Model: johnnyboycurtis/ModernBERT-small-retrieval
Author: johnnyboycurtis
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, modernbert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:3615666, loss:CachedMultipleNegativesSymmetricRankingLoss, loss:CachedMultipleNegativesRankingLoss, en, dataset:sentence-transformers/msmarco-msmarco-distilbert-base-v3, dataset:sentence-transformers/gooaq, dataset:sentence-transformers/natural-questions, arxiv:1908.10084, arxiv:2101.06983, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:3615666, loss:CachedMultipleNegativesSymmetricRankingLoss, loss:CachedMultipleNegativesRankingLoss
widget: source_sentence: what is the difference between body spray and eau de toilette?
sentences: Eau de Toilette (EDT) is ideal for those that may find the EDP or Perfume oil too strong, with 7%-12% fragrance concentration in alcohol. Gives four to five hours wear. Body Mist is a light refreshing fragrance perfect for layering with other products from the same family. 3-5% fragrance concentration in alcohol., To join the Army as an enlisted member you must usually take the Armed Services Vocational Aptitude Battery (ASVAB) test and get a good score. The maximum ASVAB score is 99. For enlistment into the Army you must get a minimum ASVAB score of 31., Points needed to redeem rewards with Redbox Perks: 1,500 points = FREE 1-night DVD rental. 1,750 points = FREE Blu-ray rental. 2,500 points = FREE 1-night Game rental., source_sentence: who sings soa theme song
sentences: unpleasant. Not pleasant or agreeable: bad, disagreeable, displeasing, offensive, uncongenial, unsympathetic. Informal: icky.npleasant. Not pleasant or agreeable: bad, disagreeable, displeasing, offensive, uncongenial, unsympathetic. Informal: icky., â Song from M*A*S*H (Suicide Is Painless) â is a song written by Johnny Mandel (music) and Mike Altman (lyrics), which was the theme song for both the movie and TV series M*A*S*H. Mike Altman is the son of the original filmâs director, Robert Altman, and was 14 years old when he wrote the songâs lyrics. On the compilation the song is titled Theme from M.A.S.H. . 2  Killarmy sampled the music for their 1997 track 5 Stars from the Silent Weapons for Quiet Wars album. 3  Edgar Cruz recorded an instrumental cover of the song for his 1997 album Reminiscence titled M*A*S*H Theme., (2) This Life is the theme song for the FX television series Sons of Anarchy, written by singer-songwriter Curtis Stigers, Velvet Revolver guitarist Dave Kushner, producer Bob Thiele Jr. and show creator Kurt Sutter while it was performed by Curtis Stigers & The Forest Rangers., source_sentence: what is virility mean
sentences: That leads us to income taxes. Income tax rates. The top income tax rate in the United States is 39.6 percent. That ranked 33rd highest on a list of the top rates in 116 nations compiled this year by KPMG, an international tax advisory corporation., Princeton's WordNet(0.00 / 0 votes)Rate this definition: virility(noun) the masculine property of being capable of copulation and procreation. manfulness, manliness, virility(noun) the trait of being manly; having the characteristics of an adult male., Click on the thesaurus category heading under the button in an entry to see the synonyms and related words for that meaning. the strength and power that are considered typical qualities of a man, especially sexual energy virility symbol: His car is a red turbo-charged Porsche, the classic virility symbol. Synonyms and related words. Physical strength:strength, force, energy..., source_sentence: what does the greek term demokratia translate to mean
sentences: From Wikipedia, the free encyclopedia. A democracy (Greek, demokratia) means rule by the people. The name is used for different forms of government, where the people can take part in the decisions that affect the way their community is run. In modern times, there are different ways this can be done:rom Wikipedia, the free encyclopedia. A democracy (Greek, demokratia) means rule by the people. The name is used for different forms of government, where the people can take part in the decisions that affect the way their community is run. In modern times, there are different ways this can be done:, Freebase(0.00 / 0 votes)Rate this definition: Demokratia is a direct democracy, as opposed to the modern representative democracy. It was used in ancient Greece, most notably Athens, and began its use around 500 BCE. In a participant government, citizens who wish to have a say in government can participate in it. Demokratia excluded women, foreigners, and slaves., sal volatile. 1. an aromatic alcoholic solution of ammonium carbonate, the chief ingredient in smelling salts. Some say water was thrown into the flame, others that it was Spirits of sal volatile. He disengaged one of them presently, and felt in his pocket for the sal volatile., source_sentence: how did triangular trade benefit european colonies in the americas
sentences: Road to Perdition (soundtrack) Road to Perdition is the soundtrack, on the Decca Records label, of the 2002 Academy Award-winning and Golden Globe-nominated film Road to Perdition starring Tyler Hoechlin, Tom Hanks, Jennifer Jason Leigh, Jude Law, Daniel Craig and Paul Newman. The original score was composed by Thomas Newman.[4], Ohm's law Ohm's law states that the current through a conductor between two points is directly proportional to the voltage across the two points. Introducing the constant of proportionality, the resistance,[1] one arrives at the usual mathematical equation that describes this relationship:[2], Triangular trade New England also benefited from the trade, as many merchants from New England, especially the state of Rhode Island, replaced the role of Europe in the triangle. New England also made rum from the Caribbean sugar and molasses, which it shipped to Africa as well as within the New World.[7] Yet, the "triangle trade" as considered in relation to New England was a piecemeal operation. No New England traders are known to have completed a sequential circuit of the full triangle, which took a calendar year on average, according to historian Clifford Shipton.[8] The concept of the New England Triangular trade was first suggested, inconclusively, in an 1866 book by George H. Moore, was picked up in 1872 by historian George C. Mason, and reached full consideration from a lecture in 1887 by American businessman and historian William B. Weeden.[9] The song "Molasses to Rum" from the musical 1776 vividly describes this form of the triangular trade.
datasets: sentence-transformers/msmarco-msmarco-distilbert-base-v3, sentence-transformers/gooaq, sentence-transformers/natural-questions
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
model-index: name: ModernBERT-small-Retrieval-BEIR-Tuned
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoMSMARCO
type: NanoMSMARCO
metrics: type: cosine_accuracy@1
value: 0.12
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.26
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.34
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.54
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.12
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.08666666666666666
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.068
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.054000000000000006
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.12
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.26
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.34
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.54
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.3042672965887713
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.2326269841269841
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.25001278764546914
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoNQ
type: NanoNQ
metrics: type: cosine_accuracy@1
value: 0.22
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.46
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.56
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.58
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.22
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.15333333333333332
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.11200000000000002
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05800000000000001
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.2
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.42
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.52
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.54
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.38133852434929755
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.3473333333333333
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.33718328116218177
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoHotpotQA
type: NanoHotpotQA
metrics: type: cosine_accuracy@1
value: 0.64
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.76
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.86
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.64
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.29333333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.20799999999999996
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.126
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.32
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.44
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.52
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.63
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5626299119428719
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6950555555555556
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.4762967674536366
name: Cosine Map@100
verified: no, task: type: nano-beir
name: Nano BEIR
dataset: name: NanoBEIR mean
type: NanoBEIR_mean
metrics: type: cosine_accuracy@1
value: 0.32666666666666666
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.47333333333333333
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5533333333333333
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.66
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.32666666666666666
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.17777777777777778
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.12933333333333333
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07933333333333334
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.21333333333333335
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.3733333333333333
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.46
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.57
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.41607857762698025
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.42500529100529105
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.3544976120870958
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 31
Created: 2025-07-31 15:08:43