Model: avsolatorio/all-MiniLM-L6-v2-MEDI-MTEB-triplet-randproj-trainableParams-512-best
Author: avsolatorio
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1943715, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:1705.00652, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: base_model: sentence-transformers/all-MiniLM-L6-v2
language: en
library_name: sentence-transformers
license: apache-2.0
metrics: cosine_accuracy
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1943715, loss:MultipleNegativesRankingLoss
widget: source_sentence: Feature selection based on loss-margin of nearest neighbor classification
sentences: Learning a similarity metric discriminatively, with application to face verification, History of the National Park Service Albright had been seeking the creation of separate agency to manage the National Parks and Monuments. On June 10, 1933, President Franklin D. Roosevelt signed Executive Order 6166 which consolidated all National Parks and National Monuments, National Military Parks, the eleven National Cemeteries, National Memorials, and the National Capital Parks into a single National Park System. The National Park Service was directed to oversee all of these areas. There were three significant results of this action: National Capital Parks are the oldest parks in the National Park System. These parks began with the founding of the District of Columbia in, A Fast and Simple Randomized Parallel Algorithm for the Maximal Independent Set Problem, source_sentence: Binary Similarity Detection Using Machine Learning
sentences: Monster Energy NASCAR Cup Series 24-gauge sheet metal body. They have a closed cockpit, fenders, a rear spoiler, and an aerodynamic splitter. Fielding a car for one season usually costs $10–20 million. Each team may build its own cars and engines (per NASCAR's specifications) or purchase cars and engines from other teams. The cars are powered by EFI V8 engines with compacted graphite iron blocks and pushrod valvetrains actuating two-valves per cylinder, and are limited to 358 cubic inches' (about 5.8 liters) displacement. However, modern technology has allowed power outputs near in unrestricted form while retaining the conventional basic engine design. In fact, before NASCAR, Parameterized pattern matching : Algorithms and applications, Blanket execution: dynamic similarity testing for program binaries and components, source_sentence: Antibodies to non-structural hepatitis C virus antigens: a link with liver disease activity?
sentences: The incremental usefulness of adding hepatic venous pressure gradient (HVPG) for predicting the risk of death has not, to our knowledge, been evaluated among patients with decompensated cirrhosis. We investigated whether the incorporation of the HVPG in an established model improved the prediction of death in a cohort of decompensated cirrhosis patients.We used data from 106 consecutive patients with decompensated cirrhosis who underwent a hemodynamic study between January 2006 and December 2007, to investigate whether the HVPG improved the risk discrimination of a patient beyond an assessment that was based on the Model for End-stage Liver Disease (MELD) or MELD-Na. We used occurrence vs. non-occurrence of events within 12 months as the outcome for analysis.For prediction of 12 months survival, the area under the receiver-operating characteristic curve (AUROC) for the MELD-Na was significantly greater than that of the MELD (79.4% vs. 70.5%, p=0.05). The MELD performed similar to the HVPG (70.5% vs. 71.2%, p=0.471). Adding the HVPG measurement to the MELD or the MELD-Na did not result in significant increase of the AUROC,with only a small improvement of about 5% in both cases., 2017 FIFA U-17 World Cup decide which teams would participate in the final. The reigning FIFA U-17 World Cup champions, Nigeria, did not have the opportunity to defend their title after failing to qualify for this edition. In failing to qualify, Nigeria became the first incumbent title holder since Switzerland in 2009 to fail to qualify for the subsequent edition. England won the U-17 World Cup for the first time after coming back from a two-goal deficit and beating Spain 5–2 in the final. This meant England became the second nation, after Brazil in 2003, to win both of FIFA's under-age (U-20 and U-17) World, The aim of our study was to evaluate the aetiopathogenetic role of hepatitis C virus (HCV) in the genesis of chronic liver disease and hepatocellular carcinoma and the relationship between presence of circulating antibodies against non-structural HCV antigens and disease activity.Using a new enzyme-immunoassay capable of detecting, either separately or together, circulating antibodies to structural and non-structural hepatitis C virus antigens, we tested 208 chronic hepatitis B surface antigen (HBsAg) carriers and 144 patients suffering from chronic liver disease.Among the chronic HBsAg carriers with normal transaminase activity, there were 4% who proved to be anti-HVC positive, compared with 14.5% among those with high serum transaminase. Among subjects with chronic liver disease, 20% of patients with chronic persistent hepatitis, 54% with chronic active hepatitis, 35% with liver cirrhosis and 47% with hepatocellular carcinoma proved to be anti-HCV positive. With regard to the aetiology of liver disease, 13% and 25% of chronic HBV infected patients, with or without anti-delta virus superinfection respectively, had anti-hepatitis C virus antibody. This prevalence was 22% among alcoholic liver disease and 89% among patients with cryptogenic liver diseases. The percentage of subjects with circulating antibodies against non-structural HCV proteins was higher among HBsAg chronic carriers with raised alanine aminotransferase and among patients with chronic active hepatitis and hepatocellular carcinoma., source_sentence: when will the next season of house of cards be released
