Tag: TG_USE_MARKUP

(57 ranking factors)

Factors
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 TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_URL_TEXT, TG_DOC_TEXT, TG_NEURAL, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_BERT_DISTILL, TG_UNIMPLEMENTED, TG_DEPRECATED
DssmBertDistillL2 web_production: 579 A pool of logs is marked with BERT trained on Sinsig. DSSM model is trained on this pool using BaseregionChain TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_URL_TEXT, TG_DOC_TEXT, TG_NEURAL, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_BERT_DISTILL, TG_L2
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. TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_NEURAL, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP
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. TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_URL_TEXT, TG_DOC_TEXT, TG_NEURAL, TG_UNIMPLEMENTED, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_RTMODELS_SERVICE
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. TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_URL_TEXT, TG_DOC_TEXT, TG_NEURAL, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_RTMODELS_SERVICE
IsMedicalQuery begemot_query_factors: 281 Prediction of the classifier that the request is a medical TG_DYNAMIC, TG_QUERY_ONLY, TG_NEURAL, TG_THEME_CLASSIF, TG_REARR_USE, TG_USE_MARKUP, TG_USED_IN_CONF_REARR
IsLawQuery begemot_query_factors: 282 Prediction of the classifier that the request is a legal TG_DYNAMIC, TG_QUERY_ONLY, TG_NEURAL, TG_THEME_CLASSIF, TG_REARR_USE, TG_USE_MARKUP, TG_NOT_01, TG_USED_IN_CONF_REARR
IsFinancialQuery begemot_query_factors: 283 Prediction of the classifier that the request is financial TG_DYNAMIC, TG_QUERY_ONLY, TG_NEURAL, TG_THEME_CLASSIF, TG_REARR_USE, TG_USE_MARKUP, TG_NOT_01, TG_USED_IN_CONF_REARR
IsSosQuery begemot_query_factors: 284 The prediction of the classifier is that the request of SOS topics TG_DYNAMIC, TG_QUERY_ONLY, TG_NEURAL, TG_THEME_CLASSIF, TG_REARR_USE, TG_USE_MARKUP, TG_NOT_01, TG_USED_IN_CONF_REARR
IsNavigationalQuery begemot_query_factors: 285 The prediction of the classifier that the request is navigation TG_DYNAMIC, TG_QUERY_ONLY, TG_NEURAL, TG_THEME_CLASSIF, TG_REARR_USE, TG_USE_MARKUP
IsExpectedSafeAnswerQuery begemot_query_factors: 287 The prediction of the classifier is that the request is white (that is, it is not worth showing tin on it) TG_DYNAMIC, TG_QUERY_ONLY, TG_L2, TG_NEURAL, TG_THEME_CLASSIF, TG_REARR_USE, TG_USE_MARKUP, TG_UNUSED, TG_NOT_01, TG_USED_IN_CONF_REARR
ExpertProGoogleQuery begemot_query_factors: 306 Request classifier to Pro-Hoogle Expertise. TG_DYNAMIC, TG_QUERY_ONLY, TG_USER_SEARCH, TG_TOLOKA, TG_USE_MARKUP, TG_L2, TG_NEURAL
IndonesianPornQuery begemot_query_factors: 328 Classifier of a request for pornographic for Indonesian TG_DYNAMIC, TG_QUERY_ONLY, TG_USER_SEARCH, TG_TOLOKA, TG_USE_MARKUP, TG_L2, TG_NEURAL, TG_UNUSED, TG_UNIMPLEMENTED
QueryLanguageEng begemot_query_factors: 329 Classifier of requests for the requirement only English -speaking pages TG_DYNAMIC, TG_QUERY_ONLY, TG_USER_SEARCH, TG_TOLOKA, TG_USE_MARKUP, TG_L2, TG_NEURAL, TG_UNUSED, TG_UNIMPLEMENTED
QueryLanguageMix begemot_query_factors: 330 Classifier of requests for the requirement of mixed English -speaking and Russian -speaking pages TG_DYNAMIC, TG_QUERY_ONLY, TG_USER_SEARCH, TG_TOLOKA, TG_USE_MARKUP, TG_L2, TG_NEURAL, TG_UNUSED, TG_UNIMPLEMENTED
QueryLanguageEngMix begemot_query_factors: 331 The classifier of requests for the requirement of either only English -speaking pages, or English -speaking and Russian -speaking pages together TG_DYNAMIC, TG_QUERY_ONLY, TG_USER_SEARCH, TG_TOLOKA, TG_USE_MARKUP, TG_L2, TG_NEURAL, TG_UNUSED, TG_UNIMPLEMENTED
DssmFullSplitBert web_l2: 74 TG_DYNAMIC, TG_DOC, TG_USER, TG_NEURAL, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_BERT_RUNTIME, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_FULL_SPLIT_BERT
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_UNIMPLEMENTED, TG_BERT_RUNTIME, TG_USE_MARKUP, TG_UNUSED, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_UNIMPLEMENTED, TG_BERT_RUNTIME, TG_USE_MARKUP, TG_UNUSED, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_USED_IN_CONF_REARR
