Model: dboyker-code/all-MiniLM-L6-v2-nfcorpus
Author: dboyker-code
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:110575, loss:MultipleNegativesRankingLoss, 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: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:110575, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: colon health because of the fiber content , plant-based diets may produce healthier stools and lead to larger bowel movements , which is important for the prevention of a number of medical conditions . interestingly , antioxidant-rich fruits and vegetables appear to increase stool size independent of fiber . furthermore
sentences: Abstract BACKGROUND: The aging process can lead to a decline in cellular immunity. Therefore, the elderly could benefit from safe and effective interventions that restore cellular immune functions. OBJECTIVE: We determined whether dietary supplementation, Abstract OBJECTIVES: Standard therapies for antibiotic-associated diarrhea (AAD) and Clostridium difficile-associated diarrhea (CDAD) have limited efficacy. Probiotic prophylaxis is a promising alternative for reduction of AAD and CDAD incidence., Abstract BACKGROUND: Heterocyclic amines, mutagens formed in meats cooked at high temperatures, have been demonstrated as mammary carcinogens in animals. We conducted a nested, case-control study among 41836 cohort members of the Iowa, source_sentence: supplements contrary to the claims of many sellers of supplements ( including bad advice from health food stores ) , we should strive to get most of our nutrients from produce not pills , though there are rare diseases that require supplementation.there are tens of thousands of phytonutrients in plants
sentences: Abstract Various dietary flavonoids were evaluated in vitro for their inhibitory effect on xanthine oxidase, which has been implicated in oxidative injury to tissue by ischemia-reperfusion. Xanthine oxidase activity was determined by directly, Abstract PURPOSE: Age and advanced disease in the fellow eye are the two most important risk factors for age-related macular degeneration (AMD). In this study, the authors investigated the relationship between these variables and the optical density of macular pigment (MP) in a group of subjects from a northern European, Abstract BACKGROUND AND METHODS: We estimated the prevalence of self-reported asthma in adult Indians and examined several risk factors influencing disease prevalence. Analysis is based on 99 574 women and 56 742 men aged 20–49 years included in India’s third National Family Health Survey, 2005–2006. Multiple logistic regression analysis was used to estimate the prevalence odds ratios for asthma, adjusting for various risk factors. RESULTS: The prevalence of self-reported, source_sentence: harvard nurses ' health study - - plant-based diets , fruit , vegetables , cancer , vegetarians , mortality , vegans , oxidative stress , breast cancer , inflammation , fat , meat , animal fat , antioxidants , women 's health - -
sentences: Abstract The effect of meat consumption on cancer risk is a controversial issue. However, recent meta-analyses show that high consumers of cured meats and red meat are at increased risk of colorectal cancer. This increase is significant, Abstract Background: Nitrate and nitrite are present in many foods and are precursors of N-nitroso compounds, known animal carcinogens and potential human carcinogens. We prospectively investigated the association between nitrate and nitrite intake, Abstract Background It is unknown whether individuals at high cardiovascular risk sustain a benefit in cardiovascular disease from increased olive oil consumption. The aim was to assess the association between total olive oil intake, its varieties (extra virgin and common olive oil) and the risk of cardiovascular disease and, source_sentence: peaches - - fruit , phytonutrients , carrots , vegetables , antioxidants , bananas , vision , supplements , oranges , zeaxanthin , apples , anthocyanins , cancer , blueberries , berries - -
sentences: Abstract Purpose To explore the association between consumption of fruits and vegetables and the presence of glaucoma in older African American women. Design Cross-sectional study. Methods Disc photographs and suprathreshold visual fields, Abstract Previous cohort and case-control studies on the association between cruciferous vegetables consumption and risk of renal cell carcinoma have illustrated conflicting results so far. To demonstrate the potential association between them, a meta-analysis, Abstract Hit Reaction Time latencies (HRT) in the Continuous Performance Test (CPT) measure the speed of visual information processing. The latencies may involve different neuropsychological functions depending on the time from test initiation,, source_sentence: wart cancer viruses in food last year , i talked about butcher ’ s warts , a condition that afflicts those who handle fresh meat for a living because of the viruses in meat , but it ’ s more than just a cosmetic issue . earlier this year , a landmark study of cancer mortality in poultry workers was
sentences: Abstract AIMS: In animals, intracerebroventricular glucose and fructose have opposing effects on appetite and weight regulation. In humans, functional brain magnetic resonance imaging (fMRI) studies during glucose ingestion or infusion, Abstract Purpose The effect of brewers’ yeast (1,3)-(1,6)-beta-d-glucan consumption on the number of common cold episodes in healthy subject was investigated. Methods In a placebo-controlled, double-blind, randomized, multicentric clinical trial,, Abstract Background In October 2007, a cluster of patients experiencing a novel polyradiculoneuropathy was identified at a pork abattoir (Plant A). Patients worked in the primary carcass processing area (warm room); the majority processed severed
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: SentenceTransformer based on sentence-transformers/all-MiniLM-L6-v2
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dev
type: dev
metrics: type: cosine_accuracy@1
value: 0.4382716049382716
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.6820987654320988
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7592592592592593
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8333333333333334
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4382716049382716
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3765432098765432
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.35555555555555557
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.3006172839506173
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.060621844168537185
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.11706769457554864
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.16024590873705977
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.23691386170667908
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.3884628362478446
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.580213844797178
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.25377737715713644
name: Cosine Map@100
verified: no
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Created: 2025-12-31 12:10:09