Model: armaniii/all-mpnet-base-v2-augmentation-indomain-bm25-sts
Author: armaniii
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:17093, loss:CosineSimilarityLoss, arxiv:1908.10084, base_model:sentence-transformers/all-mpnet-base-v2, base_model:finetune:sentence-transformers/all-mpnet-base-v2, model-index, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-mpnet-base-v2
Card metadata: base_model: sentence-transformers/all-mpnet-base-v2
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:17093, loss:CosineSimilarityLoss
widget: source_sentence: In the realm of genetics , it is far better to be safe than sorry .
sentences: Marijuana use harms the brain, and legalization will increase mental health problems., We are god now !, Likewise , the proposal that addictive drugs should be legalized , regulated and opened to " free market dynamics " is immediately belied by the recognition that the drug market for an addict is no longer a free market – it is clear that they will pay any price when needing their drug ., source_sentence: The worldwide anti-nuclear power movement has provided enormous stimulation to the Australian movement , and the decline in nuclear power expansion since the late 1970s - due substantially to worldwide citizen opposition - has been a great setback for Australian uranium mining interests .
sentences: Just as the state has the authority ( and duty ) to act justly in allocating scarce resources , in meeting minimal needs of its ( deserving ) citizens , in defending its citizens from violence and crime , and in not waging unjust wars ; so too does it have the authority , flowing from its mission to promote justice and the good of its people , to punish the criminal ., The long lead times for construction that invalidate nuclear power as a way of mitigating climate change was a point recognized in 2009 by the body whose mission is to promote the use of nuclear power , the International Atomic Energy Agency ( IAEA ) ., Gun control laws would reduce the societal costs associated with gun violence., source_sentence: Requiring uniforms enhances school security by permitting identification of non-students who try to enter the campus .
sentences: Many students who are against school uniforms argue that they lose their â € ‹ self identity when they lose their right to express themselves through fashion ., If reproductive cloning is perfected , a quadriplegic can also choose to have himself cloned , so someone can take his place ., A higher minimum wage might also decrease turnover and thus keep training costs down , supporters say ., source_sentence: Minimum wage has long been a minimum standard of living .
sentences: A minimum wage job is suppose to be an entry level stepping stone – not a career goal ., It is argued that just as it would be permissible to " unplug " and thereby cause the death of the person who is using one 's kidneys , so it is permissible to abort the fetus ( who similarly , it is said , has no right to use one 's body 's life-support functions against one 's will ) ., Abortion reduces welfare costs to taxpayers ., source_sentence: Fanatics of the pro – life argument are sometimes so focused on the fetus that they put no value to the mother ’s life and do not even consider the viability of the fetus .
sentences: Life is life , whether it s outside the womb or not ., Legalization of marijuana is phasing out black markets and taking money away from drug cartels, organized crime, and street gangs., Response 2 : A child is not replaceable .
model-index: name: SentenceTransformer based on sentence-transformers/all-mpnet-base-v2
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7294675022492696
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7234943835496113
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7104391963353577
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7118078150763045
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7212412855224142
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7234943835496113
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7294674862347428
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7234943835496113
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7294675022492696
name: Pearson Max
verified: no, type: spearman_max
value: 0.7234943835496113
name: Spearman Max
verified: no, type: pearson_cosine
value: 0.7146126101962849
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6886131469202397
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7069653659670995
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.6837201725651982
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7115078495768724
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.6886131469202397
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7146126206763159
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6886131469202397
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7146126206763159
name: Pearson Max
verified: no, type: spearman_max
value: 0.6886131469202397
name: Spearman Max
verified: no
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Created: 2024-11-27 03:58:34