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INFO: 2024-07-13 13:06:42,477: 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: 2024-07-13 13:06:42,478: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 128009]
INFO: 2024-07-13 13:06:42,478: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-13 13:06:44,033: llmtf.base.evaluator: Starting eval on ['darumeru/rummlu']
INFO: 2024-07-13 13:06:44,033: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 128009]
INFO: 2024-07-13 13:06:44,034: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-13 13:06:46,123: llmtf.base.darumeru/MultiQ: Loading Dataset: 3.64s
INFO: 2024-07-13 13:06:46,972: llmtf.base.evaluator: Starting eval on ['nlpcoreteam/rummlu']
INFO: 2024-07-13 13:06:46,973: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 128009]
INFO: 2024-07-13 13:06:46,973: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-13 13:06:48,288: llmtf.base.evaluator: Starting eval on ['nlpcoreteam/enmmlu']
INFO: 2024-07-13 13:06:48,289: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 128009]
INFO: 2024-07-13 13:06:48,289: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-13 13:06:49,477: llmtf.base.evaluator: Starting eval on ['daru/treewayabstractive']
INFO: 2024-07-13 13:06:49,477: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 128009]
INFO: 2024-07-13 13:06:49,477: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-13 13:06:51,901: llmtf.base.evaluator: Starting eval on ['daru/treewayextractive']
INFO: 2024-07-13 13:06:51,902: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 128009]
INFO: 2024-07-13 13:06:51,902: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-13 13:06:52,530: llmtf.base.darumeru/ruMMLU: Loading Dataset: 8.50s
INFO: 2024-07-13 13:06:54,037: llmtf.base.evaluator: Starting eval on ['darumeru/cp_sent_ru', 'darumeru/cp_sent_en', 'darumeru/cp_para_ru', 'darumeru/cp_para_en']
INFO: 2024-07-13 13:06:54,038: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 128009]
INFO: 2024-07-13 13:06:54,038: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-13 13:06:54,152: llmtf.base.daru/treewayabstractive: Loading Dataset: 4.67s
INFO: 2024-07-13 13:06:57,042: llmtf.base.darumeru/cp_sent_ru: Loading Dataset: 3.00s
INFO: 2024-07-13 13:07:04,330: llmtf.base.daru/treewayextractive: Loading Dataset: 12.43s
INFO: 2024-07-13 13:08:59,119: llmtf.base.nlpcoreteam/enMMLU: Loading Dataset: 130.83s
INFO: 2024-07-13 13:09:01,308: llmtf.base.nlpcoreteam/ruMMLU: Loading Dataset: 134.34s
INFO: 2024-07-13 13:12:26,549: llmtf.base.darumeru/ruMMLU: Processing Dataset: 334.02s
INFO: 2024-07-13 13:12:26,569: llmtf.base.darumeru/ruMMLU: Results for darumeru/ruMMLU:
INFO: 2024-07-13 13:12:26,605: llmtf.base.darumeru/ruMMLU: {'acc': 0.5042402474309089}
INFO: 2024-07-13 13:12:26,639: llmtf.base.evaluator: Ended eval
INFO: 2024-07-13 13:12:26,644: llmtf.base.evaluator:
mean darumeru/ruMMLU
0.504 0.504
INFO: 2024-07-13 13:12:35,964: llmtf.base.darumeru/cp_sent_ru: Processing Dataset: 338.92s
INFO: 2024-07-13 13:12:35,966: llmtf.base.darumeru/cp_sent_ru: Results for darumeru/cp_sent_ru:
INFO: 2024-07-13 13:12:35,983: llmtf.base.darumeru/cp_sent_ru: {'symbol_per_token': 2.8293102506953463, 'len': 0.9929886396176525, 'lcs': 0.953477206492652}
