Model: ayushexel/emb-all-MiniLM-L6-v2-gooaq-4-epochs
Author: ayushexel
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1995000, loss:MultipleNegativesRankingLoss, en, dataset:sentence-transformers/gooaq, arxiv:1908.10084, arxiv:1705.00652, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: language: en
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1995000, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: what are the main differences between interphase and the mitotic phase?
sentences: It might surprise you, but you're probably wearing plastic clothes. ... Many of our clothes contain plastics like polyester, nylon, acrylic and polyamide. In fact most new fabrics are made of plastic – up to 64% of them. The thing is, every time we wash these materials they shed millions of plastic microfibres., The cell cycle has two major phases: interphase and the mitotic phase (Figure 6.3). During interphase, the cell grows and DNA is replicated. During the mitotic phase, the replicated DNA and cytoplasmic contents are separated and the cell divides., 2: Chipotle *Whole30 Approved* Chipotle is another awesome option that's officially Whole30 Approved. They recently introduced Carne Asada and Chicken as compliant options in addition to the carnitas (they've been compliant for years!), so it's exciting to have three protein options., source_sentence: how much do brides on say yes to the dress get paid?
sentences: Cooking with rice So if you're not going to eat rice straight after you've cooked it, you need to store it in the fridge — preferably within an hour or so, but definitely within four hours. Refrigeration won't kill the bacteria but it will slow down their growth., Five of the most common determinants of demand are the price of the goods or service, the income of the buyers, the price of related goods, the preference of the buyer, and the population of the buyers., Brides aren't compensated for being on the show (unless they're named Omarosa, that is). Plus, you need to be prepared to spend big on your gown. It's not unusual to see people on the show spend more than $10,000 on a dress., source_sentence: when was the tornado in jarrell tx?
sentences: The Chiefs were overwhelmed by the Bills and lost the game by a score of 30–13. The Chiefs' victory on January 16, 1994, against the Oilers remained the franchise's last post-season victory for 21 years until their 30–0 victory over the Houston Texans on January 9, 2016., On May 27, 1997, one of the most violent tornadoes in modern U.S. history produced close-to-unfathomable damage on the outskirts of Jarrell, TX, located about 40 miles north-northeast of Austin. There are only a few photos and videos of this monster, but it is a disaster well worth remembering., What is open and closed circulation? In the open circulation, the blood is not enclosed in the blood vessels and is pumped into a cavity called hemocoel. On the contrary, in the closed circulation, the blood is pumped through the vessels separate from the interstitial fluid of the body., source_sentence: what is the relationship between photosynthesis cellular respiration and the carbon cycle?
sentences: Infected people are most contagious up to about 2 weeks after the cough begins. Antibiotics may shorten the amount of time someone is contagious. While pertussis vaccines are the most effective tool to prevent this disease, no vaccine is 100% effective., Download and launch iTunes on your computer., Click iTunes music library to choose the song you want to make as a ringtone., Right-click the song and choose to Get Info., Click Options to set the ringtone volume and start & stop time of the ringtone, and click OK., Cellular respiration and photosynthesis are important parts of the carbon cycle. The carbon cycle is the pathways through which carbon is recycled in the biosphere. While cellular respiration releases carbon dioxide into the environment, photosynthesis pulls carbon dioxide out of the atmosphere., source_sentence: what is usb c ss?
sentences: Please do not use any air fresheners or fragrances in the same room as guinea pigs. They have a rather small and very sensitive respiratory system., “Global warming” refers to the rise in global temperatures due mainly to the increasing concentrations of greenhouse gases in the atmosphere. “Climate change” refers to the increasing changes in the measures of climate over a long period of time – including precipitation, temperature, and wind patterns., The USB Type-C specification is pretty confusing. ... The standard USB logo to identify USB 2.0 ports or slower. "SS" markings, which stand for SuperSpeed, to identify USB 3.0 ports, otherwise known as USB 3.1 gen 1. "10" markings, which stand for 10 Gbps, to identify USB 3.1 gen 2 ports with ultra-fast connectivity.
datasets: sentence-transformers/gooaq
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: gooqa dev
type: gooqa-dev
metrics: type: cosine_accuracy
value: 0.5935999751091003
name: Cosine Accuracy
verified: no
Likes: 0 | All-time downloads: 8
Created: 2025-04-07 07:25:36