| [2026-07-09 16:23:09,603][model][INFO] - Setting pad_token as eos token: <|end_of_text|> |
| [2026-07-09 16:24:11,262][trainer][INFO] - GradDiff Trainer loaded, output_dir: ./saves/unlearn/multilingual/Llama-3.1-8B/books.all/chapters.all/GradDiff.KL/vi |
| [2026-07-09 17:40:54,778][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 17:40:56,663][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 17:40:56,665][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 17:40:56,666][lm_eval.evaluator][INFO] - Using pre-initialized model |
| [2026-07-09 17:42:38,331][lm_eval.evaluator_utils][INFO] - Selected tasks: |
| [2026-07-09 17:42:38,332][lm_eval.evaluator_utils][INFO] - Group: mmlu |
| [2026-07-09 17:42:38,333][lm_eval.evaluator_utils][INFO] - Group: mmlu_stem |
| [2026-07-09 17:42:38,334][lm_eval.evaluator_utils][INFO] - Task: mmlu_abstract_algebra (mmlu/default/mmlu_abstract_algebra.yaml) |
| [2026-07-09 17:42:38,335][lm_eval.evaluator_utils][INFO] - Task: mmlu_anatomy (mmlu/default/mmlu_anatomy.yaml) |
| [2026-07-09 17:42:38,336][lm_eval.evaluator_utils][INFO] - Task: mmlu_astronomy (mmlu/default/mmlu_astronomy.yaml) |
| [2026-07-09 17:42:38,337][lm_eval.evaluator_utils][INFO] - Task: mmlu_college_biology (mmlu/default/mmlu_college_biology.yaml) |
| [2026-07-09 17:42:38,338][lm_eval.evaluator_utils][INFO] - Task: mmlu_college_chemistry (mmlu/default/mmlu_college_chemistry.yaml) |
| [2026-07-09 17:42:38,339][lm_eval.evaluator_utils][INFO] - Task: mmlu_college_computer_science (mmlu/default/mmlu_college_computer_science.yaml) |
| [2026-07-09 17:42:38,340][lm_eval.evaluator_utils][INFO] - Task: mmlu_college_mathematics (mmlu/default/mmlu_college_mathematics.yaml) |
| [2026-07-09 17:42:38,340][lm_eval.evaluator_utils][INFO] - Task: mmlu_college_physics (mmlu/default/mmlu_college_physics.yaml) |
| [2026-07-09 17:42:38,341][lm_eval.evaluator_utils][INFO] - Task: mmlu_computer_security (mmlu/default/mmlu_computer_security.yaml) |
| [2026-07-09 17:42:38,342][lm_eval.evaluator_utils][INFO] - Task: mmlu_conceptual_physics (mmlu/default/mmlu_conceptual_physics.yaml) |
| [2026-07-09 17:42:38,343][lm_eval.evaluator_utils][INFO] - Task: mmlu_electrical_engineering (mmlu/default/mmlu_electrical_engineering.yaml) |
| [2026-07-09 17:42:38,343][lm_eval.evaluator_utils][INFO] - Task: mmlu_elementary_mathematics (mmlu/default/mmlu_elementary_mathematics.yaml) |
| [2026-07-09 17:42:38,344][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_biology (mmlu/default/mmlu_high_school_biology.yaml) |
| [2026-07-09 17:42:38,345][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_chemistry (mmlu/default/mmlu_high_school_chemistry.yaml) |
| [2026-07-09 17:42:38,345][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_computer_science (mmlu/default/mmlu_high_school_computer_science.yaml) |
| [2026-07-09 17:42:38,346][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_mathematics (mmlu/default/mmlu_high_school_mathematics.yaml) |
| [2026-07-09 17:42:38,347][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_physics (mmlu/default/mmlu_high_school_physics.yaml) |
| [2026-07-09 17:42:38,348][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_statistics (mmlu/default/mmlu_high_school_statistics.yaml) |
| [2026-07-09 17:42:38,349][lm_eval.evaluator_utils][INFO] - Task: mmlu_machine_learning (mmlu/default/mmlu_machine_learning.yaml) |
| [2026-07-09 17:42:38,349][lm_eval.evaluator_utils][INFO] - Group: mmlu_other |
| [2026-07-09 17:42:38,350][lm_eval.evaluator_utils][INFO] - Task: mmlu_business_ethics (mmlu/default/mmlu_business_ethics.yaml) |
