[2026-07-09 12:54:06,299][model][INFO] - Setting pad_token as eos token: <|end_of_text|>
[2026-07-09 12:55:05,762][trainer][INFO] - GradDiff Trainer loaded, output_dir: ./saves/unlearn/multilingual/Llama-3.1-8B/books.all/chapters.all/GradDiff.KL/th
[2026-07-09 15:29:34,772][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 15:29:36,609][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 15:29:36,611][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 15:29:36,611][lm_eval.evaluator][INFO] - Using pre-initialized model
[2026-07-09 15:31:18,511][lm_eval.evaluator_utils][INFO] - Selected tasks:
[2026-07-09 15:31:18,512][lm_eval.evaluator_utils][INFO] - Group: mmlu
[2026-07-09 15:31:18,512][lm_eval.evaluator_utils][INFO] -   Group: mmlu_stem
[2026-07-09 15:31:18,513][lm_eval.evaluator_utils][INFO] -     Task: mmlu_abstract_algebra (mmlu/default/mmlu_abstract_algebra.yaml)
[2026-07-09 15:31:18,513][lm_eval.evaluator_utils][INFO] -     Task: mmlu_anatomy (mmlu/default/mmlu_anatomy.yaml)
[2026-07-09 15:31:18,514][lm_eval.evaluator_utils][INFO] -     Task: mmlu_astronomy (mmlu/default/mmlu_astronomy.yaml)
[2026-07-09 15:31:18,514][lm_eval.evaluator_utils][INFO] -     Task: mmlu_college_biology (mmlu/default/mmlu_college_biology.yaml)
[2026-07-09 15:31:18,514][lm_eval.evaluator_utils][INFO] -     Task: mmlu_college_chemistry (mmlu/default/mmlu_college_chemistry.yaml)
[2026-07-09 15:31:18,514][lm_eval.evaluator_utils][INFO] -     Task: mmlu_college_computer_science (mmlu/default/mmlu_college_computer_science.yaml)
[2026-07-09 15:31:18,515][lm_eval.evaluator_utils][INFO] -     Task: mmlu_college_mathematics (mmlu/default/mmlu_college_mathematics.yaml)
[2026-07-09 15:31:18,515][lm_eval.evaluator_utils][INFO] -     Task: mmlu_college_physics (mmlu/default/mmlu_college_physics.yaml)
[2026-07-09 15:31:18,516][lm_eval.evaluator_utils][INFO] -     Task: mmlu_computer_security (mmlu/default/mmlu_computer_security.yaml)
[2026-07-09 15:31:18,516][lm_eval.evaluator_utils][INFO] -     Task: mmlu_conceptual_physics (mmlu/default/mmlu_conceptual_physics.yaml)
[2026-07-09 15:31:18,516][lm_eval.evaluator_utils][INFO] -     Task: mmlu_electrical_engineering (mmlu/default/mmlu_electrical_engineering.yaml)
[2026-07-09 15:31:18,516][lm_eval.evaluator_utils][INFO] -     Task: mmlu_elementary_mathematics (mmlu/default/mmlu_elementary_mathematics.yaml)
[2026-07-09 15:31:18,517][lm_eval.evaluator_utils][INFO] -     Task: mmlu_high_school_biology (mmlu/default/mmlu_high_school_biology.yaml)
[2026-07-09 15:31:18,517][lm_eval.evaluator_utils][INFO] -     Task: mmlu_high_school_chemistry (mmlu/default/mmlu_high_school_chemistry.yaml)
[2026-07-09 15:31:18,517][lm_eval.evaluator_utils][INFO] -     Task: mmlu_high_school_computer_science (mmlu/default/mmlu_high_school_computer_science.yaml)
[2026-07-09 15:31:18,518][lm_eval.evaluator_utils][INFO] -     Task: mmlu_high_school_mathematics (mmlu/default/mmlu_high_school_mathematics.yaml)
[2026-07-09 15:31:18,518][lm_eval.evaluator_utils][INFO] -     Task: mmlu_high_school_physics (mmlu/default/mmlu_high_school_physics.yaml)
[2026-07-09 15:31:18,518][lm_eval.evaluator_utils][INFO] -     Task: mmlu_high_school_statistics (mmlu/default/mmlu_high_school_statistics.yaml)
[2026-07-09 15:31:18,518][lm_eval.evaluator_utils][INFO] -     Task: mmlu_machine_learning (mmlu/default/mmlu_machine_learning.yaml)
[2026-07-09 15:31:18,519][lm_eval.evaluator_utils][INFO] -   Group: mmlu_other
