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
File size: 5,487 Bytes
ac50461 39caa19 247e9f6 57bdff2 c3940b0 642f600 104cf25 3b9a900 7904473 6242793 44fec96 23e4aae 7826af9 3b4d1ac 2880713 d575101 54e063e e915f07 5742e2e bb79c5a 36fefe5 d185ada 6d2acc3 c4ff2a0 58f2c2e ea194e5 a858170 f5e3c91 98b9e18 aaa37c0 55efe76 48fd1de 7894daa bb1ef5c c214797 d64309b 15be24f f624a1b 11369cf 4a35b03 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 |
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
0.617093489663684,14000,0.5902576315219744,0.5902576315219744,0.568303558616938,0.5902576315219744,0.7666207236395032,0.718019062444165
0.661171596068233,15000,0.5899112361983113,0.5899112361983113,0.567773140777579,0.5899112361983113,0.7645624613143156,0.7158583151278957
0.7052497024727817,16000,0.5879194630872483,0.5879194630872483,0.5659589468168165,0.5879194630872483,0.7630612747696168,0.7144988862492601
0.7493278088773306,17000,0.5878761636717904,0.5878761636717904,0.5661284846471034,0.5878761636717904,0.7634132602439325,0.7145758265494735
0.7934059152818795,18000,0.5922927040484953,0.5922927040484953,0.5702025988132289,0.5922927040484953,0.7667446667018397,0.7183031506934395
0.8374840216864283,19000,0.5898679367828534,0.5898679367828534,0.5678359249299929,0.5898679367828534,0.7657026758221323,0.7166969567865545
0.8815621280909772,20000,0.5881359601645377,0.5881359601645377,0.5665550354362868,0.5881359601645377,0.7646904878307484,0.7159719708044094
0.9256402344955261,21000,0.5903009309374323,0.5903009309374323,0.5684244361517581,0.5903009309374323,0.7655673529823176,0.7171081709136802
0.9697183409000749,22000,0.5894349426282746,0.5894349426282746,0.567662005611237,0.5894349426282746,0.7642907156423797,0.7160715981380462
1.0137964473046237,23000,0.5905174280147218,0.5905174280147218,0.5688314506570623,0.5905174280147218,0.7640828903941609,0.7163084930675497
1.0578745537091727,24000,0.5906473262610955,0.5906473262610955,0.5690281537158567,0.5906473262610955,0.7654364489485854,0.7168884488461982
1.1019526601137215,25000,0.5908638233383849,0.5908638233383849,0.5689674829872925,0.5908638233383849,0.76443644777329,0.7161542056051806
1.1460307665182703,26000,0.5909937215847586,0.5909937215847586,0.5691305774521839,0.5909937215847586,0.7656506816578492,0.7174485515203528
1.1901088729228193,27000,0.5860142888071012,0.5860142888071012,0.5648114607602592,0.5860142888071012,0.7614060545497165,0.7135390108236371
1.234186979327368,28000,0.590041134444685,0.590041134444685,0.5681934543890594,0.590041134444685,0.7647657597492236,0.7167134956656418
1.2782650857319169,29000,0.5893916432128167,0.5893916432128167,0.567765924208336,0.5893916432128167,0.7642283312323803,0.7161283846313703
1.322343192136466,30000,0.591210218662048,0.591210218662048,0.5694018689087968,0.591210218662048,0.7665809921198166,0.7183448501060696
1.3664212985410147,31000,0.5885689543191167,0.5885689543191167,0.5669035441837996,0.5885689543191167,0.7647598813897137,0.7163301715922835
1.4104994049455635,32000,0.5919030093093743,0.5919030093093743,0.5703025482972441,0.5919030093093743,0.7659169830160624,0.7177116291536579
1.4545775113501125,33000,0.5909504221693007,0.5909504221693007,0.5693449095587004,0.5909504221693007,0.7659434041399314,0.7176009829736909
1.4986556177546613,34000,0.5899978350292271,0.5899978350292271,0.5682612901399435,0.5899978350292271,0.7653469715570745,0.7168970545883615
1.54273372415921,35000,0.590474128599264,0.590474128599264,0.5690933605736593,0.590474128599264,0.7680252980437585,0.7192394565268535
1.586811830563759,36000,0.590820523922927,0.590820523922927,0.5690937729490446,0.590820523922927,0.7655276335476074,0.7173049126107027
1.6308899369683079,37000,0.5912535180775059,0.5912535180775059,0.5694521271588819,0.5912535180775059,0.766683088365462,0.7182667907604489
1.6749680433728567,38000,0.5916865122320849,0.5916865122320849,0.5699467714335651,0.5916865122320849,0.7684123762626563,0.7197824086762098
1.7190461497774057,39000,0.5914267157393375,0.5914267157393375,0.5695949121360466,0.5914267157393375,0.7678971759514254,0.7192524143227914
|