Model: manuel-couto-pintos/mpnet-base-nli-v2
Author: manuel-couto-pintos
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:10000, 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, 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
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:10000, loss:MultipleNegativesRankingLoss
widget: source_sentence: A man dressed in yellow rescue gear walks in a field.
sentences: A person messes with some papers., The man is outdoors., The man is bowling., source_sentence: A young woman tennis player dressed in black carries many tennis balls on her racket.
sentences: A young woman tennis player have many tennis balls., Two men are fishing., A young woman never wears white dress., source_sentence: An older gentleman enjoys a scenic stroll through the countryside.
sentences: A pirate boards the spaceship., A man walks the countryside., Girls standing at a whiteboard in front of class., source_sentence: A kid in a red and black coat is laying on his back in the snow with his arm in the air and a red sled is next to him.
sentences: It is a cold day., A girl with her hands in a tub., The kid is on a sugar high., source_sentence: A young boy playing in the grass.
sentences: A woman in a restaurant., The boy is in the sand., There is a child in the grass.
model-index: name: SentenceTransformer based on microsoft/mpnet-base
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.8037115824193053
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8280034834882098
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8246115594820148
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8246698532463935
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8269079166689298
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8265033797728895
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7864251532602605
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7996406955949785
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8269079166689298
name: Pearson Max
verified: no, type: spearman_max
value: 0.8280034834882098
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7555884394670088
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7629008268135758
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7748676335047628
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7596079881029025
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7763712683425394
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7608569856209585
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.735478302248904
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.729962390312057
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7763712683425394
name: Pearson Max
verified: no, type: spearman_max
value: 0.7629008268135758
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 110
Created: 2024-09-03 11:55:33