INFO: 2024-07-13 15:45:27,047: llmtf.base.evaluator: Starting eval on ['darumeru/parus', 'darumeru/rcb', 'darumeru/ruopenbookqa', 'darumeru/rutie', 'darumeru/ruworldtree', 'darumeru/rwsd', 'russiannlp/rucola_custom'] INFO: 2024-07-13 15:45:27,048: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000] INFO: 2024-07-13 15:45:27,048: llmtf.base.hfmodel: Updated generation_config.stop_strings: [] INFO: 2024-07-13 15:45:28,837: llmtf.base.evaluator: Starting eval on ['darumeru/rummlu', 'daru/treewayextractive'] INFO: 2024-07-13 15:45:28,837: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000] INFO: 2024-07-13 15:45:28,837: llmtf.base.hfmodel: Updated generation_config.stop_strings: [] INFO: 2024-07-13 15:45:29,193: llmtf.base.darumeru/PARus: Loading Dataset: 2.14s INFO: 2024-07-13 15:45:30,501: llmtf.base.evaluator: Starting eval on ['nlpcoreteam/rummlu', 'nlpcoreteam/enmmlu'] INFO: 2024-07-13 15:45:30,502: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000] INFO: 2024-07-13 15:45:30,502: llmtf.base.hfmodel: Updated generation_config.stop_strings: [] INFO: 2024-07-13 15:45:32,886: llmtf.base.evaluator: Starting eval on ['daru/treewayabstractive'] INFO: 2024-07-13 15:45:32,887: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000] INFO: 2024-07-13 15:45:32,887: llmtf.base.hfmodel: Updated generation_config.stop_strings: [] INFO: 2024-07-13 15:45:34,324: llmtf.base.evaluator: Starting eval on ['darumeru/multiq', 'darumeru/use'] INFO: 2024-07-13 15:45:34,324: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000] INFO: 2024-07-13 15:45:34,324: llmtf.base.hfmodel: Updated generation_config.stop_strings: [] INFO: 2024-07-13 15:45:35,898: llmtf.base.darumeru/ruMMLU: Loading Dataset: 7.06s INFO: 2024-07-13 15:45:36,667: llmtf.base.evaluator: Starting eval on ['darumeru/cp_sent_ru', 'darumeru/cp_para_ru'] INFO: 2024-07-13 15:45:36,667: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000] INFO: 2024-07-13 15:45:36,667: llmtf.base.hfmodel: Updated generation_config.stop_strings: [] INFO: 2024-07-13 15:45:36,853: llmtf.base.daru/treewayabstractive: Loading Dataset: 3.97s INFO: 2024-07-13 15:45:37,334: llmtf.base.darumeru/MultiQ: Loading Dataset: 3.01s INFO: 2024-07-13 15:45:37,609: llmtf.base.darumeru/PARus: Processing Dataset: 8.41s INFO: 2024-07-13 15:45:37,610: llmtf.base.darumeru/PARus: Results for darumeru/PARus: INFO: 2024-07-13 15:45:37,623: llmtf.base.darumeru/PARus: {'acc': 0.74} INFO: 2024-07-13 15:45:37,624: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000] INFO: 2024-07-13 15:45:37,624: llmtf.base.hfmodel: Updated generation_config.stop_strings: [] INFO: 2024-07-13 15:45:39,248: llmtf.base.darumeru/cp_sent_ru: Loading Dataset: 2.58s INFO: 2024-07-13 15:45:39,373: llmtf.base.evaluator: Starting eval on ['darumeru/cp_sent_en', 'darumeru/cp_para_en'] INFO: 2024-07-13 15:45:39,374: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000] INFO: 2024-07-13 15:45:39,374: llmtf.base.hfmodel: Updated generation_config.stop_strings: [] INFO: 2024-07-13 15:45:39,556: llmtf.base.darumeru/RCB: Loading Dataset: 1.93s INFO: 2024-07-13 15:45:41,961: llmtf.base.darumeru/cp_sent_en: Loading Dataset: 2.59s INFO: 2024-07-13 15:45:49,271: llmtf.base.darumeru/RCB: Processing Dataset: 9.71s INFO: 2024-07-13 15:45:49,273: llmtf.base.darumeru/RCB: Results for darumeru/RCB: INFO: 2024-07-13 15:45:49,294: llmtf.base.darumeru/RCB: {'acc': 0.5227272727272727, 'f1_macro': 0.4428418803418803} INFO: 2024-07-13 