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Last active February 12, 2024 23:23
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mistral MMLU
Raw
grouped_results.md

hf (pretrained=mistralai/Mistral-7B-v0.1), gen_kwargs: (None), limit: None, num_fewshot: None, batch_size: 8

Tasks Version Filter n-shot Metric Value Stderr
mmlu N/A none 0 acc 0.6273 ± 0.0294
- humanities N/A none None acc 0.6520 ± 0.0233
- formal_logic 0 none None acc 0.3571 ± 0.0429
- high_school_european_history 0 none None acc 0.7455 ± 0.0340
- high_school_us_history 0 none None acc 0.7549 ± 0.0302
- high_school_world_history 0 none None acc 0.7764 ± 0.0271
- international_law 0 none None acc 0.7521 ± 0.0394
- jurisprudence 0 none None acc 0.7500 ± 0.0419
- logical_fallacies 0 none None acc 0.7607 ± 0.0335
- moral_disputes 0 none None acc 0.6792 ± 0.0251
- moral_scenarios 0 none None acc 0.2413 ± 0.0143
- philosophy 0 none None acc 0.6849 ± 0.0264
- prehistory 0 none None acc 0.7160 ± 0.0251
- professional_law 0 none None acc 0.4446 ± 0.0127
- world_religions 0 none None acc 0.8129 ± 0.0299
- other N/A none None acc 0.6461 ± 0.0299
- business_ethics 0 none None acc 0.5900 ± 0.0494
- clinical_knowledge 0 none None acc 0.6868 ± 0.0285
- college_medicine 0 none None acc 0.5954 ± 0.0374
- global_facts 0 none None acc 0.4000 ± 0.0492
- human_aging 0 none None acc 0.6502 ± 0.0320
- management 0 none None acc 0.7767 ± 0.0412
- marketing 0 none None acc 0.8547 ± 0.0231
- medical_genetics 0 none None acc 0.7100 ± 0.0456
- miscellaneous 0 none None acc 0.7944 ± 0.0145
- nutrition 0 none None acc 0.6993 ± 0.0263
- professional_accounting 0 none None acc 0.4574 ± 0.0297
- professional_medicine 0 none None acc 0.6838 ± 0.0282
- virology 0 none None acc 0.5000 ± 0.0389
- social_sciences N/A none None acc 0.7024 ± 0.0276
- econometrics 0 none None acc 0.4211 ± 0.0464
- high_school_geography 0 none None acc 0.7475 ± 0.0310
- high_school_government_and_politics 0 none None acc 0.8394 ± 0.0265
- high_school_macroeconomics 0 none None acc 0.5872 ± 0.0250
- high_school_microeconomics 0 none None acc 0.6218 ± 0.0315
- high_school_psychology 0 none None acc 0.7798 ± 0.0178
- human_sexuality 0 none None acc 0.7557 ± 0.0377
- professional_psychology 0 none None acc 0.6144 ± 0.0197
- public_relations 0 none None acc 0.6636 ± 0.0453
- security_studies 0 none None acc 0.6980 ± 0.0294
- sociology 0 none None acc 0.8607 ± 0.0245
- us_foreign_policy 0 none None acc 0.8400 ± 0.0368
- stem N/A none None acc 0.5087 ± 0.0375
- abstract_algebra 0 none None acc 0.3000 ± 0.0461
- anatomy 0 none None acc 0.5556 ± 0.0429
- astronomy 0 none None acc 0.6184 ± 0.0395
- college_biology 0 none None acc 0.6667 ± 0.0394
- college_chemistry 0 none None acc 0.4500 ± 0.0500
- college_computer_science 0 none None acc 0.5500 ± 0.0500
- college_mathematics 0 none None acc 0.3400 ± 0.0476
- college_physics 0 none None acc 0.4510 ± 0.0495
- computer_security 0 none None acc 0.7400 ± 0.0441
- conceptual_physics 0 none None acc 0.5277 ± 0.0326
- electrical_engineering 0 none None acc 0.5862 ± 0.0410
- elementary_mathematics 0 none None acc 0.3968 ± 0.0252
- high_school_biology 0 none None acc 0.7419 ± 0.0249
- high_school_chemistry 0 none None acc 0.5025 ± 0.0352
- high_school_computer_science 0 none None acc 0.6400 ± 0.0482
- high_school_mathematics 0 none None acc 0.3444 ± 0.0290
- high_school_physics 0 none None acc 0.3046 ± 0.0376
- high_school_statistics 0 none None acc 0.4676 ± 0.0340
- machine_learning 0 none None acc 0.4821 ± 0.0474
Groups Version Filter n-shot Metric Value Stderr
mmlu N/A none 0 acc 0.6273 ± 0.0294
- humanities N/A none None acc 0.6520 ± 0.0233
- other N/A none None acc 0.6461 ± 0.0299
- social_sciences N/A none None acc 0.7024 ± 0.0276
- stem N/A none None acc 0.5087 ± 0.0375

real 8m7.630s

user 4m50.151s

sys 0m15.217s

Raw
original_results.md

hf (pretrained=mistralai/Mistral-7B-v0.1), gen_kwargs: (None), limit: None, num_fewshot: None, batch_size: 8