INFO: 2024-07-13 13:12:35,984: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 128009]
INFO: 2024-07-13 13:12:35,984: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-13 13:12:38,582: llmtf.base.darumeru/cp_sent_en: Loading Dataset: 2.60s
INFO: 2024-07-13 13:13:35,377: llmtf.base.daru/treewayextractive: Processing Dataset: 391.05s
INFO: 2024-07-13 13:13:35,379: llmtf.base.daru/treewayextractive: Results for daru/treewayextractive:
INFO: 2024-07-13 13:13:35,639: llmtf.base.daru/treewayextractive: {'r-prec': 0.39700050505050505}
INFO: 2024-07-13 13:13:35,689: llmtf.base.evaluator: Ended eval
INFO: 2024-07-13 13:13:35,694: llmtf.base.evaluator:
mean daru/treewayextractive darumeru/cp_sent_ru darumeru/ruMMLU
0.631 0.397 0.993 0.504
INFO: 2024-07-13 13:13:51,410: llmtf.base.nlpcoreteam/enMMLU: Processing Dataset: 292.29s
INFO: 2024-07-13 13:13:51,411: llmtf.base.nlpcoreteam/enMMLU: Results for nlpcoreteam/enMMLU:
INFO: 2024-07-13 13:13:51,455: llmtf.base.nlpcoreteam/enMMLU: metric
subject
abstract_algebra 0.350000
anatomy 0.718519
astronomy 0.750000
business_ethics 0.710000
clinical_knowledge 0.735849
college_biology 0.791667
college_chemistry 0.470000
college_computer_science 0.600000
college_mathematics 0.300000
college_medicine 0.647399
college_physics 0.480392
computer_security 0.760000
conceptual_physics 0.561702
econometrics 0.517544
electrical_engineering 0.613793
elementary_mathematics 0.481481
formal_logic 0.523810
global_facts 0.400000
high_school_biology 0.803226
high_school_chemistry 0.536946
high_school_computer_science 0.720000
high_school_european_history 0.739394
high_school_geography 0.823232
high_school_government_and_politics 0.865285
high_school_macroeconomics 0.628205
high_school_mathematics 0.370370
high_school_microeconomics 0.752101
high_school_physics 0.423841
high_school_psychology 0.851376
high_school_statistics 0.537037
high_school_us_history 0.818627
high_school_world_history 0.843882
human_aging 0.721973
human_sexuality 0.778626
international_law 0.760331
jurisprudence 0.796296
logical_fallacies 0.785276
machine_learning 0.464286
management 0.805825
marketing 0.893162
medical_genetics 0.780000
miscellaneous 0.840358
moral_disputes 0.690751
moral_scenarios 0.290503
nutrition 0.764706
philosophy 0.713826
prehistory 0.697531
professional_accounting 0.539007
professional_law 0.479791
professional_medicine 0.731618
professional_psychology 0.674837
public_relations 0.663636
security_studies 0.718367
sociology 0.825871
us_foreign_policy 0.890000
virology 0.487952
world_religions 0.824561
INFO: 2024-07-13 13:13:51,463: llmtf.base.nlpcoreteam/enMMLU: metric
subject
STEM 0.556375
humanities 0.689583
other (business, health, misc.) 0.698312
social sciences 0.749090
INFO: 2024-07-13 13:13:51,503: llmtf.base.nlpcoreteam/enMMLU: {'acc': 0.6733398878133504}
INFO: 2024-07-13 13:13:51,533: llmtf.base.evaluator: Ended eval
INFO: 2024-07-13 13:13:51,542: llmtf.base.evaluator:
mean daru/treewayextractive darumeru/cp_sent_ru darumeru/ruMMLU nlpcoreteam/enMMLU
0.642 0.397 0.993 0.504 0.673
INFO: 2024-07-13 13:15:18,855: llmtf.base.nlpcoreteam/ruMMLU: Processing Dataset: 377.54s
