| [2026-07-09 09:01:30,114][model][INFO] - Setting pad_token as eos token: <|end_of_text|> |
| [2026-07-09 09:02:20,449][trainer][INFO] - GradDiff Trainer loaded, output_dir: ./saves/unlearn/multilingual/Llama-3.1-8B/books.all/chapters.all/GradDiff.NLL/ko |
| [2026-07-09 10:34:18,279][lm_eval.models.huggingface][WARNING] - `pretrained` model kwarg is not of type `str`. Many other model arguments may be ignored. Please do not launch via accelerate or use `parallelize=True` if passing an existing model this way. |
| [2026-07-09 10:34:20,071][lm_eval.models.huggingface][WARNING] - Passed an already-initialized model through `pretrained`, assuming single-process call to evaluate() or custom distributed integration |
| [2026-07-09 10:34:20,073][lm_eval.evaluator][INFO] - Setting random seed to 0 | Setting numpy seed to 1234 | Setting torch manual seed to 1234 | Setting fewshot manual seed to 1234 |
| [2026-07-09 10:34:20,073][lm_eval.evaluator][INFO] - Using pre-initialized model |
| [2026-07-09 10:36:02,465][lm_eval.evaluator_utils][INFO] - Selected tasks: |
| [2026-07-09 10:36:02,465][lm_eval.evaluator_utils][INFO] - Group: mmlu |
| [2026-07-09 10:36:02,465][lm_eval.evaluator_utils][INFO] - Group: mmlu_stem |
| [2026-07-09 10:36:02,466][lm_eval.evaluator_utils][INFO] - Task: mmlu_abstract_algebra (mmlu/default/mmlu_abstract_algebra.yaml) |
| [2026-07-09 10:36:02,466][lm_eval.evaluator_utils][INFO] - Task: mmlu_anatomy (mmlu/default/mmlu_anatomy.yaml) |
| [2026-07-09 10:36:02,467][lm_eval.evaluator_utils][INFO] - Task: mmlu_astronomy (mmlu/default/mmlu_astronomy.yaml) |
| [2026-07-09 10:36:02,467][lm_eval.evaluator_utils][INFO] - Task: mmlu_college_biology (mmlu/default/mmlu_college_biology.yaml) |
| [2026-07-09 10:36:02,467][lm_eval.evaluator_utils][INFO] - Task: mmlu_college_chemistry (mmlu/default/mmlu_college_chemistry.yaml) |
| [2026-07-09 10:36:02,468][lm_eval.evaluator_utils][INFO] - Task: mmlu_college_computer_science (mmlu/default/mmlu_college_computer_science.yaml) |
| [2026-07-09 10:36:02,468][lm_eval.evaluator_utils][INFO] - Task: mmlu_college_mathematics (mmlu/default/mmlu_college_mathematics.yaml) |
| [2026-07-09 10:36:02,468][lm_eval.evaluator_utils][INFO] - Task: mmlu_college_physics (mmlu/default/mmlu_college_physics.yaml) |
| [2026-07-09 10:36:02,468][lm_eval.evaluator_utils][INFO] - Task: mmlu_computer_security (mmlu/default/mmlu_computer_security.yaml) |
| [2026-07-09 10:36:02,469][lm_eval.evaluator_utils][INFO] - Task: mmlu_conceptual_physics (mmlu/default/mmlu_conceptual_physics.yaml) |
| [2026-07-09 10:36:02,469][lm_eval.evaluator_utils][INFO] - Task: mmlu_electrical_engineering (mmlu/default/mmlu_electrical_engineering.yaml) |
| [2026-07-09 10:36:02,469][lm_eval.evaluator_utils][INFO] - Task: mmlu_elementary_mathematics (mmlu/default/mmlu_elementary_mathematics.yaml) |
| [2026-07-09 10:36:02,470][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_biology (mmlu/default/mmlu_high_school_biology.yaml) |
| [2026-07-09 10:36:02,470][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_chemistry (mmlu/default/mmlu_high_school_chemistry.yaml) |
| [2026-07-09 10:36:02,470][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_computer_science (mmlu/default/mmlu_high_school_computer_science.yaml) |
| [2026-07-09 10:36:02,471][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_mathematics (mmlu/default/mmlu_high_school_mathematics.yaml) |
| [2026-07-09 10:36:02,471][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_physics (mmlu/default/mmlu_high_school_physics.yaml) |
