripletLoss
widget: source_sentence: How do I publish articles?
sentences: How do I publish an article?, Steps to meditate, How I publish my article on Yahoo?, source_sentence: Who is the author of '1984'?
sentences: North America's largest lake by area, Writer of the novel '1984', Who is the author of 'Pride and Prejudice'?, source_sentence: What are adverbs? What are some kind of adverbs?
sentences: How can I get rid of flying cockroaches?, What are some examples of adverbs?, What's the difference between adverbial phrase and adverb phrase?, source_sentence: Do you believe in astrology? Is it true?
sentences: Are horoscopes legitimate? Do they ever come true?, Today is my birthday. Why does no one wish me a happy birthday?, Do you believe in horoscope?, source_sentence: After marriage, why do women have to change their surnames to their husband’s? Why can't they keep their maiden ones?
sentences: Steps to start a blog, After marriage, why do women have to change their surname?, Is it possible for an Indian woman not to change her surname after marriage?
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: 0.9917355371900827
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.008264462809917356
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.9917355371900827
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.9917355371900827
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.9917355371900827
name: Max Accuracy
verified: no
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Created: 2024-08-28 09:50:34