Model: bobox/DeBERTaV3-small-GeneralSentenceTransformer-v2-AllSoft
Author: bobox
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, deberta-v2, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:78183, loss:AdaptiveLayerLoss, 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:2402.14776, 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:78183, loss:AdaptiveLayerLoss, 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: The X and Y chromosomes in human beings that determine the sex of an individual.
sentences: A glacier leaves behind bare rock when it retreats., Prokaryotes are unicellular organisms that lack organelles surrounded by membranes., Mammalian sex determination is determined genetically by the presence of chromosomes identified by the letters x and y., source_sentence: Police officer with riot shield stands in front of crowd.
sentences: A police officer stands in front of a crowd., A pair of people play video games together on a couch., People are outside digging a hole., source_sentence: A young girl sitting on a white comforter on a bed covered with clothing, holding a yellow stuffed duck.
sentences: A man standing in a room is pointing up., A Little girl is enjoying cake outside., A yellow duck being held by a girl., source_sentence: A teenage girl in winter clothes slides down a decline in a red sled.
sentences: A woman preparing vegetables., A girl is sliding on a red sled., A person is on a beach., source_sentence: How many hymns of Luther were included in the Achtliederbuch?
sentences: the ABC News building was renamed Peter Jennings Way in 2006 in honor of the recently deceased longtime ABC News chief anchor and anchor of World News Tonight., In early 2009, Disney–ABC Television Group merged ABC Entertainment and ABC Studios into a new division, ABC Entertainment Group, which would be responsible for both its production and broadcasting operations., Luther's hymns were included in early Lutheran hymnals and spread the ideas of the Reformation.
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: 0.7746195773286169
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7690423402274569
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7641811345210845
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.754454714808573
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7621768998872902
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7522944339564277
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.643272843908074
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6187202562345202
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7746195773286169
name: Pearson Max
verified: no, type: spearman_max
value: 0.7690423402274569
name: Spearman Max
verified: no, type: pearson_cosine
value: 0.7408543477349779
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7193195268794856
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7347205138738226
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.716277121285963
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7317357204840789
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7133569462956698
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.5412116736741877
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.5324862690078268
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7408543477349779
name: Pearson Max
verified: no, type: spearman_max
value: 0.7193195268794856
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 168
Created: 2024-07-03 09:54:47