[2026-07-09 15:31:18,519][lm_eval.evaluator_utils][INFO] -     Task: mmlu_business_ethics (mmlu/default/mmlu_business_ethics.yaml)
[2026-07-09 15:31:18,519][lm_eval.evaluator_utils][INFO] -     Task: mmlu_clinical_knowledge (mmlu/default/mmlu_clinical_knowledge.yaml)
[2026-07-09 15:31:18,519][lm_eval.evaluator_utils][INFO] -     Task: mmlu_college_medicine (mmlu/default/mmlu_college_medicine.yaml)
[2026-07-09 15:31:18,520][lm_eval.evaluator_utils][INFO] -     Task: mmlu_global_facts (mmlu/default/mmlu_global_facts.yaml)
[2026-07-09 15:31:18,520][lm_eval.evaluator_utils][INFO] -     Task: mmlu_human_aging (mmlu/default/mmlu_human_aging.yaml)
[2026-07-09 15:31:18,520][lm_eval.evaluator_utils][INFO] -     Task: mmlu_management (mmlu/default/mmlu_management.yaml)
[2026-07-09 15:31:18,520][lm_eval.evaluator_utils][INFO] -     Task: mmlu_marketing (mmlu/default/mmlu_marketing.yaml)
[2026-07-09 15:31:18,521][lm_eval.evaluator_utils][INFO] -     Task: mmlu_medical_genetics (mmlu/default/mmlu_medical_genetics.yaml)
[2026-07-09 15:31:18,521][lm_eval.evaluator_utils][INFO] -     Task: mmlu_miscellaneous (mmlu/default/mmlu_miscellaneous.yaml)
[2026-07-09 15:31:18,521][lm_eval.evaluator_utils][INFO] -     Task: mmlu_nutrition (mmlu/default/mmlu_nutrition.yaml)
[2026-07-09 15:31:18,522][lm_eval.evaluator_utils][INFO] -     Task: mmlu_professional_accounting (mmlu/default/mmlu_professional_accounting.yaml)
[2026-07-09 15:31:18,522][lm_eval.evaluator_utils][INFO] -     Task: mmlu_professional_medicine (mmlu/default/mmlu_professional_medicine.yaml)
[2026-07-09 15:31:18,523][lm_eval.evaluator_utils][INFO] -     Task: mmlu_virology (mmlu/default/mmlu_virology.yaml)
[2026-07-09 15:31:18,524][lm_eval.evaluator_utils][INFO] -   Group: mmlu_social_sciences
[2026-07-09 15:31:18,524][lm_eval.evaluator_utils][INFO] -     Task: mmlu_econometrics (mmlu/default/mmlu_econometrics.yaml)
[2026-07-09 15:31:18,525][lm_eval.evaluator_utils][INFO] -     Task: mmlu_high_school_geography (mmlu/default/mmlu_high_school_geography.yaml)
[2026-07-09 15:31:18,525][lm_eval.evaluator_utils][INFO] -     Task: mmlu_high_school_government_and_politics (mmlu/default/mmlu_high_school_government_and_politics.yaml)
[2026-07-09 15:31:18,525][lm_eval.evaluator_utils][INFO] -     Task: mmlu_high_school_macroeconomics (mmlu/default/mmlu_high_school_macroeconomics.yaml)
[2026-07-09 15:31:18,526][lm_eval.evaluator_utils][INFO] -     Task: mmlu_high_school_microeconomics (mmlu/default/mmlu_high_school_microeconomics.yaml)
[2026-07-09 15:31:18,526][lm_eval.evaluator_utils][INFO] -     Task: mmlu_high_school_psychology (mmlu/default/mmlu_high_school_psychology.yaml)
[2026-07-09 15:31:18,526][lm_eval.evaluator_utils][INFO] -     Task: mmlu_human_sexuality (mmlu/default/mmlu_human_sexuality.yaml)
[2026-07-09 15:31:18,526][lm_eval.evaluator_utils][INFO] -     Task: mmlu_professional_psychology (mmlu/default/mmlu_professional_psychology.yaml)
[2026-07-09 15:31:18,527][lm_eval.evaluator_utils][INFO] -     Task: mmlu_public_relations (mmlu/default/mmlu_public_relations.yaml)
[2026-07-09 15:31:18,527][lm_eval.evaluator_utils][INFO] -     Task: mmlu_security_studies (mmlu/default/mmlu_security_studies.yaml)
[2026-07-09 15:31:18,527][lm_eval.evaluator_utils][INFO] -     Task: mmlu_sociology (mmlu/default/mmlu_sociology.yaml)
[2026-07-09 15:31:18,527][lm_eval.evaluator_utils][INFO] -     Task: mmlu_us_foreign_policy (mmlu/default/mmlu_us_foreign_policy.yaml)
[2026-07-09 15:31:18,528][lm_eval.evaluator_utils][INFO] -   Group: mmlu_humanities