INFO: 2024-07-13 13:15:18,874: llmtf.base.nlpcoreteam/ruMMLU: Results for nlpcoreteam/ruMMLU:
INFO: 2024-07-13 13:15:18,919: llmtf.base.nlpcoreteam/ruMMLU: metric
subject
abstract_algebra 0.290000
anatomy 0.451852
astronomy 0.657895
business_ethics 0.600000
clinical_knowledge 0.569811
college_biology 0.541667
college_chemistry 0.400000
college_computer_science 0.460000
college_mathematics 0.320000
college_medicine 0.508671
college_physics 0.352941
computer_security 0.570000
conceptual_physics 0.489362
econometrics 0.350877
electrical_engineering 0.544828
elementary_mathematics 0.415344
formal_logic 0.396825
global_facts 0.350000
high_school_biology 0.641935
high_school_chemistry 0.423645
high_school_computer_science 0.610000
high_school_european_history 0.715152
high_school_geography 0.656566
high_school_government_and_politics 0.595855
high_school_macroeconomics 0.515385
high_school_mathematics 0.340741
high_school_microeconomics 0.500000
high_school_physics 0.357616
high_school_psychology 0.669725
high_school_statistics 0.467593
high_school_us_history 0.656863
high_school_world_history 0.717300
human_aging 0.551570
human_sexuality 0.664122
international_law 0.702479
jurisprudence 0.592593
logical_fallacies 0.527607
machine_learning 0.348214
management 0.660194
marketing 0.700855
medical_genetics 0.560000
miscellaneous 0.644955
moral_disputes 0.566474
moral_scenarios 0.249162
nutrition 0.594771
philosophy 0.569132
prehistory 0.555556
professional_accounting 0.393617
professional_law 0.354628
professional_medicine 0.518382
professional_psychology 0.485294
public_relations 0.572727
security_studies 0.620408
sociology 0.706468
us_foreign_policy 0.750000
virology 0.421687
world_religions 0.695906
INFO: 2024-07-13 13:15:18,927: llmtf.base.nlpcoreteam/ruMMLU: metric
subject
STEM 0.457321
humanities 0.561514
other (business, health, misc.) 0.537597
social sciences 0.590619
INFO: 2024-07-13 13:15:18,951: llmtf.base.nlpcoreteam/ruMMLU: {'acc': 0.5367627679313186}
INFO: 2024-07-13 13:15:18,984: llmtf.base.evaluator: Ended eval
INFO: 2024-07-13 13:15:18,998: llmtf.base.evaluator:
mean daru/treewayextractive darumeru/cp_sent_ru darumeru/ruMMLU nlpcoreteam/enMMLU nlpcoreteam/ruMMLU
0.621 0.397 0.993 0.504 0.673 0.537
INFO: 2024-07-13 13:15:48,358: llmtf.base.darumeru/MultiQ: Processing Dataset: 542.23s
INFO: 2024-07-13 13:15:48,361: llmtf.base.darumeru/MultiQ: Results for darumeru/MultiQ:
INFO: 2024-07-13 13:15:48,379: llmtf.base.darumeru/MultiQ: {'f1': 0.33915052106075755, 'em': 0.20936902485659656}
INFO: 2024-07-13 13:15:48,384: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 128009]
INFO: 2024-07-13 13:15:48,384: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-13 13:15:50,766: llmtf.base.darumeru/PARus: Loading Dataset: 2.38s
INFO: 2024-07-13 13:15:54,325: llmtf.base.darumeru/PARus: Processing Dataset: 3.56s
INFO: 2024-07-13 13:15:54,326: llmtf.base.darumeru/PARus: Results for darumeru/PARus:
INFO: 2024-07-13 13:15:54,338: llmtf.base.darumeru/PARus: {'acc': 0.65}
INFO: 2024-07-13 13:15:54,339: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 128009]
INFO: 2024-07-13 13:15:54,339: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-13 13:15:56,401: llmtf.base.darumeru/RCB: Loading Dataset: 2.06s
