Model: carnival13/all-mpnet-base-v2-modulepred
Author: carnival13
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:505654, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:sentence-transformers/all-mpnet-base-v2, base_model:finetune:sentence-transformers/all-mpnet-base-v2, model-index, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-mpnet-base-v2
Card metadata: base_model: sentence-transformers/all-mpnet-base-v2
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
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:505654, loss:MultipleNegativesRankingLoss
widget: source_sentence: module: stationery & printed material & services group: stationery & printed material & services supergroup: stationery & printed material & services example descriptions: munchkin crayons hween printedsheet mask 2 pk printed tape tour os silver butterfly relax with art m ab hardbacknotebook stickers p val youmeyou text heat w mandalorian a 5 nbook nediun bubble envelopes 6 pk whs pastel expan org p poll decoration 1 airtricity payasyoug
sentences: retailer: groveify description: rainbow magicbooks, retailer: crispcorner description: glazed k kreme, retailer: vitalveg description: may held aop fl, source_sentence: module: flavoured drinks carbonated cola group: drinks flavoured rtd supergroup: beverages non alcoholic example descriptions: cola w xcoke zero 15 oml pepsi 240 k coke zero 500 ml d lepsi max chry 600 coke cherry can 009500 pepsi max 500 ml tuo diet coke cf kloke zero coke zero 250 ml diet coke nin 15 cocac 3 a 250 ml coca cola 330 ml 10 px coke 125 lzero coke 250 mlreg pmpg 5 p
sentences: retailer: vitalveg description: coke 240 k, retailer: vitalveg description: tala silicone icing, retailer: bountify description: pah antibac wood 10 l, source_sentence: module: skin conditioning moisturising group: skin conditioning moisturising supergroup: personal care example descriptions: ss crmy bdy oil dove dm spa sr f m 7 nivea creme 50 carmex lime stick talc powder bo dry skn gel garnier milk bld lpblm orgnl vit a serum nv cr gran oh olay bright eye crm bio oil 2 x 200 ml nvfc srm q 10 prlbst sf aa nt crm 50 aveeno cream 500 ml
sentences: retailer: wilko description: radiator m key, retailer: nourify description: okf lprp tblpbl un, retailer: crispcorner description: 065 each fredflo 60 biodegradable, source_sentence: module: cakes gateaux ambient group: cakes gateaux ambient supergroup: food ambient example descriptions: x 20 pkmcvitiesjaffacakes 1 srn ban lunchbx js angel slices x 6 spk mr kipling frosty fancies plantastic cherry choc fl hr kipling angel slices 10 pk brompton choc brownies jschocchunknuffin loaded drip cake hobnbchoc fjack oreo muffins x 2 mr kipling victoria slices 6 pack mk kip choc rdsugar m the best brownies odby 5 choc mini
sentences: retailer: flavorful description: nr choc brownies, retailer: producify description: dettol srfc wipe, retailer: noshify description: garden wheels plate, source_sentence: module: bread ambient group: bread ambient supergroup: food ambient example descriptions: 1 war 3 toastie 400 g cc 90 varburtons bread tovis snelwrspmpkin 800 g warbutons medium bread spk giant crumpets z hovis med wht 600 g sandwich thins 5 pk warb pk crumpets mission plain tortilla 25 cm warburtons 4 protein thin bagels hovis soft wet med hovis wholemefl pataks pappadums 6 pk warb so bth disc pappajuns
sentences: retailer: greenly description: pomodoro sauce, retailer: crispcorner description: kingsmill 5050 medius bread 800 g, retailer: vitalveg description: ready to eat prun
model-index: name: SentenceTransformer based on sentence-transformers/all-mpnet-base-v2
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: sentence transformers/all mpnet base v2
type: sentence-transformers/all-mpnet-base-v2
metrics: type: cosine_accuracy@1
value: 0.498812351543943
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.6342042755344418
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7102137767220903
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7838479809976246
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.498812351543943
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.21140142517814728
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.14204275534441804
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07838479809976245
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.498812351543943
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.6342042755344418
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7102137767220903
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7838479809976246
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6324346540369431
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5850111224220487
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5910447073012788
name: Cosine Map@100
verified: no
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Created: 2024-10-23 09:30:27