| [2026-06-12 13:16:56,591][huggingface_hub.utils._http][WARNING] - Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads. |
| [2026-06-12 13:21:31,172][trainer][INFO] - GradDiff Trainer loaded, output_dir: ./saves/unlearn/multilingual/books.all/chapters.all/GradDiff.KL/ko |
| [2026-06-12 14:14:47,317][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. |
| [2026-06-12 14:14:48,762][lm_eval.models.huggingface][WARNING] - Passed an already-initialized model through `pretrained`, assuming single-process call to evaluate() or custom distributed integration |
| [2026-06-12 14:14:48,778][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 |
| [2026-06-12 14:14:48,779][lm_eval.evaluator][INFO] - Using pre-initialized model |
| [2026-06-12 14:16:40,121][lm_eval.evaluator_utils][INFO] - Selected tasks: |
| [2026-06-12 14:16:40,123][lm_eval.evaluator_utils][INFO] - Group: mmlu |
| [2026-06-12 14:16:40,124][lm_eval.evaluator_utils][INFO] - Group: mmlu_stem |
| [2026-06-12 14:16:40,125][lm_eval.evaluator_utils][INFO] - Task: mmlu_abstract_algebra (mmlu/default/mmlu_abstract_algebra.yaml) |
| [2026-06-12 14:16:40,126][lm_eval.evaluator_utils][INFO] - Task: mmlu_anatomy (mmlu/default/mmlu_anatomy.yaml) |
| [2026-06-12 14:16:40,127][lm_eval.evaluator_utils][INFO] - Task: mmlu_astronomy (mmlu/default/mmlu_astronomy.yaml) |
| [2026-06-12 14:16:40,128][lm_eval.evaluator_utils][INFO] - Task: mmlu_college_biology (mmlu/default/mmlu_college_biology.yaml) |
| [2026-06-12 14:16:40,129][lm_eval.evaluator_utils][INFO] - Task: mmlu_college_chemistry (mmlu/default/mmlu_college_chemistry.yaml) |
| [2026-06-12 14:16:40,130][lm_eval.evaluator_utils][INFO] - Task: mmlu_college_computer_science (mmlu/default/mmlu_college_computer_science.yaml) |
| [2026-06-12 14:16:40,131][lm_eval.evaluator_utils][INFO] - Task: mmlu_college_mathematics (mmlu/default/mmlu_college_mathematics.yaml) |
| [2026-06-12 14:16:40,131][lm_eval.evaluator_utils][INFO] - Task: mmlu_college_physics (mmlu/default/mmlu_college_physics.yaml) |
| [2026-06-12 14:16:40,132][lm_eval.evaluator_utils][INFO] - Task: mmlu_computer_security (mmlu/default/mmlu_computer_security.yaml) |
| [2026-06-12 14:16:40,133][lm_eval.evaluator_utils][INFO] - Task: mmlu_conceptual_physics (mmlu/default/mmlu_conceptual_physics.yaml) |
| [2026-06-12 14:16:40,134][lm_eval.evaluator_utils][INFO] - Task: mmlu_electrical_engineering (mmlu/default/mmlu_electrical_engineering.yaml) |
| [2026-06-12 14:16:40,135][lm_eval.evaluator_utils][INFO] - Task: mmlu_elementary_mathematics (mmlu/default/mmlu_elementary_mathematics.yaml) |
| [2026-06-12 14:16:40,135][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_biology (mmlu/default/mmlu_high_school_biology.yaml) |
| [2026-06-12 14:16:40,136][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_chemistry (mmlu/default/mmlu_high_school_chemistry.yaml) |
| [2026-06-12 14:16:40,137][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_computer_science (mmlu/default/mmlu_high_school_computer_science.yaml) |
| [2026-06-12 14:16:40,138][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_mathematics (mmlu/default/mmlu_high_school_mathematics.yaml) |
| [2026-06-12 14:16:40,139][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_physics (mmlu/default/mmlu_high_school_physics.yaml) |
| [2026-06-12 14:16:40,140][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_statistics (mmlu/default/mmlu_high_school_statistics.yaml) |
| [2026-06-12 14:16:40,141][lm_eval.evaluator_utils][INFO] - Task: mmlu_machine_learning (mmlu/default/mmlu_machine_learning.yaml) |
