Model: trbeers/distilroberta-base-nli-v2
Author: trbeers
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3000, 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: language: en
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3000, loss:MultipleNegativesRankingLoss
base_model: distilbert/distilroberta-base
datasets: sentence-transformers/all-nli
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
widget: source_sentence: An Indian woman is washing and cleaning dirty laundry at a lake and in the background is a kid who appears to have jumped into the lake.
sentences: An Indian woman is doing her laundry in a lake., An Indian woman is putting her laundry into the machine., A girl is playing with a Slinky., source_sentence: Nine women in white robes with hoods walk on plush, green grass.
sentences: The women each have one head., Two friends sitting on step at their job., The woman is alone and asleep in her bedroom., source_sentence: Under a blue sky with white clouds, a child reaches up to touch the propeller of a plane standing parked on a field of grass.
sentences: A child is reaching to touch the propeller of a plane., The boy is sitting, A child is playing with a ball., source_sentence: A man and a woman are talking in a park
sentences: A man is heading to his house of worship., A pair of people are talking outdoors., A man and woman are talking in the aquarium., source_sentence: A man running a marathon talks to his friend.
sentences: People watching hot air balloons inflating., There is a man running., There are people canoeing down a river.
pipeline_tag: sentence-similarity
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: 0.7444932434233196
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7769282355085634
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7502489213535852
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7574428535049513
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.752089041601621
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7583983155030144
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.49365896310259416
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.49513705166832495
name: Spearman Dot
verified: no, type: pearson_max
value: 0.752089041601621
name: Pearson Max
verified: no, type: spearman_max
value: 0.7769282355085634
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7101248020205797
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7072744861979087
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7133109440593921
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.6966728374126535
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7142547715068376
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.6959833440145297
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.4503698330540162
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.43425556993054526
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7142547715068376
name: Pearson Max
verified: no, type: spearman_max
value: 0.7072744861979087
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 9
Created: 2024-07-21 10:01:12