Model: bobox/DeBERTaV3-small-GeneralSentenceTransformer
Author: bobox
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, deberta-v2, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:131566, loss:MultipleNegativesRankingLoss, loss:CoSENTLoss, loss:GISTEmbedLoss, loss:OnlineContrastiveLoss, loss:MultipleNegativesSymmetricRankingLoss, 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/msmarco-msmarco-distilbert-base-v3, dataset:sentence-transformers/natural-questions, dataset:sentence-transformers/trivia-qa, dataset:sentence-transformers/quora-duplicates, dataset:sentence-transformers/gooaq, arxiv:1908.10084, arxiv:1705.00652, arxiv:2402.16829, 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:131566, loss:MultipleNegativesRankingLoss, loss:CoSENTLoss, loss:GISTEmbedLoss, loss:OnlineContrastiveLoss, loss:MultipleNegativesSymmetricRankingLoss
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/msmarco-msmarco-distilbert-base-v3, 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: Centrosome-independent mitotic spindle formation in  vertebrates.
sentences: Birds pair up with the same bird in mating season., We use voltage to keep track of electric potential energy., A mitotic spindle forms from the centrosomes., source_sentence: A dog carrying a stick in its mouth runs through a snow-covered field.
sentences: The children played on the floor., A pair of people play video games together on a couch., A animal carried a stick through a snow covered field., source_sentence: A guy on a skateboard, jumping off some steps.
sentences: A woman is making music., a guy with a skateboard making a jump, A dog holds an object in the water., source_sentence: A photographer with bushy dark hair takes a photo of a skateboarder at an indoor park.
sentences: The person with the camera photographs the person skating., A man starring at a piece of paper., The man is riding a bike in sand., source_sentence: Why did oil start getting priced in terms of gold?
sentences: Because oil was priced in dollars, oil producers' real income decreased., This allows all set top boxes in a household to share recordings and other media., Only the series from 2009 onwards are available on Blu-ray, except for the 1970 story Spearhead from Space, released in July 2013.
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: 0.7740200646402275
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7726824843726025
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7871287254831608
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7758049644234141
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7842462717672578
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7723622369393174
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.705919446324648
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6867859662226861
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7871287254831608
name: Pearson Max
verified: no, type: spearman_max
value: 0.7758049644234141
name: Spearman Max
verified: no, type: pearson_cosine
value: 0.7740200646402275
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7726824843726025
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7871287254831608
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7758049644234141
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7842462717672578
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7723622369393174
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.705919446324648
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6867859662226861
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7871287254831608
name: Pearson Max
verified: no, type: spearman_max
value: 0.7758049644234141
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 354
Created: 2024-06-15 00:09:56