Model: manupande21/all-MiniLM-L6-v2-LoRA-finetuned-triplets_hard_negatives
Author: manupande21
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:402351, loss:TripletLoss, arxiv:1908.10084, arxiv:1703.07737, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, model-index, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:402351, loss:TripletLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: what is sp2
sentences: Service Pack 2 for Windows Server 2008 and Windows Vista. Service Pack 2 (SP2) for Windows Server 2008 and Windows Vista is an update to Windows Vista and Windows Server 2008. It provides customer and partner feedback-driven fixes into a single service pack, minimizing deployment and testing complexity., Active Duty Requirements. The basic qualifications for enlistment in the U.S. Army include: â¢ being from 17 to 34 years old. â¢ be a U.S. citizen or resident alien, (must have the I-551) â¢ have a high school diploma or equivalent (such as a GED) â¢ be single with no children or married with 2 or less children. â¢ pass the ASVAB test and., TARGET2 is a pan-European SIPS dealing with major inter-bank payments. STEP2, operated by the Euro Banking Association is a major pan-European clearing system for retail payments which has the potential to become a SIPS. The Federal Reserve System is a SIPS., source_sentence: golgi tendon organs definition
sentences: Golgi Apparatus - Packing Things Up. The Golgi apparatus or Golgi complex is found in most cells. It is another packaging organelle like the endoplasmic reticulum (ER). It was named after Camillo Golgi, an Italian biologist. It is pronounced GOL-JI in the same way you would say squee-gie, as soft a G sound., What is the golgi tendon organ? Golgi tendon organ are placed where the muscles fibers of the skeletal muscles join the tendons. Golgi tendon organ is composed of nerve tissue and collagen strands. Also known as neurotendinous organ or neurotendious spindle, it is a type of proprioceptive sensory receptive organ., What To Expect During Coronary Artery Bypass Grafting. Coronary artery bypass grafting (CABG) requires a team of experts. A cardiothoracic surgeon will do the surgery with support from an anesthesiologist, perfusionist (heart-lung bypass machine specialist), other surgeons, and nurses. There are several types of CABG. They range from traditional surgery to newer, less-invasive methods., source_sentence: what plays wav files
sentences: .Wav files don't play right in Windows 8.1. have you got it playing through your default device? EG windows media player - hit alt and go to Tools -> Options -> Devices -> Speakers and from ghere you can set a default device in which it plays back through. It would be specific to the media player playing the .wav files., Canada has other teams in the minor North American professional ice hockey leagues. Canada also arranges some strong semi-professional and amateur ice hockey leagues. Ice hockey is governed by the â Hockey Canadaâ . Ice hockey is the No. 1 in the list of top 10 most popular sports in Canada., Media Player Lite is capable of VCD, SVCD and DVD playback, without needing any codecs. Play and open WAV, WMA, MP3, OGG, SND, AU, AIF, AIFC, AIFF, MIDI, MPEG, MPG, MP2, VOB, AC3, DTS, ASX, M3U, PLS, WAX, ASF, WM, WMA, WMV, AVI, CDA, JPEG, JPG, GIF, PNG, BMP, D2V, MP4, SWF, MOV, QT, FLV files. MPL also supports H.264 DivX, XviD and Flash Video., source_sentence: age income tax filing
sentences: When seniors must file. If you are unmarried and at least 65 years of age, then you must file an income tax return if your gross income is $11,700 or more. However, if you live on Social Security benefits, you don't include this in gross income., Share +. Text A A A. Rheumatoid arthritis (RA) is an autoimmune disease where the body's immune system attacks normal joint tissues, causing inflammation of the joint lining. This inflammation of the joint lining (called the synovium) can cause pain, stiffness, swelling, warmth, and redness.ext A A A. Rheumatoid arthritis (RA) is an autoimmune disease where the body's immune system attacks normal joint tissues, causing inflammation of the joint lining., 2017 filing requirements for children and other dependents. If your parent or someone else can claim you as a dependent, filing requirements depend on your: Gross income; Earned income; Unearned income; You need to file a return if youâre a: Single dependent under age 65, not blind, and any of these apply: Your unearned income was more than $1,050., source_sentence: . what divides during cytokinesis? that divides the cytoplasm of a parental cell into two daughter cells
sentences: The history of the English language really started with the arrival of three Germanic tribes who invaded Britain during the 5th century AD. These tribes, the Angles, the Saxons and the Jutes, crossed the North Sea from what today is Denmark and northern Germany., In general, mitosis (division of the nucleus) is often followed by cytokinesis, which divides the cytoplasm, organelles and cell membrane into two new cells containing roughly equal shares of these cellular components.n animal cells, a cell membrane pinches inward between the two developing nuclei to produce two new cells. In plant cells, a cell plate forms between the two nuclei.Cytokinesis does not always occur; coenocytic (a type of multinucleate condition) cells undergo mitosis without cytokinesis., Every species creates daughter cells from a mother cell. The most common method of dividing is a process called mitosis. Mitosis duplicates and splits the DNA -- the chromosomes -- within a cell so each daughter gets a full set. To finish the job, there's a final step called cytokinesis in which the cytoplasm is divided between the daughter cells. Mitosis Although mitosis in different types of organisms shares many characteristics, there are some differences.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: SentenceTransformer based on sentence-transformers/all-MiniLM-L6-v2
results: task: type: triplet
name: Triplet
dataset: name: test eval
type: test-eval
metrics: type: cosine_accuracy
value: 0.7863860726356506
name: Cosine Accuracy
verified: no
Likes: 0 | All-time downloads: 0
Created: 2025-05-12 17:42:52