15:45:49,295: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000] INFO: 2024-07-13 15:45:49,295: llmtf.base.hfmodel: Updated generation_config.stop_strings: [] INFO: 2024-07-13 15:45:51,672: llmtf.base.darumeru/ruOpenBookQA: Loading Dataset: 2.38s INFO: 2024-07-13 15:47:20,116: llmtf.base.darumeru/ruOpenBookQA: Processing Dataset: 88.44s INFO: 2024-07-13 15:47:20,118: llmtf.base.darumeru/ruOpenBookQA: Results for darumeru/ruOpenBookQA: INFO: 2024-07-13 15:47:20,131: llmtf.base.darumeru/ruOpenBookQA: {'acc': 0.7319587628865979, 'f1_macro': 0.7326117311318767} INFO: 2024-07-13 15:47:20,138: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000] INFO: 2024-07-13 15:47:20,138: llmtf.base.hfmodel: Updated generation_config.stop_strings: [] INFO: 2024-07-13 15:47:24,376: llmtf.base.darumeru/ruTiE: Loading Dataset: 4.24s INFO: 2024-07-13 15:47:42,037: llmtf.base.nlpcoreteam/ruMMLU: Loading Dataset: 131.54s INFO: 2024-07-13 15:51:44,086: llmtf.base.darumeru/ruTiE: Processing Dataset: 259.70s INFO: 2024-07-13 15:51:44,089: llmtf.base.darumeru/ruTiE: Results for darumeru/ruTiE: INFO: 2024-07-13 15:51:44,118: llmtf.base.darumeru/ruTiE: {'acc': 0.5395348837209303} INFO: 2024-07-13 15:51:44,121: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000] INFO: 2024-07-13 15:51:44,121: llmtf.base.hfmodel: Updated generation_config.stop_strings: [] INFO: 2024-07-13 15:51:46,018: llmtf.base.darumeru/ruWorldTree: Loading Dataset: 1.90s INFO: 2024-07-13 15:51:50,258: llmtf.base.darumeru/ruWorldTree: Processing Dataset: 4.24s INFO: 2024-07-13 15:51:50,273: llmtf.base.darumeru/ruWorldTree: Results for darumeru/ruWorldTree: INFO: 2024-07-13 15:51:50,278: llmtf.base.darumeru/ruWorldTree: {'acc': 0.8857142857142857, 'f1_macro': 0.8835438024831281} INFO: 2024-07-13 15:51:50,279: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000] INFO: 2024-07-13 15:51:50,279: llmtf.base.hfmodel: Updated generation_config.stop_strings: [] INFO: 2024-07-13 15:51:52,244: llmtf.base.darumeru/RWSD: Loading Dataset: 1.96s INFO: 2024-07-13 15:52:01,494: llmtf.base.darumeru/RWSD: Processing Dataset: 9.25s INFO: 2024-07-13 15:52:01,496: llmtf.base.darumeru/RWSD: Results for darumeru/RWSD: INFO: 2024-07-13 15:52:01,500: llmtf.base.darumeru/RWSD: {'acc': 0.5441176470588235} INFO: 2024-07-13 15:52:01,501: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000] INFO: 2024-07-13 15:52:01,501: llmtf.base.hfmodel: Updated generation_config.stop_strings: [] INFO: 2024-07-13 15:52:06,070: llmtf.base.russiannlp/rucola_custom: Loading Dataset: 4.57s INFO: 2024-07-13 15:53:22,251: llmtf.base.darumeru/ruMMLU: Processing Dataset: 466.35s INFO: 2024-07-13 15:53:22,255: llmtf.base.darumeru/ruMMLU: Results for darumeru/ruMMLU: INFO: 2024-07-13 15:53:22,280: llmtf.base.darumeru/ruMMLU: {'acc': 0.4817918786790382} INFO: 2024-07-13 15:53:22,326: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000] INFO: 2024-07-13 15:53:22,327: llmtf.base.hfmodel: Updated generation_config.stop_strings: [] INFO: 2024-07-13 15:53:32,742: llmtf.base.daru/treewayextractive: Loading Dataset: 10.41s INFO: 2024-07-13 15:54:03,119: llmtf.base.russiannlp/rucola_custom: Processing Dataset: 117.05s INFO: 2024-07-13 15:54:03,124: llmtf.base.russiannlp/rucola_custom: Results for russiannlp/rucola_custom: INFO: 2024-07-13 15:54:03,135: llmtf.base.russiannlp/rucola_custom: {'acc': 0.7369931826336562, 'mcc': 0.3418673882542275} INFO: 2024-07-13 15:54:03,139: llmtf.base.evaluator: Ended eval INFO: 2024-07-13 15:54:03,151: