Model: manuel-couto-pintos/distilroberta-base-nli-v2
Author: manuel-couto-pintos
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, 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:distilbert/distilroberta-base, base_model:finetune:distilbert/distilroberta-base, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilroberta-base
Card metadata: base_model: distilbert/distilroberta-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 distilbert/distilroberta-base
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.7472631211742428
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7816148643047378
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7462864148382337
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7562943126527191
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7467258010434259
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7551090266044774
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.4680868285301815
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.48375727668644103
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7472631211742428
name: Pearson Max
verified: no, type: spearman_max
value: 0.7816148643047378
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7145148981321872
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7188984625066266
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7140610465322241
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7047733039592011
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7146251167393373
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7050375569985633
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.4319747161819866
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.429842682990914
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7146251167393373
name: Pearson Max
verified: no, type: spearman_max
value: 0.7188984625066266
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 136
Created: 2024-09-03 12:05:19