| [2026-07-09 10:36:02,471][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_statistics (mmlu/default/mmlu_high_school_statistics.yaml) |
| [2026-07-09 10:36:02,471][lm_eval.evaluator_utils][INFO] - Task: mmlu_machine_learning (mmlu/default/mmlu_machine_learning.yaml) |
| [2026-07-09 10:36:02,472][lm_eval.evaluator_utils][INFO] - Group: mmlu_other |
| [2026-07-09 10:36:02,472][lm_eval.evaluator_utils][INFO] - Task: mmlu_business_ethics (mmlu/default/mmlu_business_ethics.yaml) |
| [2026-07-09 10:36:02,472][lm_eval.evaluator_utils][INFO] - Task: mmlu_clinical_knowledge (mmlu/default/mmlu_clinical_knowledge.yaml) |
| [2026-07-09 10:36:02,473][lm_eval.evaluator_utils][INFO] - Task: mmlu_college_medicine (mmlu/default/mmlu_college_medicine.yaml) |
| [2026-07-09 10:36:02,474][lm_eval.evaluator_utils][INFO] - Task: mmlu_global_facts (mmlu/default/mmlu_global_facts.yaml) |
| [2026-07-09 10:36:02,474][lm_eval.evaluator_utils][INFO] - Task: mmlu_human_aging (mmlu/default/mmlu_human_aging.yaml) |
| [2026-07-09 10:36:02,475][lm_eval.evaluator_utils][INFO] - Task: mmlu_management (mmlu/default/mmlu_management.yaml) |
| [2026-07-09 10:36:02,476][lm_eval.evaluator_utils][INFO] - Task: mmlu_marketing (mmlu/default/mmlu_marketing.yaml) |
| [2026-07-09 10:36:02,476][lm_eval.evaluator_utils][INFO] - Task: mmlu_medical_genetics (mmlu/default/mmlu_medical_genetics.yaml) |
| [2026-07-09 10:36:02,477][lm_eval.evaluator_utils][INFO] - Task: mmlu_miscellaneous (mmlu/default/mmlu_miscellaneous.yaml) |
| [2026-07-09 10:36:02,477][lm_eval.evaluator_utils][INFO] - Task: mmlu_nutrition (mmlu/default/mmlu_nutrition.yaml) |
| [2026-07-09 10:36:02,478][lm_eval.evaluator_utils][INFO] - Task: mmlu_professional_accounting (mmlu/default/mmlu_professional_accounting.yaml) |
| [2026-07-09 10:36:02,478][lm_eval.evaluator_utils][INFO] - Task: mmlu_professional_medicine (mmlu/default/mmlu_professional_medicine.yaml) |
| [2026-07-09 10:36:02,479][lm_eval.evaluator_utils][INFO] - Task: mmlu_virology (mmlu/default/mmlu_virology.yaml) |
| [2026-07-09 10:36:02,479][lm_eval.evaluator_utils][INFO] - Group: mmlu_social_sciences |
| [2026-07-09 10:36:02,480][lm_eval.evaluator_utils][INFO] - Task: mmlu_econometrics (mmlu/default/mmlu_econometrics.yaml) |
| [2026-07-09 10:36:02,480][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_geography (mmlu/default/mmlu_high_school_geography.yaml) |
| [2026-07-09 10:36:02,481][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_government_and_politics (mmlu/default/mmlu_high_school_government_and_politics.yaml) |
| [2026-07-09 10:36:02,481][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_macroeconomics (mmlu/default/mmlu_high_school_macroeconomics.yaml) |
| [2026-07-09 10:36:02,482][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_microeconomics (mmlu/default/mmlu_high_school_microeconomics.yaml) |
| [2026-07-09 10:36:02,483][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_psychology (mmlu/default/mmlu_high_school_psychology.yaml) |
| [2026-07-09 10:36:02,483][lm_eval.evaluator_utils][INFO] - Task: mmlu_human_sexuality (mmlu/default/mmlu_human_sexuality.yaml) |
| [2026-07-09 10:36:02,484][lm_eval.evaluator_utils][INFO] - Task: mmlu_professional_psychology (mmlu/default/mmlu_professional_psychology.yaml) |
| [2026-07-09 10:36:02,485][lm_eval.evaluator_utils][INFO] - Task: mmlu_public_relations (mmlu/default/mmlu_public_relations.yaml) |
| [2026-07-09 10:36:02,485][lm_eval.evaluator_utils][INFO] - Task: mmlu_security_studies (mmlu/default/mmlu_security_studies.yaml) |
| [2026-07-09 10:36:02,486][lm_eval.evaluator_utils][INFO] - Task: mmlu_sociology (mmlu/default/mmlu_sociology.yaml) |
