Model: jilangdi/distilbert-base-uncased-sts
Author: jilangdi
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, distilbert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5749, loss:CosineSimilarityLoss, arxiv:1908.10084, base_model:distilbert/distilbert-base-uncased, base_model:finetune:distilbert/distilbert-base-uncased, model-index, co2_eq_emissions, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilbert-base-uncased
Card metadata: library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5749, loss:CosineSimilarityLoss
base_model: distilbert/distilbert-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 chef is preparing some food.
sentences: Five birds stand on the snow., A chef prepared a meal., There is no 'still' that is not relative to some other object., source_sentence: A woman is adding oil on fishes.
sentences: Large cruise ship floating on the water., It refers to the maximum f-stop (which is defined as the ratio of focal length to effective aperture diameter)., The woman is cutting potatoes., source_sentence: The player shoots the winning points.
sentences: Minimum wage laws hurt the least skilled, least productive the most., The basketball player is about to score points for his team., Three televisions, on on the floor, the other two on a box., source_sentence: Stars form in star-formation regions, which itself develop from molecular clouds.
sentences: Although I believe Searle is mistaken, I don't think you have found the problem., It may be possible for a solar system like ours to exist outside of a galaxy., A blond-haired child performing on the trumpet in front of a house while his younger brother watches., source_sentence: While Queen may refer to both Queen regent (sovereign) or Queen consort, the King has always been the sovereign.
sentences: At first, I thought this is a bit of a tricky question., A man plays the guitar., There is a very good reason not to refer to the Queen's spouse as "King" - because they aren't the King.
pipeline_tag: sentence-similarity
co2_eq_emissions: emissions: 39.55504012195411
energy_consumed: 0.07407546705036323
source: codecarbon
training_type: fine-tuning
on_cloud: no
cpu_model: AMD EPYC 7H12 64-Core Processor
ram_total_size: 229.14864349365234
hours_used: 0.147
hardware_used: 8 x NVIDIA GeForce RTX 3090
model-index: name: SentenceTransformer based on distilbert/distilbert-base-uncased
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.8600140595861905
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8598983710598386
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8243680239709271
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8279844492084353
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.824951390126028
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8287648794439747
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.8082965335059282
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8091677829512911
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8600140595861905
name: Pearson Max
verified: no, type: spearman_max
value: 0.8598983710598386
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.8268457854861329
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8228490860497294
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8156507100664523
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8121071145557491
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8163157326426538
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8129552976781299
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7410469543934988
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7354483817269781
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8268457854861329
name: Pearson Max
verified: no, type: spearman_max
value: 0.8228490860497294
name: Spearman Max
verified: no, type: pearson_cosine
value: 0.8291194587336435
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.826073377213203
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8189784822965882
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8168853954005567
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8196499152175635
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8172865511141795
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7476019871405575
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7396418058035931
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8291194587336435
name: Pearson Max
verified: no, type: spearman_max
value: 0.826073377213203
name: Spearman Max
verified: no
Likes: 1 | All-time downloads: 15
Created: 2024-06-11 06:00:34