Model: ielabgroup/Starbucks_STS
Author: ielabgroup
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:557850, loss:StarbucksLoss, arxiv:2410.13230, en, dataset:sentence-transformers/all-nli, arxiv:1908.10084, base_model:ielabgroup/bert-base-uncased-fineweb100bt-smae, base_model:finetune:ielabgroup/bert-base-uncased-fineweb100bt-smae, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: ielabgroup/bert-base-uncased-fineweb100bt-smae
Card metadata: base_model: ielabgroup/bert-base-uncased-fineweb100bt-smae
datasets: sentence-transformers/all-nli
language: en
library_name: sentence-transformers
arxiv: 2410.1323
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:557850, loss:StarbucksLoss, arxiv:2410.13230
widget: source_sentence: A dog is in the water.
sentences: The woman is wearing green., The dog is rolling around in the grass., A brown dog swims through water outdoors with a tennis ball in its mouth., source_sentence: A dog is swimming.
sentences: a black dog swimming in the water with a tennis ball in his mouth, A dog with yellow fur swims, neck deep, in water., A brown dog running through a large orange tube., source_sentence: A dog is swimming.
sentences: A dog with golden hair swims through water., A golden haired dog is lying in a boat that is traveling on a lake., A dog with golden hair swims through water., source_sentence: A dog is swimming.
sentences: A tan dog splashes as he swims through the water., A man and young boy asleep in a chair., A dog in a harness chasing a red ball., source_sentence: A dog is in the water.
sentences: A big brown dog jumps into a swimming pool on the backyard., Wet brown dog swims towards camera., The dog is rolling around in the grass.
model-index: name: SentenceTransformer based on ielabgroup/bert-base-uncased-fineweb100bt-matryoshka-mae
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.8170317205826663
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.827406310000667
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8085162876731988
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8050045835065848
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8122787407180172
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.809299222491485
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7657571947414553
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7564706925314776
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8170317205826663
name: Pearson Max
verified: no, type: spearman_max
value: 0.827406310000667
name: Spearman Max
verified: no
Likes: 2 | All-time downloads: 178
Created: 2024-10-17 01:35:13