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INFO: 2024-07-12 13:32:20,716: llmtf.base.evaluator: Starting eval on ['darumeru/multiq', 'darumeru/parus', 'darumeru/rcb', 'darumeru/ruopenbookqa', 'darumeru/rutie', 'darumeru/ruworldtree', 'darumeru/rwsd', 'darumeru/use', 'russiannlp/rucola_custom']
INFO: 2024-07-12 13:32:20,717: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [151645, 198, 271]
INFO: 2024-07-12 13:32:20,717: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
INFO: 2024-07-12 13:32:21,381: llmtf.base.evaluator: Starting eval on ['darumeru/rummlu']
INFO: 2024-07-12 13:32:21,381: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [151645, 198, 271]
INFO: 2024-07-12 13:32:21,381: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
INFO: 2024-07-12 13:32:23,188: llmtf.base.evaluator: Starting eval on ['nlpcoreteam/rummlu']
INFO: 2024-07-12 13:32:23,189: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [151645]
INFO: 2024-07-12 13:32:23,189: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-12 13:32:24,860: llmtf.base.darumeru/MultiQ: Loading Dataset: 4.14s
INFO: 2024-07-12 13:32:24,879: llmtf.base.evaluator: Starting eval on ['nlpcoreteam/enmmlu']
INFO: 2024-07-12 13:32:24,879: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [151645]
INFO: 2024-07-12 13:32:24,879: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-12 13:32:26,606: llmtf.base.evaluator: Starting eval on ['daru/treewayabstractive']
INFO: 2024-07-12 13:32:26,607: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [151645, 198, 271]
INFO: 2024-07-12 13:32:26,607: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
INFO: 2024-07-12 13:32:28,649: llmtf.base.evaluator: Starting eval on ['daru/treewayextractive']
INFO: 2024-07-12 13:32:28,649: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [151645]
INFO: 2024-07-12 13:32:28,649: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-12 13:32:30,170: llmtf.base.darumeru/ruMMLU: Loading Dataset: 8.79s
INFO: 2024-07-12 13:32:31,039: llmtf.base.evaluator: Starting eval on ['darumeru/cp_sent_ru', 'darumeru/cp_sent_en', 'darumeru/cp_para_ru', 'darumeru/cp_para_en']
INFO: 2024-07-12 13:32:31,040: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [151645, 198, 271]
INFO: 2024-07-12 13:32:31,040: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
INFO: 2024-07-12 13:32:31,528: llmtf.base.daru/treewayabstractive: Loading Dataset: 4.92s
INFO: 2024-07-12 13:32:33,602: llmtf.base.darumeru/cp_sent_ru: Loading Dataset: 2.56s
INFO: 2024-07-12 13:32:41,690: llmtf.base.daru/treewayextractive: Loading Dataset: 13.04s
INFO: 2024-07-12 13:34:36,781: llmtf.base.nlpcoreteam/enMMLU: Loading Dataset: 131.90s
INFO: 2024-07-12 13:34:38,322: llmtf.base.nlpcoreteam/ruMMLU: Loading Dataset: 135.13s
INFO: 2024-07-12 13:39:29,078: llmtf.base.darumeru/ruMMLU: Processing Dataset: 418.89s
INFO: 2024-07-12 13:39:29,081: llmtf.base.darumeru/ruMMLU: Results for darumeru/ruMMLU:
INFO: 2024-07-12 13:39:29,091: llmtf.base.darumeru/ruMMLU: {'acc': 0.5755761747979646}
INFO: 2024-07-12 13:39:29,136: llmtf.base.evaluator: Ended eval
INFO: 2024-07-12 13:39:29,141: llmtf.base.evaluator:
mean darumeru/ruMMLU
0.576 0.576
INFO: 2024-07-12 13:42:34,523: llmtf.base.nlpcoreteam/enMMLU: Processing Dataset: 477.74s
INFO: 2024-07-12 13:42:34,527: llmtf.base.nlpcoreteam/enMMLU: Results for nlpcoreteam/enMMLU:
INFO: 2024-07-12 13:42:34,569: llmtf.base.nlpcoreteam/enMMLU: metric
subject
abstract_algebra 0.490000