| [2026-07-09 17:42:38,351][lm_eval.evaluator_utils][INFO] - Task: mmlu_clinical_knowledge (mmlu/default/mmlu_clinical_knowledge.yaml) |
| [2026-07-09 17:42:38,352][lm_eval.evaluator_utils][INFO] - Task: mmlu_college_medicine (mmlu/default/mmlu_college_medicine.yaml) |
| [2026-07-09 17:42:38,352][lm_eval.evaluator_utils][INFO] - Task: mmlu_global_facts (mmlu/default/mmlu_global_facts.yaml) |
| [2026-07-09 17:42:38,353][lm_eval.evaluator_utils][INFO] - Task: mmlu_human_aging (mmlu/default/mmlu_human_aging.yaml) |
| [2026-07-09 17:42:38,354][lm_eval.evaluator_utils][INFO] - Task: mmlu_management (mmlu/default/mmlu_management.yaml) |
| [2026-07-09 17:42:38,355][lm_eval.evaluator_utils][INFO] - Task: mmlu_marketing (mmlu/default/mmlu_marketing.yaml) |
| [2026-07-09 17:42:38,356][lm_eval.evaluator_utils][INFO] - Task: mmlu_medical_genetics (mmlu/default/mmlu_medical_genetics.yaml) |
| [2026-07-09 17:42:38,356][lm_eval.evaluator_utils][INFO] - Task: mmlu_miscellaneous (mmlu/default/mmlu_miscellaneous.yaml) |
| [2026-07-09 17:42:38,357][lm_eval.evaluator_utils][INFO] - Task: mmlu_nutrition (mmlu/default/mmlu_nutrition.yaml) |
| [2026-07-09 17:42:38,358][lm_eval.evaluator_utils][INFO] - Task: mmlu_professional_accounting (mmlu/default/mmlu_professional_accounting.yaml) |
| [2026-07-09 17:42:38,359][lm_eval.evaluator_utils][INFO] - Task: mmlu_professional_medicine (mmlu/default/mmlu_professional_medicine.yaml) |
| [2026-07-09 17:42:38,360][lm_eval.evaluator_utils][INFO] - Task: mmlu_virology (mmlu/default/mmlu_virology.yaml) |
| [2026-07-09 17:42:38,361][lm_eval.evaluator_utils][INFO] - Group: mmlu_social_sciences |
| [2026-07-09 17:42:38,361][lm_eval.evaluator_utils][INFO] - Task: mmlu_econometrics (mmlu/default/mmlu_econometrics.yaml) |
| [2026-07-09 17:42:38,362][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_geography (mmlu/default/mmlu_high_school_geography.yaml) |
| [2026-07-09 17:42:38,363][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_government_and_politics (mmlu/default/mmlu_high_school_government_and_politics.yaml) |
| [2026-07-09 17:42:38,364][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_macroeconomics (mmlu/default/mmlu_high_school_macroeconomics.yaml) |
| [2026-07-09 17:42:38,365][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_microeconomics (mmlu/default/mmlu_high_school_microeconomics.yaml) |
| [2026-07-09 17:42:38,365][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_psychology (mmlu/default/mmlu_high_school_psychology.yaml) |
| [2026-07-09 17:42:38,366][lm_eval.evaluator_utils][INFO] - Task: mmlu_human_sexuality (mmlu/default/mmlu_human_sexuality.yaml) |
| [2026-07-09 17:42:38,367][lm_eval.evaluator_utils][INFO] - Task: mmlu_professional_psychology (mmlu/default/mmlu_professional_psychology.yaml) |
| [2026-07-09 17:42:38,368][lm_eval.evaluator_utils][INFO] - Task: mmlu_public_relations (mmlu/default/mmlu_public_relations.yaml) |
| [2026-07-09 17:42:38,368][lm_eval.evaluator_utils][INFO] - Task: mmlu_security_studies (mmlu/default/mmlu_security_studies.yaml) |
| [2026-07-09 17:42:38,369][lm_eval.evaluator_utils][INFO] - Task: mmlu_sociology (mmlu/default/mmlu_sociology.yaml) |
| [2026-07-09 17:42:38,370][lm_eval.evaluator_utils][INFO] - Task: mmlu_us_foreign_policy (mmlu/default/mmlu_us_foreign_policy.yaml) |
| [2026-07-09 17:42:38,371][lm_eval.evaluator_utils][INFO] - Group: mmlu_humanities |
| [2026-07-09 17:42:38,372][lm_eval.evaluator_utils][INFO] - Task: mmlu_formal_logic (mmlu/default/mmlu_formal_logic.yaml) |
