Model: avsolatorio/all-MiniLM-L6-v2-MEDI-MTEB-triplet-randproj-trainableParams-GIST-32-best
Author: avsolatorio
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1811203, loss:GISTEmbedLoss, en, arxiv:1908.10084, arxiv:2402.16829, 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:1811203, loss:GISTEmbedLoss
widget: source_sentence: who played the bad guy in wonder woman
sentences: Wonder Woman (2017 film) Wonder Woman (2017 film) Wonder Woman is a 2017 American superhero film based on the DC Comics character of the same name, produced by DC Entertainment in association with RatPac Entertainment and Chinese company Tencent Pictures, and distributed by Warner Bros. Pictures. It is the fourth installment in the DC Extended Universe (DCEU). Directed by Patty Jenkins from a screenplay by Allan Heinberg and a story by Heinberg, Zack Snyder, and Jason Fuchs, "Wonder Woman" stars Gal Gadot in the title role, alongside Chris Pine, Robin Wright, Danny Huston, David Thewlis, Connie Nielsen, and Elena Anaya. It is the second, A low-cost driving simulator for full vehicle dynamics simulation, Invisible Woman played a key role in their victories. Teammate Johnny Storm a.k.a. the Human Torch being Sue's little brother became one of several sources of tension within the group, and she also served as the center of a love triangle with Reed and the Fantastic Four's sometime ally, sometime enemy Namor. Sue was initially presented as the sole reason for Ben Grimm, a bad guy, remaining on the group, which was significantly toned down in the published series. Lee did not want Sue to have super strength, "to be Wonder Woman and punch people", so eventually he came to invisibility, inspired, source_sentence: how many heat zones are there on the earth
sentences: Heian-kyō romanization of said gate names alongside the kanji: Below is a 1696 map of Kyoto, known as Genroku 9 Kyoto Daizu () held by the International Research Center for Japanese Studies (Nichibunken). Heian-kyō Heian-kyō was one of several former names for the city now known as Kyoto. It was the official capital of Japan for over one thousand years, from 794 to 1868 with an interruption in 1180. Emperor Kanmu established it as the capital in 794, moving the Imperial Court there from nearby Nagaoka-kyō at the recommendation of his advisor Wake no Kiyomaro and marking the beginning of the, Physical oceanography These windrows are created by adjacent ovular water cells (extending to about deep) alternating rotating clockwise and counterclockwise. In the convergence zones debris, foam and seaweed accumulates, while at the divergence zones plankton are caught and carried to the surface. If there are many plankton in the divergence zone fish are often attracted to feed on them. At the ocean-atmosphere interface, the ocean and atmosphere exchange fluxes of heat, moisture and momentum. The important heat terms at the surface are the sensible heat flux, the latent heat flux, the incoming solar radiation and the balance of long-wave (infrared) radiation. In, Geographical zone precipitation, average monthly precipitation, and average monthly temperature. Geographical zone The five main latitude regions of the Earth's surface comprise geographical zones, divided by the major circles of latitude. The differences between them relate to climate. They are as follows: On the basis of latitudinal extent, the globe is divided into three broad heat zones. The Torrid is also known as the Tropics. The zone is bounded on the north by the Tropic of Cancer and on the south by the Tropic of Capricorn; these latitudes mark the northern and southern extremes in which the sun seasonally passes directly overhead., source_sentence: who plays ricky on the secret life of an american teenager
sentences: Mackenzie Rosman film "Gideon", starring Christopher Lambert, Charlton Heston and Shelley Winters. She has appeared in numerous television commercials starting at age four including a Tuff's Diaper commercial and a Nike shoe commercial. Rosman plays the role of Loreli in the 2009 film "The Tomb", based on the works of H. P. Lovecraft. Her latest film role has been Jill in the new horror movie, "Fading of the Cries". She starred in the episode "Till It's Gone" and "Goodbye Amy Juergens" as Zoe, the teen who sleeps with Ricky to get back at Adrian on "The Secret Life of the American Teenager"., To examine the association between physiological hyperarousal and response accuracy on reaction time tasks among individuals with insomnia.This study was conducted at affiliated Veterans Administration (VA) and academic medical centers using a matched-group, cross-sectional research design.Eighty-nine individuals (48 women) with primary insomnia, PI (MAge = 49.8 ± 17.2 y) and 95 individuals (48 women) who were well-screened normal sleepers, NS (MAge = 46.9 ± 17.0 y).Participants underwent 3 nights of polysomnography followed by daytime testing with a four-trial Multiple Sleep Latency Test (MSLT). Before each MSLT nap, they rated their sleepiness and completed computer-administered reaction time tasks. The mean number of correct and error responses made by each participant across testing trials served as dependent measures. The PI and NS groups were each subdivided into alert (e.g., MSLT mean onset latency>8 min) and sleepy (e.g., MSLT mean onset latency ≤ 8 min) subgroups to allow for testing the main and interaction effects of participant type and level of alertness.Alert participants had longer MSLT latencies than sleepy participants (12.7 versus 5.4 min), yet both alert and sleepy individuals with PI reported greater sleepiness than NS. Alert participants also showed lower sleep efficiencies (83.5% versus 86.2%, P = 0.03), suggesting 24-h physiological hyperarousal particularly in the PI group. Individuals with PI had fewer correct responses on performance testing than did NS, whereas a significant group × alertness interaction (P = 0.0013) showed greater error rates among alert individuals with PI (mean = 4.5 ± 3.6 errors per trial) than among alert NS (mean = 2.6 ± 1.9 errors per trial)., Daren Kagasoff Daren Kagasoff Daren Maxwell Kagasoff "[KA-guh-sawf]" (born September 16, 1987) is an American actor. He is known for starring as Ricky Underwood on the ABC Family teen drama series "The Secret Life of the American Teenager" from 2008 to 2013. Kagasoff was born in Encino, California to Elise Kagasoff (née Levy) and Barry Kagasoff, a diamond merchant. He is the middle of three children; he has an older brother, Justin, and a younger sister, Natalie. Kagasoff graduated from Montclair Preparatory High School in 2005 where he played on his school's baseball team. While attending school at San Francisco State University,, source_sentence: where does red beans and rice come from