anatomy 0.585185
astronomy 0.743421
business_ethics 0.750000
clinical_knowledge 0.762264
college_biology 0.784722
college_chemistry 0.460000
college_computer_science 0.630000
college_mathematics 0.420000
college_medicine 0.664740
college_physics 0.392157
computer_security 0.690000
conceptual_physics 0.697872
econometrics 0.570175
electrical_engineering 0.689655
elementary_mathematics 0.611111
formal_logic 0.507937
global_facts 0.440000
high_school_biology 0.809677
high_school_chemistry 0.615764
high_school_computer_science 0.780000
high_school_european_history 0.812121
high_school_geography 0.848485
high_school_government_and_politics 0.911917
high_school_macroeconomics 0.715385
high_school_mathematics 0.488889
high_school_microeconomics 0.802521
high_school_physics 0.456954
high_school_psychology 0.858716
high_school_statistics 0.675926
high_school_us_history 0.828431
high_school_world_history 0.848101
human_aging 0.686099
human_sexuality 0.755725
international_law 0.801653
jurisprudence 0.833333
logical_fallacies 0.815951
machine_learning 0.455357
management 0.776699
marketing 0.893162
medical_genetics 0.790000
miscellaneous 0.845466
moral_disputes 0.739884
moral_scenarios 0.422346
nutrition 0.774510
philosophy 0.742765
prehistory 0.746914
professional_accounting 0.570922
professional_law 0.505215
professional_medicine 0.687500
professional_psychology 0.722222
public_relations 0.727273
security_studies 0.722449
sociology 0.870647
us_foreign_policy 0.870000
virology 0.542169
world_religions 0.801170
INFO: 2024-07-12 13:42:34,577: llmtf.base.nlpcoreteam/enMMLU: metric
subject
STEM 0.605084
humanities 0.723525
other (business, health, misc.) 0.697765
social sciences 0.781293
INFO: 2024-07-12 13:42:34,584: llmtf.base.nlpcoreteam/enMMLU: {'acc': 0.7019166707055704}
INFO: 2024-07-12 13:42:34,616: llmtf.base.evaluator: Ended eval
INFO: 2024-07-12 13:42:34,636: llmtf.base.evaluator:
mean darumeru/ruMMLU nlpcoreteam/enMMLU
0.639 0.576 0.702
INFO: 2024-07-12 13:42:36,791: llmtf.base.darumeru/cp_sent_ru: Processing Dataset: 603.17s
INFO: 2024-07-12 13:42:36,793: llmtf.base.darumeru/cp_sent_ru: Results for darumeru/cp_sent_ru:
INFO: 2024-07-12 13:42:36,798: llmtf.base.darumeru/cp_sent_ru: {'symbol_per_token': 2.531882961858218, 'len': 0.9931991516400629, 'lcs': 0.9651252623970072}
INFO: 2024-07-12 13:42:36,799: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [151645, 198, 271]
INFO: 2024-07-12 13:42:36,799: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
INFO: 2024-07-12 13:42:38,975: llmtf.base.darumeru/cp_sent_en: Loading Dataset: 2.17s
INFO: 2024-07-12 13:43:48,104: llmtf.base.nlpcoreteam/ruMMLU: Processing Dataset: 549.78s
INFO: 2024-07-12 13:43:48,105: llmtf.base.nlpcoreteam/ruMMLU: Results for nlpcoreteam/ruMMLU:
INFO: 2024-07-12 13:43:48,145: llmtf.base.nlpcoreteam/ruMMLU: metric
subject
abstract_algebra 0.430000
anatomy 0.562963
astronomy 0.677632
business_ethics 0.660000
clinical_knowledge 0.600000
college_biology 0.597222
college_chemistry 0.390000
college_computer_science 0.540000
college_mathematics 0.470000
college_medicine 0.554913
college_physics 0.372549
computer_security 0.660000
conceptual_physics 0.574468
econometrics 0.464912
electrical_engineering 0.558621
elementary_mathematics 0.576720
formal_logic 0.476190
global_facts 0.420000
high_school_biology 0.729032
high_school_chemistry 0.512315
high_school_computer_science 0.750000
high_school_european_history 0.745455