INFO: 2024-07-13 13:16:02,241: llmtf.base.darumeru/RCB: Processing Dataset: 5.84s
INFO: 2024-07-13 13:16:02,243: llmtf.base.darumeru/RCB: Results for darumeru/RCB:
INFO: 2024-07-13 13:16:02,295: llmtf.base.darumeru/RCB: {'acc': 0.4954545454545455, 'f1_macro': 0.42697840772670775}
INFO: 2024-07-13 13:16:02,296: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 128009]
INFO: 2024-07-13 13:16:02,296: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-13 13:16:04,916: llmtf.base.darumeru/ruOpenBookQA: Loading Dataset: 2.62s
INFO: 2024-07-13 13:16:47,543: llmtf.base.darumeru/ruOpenBookQA: Processing Dataset: 42.62s
INFO: 2024-07-13 13:16:47,544: llmtf.base.darumeru/ruOpenBookQA: Results for darumeru/ruOpenBookQA:
INFO: 2024-07-13 13:16:47,557: llmtf.base.darumeru/ruOpenBookQA: {'acc': 0.6907216494845361, 'f1_macro': 0.6910980854343433}
INFO: 2024-07-13 13:16:47,563: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 128009]
INFO: 2024-07-13 13:16:47,564: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-13 13:16:54,322: llmtf.base.darumeru/cp_sent_en: Processing Dataset: 255.74s
INFO: 2024-07-13 13:16:54,324: llmtf.base.darumeru/cp_sent_en: Results for darumeru/cp_sent_en:
INFO: 2024-07-13 13:16:54,342: llmtf.base.darumeru/cp_sent_en: {'symbol_per_token': 4.424907714143083, 'len': 0.9996416196590585, 'lcs': 0.995460815828734}
INFO: 2024-07-13 13:16:54,344: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 128009]
INFO: 2024-07-13 13:16:54,344: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-13 13:16:55,127: llmtf.base.darumeru/ruTiE: Loading Dataset: 7.56s
INFO: 2024-07-13 13:16:56,721: llmtf.base.darumeru/cp_para_ru: Loading Dataset: 2.38s
INFO: 2024-07-13 13:21:22,963: llmtf.base.darumeru/ruTiE: Processing Dataset: 267.83s
INFO: 2024-07-13 13:21:22,978: llmtf.base.darumeru/ruTiE: Results for darumeru/ruTiE:
INFO: 2024-07-13 13:21:23,054: llmtf.base.darumeru/ruTiE: {'acc': 0.34186046511627904}
INFO: 2024-07-13 13:21:23,057: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 128009]
INFO: 2024-07-13 13:21:23,057: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-13 13:21:24,849: llmtf.base.darumeru/ruWorldTree: Loading Dataset: 1.79s
INFO: 2024-07-13 13:21:27,002: llmtf.base.darumeru/ruWorldTree: Processing Dataset: 2.15s
INFO: 2024-07-13 13:21:27,004: llmtf.base.darumeru/ruWorldTree: Results for darumeru/ruWorldTree:
INFO: 2024-07-13 13:21:27,027: llmtf.base.darumeru/ruWorldTree: {'acc': 0.8476190476190476, 'f1_macro': 0.8445201637796824}
INFO: 2024-07-13 13:21:27,028: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 128009]
INFO: 2024-07-13 13:21:27,028: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-13 13:21:29,323: llmtf.base.darumeru/RWSD: Loading Dataset: 2.29s
INFO: 2024-07-13 13:21:35,055: llmtf.base.darumeru/RWSD: Processing Dataset: 5.73s
INFO: 2024-07-13 13:21:35,057: llmtf.base.darumeru/RWSD: Results for darumeru/RWSD:
INFO: 2024-07-13 13:21:35,091: llmtf.base.darumeru/RWSD: {'acc': 0.553921568627451}
INFO: 2024-07-13 13:21:35,092: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 128009]