| [2026-07-09 17:42:38,372][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_european_history (mmlu/default/mmlu_high_school_european_history.yaml) |
| [2026-07-09 17:42:38,373][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_us_history (mmlu/default/mmlu_high_school_us_history.yaml) |
| [2026-07-09 17:42:38,374][lm_eval.evaluator_utils][INFO] - Task: mmlu_high_school_world_history (mmlu/default/mmlu_high_school_world_history.yaml) |
| [2026-07-09 17:42:38,374][lm_eval.evaluator_utils][INFO] - Task: mmlu_international_law (mmlu/default/mmlu_international_law.yaml) |
| [2026-07-09 17:42:38,375][lm_eval.evaluator_utils][INFO] - Task: mmlu_jurisprudence (mmlu/default/mmlu_jurisprudence.yaml) |
| [2026-07-09 17:42:38,376][lm_eval.evaluator_utils][INFO] - Task: mmlu_logical_fallacies (mmlu/default/mmlu_logical_fallacies.yaml) |
| [2026-07-09 17:42:38,377][lm_eval.evaluator_utils][INFO] - Task: mmlu_moral_disputes (mmlu/default/mmlu_moral_disputes.yaml) |
| [2026-07-09 17:42:38,378][lm_eval.evaluator_utils][INFO] - Task: mmlu_moral_scenarios (mmlu/default/mmlu_moral_scenarios.yaml) |
| [2026-07-09 17:42:38,379][lm_eval.evaluator_utils][INFO] - Task: mmlu_philosophy (mmlu/default/mmlu_philosophy.yaml) |
| [2026-07-09 17:42:38,379][lm_eval.evaluator_utils][INFO] - Task: mmlu_prehistory (mmlu/default/mmlu_prehistory.yaml) |
| [2026-07-09 17:42:38,380][lm_eval.evaluator_utils][INFO] - Task: mmlu_professional_law (mmlu/default/mmlu_professional_law.yaml) |
| [2026-07-09 17:42:38,381][lm_eval.evaluator_utils][INFO] - Task: mmlu_world_religions (mmlu/default/mmlu_world_religions.yaml) |
| [2026-07-09 17:42:38,381][lm_eval.evaluator_utils][INFO] - Group: multilingual_unlearning |
| [2026-07-09 17:42:38,382][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_en (multilingual_unlearning/multilingual_unlearning_harry_potter_en.yaml) |
| [2026-07-09 17:42:38,383][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_fr (multilingual_unlearning/multilingual_unlearning_harry_potter_fr.yaml) |
| [2026-07-09 17:42:38,384][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_ja (multilingual_unlearning/multilingual_unlearning_harry_potter_ja.yaml) |
| [2026-07-09 17:42:38,384][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_vi (multilingual_unlearning/multilingual_unlearning_harry_potter_vi.yaml) |
| [2026-07-09 17:42:38,385][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_zh (multilingual_unlearning/multilingual_unlearning_harry_potter_zh.yaml) |
| [2026-07-09 17:42:38,386][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_ko (multilingual_unlearning/multilingual_unlearning_harry_potter_ko.yaml) |
| [2026-07-09 17:42:38,387][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_es (multilingual_unlearning/multilingual_unlearning_harry_potter_es.yaml) |
| [2026-07-09 17:42:38,388][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_de (multilingual_unlearning/multilingual_unlearning_harry_potter_de.yaml) |
| [2026-07-09 17:42:38,388][lm_eval.evaluator_utils][INFO] - Task: multilingual_unlearning_harry_potter_th (multilingual_unlearning/multilingual_unlearning_harry_potter_th.yaml) |
| [2026-07-09 17:42:38,394][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_en on rank 0... |
| [2026-07-09 17:42:45,616][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_fr on rank 0... |
| [2026-07-09 17:42:52,289][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_ja on rank 0... |
| [2026-07-09 17:42:58,902][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_vi on rank 0... |