high_school_geography 0.717172
high_school_government_and_politics 0.663212
high_school_macroeconomics 0.615385
high_school_mathematics 0.455556
high_school_microeconomics 0.642857
high_school_physics 0.410596
high_school_psychology 0.759633
high_school_statistics 0.560185
high_school_us_history 0.715686
high_school_world_history 0.767932
human_aging 0.609865
human_sexuality 0.633588
international_law 0.710744
jurisprudence 0.611111
logical_fallacies 0.527607
machine_learning 0.348214
management 0.718447
marketing 0.769231
medical_genetics 0.610000
miscellaneous 0.688378
moral_disputes 0.638728
moral_scenarios 0.244693
nutrition 0.669935
philosophy 0.639871
prehistory 0.608025
professional_accounting 0.390071
professional_law 0.410039
professional_medicine 0.610294
professional_psychology 0.542484
public_relations 0.618182
security_studies 0.653061
sociology 0.741294
us_foreign_policy 0.740000
virology 0.506024
world_religions 0.719298
INFO: 2024-07-12 13:43:48,152: llmtf.base.nlpcoreteam/ruMMLU: metric
subject
STEM 0.534062
humanities 0.601183
other (business, health, misc.) 0.597866
social sciences 0.649315
INFO: 2024-07-12 13:43:48,160: llmtf.base.nlpcoreteam/ruMMLU: {'acc': 0.5956063721324766}
INFO: 2024-07-12 13:43:48,192: llmtf.base.evaluator: Ended eval
INFO: 2024-07-12 13:43:48,197: llmtf.base.evaluator:
mean darumeru/cp_sent_ru darumeru/ruMMLU nlpcoreteam/enMMLU nlpcoreteam/ruMMLU
0.717 0.993 0.576 0.702 0.596
INFO: 2024-07-12 13:44:07,504: llmtf.base.darumeru/MultiQ: Processing Dataset: 702.63s
INFO: 2024-07-12 13:44:07,507: llmtf.base.darumeru/MultiQ: Results for darumeru/MultiQ:
INFO: 2024-07-12 13:44:07,511: llmtf.base.darumeru/MultiQ: {'f1': 0.23082049162131107, 'em': 0.13288718929254303}
INFO: 2024-07-12 13:44:07,516: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [151645, 198, 271]
INFO: 2024-07-12 13:44:07,516: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
INFO: 2024-07-12 13:44:09,506: llmtf.base.darumeru/PARus: Loading Dataset: 1.99s
INFO: 2024-07-12 13:44:15,843: llmtf.base.darumeru/PARus: Processing Dataset: 6.34s
INFO: 2024-07-12 13:44:15,844: llmtf.base.darumeru/PARus: Results for darumeru/PARus:
INFO: 2024-07-12 13:44:15,857: llmtf.base.darumeru/PARus: {'acc': 0.79}
INFO: 2024-07-12 13:44:15,858: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [151645, 198, 271]
INFO: 2024-07-12 13:44:15,858: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
INFO: 2024-07-12 13:44:17,890: llmtf.base.darumeru/RCB: Loading Dataset: 2.03s
INFO: 2024-07-12 13:44:26,535: llmtf.base.darumeru/RCB: Processing Dataset: 8.64s
INFO: 2024-07-12 13:44:26,550: llmtf.base.darumeru/RCB: Results for darumeru/RCB:
INFO: 2024-07-12 13:44:26,556: llmtf.base.darumeru/RCB: {'acc': 0.5181818181818182, 'f1_macro': 0.4329109928238468}
INFO: 2024-07-12 13:44:26,557: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [151645, 198, 271]
INFO: 2024-07-12 13:44:26,557: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
INFO: 2024-07-12 13:44:29,227: llmtf.base.darumeru/ruOpenBookQA: Loading Dataset: 2.67s
INFO: 2024-07-12 13:45:43,981: llmtf.base.darumeru/ruOpenBookQA: Processing Dataset: 74.75s
INFO: 2024-07-12 13:45:43,996: llmtf.base.darumeru/ruOpenBookQA: Results for darumeru/ruOpenBookQA:
INFO: 2024-07-12 13:45:44,008: llmtf.base.darumeru/ruOpenBookQA: {'acc': 0.8178694158075601, 'f1_macro': 0.8177749093697874}
INFO: 2024-07-12 13:45:44,015: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [151645, 198, 271]
