Model: korruz/mpnet-base-all-nli-triplet
Author: korruz
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:100000, loss:MultipleNegativesRankingLoss, en, dataset:sentence-transformers/all-nli, arxiv:1908.10084, arxiv:1705.00652, base_model:microsoft/mpnet-base, base_model:finetune:microsoft/mpnet-base, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: microsoft/mpnet-base
Card metadata: base_model: microsoft/mpnet-base
datasets: sentence-transformers/all-nli
language: en
library_name: sentence-transformers
license: apache-2.0
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:100000, loss:MultipleNegativesRankingLoss
widget: source_sentence: People on bicycles waiting at an intersection.
sentences: More than one person on a bicycle is obeying traffic laws., The people are on skateboards., People waiting at a light on bikes., source_sentence: A dog is in the water.
sentences: A white dog with brown spots standing in water., A woman in a white outfit holds her purse while on a crowded bus., A wakeboarder is traveling across the water behind a ramp., source_sentence: The people are sleeping.
sentences: A man and young boy asleep in a chair., A father and his son cuddle while sleeping., Several people are sitting on the back of a truck outside., source_sentence: A dog is swimming.
sentences: A brown god relaxes on a brick sidewalk., The furry brown dog is swimming in the ocean., a black dog swimming in the water with a tennis ball in his mouth, source_sentence: A dog is swimming.
sentences: A woman in all black throws a football indoors while man looks at his cellphone in the background., A white dog with a stick in his mouth standing next to a black dog., A dog with yellow fur swims, neck deep, in water.
model-index: name: MPNet base trained on AllNLI triplets
results: task: type: triplet
name: Triplet
dataset: name: all nli dev
type: all-nli-dev
metrics: type: cosine_accuracy
value: 0.9059842041312273
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.09386391251518833
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.900820170109356
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.9017314702308628
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.9059842041312273
name: Max Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: all nli test
type: all-nli-test
metrics: type: cosine_accuracy
value: 0.9185958541382963
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.08019367529126949
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.9142078983204721
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.9142078983204721
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.9185958541382963
name: Max Accuracy
verified: no
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Created: 2024-09-04 01:19:42