Tag: TG_ALL_RELEVANCE_MARKUP
(38 ranking factors)
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DssmBertDistillSinsigCeCountryRegChain
web_production: 437
A model trained on a PRS-Law PRS to predict BERT, trained on sinsig_ce with threshold value 0.5, using a chain of regions to the country
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DssmBertDistillL2
web_production: 579
A pool of logs is marked with BERT trained on Sinsig. DSSM model is trained on this pool using BaseregionChain
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HitContextsDssm
web_production: 1896
Neural network value for contexts of query hits in document text. Predicts relevance-all-8-years. Uses formula ussr-dump-20190719 prs-20190720 all-8-years [t > 0.25] CrossEntropy 20k 0.25 -S 0.8 -Z 1 predictions for learning.
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DssmFomula8YearsCe25Prediction
web_production: 1906
A model trained to predict an assessment of the USSR-DUMP-20190719 PRS-20190720 ALL-8-YEARS [T> 0.25] Crossentropy 20K 0.25 -s 0.8 -z 1.
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DssmFomula8YearsCe25PredictionRatings
web_production: 1912
A model trained to predict an assessment of the USSR-DUMP-20190719 PRS-20190720 ALL-8-YEARS [T> 0.25] Crossentropy 20K 0.25 -s 0.8 -z 1 and an educational study on assessments of relevance.
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DssmFullSplitBert
web_l2: 74
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BertSinsigMSE
web_meta: 522
small-bert-model sbr:1721013142 predict Predict_sinsig_mse_1502766203_standartized_mse_target - Distillation of the sinsig mse bert model 1502766203
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BertDBDMSE
web_meta: 523
small-bert-model sbr:1721013142 predict Predict_dbd_mse_1502778723_standartized_mse_target Distillation of the dbd mse bert model 1502778723
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BertSinsigFresh
web_meta: 524
small-bert-model sbr:1721013142 predict Predict_sinsig_fresh_20200118_0502_1528253243_standartized_mse_target Distillation of the fresh bert model 1528253243
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BertSinsigCEMult012
web_meta: 525
small-bert-model sbr:1721013142 predict Predict_sinsig_ce_multitarget_012_1511368337_standartized_mse_target Distillation of the sinsig ce multitarget bert model 1511368337, head 0.12 threshold
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BertSinsigCEMult025
web_meta: 526
small-bert-model sbr:1721013142 predict Predict_sinsig_ce_multitarget_025_1511368337_standartized_mse_target Distillation of the sinsig ce multitarget bert model 1511368337, head 0.25 threshold
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BertSinsigCEMult05
web_meta: 527
small-bert-model sbr:1721013142 predict Predict_sinsig_ce_multitarget_05_1511368337_standartized_mse_target Distillation of the sinsig ce multitarget bert model 1511368337, head 0.5 threshold
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BertProximaMSE
web_meta: 528
small-bert-model sbr:1721013142 predict Predict_proxima_large_mse_1545302456_standartized_mse_target Distillation of the proxima mse bert model 1545302456
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BertClickPersCE
web_meta: 529
small-bert-model sbr:1721013142 predict Predict_click_pers_ce_1534051635_standartized_mse_target Distillation of the click pers ce bert model 1534051635
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BertClickOddMSE
web_meta: 530
small-bert-model sbr:1721013142 predict Predict_click_odd_mse_1512795366_standartized_mse_target Distillation of the click odd mse bert model 1512795366
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SplitBertProximaMSE
web_meta: 531
split-bert-model sbr:2005741938 predict Predict_mse_prediction_1628966206_proxima_standartized Split distillation of the proxima mse bert model 1628966206
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SplitBertSinsigCEMult012
web_meta: 532
split-bert-model sbr:2005741938 predict Predict_ce_0_12_1633847052_sinsig_standartized Split distillation of the sinsig ce multitarget bert model 1633847052, head 0.12 threshold
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SplitBertSinsigCEMult025
web_meta: 533
split-bert-model sbr:2005741938 predict Predict_mse_Predict_ce_0_25_1633847052_sinsig_standartized Split distillation of the sinsig ce multitarget bert model 1633847052, head 0.25 threshold
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SplitBertSinsigCEMult05
web_meta: 534
split-bert-model sbr:2005741938 predict Predict_mse_Predict_ce_0_5_1633847052_sinsig_standartized Split distillation of the sinsig ce multitarget bert model 1633847052, head 0.5 threshold