INFO: 2024-07-12 13:45:44,015: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
INFO: 2024-07-12 13:45:51,418: llmtf.base.darumeru/ruTiE: Loading Dataset: 7.40s
INFO: 2024-07-12 13:50:12,621: llmtf.base.darumeru/ruTiE: Processing Dataset: 261.20s
INFO: 2024-07-12 13:50:12,624: llmtf.base.darumeru/ruTiE: Results for darumeru/ruTiE:
INFO: 2024-07-12 13:50:12,657: llmtf.base.darumeru/ruTiE: {'acc': 0.6348837209302326}
INFO: 2024-07-12 13:50:12,660: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [151645, 198, 271]
INFO: 2024-07-12 13:50:12,661: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
INFO: 2024-07-12 13:50:15,001: llmtf.base.darumeru/ruWorldTree: Loading Dataset: 2.34s
INFO: 2024-07-12 13:50:18,607: llmtf.base.darumeru/ruWorldTree: Processing Dataset: 3.60s
INFO: 2024-07-12 13:50:18,609: llmtf.base.darumeru/ruWorldTree: Results for darumeru/ruWorldTree:
INFO: 2024-07-12 13:50:18,614: llmtf.base.darumeru/ruWorldTree: {'acc': 0.9047619047619048, 'f1_macro': 0.9043845651108326}
INFO: 2024-07-12 13:50:18,615: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [151645, 198, 271]
INFO: 2024-07-12 13:50:18,615: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
INFO: 2024-07-12 13:50:20,678: llmtf.base.darumeru/RWSD: Loading Dataset: 2.06s
INFO: 2024-07-12 13:50:28,821: llmtf.base.darumeru/RWSD: Processing Dataset: 8.14s
INFO: 2024-07-12 13:50:28,823: llmtf.base.darumeru/RWSD: Results for darumeru/RWSD:
INFO: 2024-07-12 13:50:28,827: llmtf.base.darumeru/RWSD: {'acc': 0.6029411764705882}
INFO: 2024-07-12 13:50:28,828: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [151645, 198, 271]
INFO: 2024-07-12 13:50:28,828: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
INFO: 2024-07-12 13:50:31,849: llmtf.base.darumeru/USE: Loading Dataset: 3.02s
INFO: 2024-07-12 13:51:35,478: llmtf.base.darumeru/cp_sent_en: Processing Dataset: 536.50s
INFO: 2024-07-12 13:51:35,480: llmtf.base.darumeru/cp_sent_en: Results for darumeru/cp_sent_en:
INFO: 2024-07-12 13:51:35,484: llmtf.base.darumeru/cp_sent_en: {'symbol_per_token': 4.31579408268585, 'len': 0.8895181009295375, 'lcs': 0.8825764242763656}
INFO: 2024-07-12 13:51:35,486: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [151645, 198, 271]
INFO: 2024-07-12 13:51:35,486: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
INFO: 2024-07-12 13:51:37,358: llmtf.base.darumeru/cp_para_ru: Loading Dataset: 1.87s
INFO: 2024-07-12 13:55:22,257: llmtf.base.darumeru/USE: Processing Dataset: 290.41s
INFO: 2024-07-12 13:55:22,261: llmtf.base.darumeru/USE: Results for darumeru/USE:
INFO: 2024-07-12 13:55:22,266: llmtf.base.darumeru/USE: {'grade_norm': 0.153921568627451}
INFO: 2024-07-12 13:55:22,269: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [151645]
INFO: 2024-07-12 13:55:22,269: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-12 13:55:26,569: llmtf.base.russiannlp/rucola_custom: Loading Dataset: 4.30s
INFO: 2024-07-12 13:56:58,317: llmtf.base.russiannlp/rucola_custom: Processing Dataset: 91.75s
INFO: 2024-07-12 13:56:58,322: llmtf.base.russiannlp/rucola_custom: Results for russiannlp/rucola_custom:
INFO: 2024-07-12 13:56:58,334: llmtf.base.russiannlp/rucola_custom: {'acc': 0.7072120559741658, 'mcc': 0.23883340451741628}
INFO: 2024-07-12 13:56:58,338: llmtf.base.evaluator: Ended eval
INFO: 2024-07-12 13:56:58,365: llmtf.base.evaluator:
