Model: preethamvemasani/usda-nutrition-ai
Author: preethamvemasani
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:124999, loss:CosineSimilarityLoss, arxiv:1908.10084, 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, generated_from_trainer, dataset_size:124999, loss:CosineSimilarityLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: fat content in orange juice, refrigerated, no pulp, not fortified
sentences: energy: 286.0KCAL | fat: 32.1G | sodium, na: 464.0MG | fatty acids, total saturated: 3.6G | fatty acids, total monounsaturated: 7.1G | vitamin a, iu: 2143.0IU | fatty acids, total polyunsaturated: 14.3G, thiamin: 0.1MG, energy: 67.0KCAL | carbohydrates: 16.7G | fiber: 1.1G | sodium, na: 11.0MG | iron, fe: 0.4MG | vitamin c: 1.3MG | total sugars: 15.6G, source_sentence: vitamins in romaine lettuce, region 2, n/a, yes - fiber - nfy0101rc
sentences: fiber: 1.8G | fiber, insoluble: 1.8G, energy: 498.0KCAL | protein: 5.0G | fat: 24.9G | carbohydrates: 64.7G | sodium, na: 199.0MG | calcium, ca: 100.0MG | fatty acids, total saturated: 14.9G | total sugars: 49.8G, sodium, na: 38000.0MG, source_sentence: fat content in novello extra virgin olive oil
sentences: energy: 367.0KCAL | carbohydrates: 93.3G | sodium, na: 33.0MG | sugars, added: 73.3G | total sugars: 73.3G, energy: 351.0KCAL | protein: 14.0G | fat: 12.3G | carbohydrates: 50.9G | fiber: 8.8G | sodium, na: 526.0MG | calcium, ca: 35.0MG | iron, fe: 2.5MG | vitamin a, iu: 351.0IU | fatty acids, total saturated: 5.3G | total sugars: 19.3G, energy: 583.0KCAL | carbohydrates: 100.0G | total sugars: 100.0G, source_sentence: sliced beets
sentences: protein: 24.2G | fat: 1.4G | fiber: 4.4G | calcium, ca: 183.0MG | iron, fe: 6.8MG | manganese, mn: 2.0MG | boron, b: 1040.0UG | potassium, k: 1550.0MG | starch: 38.8G | sulfur, s: 212.0MG | cobalt, co: 50.0UG | magnesium, mg: 193.0MG | phosphorus, p: 534.0MG | nickel, ni: 100.0UG | copper, cu: 1.0MG, energy: 53.0KCAL | protein: 6.7G | fat: 30.0G | carbohydrates: 60.0G | fiber: 6.7G | calcium, ca: 67.0MG | iron, fe: 8.7MG | sugars, added: 46.7G | potassium, k: 467.0MG | total sugars: 53.3G | fatty acids, total saturated: 20.0G, energy: 46.0KCAL | carbohydrates: 11.7G | sodium, na: 19.0MG | sugars, added: 10.0G | total sugars: 11.2G | potassium, k: 15.0MG, source_sentence: minerals in almond milk, unsweetened, plain, shelf stable
sentences: sfa 17:0: 0.0G, energy: 250.0KCAL | protein: 39.3G | fat: 5.4G | carbohydrates: 14.3G | sodium, na: 1107.0MG | iron, fe: 5.1MG | potassium, k: 643.0MG | cholesterol: 89.0MG | total sugars: 10.7G | fatty acids, total saturated: 1.8G, energy: 167.0KCAL | carbohydrates: 33.3G | total sugars: 33.3G | sugars, added: 16.7G
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine
model-index: name: SentenceTransformer based on sentence-transformers/all-MiniLM-L6-v2
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: Unknown
type: unknown
metrics: type: pearson_cosine
value: 0.8169026457950698
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6012472135629592
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 57
Created: 2025-08-03 18:42:09