llmtf.base.evaluator: mean darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/ruMMLU darumeru/ruOpenBookQA darumeru/ruTiE darumeru/ruWorldTree russiannlp/rucola_custom 0.618 0.740 0.483 0.544 0.482 0.732 0.540 0.885 0.539 INFO: 2024-07-13 15:54:27,202: llmtf.base.darumeru/cp_sent_en: Processing Dataset: 525.24s INFO: 2024-07-13 15:54:27,204: llmtf.base.darumeru/cp_sent_en: Results for darumeru/cp_sent_en: INFO: 2024-07-13 15:54:27,209: llmtf.base.darumeru/cp_sent_en: {'symbol_per_token': 3.896272252144742, 'len': 0.997653558022427, 'lcs': 0.9800192820829826} INFO: 2024-07-13 15:54:27,210: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000] INFO: 2024-07-13 15:54:27,210: llmtf.base.hfmodel: Updated generation_config.stop_strings: [] INFO: 2024-07-13 15:54:29,520: llmtf.base.darumeru/cp_para_en: Loading Dataset: 2.31s INFO: 2024-07-13 15:56:48,862: llmtf.base.darumeru/cp_sent_ru: Processing Dataset: 669.61s INFO: 2024-07-13 15:56:48,865: llmtf.base.darumeru/cp_sent_ru: Results for darumeru/cp_sent_ru: INFO: 2024-07-13 15:56:48,869: llmtf.base.darumeru/cp_sent_ru: {'symbol_per_token': 2.3737308986098866, 'len': 0.9919888130657724, 'lcs': 0.9166449736336507} INFO: 2024-07-13 15:56:48,870: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000] INFO: 2024-07-13 15:56:48,870: llmtf.base.hfmodel: Updated generation_config.stop_strings: [] INFO: 2024-07-13 15:56:51,203: llmtf.base.darumeru/cp_para_ru: Loading Dataset: 2.33s INFO: 2024-07-13 15:58:01,336: llmtf.base.nlpcoreteam/ruMMLU: Processing Dataset: 619.30s INFO: 2024-07-13 15:58:01,338: llmtf.base.nlpcoreteam/ruMMLU: Results for nlpcoreteam/ruMMLU: INFO: 2024-07-13 15:58:01,377: llmtf.base.nlpcoreteam/ruMMLU: metric subject abstract_algebra 0.360000 anatomy 0.414815 astronomy 0.565789 business_ethics 0.560000 clinical_knowledge 0.520755 college_biology 0.479167 college_chemistry 0.450000 college_computer_science 0.500000 college_mathematics 0.380000 college_medicine 0.508671 college_physics 0.264706 computer_security 0.580000 conceptual_physics 0.438298 econometrics 0.368421 electrical_engineering 0.475862 elementary_mathematics 0.370370 formal_logic 0.325397 global_facts 0.280000 high_school_biology 0.596774 high_school_chemistry 0.374384 high_school_computer_science 0.600000 high_school_european_history 0.678788 high_school_geography 0.666667 high_school_government_and_politics 0.580311 high_school_macroeconomics 0.441026 high_school_mathematics 0.359259 high_school_microeconomics 0.478992 high_school_physics 0.390728 high_school_psychology 0.623853 high_school_statistics 0.458333 high_school_us_history 0.686275 high_school_world_history 0.713080 human_aging 0.511211 human_sexuality 0.564885 international_law 0.652893 jurisprudence 0.527778 logical_fallacies 0.417178 machine_learning 0.312500 management 0.631068 marketing 0.675214 medical_genetics 0.520000 miscellaneous 0.627075 moral_disputes 0.531792 moral_scenarios 0.233520 nutrition 0.562092 philosophy 0.485531 prehistory 0.487654 professional_accounting 0.386525 professional_law 0.366362 professional_medicine 0.481618 professional_psychology 0.441176 public_relations 0.554545 security_studies 0.600000 sociology 0.696517 us_foreign_policy 0.740000 virology 0.481928 world_religions 0.684211 INFO: 2024-07-13 15:58:01,385: llmtf.base.nlpcoreteam/ruMMLU: metric subject STEM 0.442010 humanities 0.522343 other (business, health, misc.) 0.511498 social sciences 0.563033 INFO: 2024-07-13 15:58:01,392: llmtf.base.nlpcoreteam/ruMMLU: {'acc': 0.5097207580093521} INFO: 2024-07-13 15:58:01,427: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000] INFO: 2024-07-13 15:58:01,428: llmtf.base.hfmodel: Updated generation_config.stop_strings: [] INFO: 2024-07-13 15:58:58,220: llmtf.base.darumeru/MultiQ: Processing Dataset: 800.88s INFO: 2024-07-13 15:58:58,223: llmtf.base.darumeru/MultiQ: Results for darumeru/MultiQ: INFO: 2024-07-13 15:58:58,228: llmtf.base.darumeru/MultiQ: {'f1': 0.28742819007452886, 'em': 0.16443594646271512} INFO: 2024-07-13 15:58:58,233: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000] INFO: 2024-07-13 15:58:58,233: llmtf.base.hfmodel: Updated generation_config.stop_strings: [] INFO: 2024-07-13 15:59:01,898: llmtf.base.darumeru/USE: Loading Dataset: 3.66s INFO: 2024-07-13 15:59:48,423: llmtf.base.nlpcoreteam/enMMLU: Loading Dataset: 106.99s INFO: 2024-07-13 16:02:00,095: llmtf.base.daru/treewayextractive: Processing Dataset: 507.35s INFO: 2024-07-13 16:02:00,098: llmtf.base.daru/treewayextractive: Results for daru/treewayextractive: INFO: 2024-07-13 16:02:00,340: llmtf.base.daru/treewayextractive: {'r-prec': 0.4038567821067821} INFO: 2024-07-13 16:02:00,402: llmtf.base.evaluator: Ended eval INFO: 2024-07-13 16:02:00,464: llmtf.base.evaluator: mean daru/treewayextractive darumeru/MultiQ darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/cp_sent_en darumeru/cp_sent_ru darumeru/ruMMLU darumeru/ruOpenBookQA darumeru/ruTiE darumeru/ruWorldTree nlpcoreteam/ruMMLU russiannlp/rucola_custom 0.621 0.404 0.226 0.740 0.483 0.544 0.998 0.992 0.482 0.732 0.540 0.885 0.510 0.539 INFO: 2024-07-13 16:05:44,985: llmtf.base.darumeru/cp_para_en: Processing Dataset: 675.46s INFO: 2024-07-13 16:05:45,001: llmtf.base.darumeru/cp_para_en: Results for darumeru/cp_para_en: INFO: 2024-07-13 16:05:45,005: llmtf.base.darumeru/cp_para_en: {'symbol_per_token': 3.9643938387294457, 'len': 0.9964159562157313, 'lcs': 0.8708087545759775} INFO: 2024-07-13 16:05:45,005: llmtf.base.evaluator: Ended eval INFO: 2024-07-13 16:05:45,019: llmtf.base.evaluator: mean daru/treewayextractive darumeru/MultiQ darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/cp_para_en darumeru/cp_sent_en darumeru/cp_sent_ru darumeru/ruMMLU darumeru/ruOpenBookQA darumeru/ruTiE darumeru/ruWorldTree nlpcoreteam/ruMMLU russiannlp/rucola_custom 0.639 0.404 0.226 0.740 0.483 0.544 0.871 0.998 0.992 0.482 0.732 0.540 0.885 0.510 0.539 INFO: 2024-07-13 16:08:51,609: llmtf.base.nlpcoreteam/enMMLU: Processing Dataset: 543.18s INFO: 2024-07-13 16:08:51,613: llmtf.base.nlpcoreteam/enMMLU: Results for nlpcoreteam/enMMLU: INFO: 2024-07-13 16:08:51,652: llmtf.base.nlpcoreteam/enMMLU: metric subject abstract_algebra 0.330000 anatomy 0.629630 astronomy 0.657895 business_ethics 0.650000 clinical_knowledge 0.675472 college_biology 0.729167 college_chemistry 0.490000 college_computer_science 0.540000 college_mathematics 0.380000 college_medicine 0.641618 college_physics 0.343137 computer_security 0.700000 conceptual_physics 0.561702 econometrics 0.456140 electrical_engineering 0.600000 elementary_mathematics 0.412698 formal_logic 0.468254 global_facts 0.310000 high_school_biology 0.787097 high_school_chemistry 0.443350 high_school_computer_science 0.670000 high_school_european_history 0.763636 high_school_geography 0.792929 high_school_government_and_politics 0.880829 high_school_macroeconomics 0.612821 high_school_mathematics 0.337037 high_school_microeconomics 0.642857 high_school_physics 