| [2026-06-12 14:16:40,142][lm_eval.evaluator_utils][INFO] - Group: mmlu_other |
| [2026-06-12 14:16:40,143][lm_eval.evaluator_utils][INFO] - Task: mmlu_business_ethics (mmlu/default/mmlu_business_ethics.yaml) |
| [2026-06-12 14:16:40,144][lm_eval.evaluator_utils][INFO] - Task: mmlu_clinical_knowledge (mmlu/default/mmlu_clinical_knowledge.yaml) |
| [2026-06-12 14:16:40,145][lm_eval.evaluator_utils][INFO] - Task: mmlu_college_medicine (mmlu/default/mmlu_college_medicine.yaml) |
| [2026-06-12 14:16:40,146][lm_eval.evaluator_utils][INFO] - Task: mmlu_global_facts (mmlu/default/mmlu_global_facts.yaml) |
| [2026-06-12 14:16:40,147][lm_eval.evaluator_utils][INFO] - Task: mmlu_human_aging (mmlu/default/mmlu_human_aging.yaml) |
| [2026-06-12 14:16:40,148][lm_eval.evaluator_utils][INFO] - Task: mmlu_management (mmlu/default/mmlu_management.yaml) |
| [2026-06-12 14:16:40,149][lm_eval.evaluator_utils][INFO] - Task: mmlu_marketing (mmlu/default/mmlu_marketing.yaml) |
| [2026-06-12 14:16:40,150][lm_eval.evaluator_utils][INFO] - Task: mmlu_medical_genetics (mmlu/default/mmlu_medical_genetics.yaml) |
| [2026-06-12 14:16:40,151][lm_eval.evaluator_utils][INFO] - Task: mmlu_miscellaneous (mmlu/default/mmlu_miscellaneous.yaml) |
| [2026-06-12 14:16:40,152][lm_eval.evaluator_utils][INFO] - Task: mmlu_nutrition (mmlu/default/mmlu_nutrition.yaml) |
| [2026-06-12 14:16:40,153][lm_eval.evaluator_utils][INFO] - Task: mmlu_professional_accounting (mmlu/default/mmlu_professional_accounting.yaml) |
| [2026-06-12 14:16:40,154][lm_eval.evaluator_utils][INFO] - Task: mmlu_professional_medicine (mmlu/default/mmlu_professional_medicine.yaml) |
| [2026-06-12 14:16:40,155][lm_eval.evaluator_utils][INFO] - Task: mmlu_virology (mmlu/default/mmlu_virology.yaml) |
| [2026-06-12 14:16:40,156][lm_eval.evaluator_utils][INFO] - Group: mmlu_social_sciences |
| [2026-06-12 14:16:40,157][lm_eval.evaluator_utils][INFO] - Task: mmlu_econometrics (mmlu/default/mmlu_econometrics.yaml) |
| [2026-06-12 14:16:40,158][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_geography (mmlu/default/mmlu_high_school_geography.yaml) |
| [2026-06-12 14:16:40,159][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_government_and_politics (mmlu/default/mmlu_high_school_government_and_politics.yaml) |
| [2026-06-12 14:16:40,160][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_macroeconomics (mmlu/default/mmlu_high_school_macroeconomics.yaml) |
| [2026-06-12 14:16:40,161][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_microeconomics (mmlu/default/mmlu_high_school_microeconomics.yaml) |
| [2026-06-12 14:16:40,162][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_psychology (mmlu/default/mmlu_high_school_psychology.yaml) |
| [2026-06-12 14:16:40,163][lm_eval.evaluator_utils][INFO] - Task: mmlu_human_sexuality (mmlu/default/mmlu_human_sexuality.yaml) |
| [2026-06-12 14:16:40,164][lm_eval.evaluator_utils][INFO] - Task: mmlu_professional_psychology (mmlu/default/mmlu_professional_psychology.yaml) |
| [2026-06-12 14:16:40,165][lm_eval.evaluator_utils][INFO] - Task: mmlu_public_relations (mmlu/default/mmlu_public_relations.yaml) |
| [2026-06-12 14:16:40,166][lm_eval.evaluator_utils][INFO] - Task: mmlu_security_studies (mmlu/default/mmlu_security_studies.yaml) |
| [2026-06-12 14:16:40,166][lm_eval.evaluator_utils][INFO] - Task: mmlu_sociology (mmlu/default/mmlu_sociology.yaml) |
| [2026-06-12 14:16:40,167][lm_eval.evaluator_utils][INFO] - Task: mmlu_us_foreign_policy (mmlu/default/mmlu_us_foreign_policy.yaml) |