sentences: Dermis Dermis The dermis or corium is a layer of skin between the epidermis (with which it makes up the cutis) and subcutaneous tissues, that primarily consists of dense irregular connective tissue and cushions the body from stress and strain. It is divided into two layers, the superficial area adjacent to the epidermis called the papillary region and a deep thicker area known as the reticular dermis. The dermis is tightly connected to the epidermis through a basement membrane. Structural components of the dermis are collagen, elastic fibers, and extrafibrillar matrix. It also contains mechanoreceptors that provide the sense of touch, Red bean rice mixed in, the dish is called "pat-bori-bap" (; "adzuki bean and barley rice"). In Gangwon Provice, a dish made with corn kernels (in place of rice) and adzuki beans is called "oksusu-pat-bap" (; "corn and adzuki bean rice"). "Patbap" is a traditional recipe in the Pyongan Province, where adzuki beans are grown in abundance. Red bean rice Red bean rice, called patbap () in Korean and sekihan () in Japanese, is rice cooked with red beans. "Sekihan" (, , rice boiled together with red beans}}) is a Japanese traditional dish. It is sticky rice steamed with adzuki beans, which give, Red beans and rice Red beans and rice Red beans and rice is an emblematic dish of Louisiana Creole cuisine (not originally of Cajun cuisine) traditionally made on Mondays with red beans, vegetables (bell pepper, onion, and celery), spices (thyme, cayenne pepper, and bay leaf) and pork bones as left over from Sunday dinner, cooked together slowly in a pot and served over rice. Meats such as ham, sausage (most commonly andouille and Chaurice), and tasso ham are also frequently used in the dish. The dish is customary – ham was traditionally a Sunday meal and Monday was washday. A pot of beans could, source_sentence: Does risk for anxiety increase during the menopausal transition?
sentences: Small 14F pigtail catheters (PCs) have been shown to drain air quite well in patients with traumatic pneumothorax (PTX). But their effectiveness in draining blood in patients with traumatic hemothorax (HTX) or hemopneumothorax (HPTX) is unknown. We hypothesized that 14F PCs can drain blood as well as large-bore 32F to 40F chest tubes. We herein report our early case series experience with PCs in the management of traumatic HTX and HPTX.We prospectively collected data on all bedside-inserted PCs in patients with traumatic HTX or HPTX during a 30-month period (July 2009 through December 2011) at our Level I trauma center. We then compared our PC prospective data with our trauma registry-derived retrospective chest tube data (January 2008 through December 2010) at our center. Our primary outcome of interest was the initial drainage output. Our secondary outcomes were tube duration, insertion-related complications, and failure rate. For our statistical analysis, we used the unpaired Student's t-test, χ test, and Wilcoxon rank-sum test; we defined significance by a value of p<0.05.A total of 36 patients received PCs, and 191 received chest tubes. Our PC group had a higher rate of blunt mechanism injuries than our chest tube group did (83 vs. 62%; p = 0.01). The mean initial output was similar between our PC group (560 ± 81 mL) and our chest tube group (426 ± 37 mL) (p = 0.13). In the PC group, the tube was inserted later (median, Day 1; interquartile range, Days 0-3) than the tube inserted in our chest tube group (median, Day 0; interquartile range, Days 0-0) (p<0.001). Tube duration, rate of insertion-related complications, and failure rate were all similar., Little is known about the risk of anxiety in women during midlife and the menopausal transition. We examined anxiety as a cluster of four symptoms and determined the association between menopausal stage and high anxiety during 10 years of follow-up of 2,956 women of multiple race/ethnicities.This study was a longitudinal analysis of data from the multisite Study of Women's Health Across the Nation, a study of menopause and aging. Women were aged 42 to 52 at study entry. The outcome was high anxiety, with a score of 4 or greater on the sum of four anxiety symptoms rated according to frequency in the previous 2 weeks from 0 (none) to 4 (daily; upper 20%). Covariates included sociodemographics, health factors, stressors, and vasomotor symptoms.Women with low anxiety at baseline were more likely to report high-anxiety symptoms at early or late perimenopause or postmenopause than at premenopause (odds ratio, 1.56-1.61), independent of multiple risk factors, including upsetting life events, financial strain, fair/poor perceived health, and vasomotor symptoms. Women with high anxiety at baseline continued to have high rates of high anxiety throughout follow-up, but odds ratios did not differ by menopausal stage., Statistical Learning and Kernel Methods in Bioinformatics
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: 0.8541792106847665
name: Cosine Accuracy
verified: no
Likes: 0 | All-time downloads: 6
Created: 2024-11-26 20:51:17