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SplitBertSinsigCEMult078
web_meta: 535
split-bert-model sbr:2005741938 predict mse_Predict_ce_0_78_1633847052_sinsig_standartized Split distillation of the sinsig ce multitarget bert model 1633847052, head 0.78 threshold
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SplitBertSinsigCEMult13
web_meta: 536
split-bert-model sbr:2005741938 predict Predict_mse_Predict_ce_1_3_1633847052_sinsig_standartized Split distillation of the sinsig ce multitarget bert model 1633847052, head 1.3 threshold
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SplitBertSinsigCEMult20
web_meta: 537
split-bert-model sbr:2005741938 predict Predict_mse_Predict_ce_2_0_1633847052_sinsig_standartized Split distillation of the sinsig ce multitarget bert model 1633847052, head 2.0 threshold
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SplitBertProximaMseNoTextInTrain
web_meta: 538
split-bert-model sbr:2005741938 predict Predict_mse_prediction_1625097377_proxima_standartized Split distillation of the proxima mse bert model 1625097377
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SplitBertDBDMSE
web_meta: 539
split-bert-model sbr:2005741938 predict Predict_mse_prediction_1633307071_dbd_standartized Split distillation of the dbd mse bert model 1633307071
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SplitBertFresh
web_meta: 540
split-bert-model sbr:2005741938 predict prediction_1528253243_sinsig_fresh_20200118_0502_standartized Split distillation of the fresh bert model 1528253243
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SplitBertIsPirate
web_meta: 541
split-bert-model sbr:2005741938 predict prediction_1644380449_is_pirate_0807_standartized Split distillation of the is_pirate bert model 1644380449
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SplitBertNovSinsigMSE
web_meta: 542
split-bert-model sbr:2005741938 predict Predict_oct_large_1871529228_sinsig_relev10_mse_stand_mse Split distillation of the nov-large model with relev10 1871529228
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SplitBertNovProximaMSE
web_meta: 543
split-bert-model sbr:2005741938 predict Predict_oct_large_1872243553_proxima_relev10_mse_stand_mse Split distillation of the nov-large model with relev10 1872243553
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SplitBertXLLaVMSE
web_meta: 544
split-bert-model sbr:2005741938 predict Predict_xLarge_prediction_nov_lav_1990027087_standartized_mse Split distillation of the xlarge model with relev10 1990027087
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SplitBertXLProximaMSE
web_meta: 545
split-bert-model sbr:2005741938 predict Predict_xLarge_prediction_nov_proxima_1970068024_standartized_mse Split distillation of the nov-large model with relev10 1970068024
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SplitBertFinLawMSE
web_meta: 546
split-bert-model sbr:2005741938 predict Predict_Large_predict_target_fin_law_1967416198_standartized_mse Split distillation of the large model 1967416198
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SplitBertMedMSE
web_meta: 547
split-bert-model sbr:2005741938 predict Predict_Large_predict_target_med_doc_1967182618_standartized_mse Split distillation of the large model 1967182618
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SplitBertSosMSE
web_meta: 548
split-bert-model sbr:2005741938 predict Predict_Large_predict_target_sos_1969262884_standartized_mse Split distillation of the large model 1969262884
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SplitBertXlLavPlatformMSE
web_meta: 549
sbr:2411087272 splitv3 head Predict_jul_xlarge_lav_with_platform_2344793612_stand_mse
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SplitBertXlSinsigBasketsPlatformMse
web_meta: 550
sbr:2411087272 splitv3 head Predict_jul_xlarge_sinsig_baskets_with_platform_2339818891_stand_mse
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SplitBertXlLavMergeCsTsTtPlatformMse
web_meta: 551
berts_storage:2022/02/artmironov/2831823537 splitv4 head Predict_bert_650_merge_platform_no_trans_v1_2784077050_stand_mse
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NnOverFeaturesFormulaAll4YearsQMSEPrediction
web_production_formula_features: 0
A model trained to predict an assessment of the USSR-DUMP-20191206 PRS-20191207 ALL-4-YEARS QMSE 20K 0.2 -s 0.8 -z 1 formula.
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NnOverFeaturesFormulaAll8YearsCe25Prediction
web_production_formula_features: 1
A model trained to predict an assessment of the USSR-DUMP-20191206 PRS-20191207 ALL-8-YEARS [T> 0.25] Crossentropy 20K 0.25 -s 0.8 -z 1.
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