Model: jilangdi/bert-base-uncased-nli-v1
Author: jilangdi
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:10000, loss:SoftmaxLoss, 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: library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:10000, loss:SoftmaxLoss
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 man selling donuts to a customer during a world exhibition event held in the city of Angeles
sentences: The man is doing tricks., A woman drinks her coffee in a small cafe., The building is made of logs., source_sentence: A group of people prepare hot air balloons for takeoff.
sentences: There are hot air balloons on the ground and air., A man is in an art museum., People watch another person do a trick., source_sentence: Three workers are trimming down trees.
sentences: The goalie is sleeping at home., There are three workers, The girl has brown hair., source_sentence: Two brown-haired men wearing short-sleeved shirts and shorts are climbing stairs.
sentences: The men have blonde hair., A bicyclist passes an esthetically beautiful building on a sunny day, Two men are dancing., source_sentence: A man is sitting in on the side of the street with brass pots.
sentences: a younger boy looks at his father, Children are at the beach., a man does not have brass pots
pipeline_tag: sentence-similarity
co2_eq_emissions: emissions: 147.28843774992524
energy_consumed: 0.2758298255748315
source: codecarbon
training_type: fine-tuning
on_cloud: no
cpu_model: AMD EPYC 7H12 64-Core Processor
ram_total_size: 229.14864349365234
hours_used: 0.351
hardware_used: 8 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 dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.47725003430658275
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.5475746919034576
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.5043805022296893
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.5420702830995872
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.5083739540394052
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.544209699690841
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.4458579859528435
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.4698642508787034
name: Spearman Dot
verified: no, type: pearson_max
value: 0.5083739540394052
name: Pearson Max
verified: no, type: spearman_max
value: 0.5475746919034576
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.5320947494943107
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.5317279446221387
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.5575308236485216
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.5554390408837996
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.55587770863865
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.5535804159700501
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.2787697886285483
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.2710358104528421
name: Spearman Dot
verified: no, type: pearson_max
value: 0.5575308236485216
name: Pearson Max
verified: no, type: spearman_max
value: 0.5554390408837996
name: Spearman Max
verified: no, type: pearson_cosine
value: 0.4493844540252116
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.4694611677633312
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.4773641092320219
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.4763054309792941
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.4796801942910325
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.47774521406648734
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.4081600817978359
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.3898881150281674
name: Spearman Dot
verified: no, type: pearson_max
value: 0.4796801942910325
name: Pearson Max
verified: no, type: spearman_max
value: 0.47774521406648734
name: Spearman Max
verified: no
Likes: 1 | All-time downloads: 19
Created: 2024-06-11 09:45:16