Sentence Similarity
sentence-transformers
Safetensors
English
modernbert
biencoder
text-classification
sentence-pair-classification
semantic-similarity
semantic-search
retrieval
reranking
Generated from Trainer
dataset_size:1451941
loss:MultipleNegativesRankingLoss
Eval Results
text-embeddings-inference
epoch,steps,cosine-Accuracy@1,cosine-Precision@1,cosine-Recall@1,cosine-MRR@1,cosine-NDCG@10,cosine-MAP@100 | |
0.04407810640454886,1000,0.5641047845854081,0.5641047845854081,0.5420075143278217,0.5641047845854081,0.7547005658580423,0.7013489801008295 | |
0.08815621280909772,2000,0.5767915133145702,0.5767915133145702,0.5550045555344322,0.5767915133145702,0.7588726423295218,0.7085790584267526 | |
0.1322343192136466,3000,0.5814245507685646,0.5814245507685646,0.5596953255423703,0.5814245507685646,0.7605122839711819,0.7109747049659543 | |
0.17631242561819543,4000,0.5873132712708379,0.5873132712708379,0.5654083741305002,0.5873132712708379,0.7625947001056624,0.7140079341728082 | |
0.2203905320227443,5000,0.5867936782853431,0.5867936782853431,0.56521239272863,0.5867936782853431,0.76185055455356,0.7132663431182481 | |
0.2644686384272932,6000,0.5838493180342066,0.5838493180342066,0.5624946327517231,0.5838493180342066,0.7597401653500253,0.7112106206129652 | |
0.308546744831842,7000,0.5901710326910586,0.5901710326910586,0.5682880945399889,0.5901710326910586,0.7635608385281774,0.7155176748551513 | |
0.35262485123639087,8000,0.5898246373673955,0.5898246373673955,0.5682967544230805,0.5898246373673955,0.7611978142183728,0.7138609063229018 | |
0.39670295764093977,9000,0.5895215414591903,0.5895215414591903,0.5679164412239753,0.5895215414591903,0.7617932133277703,0.7139831934528812 | |
0.4407810640454886,10000,0.5881359601645377,0.5881359601645377,0.5665553962647489,0.5881359601645377,0.7602922904199031,0.712380212912978 | |
0.48485917045003746,11000,0.5907339250920113,0.5907339250920113,0.568663665422163,0.5907339250920113,0.7649816463653468,0.7165369880029958 | |
0.5289372768545864,12000,0.5899545356137692,0.5899545356137692,0.5678518013823275,0.5899545356137692,0.7652473532035139,0.7166512704656852 | |
0.5730153832591351,13000,0.589218445550985,0.589218445550985,0.56728426975829,0.589218445550985,0.7643522832991124,0.7158728959947424 | |