Model: jilangdi/all-mpnet-base-v2-sts
Author: jilangdi
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5749, loss:CosineSimilarityLoss, arxiv:1908.10084, base_model:sentence-transformers/all-mpnet-base-v2, base_model:finetune:sentence-transformers/all-mpnet-base-v2, model-index, co2_eq_emissions, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-mpnet-base-v2
Card metadata: library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5749, loss:CosineSimilarityLoss
base_model: sentence-transformers/all-mpnet-base-v2
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: 93.43541854818658
energy_consumed: 0.1749782643795525
source: codecarbon
training_type: fine-tuning
on_cloud: no
cpu_model: AMD EPYC 7H12 64-Core Processor
ram_total_size: 229.14864349365234
hours_used: 0.143
hardware_used: 8 x NVIDIA GeForce RTX 3090
model-index: name: SentenceTransformer based on sentence-transformers/all-mpnet-base-v2
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts mpnet dev
type: sts-mpnet-dev
metrics: type: pearson_cosine
value: 0.9082003751911006
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.9068573348364105
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8991806648044287
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.905893937799947
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8998094542860591
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.9068573340303147
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.9082003757684081
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.9068573340303147
name: Spearman Dot
verified: no, type: pearson_max
value: 0.9082003757684081
name: Pearson Max
verified: no, type: spearman_max
value: 0.9068573348364105
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts mpnet test
type: sts-mpnet-test
metrics: type: pearson_cosine
value: 0.8755366875955196
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8736528954082163
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8667069486775929
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.872611925172738
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8673923632809148
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8736530053628437
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.8755366834981875
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8736528954082163
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8755366875955196
name: Pearson Max
verified: no, type: spearman_max
value: 0.8736530053628437
name: Spearman Max
verified: no
Likes: 1 | All-time downloads: 152
Created: 2024-06-11 06:50:30