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_USED_IN_CONF_REARR
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_UNUSED, TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP
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 TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_DEPRECATED
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 TG_UNUSED, TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP
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 TG_UNUSED, TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP, TG_USED_IN_CONF_REARR
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 TG_UNUSED, TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_DBD_MARKUP, TG_PROXIMA_KC_MARKUP
SplitBertXlLavPlatformMSE web_meta: 549 sbr:2411087272 splitv3 head Predict_jul_xlarge_lav_with_platform_2344793612_stand_mse TG_UNIMPLEMENTED, TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_PROXIMA_KC_MARKUP
SplitBertXlSinsigBasketsPlatformMse web_meta: 550 sbr:2411087272 splitv3 head Predict_jul_xlarge_sinsig_baskets_with_platform_2339818891_stand_mse TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP, TG_USED_IN_CONF_REARR
SplitBertXlLavMergeCsTsTtPlatformMse web_meta: 551 berts_storage:2022/02/artmironov/2831823537 splitv4 head Predict_bert_650_merge_platform_no_trans_v1_2784077050_stand_mse TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_SPLIT_BERT, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_SIN_SIG_MARKUP
CsBertXlSinsigBasketsMse web_meta: 555 bert model 2021/09/boyalex/2405042847 head: Predict_jul_xlarge_sinsig_baskets_2339818891_stand_mse TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_CS_BERT, TG_USE_MARKUP, TG_CS_SIN_SIG_MARKUP, TG_UNUSED, TG_ALLOW_USE_FOR_PROXIMA_OPT_L3
CsBertCleverClicksMse web_meta: 556 bert model 2021/09/boyalex/2405042847 head: Predict_large_cs_clever_clicks_2360931838_stand_mse TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_CS_BERT, TG_USE_MARKUP, TG_CS_SIN_SIG_MARKUP, TG_UNUSED, TG_ALLOW_USE_FOR_PROXIMA_OPT_L3
CsBertGooglePosMse web_meta: 557 bert model 2021/09/boyalex/2405042847 head: Predict_large_google_2334139725_stand_mse TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_CS_BERT, TG_USE_MARKUP, TG_CS_SIN_SIG_MARKUP, TG_UNUSED, TG_ALLOW_USE_FOR_PROXIMA_OPT_L3
CsBertCsPQMse web_meta: 558 bert model 2021/09/boyalex/2405042847 head: Predict_pq_large_2394064809_stand_mse TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_CS_BERT, TG_USE_MARKUP, TG_CS_SIN_SIG_MARKUP, TG_UNUSED, TG_ALLOW_USE_FOR_PROXIMA_OPT_L3
CsBertXlCsSinsigsMse web_meta: 559 bert model 2021/09/boyalex/2405042847 head: Predict_jul_xlarge_cs_sinsig_full_2394990987_stand_mse TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_CS_BERT, TG_USE_MARKUP, TG_CS_SIN_SIG_MARKUP, TG_UNUSED, TG_ALLOW_USE_FOR_PROXIMA_OPT_L3
CsBertXlCsApscoreMse web_meta: 560 bert model 2021/09/boyalex/2405042847 head: Predict_jul_xlarge_cs_apscore_2397363137_stand_mse TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_LOCALIZED_REGION, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_L3, TG_BERT_RUNTIME, TG_CS_BERT, TG_USE_MARKUP, TG_CS_SIN_SIG_MARKUP, TG_UNUSED, TG_ALLOW_USE_FOR_PROXIMA_OPT_L3
NnOverDssmDotProduct web_new_l1: 190 Newest runtime factor nn_over_dssm_dot_product. L0-embed relevance value, b-embed. TG_DOC, TG_DYNAMIC, TG_USE_MARKUP, TG_NEURAL
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. TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_DEPRECATED, TG_FORMULA_2245_DEP
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. TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_DEPRECATED, TG_FORMULA_2245_DEP
NnOverFeaturesFormulaYangRelevance2YearsCe50Prediction web_production_formula_features: 2 A model trained to predict an assessment of the USSR-DUMP-20191206 PRS-20191207 Yang-Relevance-2-Years [T> 0.5] Crossentropy 20K 0.25 -s 0.8 -z 1. TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_USE_MARKUP, TG_YANG_RELEVANCE_MARKUP, TG_DEPRECATED