INFO: 2024-07-13 13:21:35,092: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-13 13:21:37,982: llmtf.base.darumeru/USE: Loading Dataset: 2.89s
INFO: 2024-07-13 13:21:53,199: llmtf.base.daru/treewayabstractive: Processing Dataset: 899.05s
INFO: 2024-07-13 13:21:53,201: llmtf.base.daru/treewayabstractive: Results for daru/treewayabstractive:
INFO: 2024-07-13 13:21:53,219: llmtf.base.daru/treewayabstractive: {'rouge1': 0.35674467491487294, 'rouge2': 0.12769113616404126}
INFO: 2024-07-13 13:21:53,221: llmtf.base.evaluator: Ended eval
INFO: 2024-07-13 13:21:53,266: llmtf.base.evaluator:
mean daru/treewayabstractive 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/enMMLU nlpcoreteam/ruMMLU
0.583 0.242 0.397 0.274 0.650 0.461 0.554 1.000 0.993 0.504 0.691 0.342 0.846 0.673 0.537
INFO: 2024-07-13 13:24:49,689: llmtf.base.darumeru/cp_para_ru: Processing Dataset: 472.97s
INFO: 2024-07-13 13:24:49,693: llmtf.base.darumeru/cp_para_ru: Results for darumeru/cp_para_ru:
INFO: 2024-07-13 13:24:49,698: llmtf.base.darumeru/cp_para_ru: {'symbol_per_token': 2.9656304047043975, 'len': 0.9936794435466832, 'lcs': 0.901150773678293}
INFO: 2024-07-13 13:24:49,699: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 128009]
INFO: 2024-07-13 13:24:49,699: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-13 13:24:51,784: llmtf.base.darumeru/cp_para_en: Loading Dataset: 2.08s
INFO: 2024-07-13 13:29:37,864: llmtf.base.darumeru/USE: Processing Dataset: 479.88s
INFO: 2024-07-13 13:29:37,867: llmtf.base.darumeru/USE: Results for darumeru/USE:
INFO: 2024-07-13 13:29:37,886: llmtf.base.darumeru/USE: {'grade_norm': 0.07647058823529411}
INFO: 2024-07-13 13:29:37,889: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 128009]
INFO: 2024-07-13 13:29:37,889: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
INFO: 2024-07-13 13:29:42,224: llmtf.base.russiannlp/rucola_custom: Loading Dataset: 4.33s
INFO: 2024-07-13 13:30:32,690: llmtf.base.russiannlp/rucola_custom: Processing Dataset: 50.47s
INFO: 2024-07-13 13:30:32,694: llmtf.base.russiannlp/rucola_custom: Results for russiannlp/rucola_custom:
INFO: 2024-07-13 13:30:32,706: llmtf.base.russiannlp/rucola_custom: {'acc': 0.7064944384642985, 'mcc': 0.26116373189147757}
INFO: 2024-07-13 13:30:32,710: llmtf.base.evaluator: Ended eval
INFO: 2024-07-13 13:30:32,733: llmtf.base.evaluator:
mean daru/treewayabstractive daru/treewayextractive darumeru/MultiQ darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/USE 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
0.566 0.242 0.397 0.274 0.650 0.461 0.554 0.076 0.901 1.000 0.993 0.504 0.691 0.342 0.846 0.673 0.537 0.484
INFO: 2024-07-13 13:30:46,511: llmtf.base.darumeru/cp_para_en: Processing Dataset: 354.73s
INFO: 2024-07-13 13:30:46,513: llmtf.base.darumeru/cp_para_en: Results for darumeru/cp_para_en:
INFO: 2024-07-13 13:30:46,533: llmtf.base.darumeru/cp_para_en: {'symbol_per_token': 4.463140535341514, 'len': 0.9941296296409974, 'lcs': 0.955732821155511}
INFO: 2024-07-13 13:30:46,534: llmtf.base.evaluator: Ended eval
INFO: 2024-07-13 13:30:46,543: 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
0.588 0.242 0.397 0.274 0.650 0.461 0.554 0.076 0.956 0.901 1.000 0.993 0.504 0.691 0.342 0.846 0.673 0.537 0.484