Model: bobox/DeBERTa3-base-STr-CosineWaves
Author: bobox
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, tensorboard, deberta-v2, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:123245, loss:CachedGISTEmbedLoss, en, dataset:tals/vitaminc, dataset:allenai/scitail, dataset:allenai/sciq, dataset:allenai/qasc, dataset:sentence-transformers/msmarco-msmarco-distilbert-base-v3, dataset:sentence-transformers/natural-questions, dataset:sentence-transformers/trivia-qa, dataset:sentence-transformers/gooaq, dataset:google-research-datasets/paws, arxiv:1908.10084, base_model:microsoft/deberta-v3-base, base_model:finetune:microsoft/deberta-v3-base, model-index, endpoints_compatible, region:us
Base models (finetune): id: microsoft/deberta-v3-base
Card metadata: base_model: microsoft/deberta-v3-base
datasets: tals/vitaminc, allenai/scitail, allenai/sciq, allenai/qasc, sentence-transformers/msmarco-msmarco-distilbert-base-v3, sentence-transformers/natural-questions, sentence-transformers/trivia-qa, sentence-transformers/gooaq, google-research-datasets/paws
language: en
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, cosine_accuracy, cosine_accuracy_threshold, cosine_f1, cosine_f1_threshold, cosine_precision, cosine_recall, cosine_ap, dot_accuracy, dot_accuracy_threshold, dot_f1, dot_f1_threshold, dot_precision, dot_recall, dot_ap, manhattan_accuracy, manhattan_accuracy_threshold, manhattan_f1, manhattan_f1_threshold, manhattan_precision, manhattan_recall, manhattan_ap, euclidean_accuracy, euclidean_accuracy_threshold, euclidean_f1, euclidean_f1_threshold, euclidean_precision, euclidean_recall, euclidean_ap, max_accuracy, max_accuracy_threshold, max_f1, max_f1_threshold, max_precision, max_recall, max_ap
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:123245, loss:CachedGISTEmbedLoss
widget: source_sentence: what type of inheritance does haemochromatosis
sentences: Nestled on the tranquil banks of the Pamlico River, Moss Landing is a vibrant new community of thoughtfully conceived, meticulously crafted single-family homes in Washington, North Carolina. Washington is renowned for its historic architecture and natural beauty., 1 Microwave on high for 8 to 10 minutes or until tender, turning the yams once. 2  To microwave sliced yams: Wash, peel, and cut off the woody portions and ends. 3  Cut yams into quarters. 4  Place the yams and 1/2 cup water in a microwave-safe casserole.ake the Yams. 1  Place half the yams in a 1-quart casserole. 2  Layer with half the brown sugar and half the margarine. 3  Repeat the layers. 4  Bake, uncovered, in a 375 degree F oven for 30 to 35 minutes or until the yams are glazed, spooning the liquid over the yams once or twice during cooking., Types 1, 2, and 3 hemochromatosis are inherited in an autosomal recessive pattern, which means both copies of the gene in each cell have mutations. Most often, the parents of an individual with an autosomal recessive condition each carry one copy of the mutated gene but do not show signs and symptoms of the condition.Type 4 hemochromatosis is distinguished by its autosomal dominant inheritance pattern.With this type of inheritance, one copy of the altered gene in each cell is sufficient to cause the disorder. In most cases, an affected person has one parent with the condition.ype 1, the most common form of the disorder, and type 4 (also called ferroportin disease) begin in adulthood. Men with type 1 or type 4 hemochromatosis typically develop symptoms between the ages of 40 and 60, and women usually develop symptoms after menopause. Type 2 hemochromatosis is a juvenile-onset disorder., source_sentence: More than 273 people have died from the 2019-20 coronavirus outside mainland China .
sentences: More than 3,700 people have died : around 3,100 in mainland China and around 550 in all other countries combined ., More than 3,200 people have died : almost 3,000 in mainland China and around 275 in other countries ., more than 4,900 deaths have been attributed to COVID-19 ., source_sentence: The male reproductive system consists of structures that produce sperm and secrete testosterone.
sentences: What does the male reproductive system consist of?, What facilitates the diffusion of ions across a membrane?, Autoimmunity can develop with time, and its causes may be rooted in this?, source_sentence: Nitrogen gas comprises about three-fourths of earth's atmosphere.
sentences: What do all cells have in common?, What gas comprises about three-fourths of earth's atmosphere?, What do you call an animal in which the embryo, often termed a joey, is born immature and must complete its development outside the mother's body?, source_sentence: What device is used to regulate a person's heart rate?
