Model: tomaarsen/glove-mean-pooling-sts
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, sentence-similarity, feature-extraction, loss:CosineSimilarityLoss, en, arxiv:1908.10084, model-index, co2_eq_emissions, endpoints_compatible, region:us
Card metadata: language: en
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, loss:CosineSimilarityLoss
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
widget: source_sentence: Women are running.
sentences: Women are running., The cougar is chasing the bear., NATO soldier killed in Afghan attack, source_sentence: A woman is reading.
sentences: A woman is writing something., A person is drawing a picture., A dog laying in the snow., source_sentence: A plane in the sky.
sentences: Two airplanes in the sky., A man is playing an instrument., Bangladesh executes opposition leader, source_sentence: A man jumping rope
sentences: A man is climbing a rope., The girl is playing the guitar., A chef prepared a meal., source_sentence: A baby is laughing.
sentences: The baby laughed in his car seat., A person is combing a cat hair., A man is riding a horse in the desert.
pipeline_tag: sentence-similarity
co2_eq_emissions: emissions: 0.04787408159843385
energy_consumed: 0.00012316397033828962
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: 0.002
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: SentenceTransformer
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.7683803418925228
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7632727671822109
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7167343000545916
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7284225373129679
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7177127625426643
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.729676171689153
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.561565806742925
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6116263753232491
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7683803418925228
name: Pearson Max
verified: no, type: spearman_max
value: 0.7632727671822109
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.6783055201030597
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6549170846046467
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.6064971288495867
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.6169187673598634
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.6073075425801093
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.6178537671183167
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.45009881124802237
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.47227603379856636
name: Spearman Dot
verified: no, type: pearson_max
value: 0.6783055201030597
name: Pearson Max
verified: no, type: spearman_max
value: 0.6549170846046467
name: Spearman Max
verified: no
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Created: 2024-04-25 15:39:01