0.344371 high_school_psychology 0.823853 high_school_statistics 0.472222 high_school_us_history 0.794118 high_school_world_history 0.818565 human_aging 0.726457 human_sexuality 0.740458 international_law 0.727273 jurisprudence 0.722222 logical_fallacies 0.760736 machine_learning 0.455357 management 0.776699 marketing 0.858974 medical_genetics 0.690000 miscellaneous 0.828863 moral_disputes 0.679191 moral_scenarios 0.234637 nutrition 0.715686 philosophy 0.655949 prehistory 0.672840 professional_accounting 0.464539 professional_law 0.470013 professional_medicine 0.705882 professional_psychology 0.617647 public_relations 0.636364 security_studies 0.673469 sociology 0.855721 us_foreign_policy 0.850000 virology 0.524096 world_religions 0.859649 INFO: 2024-07-13 16:08:51,659: llmtf.base.nlpcoreteam/enMMLU: metric subject STEM 0.514113 humanities 0.663622 other (business, health, misc.) 0.656994 social sciences 0.715257 INFO: 2024-07-13 16:08:51,667: llmtf.base.nlpcoreteam/enMMLU: {'acc': 0.6374965559822189} INFO: 2024-07-13 16:08:51,699: llmtf.base.evaluator: Ended eval INFO: 2024-07-13 16:08:51,725: llmtf.base.evaluator: mean daru/treewayextractive darumeru/MultiQ darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/cp_para_en darumeru/cp_sent_en darumeru/cp_sent_ru darumeru/ruMMLU darumeru/ruOpenBookQA darumeru/ruTiE darumeru/ruWorldTree nlpcoreteam/enMMLU nlpcoreteam/ruMMLU russiannlp/rucola_custom 0.639 0.404 0.226 0.740 0.483 0.544 0.871 0.998 0.992 0.482 0.732 0.540 0.885 0.637 0.510 0.539 INFO: 2024-07-13 16:09:46,454: llmtf.base.darumeru/USE: Processing Dataset: 644.55s INFO: 2024-07-13 16:09:46,455: llmtf.base.darumeru/USE: Results for darumeru/USE: INFO: 2024-07-13 16:09:46,460: llmtf.base.darumeru/USE: {'grade_norm': 0.06372549019607841} INFO: 2024-07-13 16:09:46,463: llmtf.base.evaluator: Ended eval INFO: 2024-07-13 16:09:46,471: llmtf.base.evaluator: mean daru/treewayextractive darumeru/MultiQ darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/USE darumeru/cp_para_en darumeru/cp_sent_en darumeru/cp_sent_ru darumeru/ruMMLU darumeru/ruOpenBookQA darumeru/ruTiE darumeru/ruWorldTree nlpcoreteam/enMMLU nlpcoreteam/ruMMLU russiannlp/rucola_custom 0.603 0.404 0.226 0.740 0.483 0.544 0.064 0.871 0.998 0.992 0.482 0.732 0.540 0.885 0.637 0.510 0.539 INFO: 2024-07-13 16:11:54,088: llmtf.base.darumeru/cp_para_ru: Processing Dataset: 902.88s INFO: 2024-07-13 16:11:54,105: llmtf.base.darumeru/cp_para_ru: Results for darumeru/cp_para_ru: INFO: 2024-07-13 16:11:54,109: llmtf.base.darumeru/cp_para_ru: {'symbol_per_token': 2.469447282753646, 'len': 0.992235195524327, 'lcs': 0.8233434585815769} INFO: 2024-07-13 16:11:54,110: llmtf.base.evaluator: Ended eval INFO: 2024-07-13 16:11:54,121: 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 0.616 0.404 0.226 0.740 0.483 0.544 0.064 0.871 0.823 0.998 0.992 0.482 0.732 0.540 0.885 0.637 0.510 0.539 INFO: 2024-07-13 16:31:24,219: llmtf.base.daru/treewayabstractive: Processing Dataset: 2747.36s INFO: 2024-07-13 16:31:24,232: llmtf.base.daru/treewayabstractive: Results for daru/treewayabstractive: INFO: 2024-07-13 16:31:24,273: llmtf.base.daru/treewayabstractive: {'rouge1': 0.3460301339685849, 'rouge2': 0.12444606939274086} INFO: 2024-07-13 16:31:24,276: llmtf.base.evaluator: Ended eval INFO: 2024-07-13 16:31:24,499: 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 0.595 0.235 0.404 0.226 0.740 0.483 0.544 0.064 0.871 0.823 0.998 0.992 0.482 0.732 0.540 0.885 0.637 0.510 0.539