| [2026-07-09 17:43:06,244][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_zh on rank 0... |
| [2026-07-09 17:43:12,479][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_ko on rank 0... |
| [2026-07-09 17:43:18,748][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_es on rank 0... |
| [2026-07-09 17:43:25,334][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_de on rank 0... |
| [2026-07-09 17:43:31,478][lm_eval.api.task][INFO] - Building contexts for multilingual_unlearning_harry_potter_th on rank 0... |
| [2026-07-09 17:43:37,712][lm_eval.api.task][INFO] - Building contexts for mmlu_abstract_algebra on rank 0... |
| [2026-07-09 17:43:37,820][lm_eval.api.task][INFO] - Building contexts for mmlu_anatomy on rank 0... |
| [2026-07-09 17:43:37,967][lm_eval.api.task][INFO] - Building contexts for mmlu_astronomy on rank 0... |
| [2026-07-09 17:43:38,127][lm_eval.api.task][INFO] - Building contexts for mmlu_college_biology on rank 0... |
| [2026-07-09 17:43:38,278][lm_eval.api.task][INFO] - Building contexts for mmlu_college_chemistry on rank 0... |
| [2026-07-09 17:43:38,384][lm_eval.api.task][INFO] - Building contexts for mmlu_college_computer_science on rank 0... |
| [2026-07-09 17:43:38,488][lm_eval.api.task][INFO] - Building contexts for mmlu_college_mathematics on rank 0... |
| [2026-07-09 17:43:38,593][lm_eval.api.task][INFO] - Building contexts for mmlu_college_physics on rank 0... |
| [2026-07-09 17:43:38,700][lm_eval.api.task][INFO] - Building contexts for mmlu_computer_security on rank 0... |
| [2026-07-09 17:43:38,806][lm_eval.api.task][INFO] - Building contexts for mmlu_conceptual_physics on rank 0... |
| [2026-07-09 17:43:39,056][lm_eval.api.task][INFO] - Building contexts for mmlu_electrical_engineering on rank 0... |
| [2026-07-09 17:43:39,211][lm_eval.api.task][INFO] - Building contexts for mmlu_elementary_mathematics on rank 0... |
| [2026-07-09 17:43:39,603][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_biology on rank 0... |
| [2026-07-09 17:43:39,926][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_chemistry on rank 0... |
| [2026-07-09 17:43:40,139][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_computer_science on rank 0... |
| [2026-07-09 17:43:40,246][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_mathematics on rank 0... |
| [2026-07-09 17:43:40,523][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_physics on rank 0... |
| [2026-07-09 17:43:40,679][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_statistics on rank 0... |
| [2026-07-09 17:43:40,913][lm_eval.api.task][INFO] - Building contexts for mmlu_machine_learning on rank 0... |
| [2026-07-09 17:43:41,030][lm_eval.api.task][INFO] - Building contexts for mmlu_business_ethics on rank 0... |
| [2026-07-09 17:43:41,135][lm_eval.api.task][INFO] - Building contexts for mmlu_clinical_knowledge on rank 0... |
| [2026-07-09 17:43:41,408][lm_eval.api.task][INFO] - Building contexts for mmlu_college_medicine on rank 0... |
| [2026-07-09 17:43:41,586][lm_eval.api.task][INFO] - Building contexts for mmlu_global_facts on rank 0... |
| [2026-07-09 17:43:41,689][lm_eval.api.task][INFO] - Building contexts for mmlu_human_aging on rank 0... |
| [2026-07-09 17:43:41,926][lm_eval.api.task][INFO] - Building contexts for mmlu_management on rank 0... |
| [2026-07-09 17:43:42,043][lm_eval.api.task][INFO] - Building contexts for mmlu_marketing on rank 0... |
| [2026-07-09 17:43:42,302][lm_eval.api.task][INFO] - Building contexts for mmlu_medical_genetics on rank 0... |