[2026-07-09 15:31:18,528][lm_eval.evaluator_utils][INFO] -     Task: mmlu_formal_logic (mmlu/default/mmlu_formal_logic.yaml)
[2026-07-09 15:31:18,543][lm_eval.evaluator_utils][INFO] -     Task: mmlu_high_school_european_history (mmlu/default/mmlu_high_school_european_history.yaml)
[2026-07-09 15:31:18,543][lm_eval.evaluator_utils][INFO] -     Task: mmlu_high_school_us_history (mmlu/default/mmlu_high_school_us_history.yaml)
[2026-07-09 15:31:18,544][lm_eval.evaluator_utils][INFO] -     Task: mmlu_high_school_world_history (mmlu/default/mmlu_high_school_world_history.yaml)
[2026-07-09 15:31:18,544][lm_eval.evaluator_utils][INFO] -     Task: mmlu_international_law (mmlu/default/mmlu_international_law.yaml)
[2026-07-09 15:31:18,545][lm_eval.evaluator_utils][INFO] -     Task: mmlu_jurisprudence (mmlu/default/mmlu_jurisprudence.yaml)
[2026-07-09 15:31:18,546][lm_eval.evaluator_utils][INFO] -     Task: mmlu_logical_fallacies (mmlu/default/mmlu_logical_fallacies.yaml)
[2026-07-09 15:31:18,547][lm_eval.evaluator_utils][INFO] -     Task: mmlu_moral_disputes (mmlu/default/mmlu_moral_disputes.yaml)
[2026-07-09 15:31:18,547][lm_eval.evaluator_utils][INFO] -     Task: mmlu_moral_scenarios (mmlu/default/mmlu_moral_scenarios.yaml)
[2026-07-09 15:31:18,548][lm_eval.evaluator_utils][INFO] -     Task: mmlu_philosophy (mmlu/default/mmlu_philosophy.yaml)
[2026-07-09 15:31:18,548][lm_eval.evaluator_utils][INFO] -     Task: mmlu_prehistory (mmlu/default/mmlu_prehistory.yaml)
[2026-07-09 15:31:18,548][lm_eval.evaluator_utils][INFO] -     Task: mmlu_professional_law (mmlu/default/mmlu_professional_law.yaml)
[2026-07-09 15:31:18,549][lm_eval.evaluator_utils][INFO] -     Task: mmlu_world_religions (mmlu/default/mmlu_world_religions.yaml)
[2026-07-09 15:31:18,549][lm_eval.evaluator_utils][INFO] - Group: multilingual_unlearning
[2026-07-09 15:31:18,549][lm_eval.evaluator_utils][INFO] -   Task: multilingual_unlearning_harry_potter_en (multilingual_unlearning/multilingual_unlearning_harry_potter_en.yaml)
[2026-07-09 15:31:18,550][lm_eval.evaluator_utils][INFO] -   Task: multilingual_unlearning_harry_potter_fr (multilingual_unlearning/multilingual_unlearning_harry_potter_fr.yaml)
[2026-07-09 15:31:18,550][lm_eval.evaluator_utils][INFO] -   Task: multilingual_unlearning_harry_potter_ja (multilingual_unlearning/multilingual_unlearning_harry_potter_ja.yaml)
[2026-07-09 15:31:18,550][lm_eval.evaluator_utils][INFO] -   Task: multilingual_unlearning_harry_potter_vi (multilingual_unlearning/multilingual_unlearning_harry_potter_vi.yaml)
[2026-07-09 15:31:18,550][lm_eval.evaluator_utils][INFO] -   Task: multilingual_unlearning_harry_potter_zh (multilingual_unlearning/multilingual_unlearning_harry_potter_zh.yaml)
[2026-07-09 15:31:18,551][lm_eval.evaluator_utils][INFO] -   Task: multilingual_unlearning_harry_potter_ko (multilingual_unlearning/multilingual_unlearning_harry_potter_ko.yaml)
[2026-07-09 15:31:18,551][lm_eval.evaluator_utils][INFO] -   Task: multilingual_unlearning_harry_potter_es (multilingual_unlearning/multilingual_unlearning_harry_potter_es.yaml)
[2026-07-09 15:31:18,551][lm_eval.evaluator_utils][INFO] -   Task: multilingual_unlearning_harry_potter_de (multilingual_unlearning/multilingual_unlearning_harry_potter_de.yaml)
[2026-07-09 15:31:18,551][lm_eval.evaluator_utils][INFO] -   Task: multilingual_unlearning_harry_potter_th (multilingual_unlearning/multilingual_unlearning_harry_potter_th.yaml)
[2026-07-09 15:31:18,554][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_en on rank 0...