sentences: Susan Olsen half-eaten donut in a puddle of blood beside a lit flashlight. Susan Olsen Susan Marie Olsen (born August 14, 1961) is an American actress, animal welfare advocate, artist, and former radio host. Olsen is known for her role as Cindy Brady, the youngest Brady child in the sitcom "The Brady Bunch" for the full run of the show, from 1969 to 1974. In 1995 she had a minor role in "The Brady Bunch Movie" as a reporter. Olsen was born in Santa Monica, California to Lawrence & DeLoice Olsen, the youngest of four children. Her siblings are: Larry (24 years, House of Cards (season 4) House of Cards (season 4) The fourth season of the American web television drama series "House of Cards" was announced by Netflix via Twitter on April 2, 2015. Filming began on June 16, 2015. The season premiered on March 4, 2016. On April 2, 2015, Netflix announced via its Twitter account that it had renewed "House of Cards" for a fourth season of undisclosed length, to be released in early 2016. The tweet read: "I will leave a legacy. #Underwood2016". The first casting calls were announced on May 5, 2015, to occur on May 15. Film crews were spotted filming, House of Cards (season 6) worst for last". House of Cards (season 6) The sixth and final season of the American political drama web television series "House of Cards" was confirmed by Netflix on December 4, 2017, and was released on November 2, 2018. Unlike previous seasons that consisted of thirteen episodes each, the sixth season consists of only eight. The season does not include former lead actor Kevin Spacey, who was fired from the show due to sexual misconduct allegations. On October 11, 2017, "The Baltimore Sun" reported that "House of Cards" had been renewed for a sixth season and that filming would begin, source_sentence: Does age at observation time affect the clinical presentation of mild cognitive impairment?
sentences: National reports indicate that morbidity and mortality from pneumonia among Thai children has decreased dramatically since the turn of the millennia; notwithstanding, pneumonia remains the leading cause of admission and death in Thai children under five years of age.To assess the burden and pattern of acute lower respiratory infection in under-fives in Thailand from the health data in 2010.Information on respiratory infection using the ICD10: J09-J22 was evaluated for the number of OPD visits, admissions, mortality, monthly incidence and co-morbidities of the mortality.73% of all OPD visits with ALRI were in under-fives: one-fourth of whom required hospitalization. Pneumonia is the leading cause of both admissions and mortality (3.22% and 11.29/100,000 population for this age group, respectively). The highest mortality was in the first year of life (39/100,000). One-fourth of the children (168/639) died within 24 hours of admission and septicemia was the most common co-morbidity., To date, there are no published data investigating the role of age in the clinical and neuropsychological presentation of mild cognitive impairment (MCI). The aim of the study was to evaluate whether age at the time of evaluation modulates clinical, functional or cognitive profiles in MCI subjects.A total of 167 outpatients with a clinical diagnosis of MCI were consecutively enrolled and entered in the study. Clinical and demographic characteristics were carefully recorded. Each patient underwent a wide neuropsychological standardized assessment.MCI subjects were divided into 3 groups according to their age at observation time: 58 MCI patients were classified as young (≤ 69 years), 89 as old (70-79 years) and 20 as very old (≥ 80 years). The 3 groups did not differ in demographic characteristics, general cognitive functions and memory impairment. Very old MCI subjects showed a significantly greater impairment than younger MCI patients in cognitive domains involving executive functions. In particular, very old MCI patients were more frequently classified as having multiple-domain amnestic MCI., Skeletal formula Skeletal formula The skeletal formula, also called line-angle formula or shorthand formula, of an organic compound is a type of molecular structural formula that serves as a shorthand representation of a molecule's bonding and some details of its molecular geometry. A skeletal formula shows the skeletal structure or skeleton of a molecule, which is composed of the skeletal atoms that make up the molecule. It is represented in two dimensions, as on a piece of paper. It employs certain conventions to represent carbon and hydrogen atoms, which are the most common in organic chemistry. An early form of this representation
model-index: name: all-MiniLM-L6-v2 trained on MEDI-MTEB triplets
results: task: type: triplet
name: Triplet
dataset: name: medi mteb dev
type: medi-mteb-dev
metrics: type: cosine_accuracy
value: 0.8988997755761126
name: Cosine Accuracy
verified: no
Likes: 0 | All-time downloads: 3
Created: 2024-11-26 17:26:17