| [2026-07-09 17:43:42,408][lm_eval.api.task][INFO] - Building contexts for mmlu_miscellaneous on rank 0... |
| [2026-07-09 17:43:43,335][lm_eval.api.task][INFO] - Building contexts for mmlu_nutrition on rank 0... |
| [2026-07-09 17:43:43,786][lm_eval.api.task][INFO] - Building contexts for mmlu_professional_accounting on rank 0... |
| [2026-07-09 17:43:44,204][lm_eval.api.task][INFO] - Building contexts for mmlu_professional_medicine on rank 0... |
| [2026-07-09 17:43:45,177][lm_eval.api.task][INFO] - Building contexts for mmlu_virology on rank 0... |
| [2026-07-09 17:43:45,359][lm_eval.api.task][INFO] - Building contexts for mmlu_econometrics on rank 0... |
| [2026-07-09 17:43:45,480][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_geography on rank 0... |
| [2026-07-09 17:43:45,685][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_government_and_politics on rank 0... |
| [2026-07-09 17:43:45,886][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_macroeconomics on rank 0... |
| [2026-07-09 17:43:46,286][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_microeconomics on rank 0... |
| [2026-07-09 17:43:46,533][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_psychology on rank 0... |
| [2026-07-09 17:43:47,095][lm_eval.api.task][INFO] - Building contexts for mmlu_human_sexuality on rank 0... |
| [2026-07-09 17:43:47,235][lm_eval.api.task][INFO] - Building contexts for mmlu_professional_psychology on rank 0... |
| [2026-07-09 17:43:47,873][lm_eval.api.task][INFO] - Building contexts for mmlu_public_relations on rank 0... |
| [2026-07-09 17:43:47,989][lm_eval.api.task][INFO] - Building contexts for mmlu_security_studies on rank 0... |
| [2026-07-09 17:43:48,254][lm_eval.api.task][INFO] - Building contexts for mmlu_sociology on rank 0... |
| [2026-07-09 17:43:48,464][lm_eval.api.task][INFO] - Building contexts for mmlu_us_foreign_policy on rank 0... |
| [2026-07-09 17:43:48,571][lm_eval.api.task][INFO] - Building contexts for mmlu_formal_logic on rank 0... |
| [2026-07-09 17:43:48,704][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_european_history on rank 0... |
| [2026-07-09 17:43:48,878][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_us_history on rank 0... |
| [2026-07-09 17:43:49,093][lm_eval.api.task][INFO] - Building contexts for mmlu_high_school_world_history on rank 0... |
| [2026-07-09 17:43:49,350][lm_eval.api.task][INFO] - Building contexts for mmlu_international_law on rank 0... |
| [2026-07-09 17:43:49,477][lm_eval.api.task][INFO] - Building contexts for mmlu_jurisprudence on rank 0... |
| [2026-07-09 17:43:49,592][lm_eval.api.task][INFO] - Building contexts for mmlu_logical_fallacies on rank 0... |
| [2026-07-09 17:43:49,763][lm_eval.api.task][INFO] - Building contexts for mmlu_moral_disputes on rank 0... |
| [2026-07-09 17:43:50,121][lm_eval.api.task][INFO] - Building contexts for mmlu_moral_scenarios on rank 0... |
| [2026-07-09 17:43:51,036][lm_eval.api.task][INFO] - Building contexts for mmlu_philosophy on rank 0... |
| [2026-07-09 17:43:51,358][lm_eval.api.task][INFO] - Building contexts for mmlu_prehistory on rank 0... |
| [2026-07-09 17:43:51,693][lm_eval.api.task][INFO] - Building contexts for mmlu_professional_law on rank 0... |
| [2026-07-09 17:43:53,281][lm_eval.api.task][INFO] - Building contexts for mmlu_world_religions on rank 0... |
| [2026-07-09 17:43:53,459][lm_eval.evaluator][INFO] - Running loglikelihood requests |
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