Model: tomaarsen/mpnet-base-all-nli-triplet
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, 100K<n<1M, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:1705.00652, base_model:microsoft/mpnet-base, base_model:finetune:microsoft/mpnet-base, license:apache-2.0, model-index, co2_eq_emissions, endpoints_compatible, region:us
Base models (finetune): id: microsoft/mpnet-base
Card metadata: language: en
license: apache-2.0
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, 100K<n<1M, loss:MultipleNegativesRankingLoss
base_model: microsoft/mpnet-base
metrics: cosine_accuracy, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy
widget: source_sentence: The strangely dressed guys, one wearing an orange wig, sunglasses with peace signs, and a karate costume with an orannge belt, another wearing a curly blue wig, heart shaped sunglasses, and a karate outfit painted with leaves, and the third wearing pink underwear, a black afro, and giant sunglasses.
sentences: A blonde female is reaching into a golf hole while holding two golf balls., There are people wearing outfits., The people are naked., source_sentence: A group of children playing and having a good time.
sentences: The kids are together., The children are reading books., People are pointing at a Middle-aged woman., source_sentence: Three children dressed in winter clothes are walking through the woods while pushing cargo along.
sentences: A woman is sitting., Three childre are dressed in summer clothes., Three children are dressed in winter clothes., source_sentence: A young child is enjoying the water and rock scenery with their dog.
sentences: The child and dog are enjoying some fresh air., The teenage boy is taking his cat for a walk beside the water., A lady in blue has birds around her., source_sentence: Boca da Corrida Encumeada (moderate; 5 hours): views of Curral das Freiras and the valley of Ribeiro do Poco.
sentences: Boca da Corrida Encumeada is a moderate text that takes 5 hours to complete. , This chapter is in the advance category., I think it is something that we need.
pipeline_tag: sentence-similarity
co2_eq_emissions: emissions: 118.81134392463773
energy_consumed: 0.30566177669432554
source: codecarbon
training_type: fine-tuning
on_cloud: no
cpu_model: 13th Gen Intel(R) Core(TM) i7-13700K
ram_total_size: 31.777088165283203
hours_used: 1.661
hardware_used: 1 x NVIDIA GeForce RTX 3090
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: 0.9003645200486027
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.09705346294046173
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.8968712029161604
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.8974787363304981
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.9003645200486027
name: Max Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: all nli test
type: all-nli-test
metrics: type: cosine_accuracy
value: 0.9149644424269935
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.08564079285822364
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.911484339536995
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.9134513542139506
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.9149644424269935
name: Max Accuracy
verified: no
Likes: 1 | All-time downloads: 2170
Created: 2024-05-27 10:57:23