Model: sentence-transformers-testing/all-nli-bert-tiny-dense
Author: sentence-transformers-testing
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:277277, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:prajjwal1/bert-tiny, base_model:finetune:prajjwal1/bert-tiny, model-index, co2_eq_emissions, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: prajjwal1/bert-tiny
Card metadata: base_model: prajjwal1/bert-tiny
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:277277, loss:MultipleNegativesRankingLoss
widget: source_sentence: Tall man being stopped by an officer.
sentences: The man is short., There is a tall man., Male in brown leather jacket and tight black slacks, looking down at his phone, source_sentence: Man relaxing on a bench at the bus stop.
sentences: The man stood next to the bench., The man relaxes on a bench., A dog running outside., source_sentence: Police officer with riot shield stands in front of crowd.
sentences: A police officer teaches two children something., The kid is at the beach., A police officer stands in front of a crowd., source_sentence: A woman in a red shirt and blue jeans is walking outside while a man in a khaki jacket is right behind her.
sentences: A man and a woman are walking outside., A woman is outside., A man in an army jacket is  following a woman in a pink dress., source_sentence: A waitress with a pink shirt and black pants walking through a restaurant carrying bowls of soup.
sentences: Nobody has pants, A person with pants, a young kid jumps into the water
co2_eq_emissions: emissions: 1.9590621986924506
energy_consumed: 0.005040010596015587
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: 0.029
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: SentenceTransformer based on prajjwal1/bert-tiny
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.7526013757467193
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7614153421868329
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7622035611835871
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7597498090089608
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7632410201154781
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7614153421868329
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7526013835604672
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7614153421868329
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7632410201154781
name: Pearson Max
verified: no, type: spearman_max
value: 0.7614153421868329
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.69132863091579
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6775246001958918
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.6993315331718462
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.6760860789893309
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7005700491110102
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.6775246001958918
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.6913286275793098
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6775246001958918
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7005700491110102
name: Pearson Max
verified: no, type: spearman_max
value: 0.6775246001958918
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 2631
Created: 2024-09-10 06:50:56