Model: tomaarsen/glove-bilstm-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: A man is spitting.
sentences: A man is crying., Bombings kill 19 people in Iraq, Three women are sitting near a wall., source_sentence: A plane in the sky.
sentences: Two airplanes in the sky., Suicide bomber strikes in Syria, Two women posing with a baby., source_sentence: A woman is reading.
sentences: A woman is writing something., Some cyclists stop near a sign., Someone is greating a carrot., source_sentence: A man is speaking.
sentences: A man is talking., Bombings kill 19 people in Iraq, Kittens are eating food on trays., source_sentence: a woman has a child.
sentences: A pregnant woman is in labor, Some cyclists stop near a sign., Someone is stirring chili in a kettle.
pipeline_tag: sentence-similarity
co2_eq_emissions: emissions: 0.17244918455341185
energy_consumed: 0.0004436539677012515
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: 0.003
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: 0.7708672762349984
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7657600316758283
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7474564039693722
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.75228158575576
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7489387720530025
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7541126864285251
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.6124844196169514
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6662313602123413
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7708672762349984
name: Pearson Max
verified: no, type: spearman_max
value: 0.7657600316758283
name: Spearman Max
verified: no
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Created: 2024-04-25 16:06:27