| [2026-06-12 14:16:40,168][lm_eval.evaluator_utils][INFO] - Group: mmlu_humanities |
| [2026-06-12 14:16:40,169][lm_eval.evaluator_utils][INFO] - Task: mmlu_formal_logic (mmlu/default/mmlu_formal_logic.yaml) |
| [2026-06-12 14:16:40,170][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_european_history (mmlu/default/mmlu_high_school_european_history.yaml) |
| [2026-06-12 14:16:40,171][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_us_history (mmlu/default/mmlu_high_school_us_history.yaml) |
| [2026-06-12 14:16:40,172][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_world_history (mmlu/default/mmlu_high_school_world_history.yaml) |
| [2026-06-12 14:16:40,173][lm_eval.evaluator_utils][INFO] - Task: mmlu_international_law (mmlu/default/mmlu_international_law.yaml) |
| [2026-06-12 14:16:40,174][lm_eval.evaluator_utils][INFO] - Task: mmlu_jurisprudence (mmlu/default/mmlu_jurisprudence.yaml) |
| [2026-06-12 14:16:40,175][lm_eval.evaluator_utils][INFO] - Task: mmlu_logical_fallacies (mmlu/default/mmlu_logical_fallacies.yaml) |
| [2026-06-12 14:16:40,175][lm_eval.evaluator_utils][INFO] - Task: mmlu_moral_disputes (mmlu/default/mmlu_moral_disputes.yaml) |
| [2026-06-12 14:16:40,176][lm_eval.evaluator_utils][INFO] - Task: mmlu_moral_scenarios (mmlu/default/mmlu_moral_scenarios.yaml) |
| [2026-06-12 14:16:40,177][lm_eval.evaluator_utils][INFO] - Task: mmlu_philosophy (mmlu/default/mmlu_philosophy.yaml) |
| [2026-06-12 14:16:40,178][lm_eval.evaluator_utils][INFO] - Task: mmlu_prehistory (mmlu/default/mmlu_prehistory.yaml) |
| [2026-06-12 14:16:40,179][lm_eval.evaluator_utils][INFO] - Task: mmlu_professional_law (mmlu/default/mmlu_professional_law.yaml) |
| [2026-06-12 14:16:40,180][lm_eval.evaluator_utils][INFO] - Task: mmlu_world_religions (mmlu/default/mmlu_world_religions.yaml) |
| [2026-06-12 14:16:40,180][lm_eval.evaluator_utils][INFO] - Group: multilingual_unlearning |
| [2026-06-12 14:16:40,181][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_en (multilingual_unlearning/multilingual_unlearning_harry_potter_en.yaml) |
| [2026-06-12 14:16:40,182][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_fr (multilingual_unlearning/multilingual_unlearning_harry_potter_fr.yaml) |
| [2026-06-12 14:16:40,184][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_ja (multilingual_unlearning/multilingual_unlearning_harry_potter_ja.yaml) |
| [2026-06-12 14:16:40,185][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_vi (multilingual_unlearning/multilingual_unlearning_harry_potter_vi.yaml) |
| [2026-06-12 14:16:40,186][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_zh (multilingual_unlearning/multilingual_unlearning_harry_potter_zh.yaml) |
| [2026-06-12 14:16:40,186][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_ko (multilingual_unlearning/multilingual_unlearning_harry_potter_ko.yaml) |
| [2026-06-12 14:16:40,187][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_es (multilingual_unlearning/multilingual_unlearning_harry_potter_es.yaml) |
| [2026-06-12 14:16:40,188][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_de (multilingual_unlearning/multilingual_unlearning_harry_potter_de.yaml) |
| [2026-06-12 14:16:40,189][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_th (multilingual_unlearning/multilingual_unlearning_harry_potter_th.yaml) |
| [2026-06-12 14:16:40,194][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_en on rank 0... |
| [2026-06-12 14:16:47,720][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_fr on rank 0... |
| [2026-06-12 14:16:54,158][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_ja on rank 0... |