| [2026-07-09 10:36:02,487][lm_eval.evaluator_utils][INFO] - Task: mmlu_us_foreign_policy (mmlu/default/mmlu_us_foreign_policy.yaml) |
| [2026-07-09 10:36:02,487][lm_eval.evaluator_utils][INFO] - Group: mmlu_humanities |
| [2026-07-09 10:36:02,487][lm_eval.evaluator_utils][INFO] - Task: mmlu_formal_logic (mmlu/default/mmlu_formal_logic.yaml) |
| [2026-07-09 10:36:02,488][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_european_history (mmlu/default/mmlu_high_school_european_history.yaml) |
| [2026-07-09 10:36:02,489][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_us_history (mmlu/default/mmlu_high_school_us_history.yaml) |
| [2026-07-09 10:36:02,489][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_world_history (mmlu/default/mmlu_high_school_world_history.yaml) |
| [2026-07-09 10:36:02,490][lm_eval.evaluator_utils][INFO] - Task: mmlu_international_law (mmlu/default/mmlu_international_law.yaml) |
| [2026-07-09 10:36:02,490][lm_eval.evaluator_utils][INFO] - Task: mmlu_jurisprudence (mmlu/default/mmlu_jurisprudence.yaml) |
| [2026-07-09 10:36:02,490][lm_eval.evaluator_utils][INFO] - Task: mmlu_logical_fallacies (mmlu/default/mmlu_logical_fallacies.yaml) |
| [2026-07-09 10:36:02,491][lm_eval.evaluator_utils][INFO] - Task: mmlu_moral_disputes (mmlu/default/mmlu_moral_disputes.yaml) |
| [2026-07-09 10:36:02,491][lm_eval.evaluator_utils][INFO] - Task: mmlu_moral_scenarios (mmlu/default/mmlu_moral_scenarios.yaml) |
| [2026-07-09 10:36:02,492][lm_eval.evaluator_utils][INFO] - Task: mmlu_philosophy (mmlu/default/mmlu_philosophy.yaml) |
| [2026-07-09 10:36:02,492][lm_eval.evaluator_utils][INFO] - Task: mmlu_prehistory (mmlu/default/mmlu_prehistory.yaml) |
| [2026-07-09 10:36:02,493][lm_eval.evaluator_utils][INFO] - Task: mmlu_professional_law (mmlu/default/mmlu_professional_law.yaml) |
| [2026-07-09 10:36:02,494][lm_eval.evaluator_utils][INFO] - Task: mmlu_world_religions (mmlu/default/mmlu_world_religions.yaml) |
| [2026-07-09 10:36:02,494][lm_eval.evaluator_utils][INFO] - Group: multilingual_unlearning |
| [2026-07-09 10:36:02,495][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_en (multilingual_unlearning/multilingual_unlearning_harry_potter_en.yaml) |
| [2026-07-09 10:36:02,496][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_fr (multilingual_unlearning/multilingual_unlearning_harry_potter_fr.yaml) |
| [2026-07-09 10:36:02,497][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_ja (multilingual_unlearning/multilingual_unlearning_harry_potter_ja.yaml) |
| [2026-07-09 10:36:02,497][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_vi (multilingual_unlearning/multilingual_unlearning_harry_potter_vi.yaml) |
| [2026-07-09 10:36:02,498][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_zh (multilingual_unlearning/multilingual_unlearning_harry_potter_zh.yaml) |
| [2026-07-09 10:36:02,498][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_ko (multilingual_unlearning/multilingual_unlearning_harry_potter_ko.yaml) |
| [2026-07-09 10:36:02,499][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_es (multilingual_unlearning/multilingual_unlearning_harry_potter_es.yaml) |
| [2026-07-09 10:36:02,499][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_de (multilingual_unlearning/multilingual_unlearning_harry_potter_de.yaml) |
| [2026-07-09 10:36:02,500][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_th (multilingual_unlearning/multilingual_unlearning_harry_potter_th.yaml) |
| [2026-07-09 10:36:02,505][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_en on rank 0... |
| [2026-07-09 10:36:09,831][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_fr on rank 0... |
