Model: bobox/DeBERTaV3-small-GeneralSentenceTransformer-v2-checkpoints-tmp
Author: bobox
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, tensorboard, deberta-v2, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:526885, loss:GISTEmbedLoss, loss:CoSENTLoss, loss:OnlineContrastiveLoss, loss:MultipleNegativesSymmetricRankingLoss, loss:MarginMSELoss, en, dataset:sentence-transformers/all-nli, dataset:sentence-transformers/stsb, dataset:tals/vitaminc, dataset:nyu-mll/glue, dataset:allenai/scitail, dataset:sentence-transformers/xsum, dataset:sentence-transformers/sentence-compression, dataset:allenai/sciq, dataset:allenai/qasc, dataset:allenai/openbookqa, dataset:sentence-transformers/natural-questions, dataset:sentence-transformers/trivia-qa, dataset:sentence-transformers/quora-duplicates, dataset:sentence-transformers/gooaq, arxiv:1908.10084, arxiv:2402.16829, arxiv:2010.02666, base_model:microsoft/deberta-v3-small, base_model:finetune:microsoft/deberta-v3-small, model-index, endpoints_compatible, region:us
Base models (finetune): id: microsoft/deberta-v3-small
Card metadata: language: en
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:526885, loss:GISTEmbedLoss, loss:CoSENTLoss, loss:OnlineContrastiveLoss, loss:MultipleNegativesSymmetricRankingLoss, loss:MarginMSELoss
base_model: microsoft/deberta-v3-small
datasets: sentence-transformers/all-nli, sentence-transformers/stsb, tals/vitaminc, nyu-mll/glue, allenai/scitail, sentence-transformers/xsum, sentence-transformers/sentence-compression, allenai/sciq, allenai/qasc, allenai/openbookqa, sentence-transformers/natural-questions, sentence-transformers/trivia-qa, sentence-transformers/quora-duplicates, sentence-transformers/gooaq
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 in a Santa Claus costume is sitting on a wooden chair holding a microphone and a stringed instrument.
sentences: The man is is near the ball., The man is wearing a costume., People are having a picnic., source_sentence: A street vendor selling his art.
sentences: A man is selling things on the street., A woman is walking outside., A clown is talking into a microphone., source_sentence: A boy looks surly as his father looks at the camera.
sentences: a boy looks at his farther, A dark-haired girl in a spotted shirt is pointing at the picture while sitting next to a boy wearing a purple shirt and jeans., Man and woman stop and chat with each other., source_sentence: Which company provided streetcar connections between downtown and the hospital?
sentences: In 1914 developers Billings & Meyering acquired the tract, completed street development, provided the last of the necessary municipal improvements including water service, and began marketing the property with fervor., The war was fought primarily along the frontiers between New France and the British colonies, from Virginia in the South to Nova Scotia in the North., On the basis of CST, Burnet developed a theory of how an immune response is triggered according to the self/nonself distinction: "self" constituents (constituents of the body) do not trigger destructive immune responses, while "nonself" entities (pathogens, an allograft) trigger a destructive immune response., source_sentence: What language did Tesla study while in school?
sentences: Because of the complexity of medications including specific indications, effectiveness of treatment regimens, safety of medications (i.e., drug interactions) and patient compliance issues (in the hospital and at home) many pharmacists practicing in hospitals gain more education and training after pharmacy school through a pharmacy practice residency and sometimes followed by another residency in a specific area., Rev. Jimmy Creech was defrocked after a highly publicized church trial in 1999 on account of his participation in same-sex union ceremonies., Tesla was the fourth of five children.
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on microsoft/deberta-v3-small
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.2520910673470529
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.2588662067006675
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.30439718484055006
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.3013780326567434
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.25977707672353506
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.26078444276128726
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.08121075567918108
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.0753891417253212
name: Spearman Dot
verified: no, type: pearson_max
value: 0.30439718484055006
name: Pearson Max
verified: no, type: spearman_max
value: 0.3013780326567434
name: Spearman Max
verified: no, type: pearson_cosine
value: 0.2520910673470529
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.2588662067006675
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.30439718484055006
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.3013780326567434
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.25977707672353506
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.26078444276128726
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.08121075567918108
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.0753891417253212
name: Spearman Dot
verified: no, type: pearson_max
value: 0.30439718484055006
name: Pearson Max
verified: no, type: spearman_max
value: 0.3013780326567434
name: Spearman Max
verified: no, type: pearson_cosine
value: 0.7933255500721913
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7974636940357042
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7981019600081939
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7881373354371464
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7953389212549029
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.785471057378488
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7742724036105891
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7646982940473647
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7981019600081939
name: Pearson Max
verified: no, type: spearman_max
value: 0.7974636940357042
name: Spearman Max
verified: no
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Created: 2024-06-15 18:21:17