| [2026-06-12 14:17:00,612][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_vi on rank 0... |
| [2026-06-12 14:17:07,660][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_zh on rank 0... |
| [2026-06-12 14:17:14,184][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_ko on rank 0... |
| [2026-06-12 14:17:21,074][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_es on rank 0... |
| [2026-06-12 14:17:27,400][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_de on rank 0... |
| [2026-06-12 14:17:34,299][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_th on rank 0... |
| [2026-06-12 14:17:40,980][lm_eval.api.task][INFO] - Building contexts for mmlu_abstract_algebra on rank 0... |
| [2026-06-12 14:17:41,088][lm_eval.api.task][INFO] - Building contexts for mmlu_anatomy on rank 0... |
| [2026-06-12 14:17:41,234][lm_eval.api.task][INFO] - Building contexts for mmlu_astronomy on rank 0... |
| [2026-06-12 14:17:41,398][lm_eval.api.task][INFO] - Building contexts for mmlu_college_biology on rank 0... |
| [2026-06-12 14:17:41,554][lm_eval.api.task][INFO] - Building contexts for mmlu_college_chemistry on rank 0... |
| [2026-06-12 14:17:41,664][lm_eval.api.task][INFO] - Building contexts for mmlu_college_computer_science on rank 0... |
| [2026-06-12 14:17:41,771][lm_eval.api.task][INFO] - Building contexts for mmlu_college_mathematics on rank 0... |
| [2026-06-12 14:17:41,881][lm_eval.api.task][INFO] - Building contexts for mmlu_college_physics on rank 0... |
| [2026-06-12 14:17:42,007][lm_eval.api.task][INFO] - Building contexts for mmlu_computer_security on rank 0... |
| [2026-06-12 14:17:42,129][lm_eval.api.task][INFO] - Building contexts for mmlu_conceptual_physics on rank 0... |
| [2026-06-12 14:17:42,412][lm_eval.api.task][INFO] - Building contexts for mmlu_electrical_engineering on rank 0... |
| [2026-06-12 14:17:42,588][lm_eval.api.task][INFO] - Building contexts for mmlu_elementary_mathematics on rank 0... |
| [2026-06-12 14:17:43,044][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_biology on rank 0... |
| [2026-06-12 14:17:43,418][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_chemistry on rank 0... |
| [2026-06-12 14:17:43,664][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_computer_science on rank 0... |
| [2026-06-12 14:17:43,787][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_mathematics on rank 0... |
| [2026-06-12 14:17:44,113][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_physics on rank 0... |
| [2026-06-12 14:17:44,296][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_statistics on rank 0... |
| [2026-06-12 14:17:44,559][lm_eval.api.task][INFO] - Building contexts for mmlu_machine_learning on rank 0... |
| [2026-06-12 14:17:44,697][lm_eval.api.task][INFO] - Building contexts for mmlu_business_ethics on rank 0... |
| [2026-06-12 14:17:44,819][lm_eval.api.task][INFO] - Building contexts for mmlu_clinical_knowledge on rank 0... |
| [2026-06-12 14:17:45,139][lm_eval.api.task][INFO] - Building contexts for mmlu_college_medicine on rank 0... |
| [2026-06-12 14:17:45,351][lm_eval.api.task][INFO] - Building contexts for mmlu_global_facts on rank 0... |
| [2026-06-12 14:17:45,473][lm_eval.api.task][INFO] - Building contexts for mmlu_human_aging on rank 0... |
| [2026-06-12 14:17:45,720][lm_eval.api.task][INFO] - Building contexts for mmlu_management on rank 0... |
| [2026-06-12 14:17:45,828][lm_eval.api.task][INFO] - Building contexts for mmlu_marketing on rank 0... |