mean darumeru/MultiQ darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/USE darumeru/cp_sent_en darumeru/cp_sent_ru darumeru/ruMMLU darumeru/ruOpenBookQA darumeru/ruTiE darumeru/ruWorldTree nlpcoreteam/enMMLU nlpcoreteam/ruMMLU russiannlp/rucola_custom
0.628 0.182 0.790 0.476 0.603 0.154 0.890 0.993 0.576 0.818 0.635 0.905 0.702 0.596 0.473
INFO: 2024-07-12 13:58:57,546: llmtf.base.daru/treewayextractive: Processing Dataset: 1575.85s
INFO: 2024-07-12 13:58:57,550: llmtf.base.daru/treewayextractive: Results for daru/treewayextractive:
INFO: 2024-07-12 13:58:57,798: llmtf.base.daru/treewayextractive: {'r-prec': 0.3917012265512266}
INFO: 2024-07-12 13:58:58,347: llmtf.base.evaluator: Ended eval
INFO: 2024-07-12 13:58:58,375: llmtf.base.evaluator:
mean daru/treewayextractive darumeru/MultiQ darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/USE darumeru/cp_sent_en darumeru/cp_sent_ru darumeru/ruMMLU darumeru/ruOpenBookQA darumeru/ruTiE darumeru/ruWorldTree nlpcoreteam/enMMLU nlpcoreteam/ruMMLU russiannlp/rucola_custom
0.612 0.392 0.182 0.790 0.476 0.603 0.154 0.890 0.993 0.576 0.818 0.635 0.905 0.702 0.596 0.473
INFO: 2024-07-12 14:04:59,106: llmtf.base.darumeru/cp_para_ru: Processing Dataset: 801.75s
INFO: 2024-07-12 14:04:59,122: llmtf.base.darumeru/cp_para_ru: Results for darumeru/cp_para_ru:
INFO: 2024-07-12 14:04:59,126: llmtf.base.darumeru/cp_para_ru: {'symbol_per_token': 2.654953066881009, 'len': 0.9876165527469303, 'lcs': 0.8268038045788856}
INFO: 2024-07-12 14:04:59,127: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [151645, 198, 271]
INFO: 2024-07-12 14:04:59,127: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
INFO: 2024-07-12 14:05:01,461: llmtf.base.darumeru/cp_para_en: Loading Dataset: 2.33s
INFO: 2024-07-12 14:14:59,808: llmtf.base.darumeru/cp_para_en: Processing Dataset: 598.35s
INFO: 2024-07-12 14:14:59,811: llmtf.base.darumeru/cp_para_en: Results for darumeru/cp_para_en:
INFO: 2024-07-12 14:14:59,832: llmtf.base.darumeru/cp_para_en: {'symbol_per_token': 4.353034074577473, 'len': 0.9802575114789726, 'lcs': 0.9058441645642358}
INFO: 2024-07-12 14:14:59,833: llmtf.base.evaluator: Ended eval
INFO: 2024-07-12 14:14:59,844: llmtf.base.evaluator:
mean daru/treewayextractive darumeru/MultiQ darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/USE darumeru/cp_para_en darumeru/cp_para_ru darumeru/cp_sent_en darumeru/cp_sent_ru darumeru/ruMMLU darumeru/ruOpenBookQA darumeru/ruTiE darumeru/ruWorldTree nlpcoreteam/enMMLU nlpcoreteam/ruMMLU russiannlp/rucola_custom
0.642 0.392 0.182 0.790 0.476 0.603 0.154 0.906 0.827 0.890 0.993 0.576 0.818 0.635 0.905 0.702 0.596 0.473
INFO: 2024-07-12 14:37:23,690: llmtf.base.daru/treewayabstractive: Processing Dataset: 3892.16s
INFO: 2024-07-12 14:37:23,708: llmtf.base.daru/treewayabstractive: Results for daru/treewayabstractive:
INFO: 2024-07-12 14:37:23,718: llmtf.base.daru/treewayabstractive: {'rouge1': 0.2813082731366044, 'rouge2': 0.10129515826302848}
INFO: 2024-07-12 14:37:23,720: llmtf.base.evaluator: Ended eval
INFO: 2024-07-12 14:37:23,733: llmtf.base.evaluator:
mean daru/treewayabstractive daru/treewayextractive darumeru/MultiQ darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/USE darumeru/cp_para_en darumeru/cp_para_ru darumeru/cp_sent_en darumeru/cp_sent_ru darumeru/ruMMLU darumeru/ruOpenBookQA darumeru/ruTiE darumeru/ruWorldTree nlpcoreteam/enMMLU nlpcoreteam/ruMMLU russiannlp/rucola_custom
0.617 0.191 0.392 0.182 0.790 0.476 0.603 0.154 0.906 0.827 0.890 0.993 0.576 0.818 0.635 0.905 0.702 0.596 0.473