[2026-07-09 15:31:26,147][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_fr on rank 0...
[2026-07-09 15:31:32,354][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_ja on rank 0...
[2026-07-09 15:31:39,986][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_vi on rank 0...
[2026-07-09 15:31:46,331][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_zh on rank 0...
[2026-07-09 15:31:52,611][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_ko on rank 0...
[2026-07-09 15:31:58,818][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_es on rank 0...
[2026-07-09 15:32:05,432][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_de on rank 0...
[2026-07-09 15:32:12,101][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_th on rank 0...
[2026-07-09 15:32:18,502][lm_eval.api.task][INFO] - Building contexts for mmlu_abstract_algebra on rank 0...
[2026-07-09 15:32:18,610][lm_eval.api.task][INFO] - Building contexts for mmlu_anatomy on rank 0...
[2026-07-09 15:32:18,755][lm_eval.api.task][INFO] - Building contexts for mmlu_astronomy on rank 0...
[2026-07-09 15:32:18,914][lm_eval.api.task][INFO] - Building contexts for mmlu_college_biology on rank 0...
[2026-07-09 15:32:19,065][lm_eval.api.task][INFO] - Building contexts for mmlu_college_chemistry on rank 0...
[2026-07-09 15:32:19,172][lm_eval.api.task][INFO] - Building contexts for mmlu_college_computer_science on rank 0...
[2026-07-09 15:32:19,280][lm_eval.api.task][INFO] - Building contexts for mmlu_college_mathematics on rank 0...
[2026-07-09 15:32:19,388][lm_eval.api.task][INFO] - Building contexts for mmlu_college_physics on rank 0...
[2026-07-09 15:32:19,497][lm_eval.api.task][INFO] - Building contexts for mmlu_computer_security on rank 0...
[2026-07-09 15:32:19,603][lm_eval.api.task][INFO] - Building contexts for mmlu_conceptual_physics on rank 0...
[2026-07-09 15:32:19,853][lm_eval.api.task][INFO] - Building contexts for mmlu_electrical_engineering on rank 0...
[2026-07-09 15:32:20,006][lm_eval.api.task][INFO] - Building contexts for mmlu_elementary_mathematics on rank 0...
[2026-07-09 15:32:20,401][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_biology on rank 0...
[2026-07-09 15:32:20,727][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_chemistry on rank 0...
[2026-07-09 15:32:20,941][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_computer_science on rank 0...
[2026-07-09 15:32:21,047][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_mathematics on rank 0...
[2026-07-09 15:32:21,333][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_physics on rank 0...
[2026-07-09 15:32:21,495][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_statistics on rank 0...
[2026-07-09 15:32:21,725][lm_eval.api.task][INFO] - Building contexts for mmlu_machine_learning on rank 0...
[2026-07-09 15:32:21,844][lm_eval.api.task][INFO] - Building contexts for mmlu_business_ethics on rank 0...
[2026-07-09 15:32:21,950][lm_eval.api.task][INFO] - Building contexts for mmlu_clinical_knowledge on rank 0...
[2026-07-09 15:32:22,226][lm_eval.api.task][INFO] - Building contexts for mmlu_college_medicine on rank 0...
