Model: krumeto/snowflake-arctic-embed-xs-ms-marco-triplet
Author: krumeto
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:100000, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:1705.00652, base_model:Snowflake/snowflake-arctic-embed-xs, base_model:finetune:Snowflake/snowflake-arctic-embed-xs, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: Snowflake/snowflake-arctic-embed-xs
Card metadata: base_model: Snowflake/snowflake-arctic-embed-xs
language: en
library_name: sentence-transformers
license: apache-2.0
metrics: cosine_accuracy, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:100000, loss:MultipleNegativesRankingLoss
widget: source_sentence: Represent this sentence for searching relevant passages: what is spider silk made of
sentences: Arachnid Pictures. Spider's silk is made up of chains of amino acids. In other words, it is simply a protein (see How Food Works for details on amino acids and proteins). The two primary amino acids are glycine and alanine. Spider silk is extremely strong -- it is about five times stronger than steel and twice as strong as Kevlar of the same weight., Spider silk is made of several kinds of proteins. These proteins are processed and stored within the spider's abdomen. Spiders typically have six or eight spinnerets, organs at the rear of their abdomen, through which they extrude the silk proteins., Neon is the second lightest noble gas, after helium, and it has an atomic number of 10. On the periodic table, it is identified with the symbol Ne. The noble gases were recognized in the late 1800s, when scientists realized that an entire class of gases was missing from the periodic table of elements., source_sentence: Represent this sentence for searching relevant passages: what is a caring community of learners
sentences: A couple of my friends and I made hot ice for our school science fair. We used sodium acetate. This project won first place at my schools science fair!!! Materials: Stove. Pot. A spoon. A glass cup. and Sodium acetate (you can find it online or in certain heat packs). How to do it: You heat water in a pot and put the sodium acetate in the water., Caring Community of Learners. A group or classroom in which children and adults engage in warm, positive relationships; treat each other with respect; and learn from and with each other. Self-concept. Children's stable perceptions about themselves despite variations in their behavior., Transcript of Creating a Caring Community of Caring Learners: - Caring Community of Learners: Group or classroom in which children and adults have positive, respectful relationships and learn from each other. - attachment theory: children's ability to learn depends on trusting relationships with caregivers., source_sentence: Represent this sentence for searching relevant passages: what does dark circles around deep set eyes mean
sentences: Production Planner, Manufacturing Salary. (United States). The average salary for a Production Planner, Manufacturing is $51,962 per year. A skill in SAP Enterprise Resource Planning (ERP) is associated with high pay for this job. People in this job generally don't have more than 20 years' experience., Symptoms & Signs. Dark circles under the eyes are a common complaint of both men and women, although they can occasionally be seen in children. As people age, the skin becomes thinner and collagen is lost, sometimes enhancing the appearance of blood vessels beneath the eyes and making the area appear darker., What are dark circles under the eyes? Dark circles under the eyes, sometimes called shadows or dark rings under the eyes, are the appearance of dark skin between the lower eyelid and the top of the cheek. Dark circles under the eyes can occur in infants, children, adolescents and adults, and to men and women alike. It is commonly assumed that dark circles under the eyes are caused by a lack of sleep, and poor quality sleep and insomnia can certainly cause this condition., source_sentence: Represent this sentence for searching relevant passages: how big is rv access
sentences: The average length of bigger RVs is between 7.6 meters to 12 meters or 25 feet to 40 feet. These vehicles are usually packed with different interesting features, most of which are intended to offer luxury and convenience., Murder, My Sweet (released as Farewell, My Lovely in the United Kingdom) is a 1944 American film noir, directed by Edward Dmytryk and starring Dick Powell, Claire Trevor, and Anne Shirley. The film is based on Raymond Chandler 's 1940 novel Farewell, My Lovely. A second film adaptation of the novel was made in 1975 and released under Chandler's title. Murder, My Sweet turned out to be Anne Shirley's final film. She retired from acting in 1944 at age 26., It should be wider then the rv.....lol sorry could not pass that one up. A standard RV is normally around 96 inches wide at most, newer larger class A's are around 102 inches wide. This width does not include mirrors or other safety equipment..... Last edited by rtandc; 10-22-2010 at 05:41 AM.., source_sentence: Represent this sentence for searching relevant passages: how many pitchers used per game
sentences: Trackback - A method by which a blogger receives notification which other bloggers link to his or her blog entry, Accroding to the statistics in the Baseball Reference page showing 2014 Major League Baseball Pitching Pitches, 745 pitchers threw 704,983 pitches in 2430 games for an average of 290 pitches per game., In modern day baseball, teams generally have five starting pitchers, and they take it in turn to start a game every fifth day (hence the phrase rotation). Sometimes, if the schedule pans out, a team can get away with a four man rotation, and in the distant past some teams managed a three man rotation.
model-index: name: Fine-tuned snowflake actic xs based on MS-Marco triplets
results: task: type: triplet
name: Triplet
dataset: name: xs msmarco triplet
type: xs-msmarco-triplet
metrics: type: cosine_accuracy
value: 0.571
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.4286
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.5728
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.571
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.5728
name: Max Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: xs msmarco triplet train
type: xs-msmarco-triplet-train
metrics: type: cosine_accuracy
value: 0.5696
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.43
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.5674
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.5696
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.5696
name: Max Accuracy
verified: no
Likes: 0 | All-time downloads: 107
Created: 2024-08-04 13:56:10