Tasks Version Filter n-shot Metric Value Stderr
mmlu N/A none 0 acc 0.6270 ± 0.0294
- humanities N/A none None acc 0.6524 ± 0.0233
- formal_logic 0 none None acc 0.3571 ± 0.0429
- high_school_european_history 0 none None acc 0.7515 ± 0.0337
- high_school_us_history 0 none None acc 0.7500 ± 0.0304
- high_school_world_history 0 none None acc 0.7764 ± 0.0271
- international_law 0 none None acc 0.7521 ± 0.0394
- jurisprudence 0 none None acc 0.7500 ± 0.0419
- logical_fallacies 0 none None acc 0.7607 ± 0.0335
- moral_disputes 0 none None acc 0.6792 ± 0.0251
- moral_scenarios 0 none None acc 0.2413 ± 0.0143
- philosophy 0 none None acc 0.6849 ± 0.0264
- prehistory 0 none None acc 0.7191 ± 0.0250
- professional_law 0 none None acc 0.4459 ± 0.0127
- world_religions 0 none None acc 0.8129 ± 0.0299
- other N/A none None acc 0.6456 ± 0.0299
- business_ethics 0 none None acc 0.5900 ± 0.0494
- clinical_knowledge 0 none None acc 0.6868 ± 0.0285
- college_medicine 0 none None acc 0.5896 ± 0.0375
- global_facts 0 none None acc 0.4000 ± 0.0492
- human_aging 0 none None acc 0.6502 ± 0.0320
- management 0 none None acc 0.7767 ± 0.0412
- marketing 0 none None acc 0.8547 ± 0.0231
- medical_genetics 0 none None acc 0.7100 ± 0.0456
- miscellaneous 0 none None acc 0.7944 ± 0.0145
- nutrition 0 none None acc 0.6993 ± 0.0263
- professional_accounting 0 none None acc 0.4574 ± 0.0297
- professional_medicine 0 none None acc 0.6838 ± 0.0282
- virology 0 none None acc 0.5000 ± 0.0389
- social_sciences N/A none None acc 0.7013 ± 0.0276
- econometrics 0 none None acc 0.4211 ± 0.0464
- high_school_geography 0 none None acc 0.7475 ± 0.0310
- high_school_government_and_politics 0 none None acc 0.8394 ± 0.0265
- high_school_macroeconomics 0 none None acc 0.5872 ± 0.0250
- high_school_microeconomics 0 none None acc 0.6218 ± 0.0315
- high_school_psychology 0 none None acc 0.7798 ± 0.0178
- human_sexuality 0 none None acc 0.7557 ± 0.0377
- professional_psychology 0 none None acc 0.6144 ± 0.0197
- public_relations 0 none None acc 0.6545 ± 0.0455
- security_studies 0 none None acc 0.6939 ± 0.0295
- sociology 0 none None acc 0.8607 ± 0.0245
- us_foreign_policy 0 none None acc 0.8400 ± 0.0368
- stem N/A none None acc 0.5085 ± 0.0376
- abstract_algebra 0 none None acc 0.3000 ± 0.0461
- anatomy 0 none None acc 0.5556 ± 0.0429
- astronomy 0 none None acc 0.6184 ± 0.0395
- college_biology 0 none None acc 0.6667 ± 0.0394
- college_chemistry 0 none None acc 0.4500 ± 0.0500
- college_computer_science 0 none None acc 0.5500 ± 0.0500
- college_mathematics 0 none None acc 0.3400 ± 0.0476
- college_physics 0 none None acc 0.4510 ± 0.0495
- computer_security 0 none None acc 0.7400 ± 0.0441
- conceptual_physics 0 none None acc 0.5277 ± 0.0326
- electrical_engineering 0 none None acc 0.5862 ± 0.0410
- elementary_mathematics 0 none None acc 0.3968 ± 0.0252
- high_school_biology 0 none None acc 0.7355 ± 0.0251
- high_school_chemistry 0 none None acc 0.5025 ± 0.0352
- high_school_computer_science 0 none None acc 0.6400 ± 0.0482
- high_school_mathematics 0 none None acc 0.3444 ± 0.0290
- high_school_physics 0 none None acc 0.3113 ± 0.0378
- high_school_statistics 0 none None acc 0.4630 ± 0.0340
- machine_learning 0 none None acc 0.4821 ± 0.0474
Groups Version Filter n-shot Metric Value Stderr
mmlu N/A none 0 acc 0.6270 ± 0.0294
- humanities N/A none None acc 0.6524 ± 0.0233
- other N/A none None acc 0.6456 ± 0.0299
- social_sciences N/A none None acc 0.7013 ± 0.0276
- stem N/A none None acc 0.5085 ± 0.0376

real 17m7.786s

user 13m27.244s

sys 0m40.167s

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