[2026-07-09 15:32:22,407][lm_eval.api.task][INFO] - Building contexts for mmlu_global_facts on rank 0...
[2026-07-09 15:32:22,513][lm_eval.api.task][INFO] - Building contexts for mmlu_human_aging on rank 0...
[2026-07-09 15:32:22,747][lm_eval.api.task][INFO] - Building contexts for mmlu_management on rank 0...
[2026-07-09 15:32:22,854][lm_eval.api.task][INFO] - Building contexts for mmlu_marketing on rank 0...
[2026-07-09 15:32:23,098][lm_eval.api.task][INFO] - Building contexts for mmlu_medical_genetics on rank 0...
[2026-07-09 15:32:23,204][lm_eval.api.task][INFO] - Building contexts for mmlu_miscellaneous on rank 0...
[2026-07-09 15:32:24,013][lm_eval.api.task][INFO] - Building contexts for mmlu_nutrition on rank 0...
[2026-07-09 15:32:24,331][lm_eval.api.task][INFO] - Building contexts for mmlu_professional_accounting on rank 0...
[2026-07-09 15:32:24,626][lm_eval.api.task][INFO] - Building contexts for mmlu_professional_medicine on rank 0...
[2026-07-09 15:32:24,908][lm_eval.api.task][INFO] - Building contexts for mmlu_virology on rank 0...
[2026-07-09 15:32:25,081][lm_eval.api.task][INFO] - Building contexts for mmlu_econometrics on rank 0...
[2026-07-09 15:32:25,202][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_geography on rank 0...
[2026-07-09 15:32:25,408][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_government_and_politics on rank 0...
[2026-07-09 15:32:25,609][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_macroeconomics on rank 0...
[2026-07-09 15:32:26,019][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_microeconomics on rank 0...
[2026-07-09 15:32:26,269][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_psychology on rank 0...
[2026-07-09 15:32:27,407][lm_eval.api.task][INFO] - Building contexts for mmlu_human_sexuality on rank 0...
[2026-07-09 15:32:27,546][lm_eval.api.task][INFO] - Building contexts for mmlu_professional_psychology on rank 0...
[2026-07-09 15:32:28,181][lm_eval.api.task][INFO] - Building contexts for mmlu_public_relations on rank 0...
[2026-07-09 15:32:28,298][lm_eval.api.task][INFO] - Building contexts for mmlu_security_studies on rank 0...
[2026-07-09 15:32:28,555][lm_eval.api.task][INFO] - Building contexts for mmlu_sociology on rank 0...
[2026-07-09 15:32:28,767][lm_eval.api.task][INFO] - Building contexts for mmlu_us_foreign_policy on rank 0...
[2026-07-09 15:32:28,872][lm_eval.api.task][INFO] - Building contexts for mmlu_formal_logic on rank 0...
[2026-07-09 15:32:29,006][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_european_history on rank 0...
[2026-07-09 15:32:29,181][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_us_history on rank 0...
[2026-07-09 15:32:29,396][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_world_history on rank 0...
[2026-07-09 15:32:29,644][lm_eval.api.task][INFO] - Building contexts for mmlu_international_law on rank 0...
[2026-07-09 15:32:29,772][lm_eval.api.task][INFO] - Building contexts for mmlu_jurisprudence on rank 0...
[2026-07-09 15:32:29,884][lm_eval.api.task][INFO] - Building contexts for mmlu_logical_fallacies on rank 0...
[2026-07-09 15:32:30,055][lm_eval.api.task][INFO] - Building contexts for mmlu_moral_disputes on rank 0...
[2026-07-09 15:32:30,412][lm_eval.api.task][INFO] - Building contexts for mmlu_moral_scenarios on rank 0...
[2026-07-09 15:32:31,341][lm_eval.api.task][INFO] - Building contexts for mmlu_philosophy on rank 0...
[2026-07-09 15:32:31,666][lm_eval.api.task][INFO] - Building contexts for mmlu_prehistory on rank 0...
[2026-07-09 15:32:32,002][lm_eval.api.task][INFO] - Building contexts for mmlu_professional_law on rank 0...
[2026-07-09 15:32:33,587][lm_eval.api.task][INFO] - Building contexts for mmlu_world_religions on rank 0...
[2026-07-09 15:32:33,766][lm_eval.evaluator][INFO] - Running loglikelihood requests