| [2026-07-09 10:36:15,894][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_ja on rank 0... |
| [2026-07-09 10:36:22,423][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_vi on rank 0... |
| [2026-07-09 10:36:28,717][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_zh on rank 0... |
| [2026-07-09 10:36:34,856][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_ko on rank 0... |
| [2026-07-09 10:36:41,649][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_es on rank 0... |
| [2026-07-09 10:36:47,705][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_de on rank 0... |
| [2026-07-09 10:36:53,739][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_th on rank 0... |
| [2026-07-09 10:36:59,909][lm_eval.api.task][INFO] - Building contexts for mmlu_abstract_algebra on rank 0... |
| [2026-07-09 10:37:00,014][lm_eval.api.task][INFO] - Building contexts for mmlu_anatomy on rank 0... |
| [2026-07-09 10:37:00,155][lm_eval.api.task][INFO] - Building contexts for mmlu_astronomy on rank 0... |
| [2026-07-09 10:37:00,315][lm_eval.api.task][INFO] - Building contexts for mmlu_college_biology on rank 0... |
| [2026-07-09 10:37:00,466][lm_eval.api.task][INFO] - Building contexts for mmlu_college_chemistry on rank 0... |
| [2026-07-09 10:37:00,572][lm_eval.api.task][INFO] - Building contexts for mmlu_college_computer_science on rank 0... |
| [2026-07-09 10:37:00,677][lm_eval.api.task][INFO] - Building contexts for mmlu_college_mathematics on rank 0... |
| [2026-07-09 10:37:00,781][lm_eval.api.task][INFO] - Building contexts for mmlu_college_physics on rank 0... |
| [2026-07-09 10:37:00,889][lm_eval.api.task][INFO] - Building contexts for mmlu_computer_security on rank 0... |
| [2026-07-09 10:37:00,991][lm_eval.api.task][INFO] - Building contexts for mmlu_conceptual_physics on rank 0... |
| [2026-07-09 10:37:01,232][lm_eval.api.task][INFO] - Building contexts for mmlu_electrical_engineering on rank 0... |
| [2026-07-09 10:37:01,382][lm_eval.api.task][INFO] - Building contexts for mmlu_elementary_mathematics on rank 0... |
| [2026-07-09 10:37:01,773][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_biology on rank 0... |
| [2026-07-09 10:37:02,094][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_chemistry on rank 0... |
| [2026-07-09 10:37:02,301][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_computer_science on rank 0... |
| [2026-07-09 10:37:02,405][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_mathematics on rank 0... |
| [2026-07-09 10:37:02,680][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_physics on rank 0... |
| [2026-07-09 10:37:02,835][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_statistics on rank 0... |
| [2026-07-09 10:37:03,601][lm_eval.api.task][INFO] - Building contexts for mmlu_machine_learning on rank 0... |
| [2026-07-09 10:37:03,719][lm_eval.api.task][INFO] - Building contexts for mmlu_business_ethics on rank 0... |
| [2026-07-09 10:37:03,823][lm_eval.api.task][INFO] - Building contexts for mmlu_clinical_knowledge on rank 0... |
| [2026-07-09 10:37:04,095][lm_eval.api.task][INFO] - Building contexts for mmlu_college_medicine on rank 0... |
| [2026-07-09 10:37:04,275][lm_eval.api.task][INFO] - Building contexts for mmlu_global_facts on rank 0... |
| [2026-07-09 10:37:04,382][lm_eval.api.task][INFO] - Building contexts for mmlu_human_aging on rank 0... |
| [2026-07-09 10:37:04,614][lm_eval.api.task][INFO] - Building contexts for mmlu_management on rank 0... |
| [2026-07-09 10:37:04,721][lm_eval.api.task][INFO] - Building contexts for mmlu_marketing on rank 0... |
