Model: tomaarsen/bert-base-uncased-augmentation-indomain-nlpaug-sts
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, loss:CosineSimilarityLoss, en, arxiv:1908.10084, base_model:google-bert/bert-base-uncased, base_model:finetune:google-bert/bert-base-uncased, model-index, co2_eq_emissions, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: google-bert/bert-base-uncased
Card metadata: language: en
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, loss:CosineSimilarityLoss
base_model: google-bert/bert-base-uncased
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
widget: source_sentence: A woman is dancing.
sentences: An audience watches a girl dance., A man is outside on a July day., A man is cutting up carrots., source_sentence: A man shoots a man.
sentences: The man is aiming a gun., A helicopter flies over water., a dog trots through the grass., source_sentence: A man is spitting.
sentences: A man is crying., A helicopter flies over water., A slow loris hanging on a cord., source_sentence: A boy is vacuuming.
sentences: A little boy is vacuuming the floor., A guy is playing an instrument., A woman equestrian riding a horse., source_sentence: A woman is reading.
sentences: A woman is writing something., A man is standing in the rain., A man slices an onion.
pipeline_tag: sentence-similarity
co2_eq_emissions: emissions: 4.738044659547021
energy_consumed: 0.012189401288254294
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: 0.058
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: SentenceTransformer based on google-bert/bert-base-uncased
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.8682431647858876
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8703313606188837
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8385159885167599
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8435007318066774
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8391102057706885
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8441165556372876
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.8140605796498762
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8174591525223206
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8682431647858876
name: Pearson Max
verified: no, type: spearman_max
value: 0.8703313606188837
name: Spearman Max
verified: no, type: pearson_cosine
value: 0.8418519780467144
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8363102079867478
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8282641539296681
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8261442750405601
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8279900369159026
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8258841934048688
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7681509901549408
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.757455580460212
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8418519780467144
name: Pearson Max
verified: no, type: spearman_max
value: 0.8363102079867478
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 115
Created: 2024-04-25 18:51:13