sentences: Marie Antoinette and the French Revolution    .   Famous Faces    .   Mad Max: Maximilien Robespierre   |   PBS Extended Interviews > Resources > For Educators > Mad Max: Maximilien Robespierre Maximilien Robespierre was born May 6, 1758 in Arras, France. Educated at the Lycée Louis-le-Grand in Paris as a lawyer, Robespierre became a disciple of philosopher Jean-Jacques Rousseau and a passionate advocate for the poor. Called "the Incorruptible" because of his unwavering dedication to the Revolution, Robespierre joined the Jacobin Club and earned a loyal following. In contrast to the more republican Girondins and Marie Antoinette, Robespierre fiercely opposed declaring war on Austria, feeling it would distract from revolutionary progress in France. Robespierre's exemplary oratory skills influenced the National Convention in 1792 to avoid seeking public opinion about the Convention’s decision to execute King Louis XVI.  In 1793, the Convention elected Robespierre to the Committee of Public Defense. He was a highly controversial member, developing radical policies, warning of conspiracies, and suggesting restructuring the Convention. This behavior eventually led to his downfall, and he was guillotined without trial on 10th Thermidor An II (July 28, 1794), marking the end of the Reign of Terror. Famous Faces, Devices for Arrhythmia Devices for Arrhythmia Updated:Dec 21,2016 In a medical emergency, life-threatening arrhythmias may be stopped by giving the heart an electric shock (as with a defibrillator ). For people with recurrent arrhythmias, medical devices such as a pacemaker and implantable cardioverter defibrillator (ICD) can help by continuously monitoring the heart's electrical system and providing automatic correction when an arrhythmia starts to occur. This section covers everything you need to know about these devices. Implantable Cardioverter Defibrillator (ICD), vintage cleats | eBay vintage cleats: 1 2 3 4 5 eBay determines this price through a machine learned model of the product's sale prices within the last 90 days. eBay determines trending price through a machine learned model of the product’s sale prices within the last 90 days. "New" refers to a brand-new, unused, unopened, undamaged item, and "Used" refers to an item that has been used previously. Top Rated Plus Sellers with highest buyer ratings Returns, money back Sellers with highest buyer ratings Returns, money back
model-index: name: SentenceTransformer based on microsoft/deberta-v3-base
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.8253431554642914
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.870857890879963
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8653068915625914
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8667110599943904
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8671346646296434
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8681442638917114
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7826717704847901
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7685403521338614
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8671346646296434
name: Pearson Max
verified: no, type: spearman_max
value: 0.870857890879963
name: Spearman Max
verified: no, task: type: binary-classification
name: Binary Classification
dataset: name: allNLI dev
type: allNLI-dev
metrics: type: cosine_accuracy
value: 0.71875
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.8745474815368652
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.617169373549884
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7519949674606323
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.5155038759689923
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.7687861271676301
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.6116004689391709
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.693359375
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 401.3755187988281
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.566735112936345
name: Dot F1
verified: no, type: dot_f1_threshold
value: 295.2575988769531
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.4394904458598726
name: Dot Precision
verified: no, type: dot_recall
value: 0.7976878612716763
name: Dot Recall
verified: no, type: dot_ap
value: 0.5243551756921989
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.724609375
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 228.3092498779297
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.6267281105990783
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 266.0207824707031
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.5210727969348659
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.7861271676300579
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.6101425904568746
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.720703125
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 9.726119041442871
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.6303854875283447
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 14.837699890136719
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.5186567164179104
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.8034682080924855
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.6172110045723997
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.724609375
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 401.3755187988281
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.6303854875283447
name: Max F1
verified: no, type: max_f1_threshold
value: 295.2575988769531
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.5210727969348659
name: Max Precision
verified: no, type: max_recall
value: 0.8034682080924855
name: Max Recall
verified: no, type: max_ap
value: 0.6172110045723997
name: Max Ap
verified: no, task: type: binary-classification
name: Binary Classification
dataset: name: Qnli dev
type: Qnli-dev
metrics: type: cosine_accuracy
value: 0.673828125
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7472400069236755
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.6863468634686347
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7334084510803223
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.6078431372549019
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.788135593220339
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.7293502303398447
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.6484375
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 392.88726806640625
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.6634920634920635
name: Dot F1
verified: no, type: dot_f1_threshold
value: 310.97833251953125
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.5304568527918782
name: Dot Precision
verified: no, type: dot_recall
value: 0.885593220338983
name: Dot Recall
verified: no, type: dot_ap
value: 0.6331200610041253
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.671875
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 277.69342041015625
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.6830122591943958
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 301.36639404296875
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.582089552238806
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.826271186440678
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.7276384343706648
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.68359375
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 15.343950271606445
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.6895238095238095
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 15.738676071166992
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.6262975778546713
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.7669491525423728
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.7307379367367225
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.68359375
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 392.88726806640625
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.6895238095238095
name: Max F1
verified: no, type: max_f1_threshold
value: 310.97833251953125
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.6262975778546713
name: Max Precision
verified: no, type: max_recall
value: 0.885593220338983
name: Max Recall
verified: no, type: max_ap
value: 0.7307379367367225
name: Max Ap
verified: no
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Created: 2024-08-28 17:22:48