| [2026-07-09 10:37:04,962][lm_eval.api.task][INFO] - Building contexts for mmlu_medical_genetics on rank 0... |
| [2026-07-09 10:37:05,065][lm_eval.api.task][INFO] - Building contexts for mmlu_miscellaneous on rank 0... |
| [2026-07-09 10:37:05,939][lm_eval.api.task][INFO] - Building contexts for mmlu_nutrition on rank 0... |
| [2026-07-09 10:37:06,374][lm_eval.api.task][INFO] - Building contexts for mmlu_professional_accounting on rank 0... |
| [2026-07-09 10:37:06,660][lm_eval.api.task][INFO] - Building contexts for mmlu_professional_medicine on rank 0... |
| [2026-07-09 10:37:06,944][lm_eval.api.task][INFO] - Building contexts for mmlu_virology on rank 0... |
| [2026-07-09 10:37:07,115][lm_eval.api.task][INFO] - Building contexts for mmlu_econometrics on rank 0... |
| [2026-07-09 10:37:07,232][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_geography on rank 0... |
| [2026-07-09 10:37:07,432][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_government_and_politics on rank 0... |
| [2026-07-09 10:37:07,629][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_macroeconomics on rank 0... |
| [2026-07-09 10:37:08,023][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_microeconomics on rank 0... |
| [2026-07-09 10:37:08,273][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_psychology on rank 0... |
| [2026-07-09 10:37:08,827][lm_eval.api.task][INFO] - Building contexts for mmlu_human_sexuality on rank 0... |
| [2026-07-09 10:37:08,961][lm_eval.api.task][INFO] - Building contexts for mmlu_professional_psychology on rank 0... |
| [2026-07-09 10:37:09,587][lm_eval.api.task][INFO] - Building contexts for mmlu_public_relations on rank 0... |
| [2026-07-09 10:37:09,699][lm_eval.api.task][INFO] - Building contexts for mmlu_security_studies on rank 0... |
| [2026-07-09 10:37:09,950][lm_eval.api.task][INFO] - Building contexts for mmlu_sociology on rank 0... |
| [2026-07-09 10:37:10,158][lm_eval.api.task][INFO] - Building contexts for mmlu_us_foreign_policy on rank 0... |
| [2026-07-09 10:37:10,264][lm_eval.api.task][INFO] - Building contexts for mmlu_formal_logic on rank 0... |
| [2026-07-09 10:37:10,395][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_european_history on rank 0... |
| [2026-07-09 10:37:10,566][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_us_history on rank 0... |
| [2026-07-09 10:37:10,780][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_world_history on rank 0... |
| [2026-07-09 10:37:11,022][lm_eval.api.task][INFO] - Building contexts for mmlu_international_law on rank 0... |
| [2026-07-09 10:37:11,147][lm_eval.api.task][INFO] - Building contexts for mmlu_jurisprudence on rank 0... |
| [2026-07-09 10:37:11,257][lm_eval.api.task][INFO] - Building contexts for mmlu_logical_fallacies on rank 0... |
| [2026-07-09 10:37:11,421][lm_eval.api.task][INFO] - Building contexts for mmlu_moral_disputes on rank 0... |
| [2026-07-09 10:37:11,772][lm_eval.api.task][INFO] - Building contexts for mmlu_moral_scenarios on rank 0... |
| [2026-07-09 10:37:12,680][lm_eval.api.task][INFO] - Building contexts for mmlu_philosophy on rank 0... |
| [2026-07-09 10:37:12,994][lm_eval.api.task][INFO] - Building contexts for mmlu_prehistory on rank 0... |
| [2026-07-09 10:37:13,321][lm_eval.api.task][INFO] - Building contexts for mmlu_professional_law on rank 0... |
| [2026-07-09 10:37:14,886][lm_eval.api.task][INFO] - Building contexts for mmlu_world_religions on rank 0... |
| [2026-07-09 10:37:15,064][lm_eval.evaluator][INFO] - Running loglikelihood requests |
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