| [2026-06-12 14:17:46,074][lm_eval.api.task][INFO] - Building contexts for mmlu_medical_genetics on rank 0... |
| [2026-06-12 14:17:46,181][lm_eval.api.task][INFO] - Building contexts for mmlu_miscellaneous on rank 0... |
| [2026-06-12 14:17:46,992][lm_eval.api.task][INFO] - Building contexts for mmlu_nutrition on rank 0... |
| [2026-06-12 14:17:47,312][lm_eval.api.task][INFO] - Building contexts for mmlu_professional_accounting on rank 0... |
| [2026-06-12 14:17:47,607][lm_eval.api.task][INFO] - Building contexts for mmlu_professional_medicine on rank 0... |
| [2026-06-12 14:17:47,895][lm_eval.api.task][INFO] - Building contexts for mmlu_virology on rank 0... |
| [2026-06-12 14:17:48,069][lm_eval.api.task][INFO] - Building contexts for mmlu_econometrics on rank 0... |
| [2026-06-12 14:17:48,190][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_geography on rank 0... |
| [2026-06-12 14:17:48,397][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_government_and_politics on rank 0... |
| [2026-06-12 14:17:48,600][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_macroeconomics on rank 0... |
| [2026-06-12 14:17:49,006][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_microeconomics on rank 0... |
| [2026-06-12 14:17:49,257][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_psychology on rank 0... |
| [2026-06-12 14:17:49,832][lm_eval.api.task][INFO] - Building contexts for mmlu_human_sexuality on rank 0... |
| [2026-06-12 14:17:49,972][lm_eval.api.task][INFO] - Building contexts for mmlu_professional_psychology on rank 0... |
| [2026-06-12 14:17:50,614][lm_eval.api.task][INFO] - Building contexts for mmlu_public_relations on rank 0... |
| [2026-06-12 14:17:50,731][lm_eval.api.task][INFO] - Building contexts for mmlu_security_studies on rank 0... |
| [2026-06-12 14:17:50,990][lm_eval.api.task][INFO] - Building contexts for mmlu_sociology on rank 0... |
| [2026-06-12 14:17:51,200][lm_eval.api.task][INFO] - Building contexts for mmlu_us_foreign_policy on rank 0... |
| [2026-06-12 14:17:51,306][lm_eval.api.task][INFO] - Building contexts for mmlu_formal_logic on rank 0... |
| [2026-06-12 14:17:51,439][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_european_history on rank 0... |
| [2026-06-12 14:17:51,615][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_us_history on rank 0... |
| [2026-06-12 14:17:51,832][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_world_history on rank 0... |
| [2026-06-12 14:17:52,122][lm_eval.api.task][INFO] - Building contexts for mmlu_international_law on rank 0... |
| [2026-06-12 14:17:52,270][lm_eval.api.task][INFO] - Building contexts for mmlu_jurisprudence on rank 0... |
| [2026-06-12 14:17:52,404][lm_eval.api.task][INFO] - Building contexts for mmlu_logical_fallacies on rank 0... |
| [2026-06-12 14:17:52,600][lm_eval.api.task][INFO] - Building contexts for mmlu_moral_disputes on rank 0... |
| [2026-06-12 14:17:53,018][lm_eval.api.task][INFO] - Building contexts for mmlu_moral_scenarios on rank 0... |
| [2026-06-12 14:17:54,103][lm_eval.api.task][INFO] - Building contexts for mmlu_philosophy on rank 0... |
| [2026-06-12 14:17:54,480][lm_eval.api.task][INFO] - Building contexts for mmlu_prehistory on rank 0... |
| [2026-06-12 14:17:54,873][lm_eval.api.task][INFO] - Building contexts for mmlu_professional_law on rank 0... |
| [2026-06-12 14:17:56,632][lm_eval.api.task][INFO] - Building contexts for mmlu_world_religions on rank 0... |
| [2026-06-12 14:17:56,813][lm_eval.evaluator][INFO] - Running loglikelihood requests |
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