unlearning-cleanslate/generations-20-DEBUG-llama-3_1-8b-simnpo-gentle-igm-10b-target-100-localtrain-checkpoint-1
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https://hf-mirror.com/datasets/unlearning-cleanslate/generations-20-DEBUG-llama-3_1-8b-simnpo-gentle-igm-10b-target-100-localtrain-checkpoint-1
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资源简介:
---
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- config_name: mmlu_prehistory
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- config_name: mmlu_professional_accounting
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- config_name: mmlu_professional_law
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- config_name: mmlu_public_relations
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- config_name: mmlu_sociology
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- config_name: mmlu_virology
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configs:
- config_name: arc_challenge
data_files:
- split: train
path: arc_challenge/train-*
- config_name: bbh_cot_fewshot_boolean_expressions
data_files:
- split: train
path: bbh_cot_fewshot_boolean_expressions/train-*
- config_name: bbh_cot_fewshot_causal_judgement
data_files:
- split: train
path: bbh_cot_fewshot_causal_judgement/train-*
- config_name: bbh_cot_fewshot_date_understanding
data_files:
- split: train
path: bbh_cot_fewshot_date_understanding/train-*
- config_name: bbh_cot_fewshot_disambiguation_qa
data_files:
- split: train
path: bbh_cot_fewshot_disambiguation_qa/train-*
- config_name: bbh_cot_fewshot_dyck_languages
data_files:
- split: train
path: bbh_cot_fewshot_dyck_languages/train-*
- config_name: bbh_cot_fewshot_formal_fallacies
data_files:
- split: train
path: bbh_cot_fewshot_formal_fallacies/train-*
- config_name: bbh_cot_fewshot_geometric_shapes
data_files:
- split: train
path: bbh_cot_fewshot_geometric_shapes/train-*
- config_name: bbh_cot_fewshot_hyperbaton
data_files:
- split: train
path: bbh_cot_fewshot_hyperbaton/train-*
- config_name: bbh_cot_fewshot_logical_deduction_five_objects
data_files:
- split: train
path: bbh_cot_fewshot_logical_deduction_five_objects/train-*
- config_name: bbh_cot_fewshot_logical_deduction_seven_objects
data_files:
- split: train
path: bbh_cot_fewshot_logical_deduction_seven_objects/train-*
- config_name: bbh_cot_fewshot_logical_deduction_three_objects
data_files:
- split: train
path: bbh_cot_fewshot_logical_deduction_three_objects/train-*
- config_name: bbh_cot_fewshot_movie_recommendation
data_files:
- split: train
path: bbh_cot_fewshot_movie_recommendation/train-*
- config_name: bbh_cot_fewshot_multistep_arithmetic_two
data_files:
- split: train
path: bbh_cot_fewshot_multistep_arithmetic_two/train-*
- config_name: bbh_cot_fewshot_navigate
data_files:
- split: train
path: bbh_cot_fewshot_navigate/train-*
- config_name: bbh_cot_fewshot_object_counting
data_files:
- split: train
path: bbh_cot_fewshot_object_counting/train-*
- config_name: bbh_cot_fewshot_penguins_in_a_table
data_files:
- split: train
path: bbh_cot_fewshot_penguins_in_a_table/train-*
- config_name: bbh_cot_fewshot_reasoning_about_colored_objects
data_files:
- split: train
path: bbh_cot_fewshot_reasoning_about_colored_objects/train-*
- config_name: bbh_cot_fewshot_ruin_names
data_files:
- split: train
path: bbh_cot_fewshot_ruin_names/train-*
- config_name: bbh_cot_fewshot_salient_translation_error_detection
data_files:
- split: train
path: bbh_cot_fewshot_salient_translation_error_detection/train-*
- config_name: bbh_cot_fewshot_snarks
data_files:
- split: train
path: bbh_cot_fewshot_snarks/train-*
- config_name: bbh_cot_fewshot_sports_understanding
data_files:
- split: train
path: bbh_cot_fewshot_sports_understanding/train-*
- config_name: bbh_cot_fewshot_temporal_sequences
data_files:
- split: train
path: bbh_cot_fewshot_temporal_sequences/train-*
- config_name: bbh_cot_fewshot_tracking_shuffled_objects_five_objects
data_files:
- split: train
path: bbh_cot_fewshot_tracking_shuffled_objects_five_objects/train-*
- config_name: bbh_cot_fewshot_tracking_shuffled_objects_seven_objects
data_files:
- split: train
path: bbh_cot_fewshot_tracking_shuffled_objects_seven_objects/train-*
- config_name: bbh_cot_fewshot_tracking_shuffled_objects_three_objects
data_files:
- split: train
path: bbh_cot_fewshot_tracking_shuffled_objects_three_objects/train-*
- config_name: bbh_cot_fewshot_web_of_lies
data_files:
- split: train
path: bbh_cot_fewshot_web_of_lies/train-*
- config_name: bbh_cot_fewshot_word_sorting
data_files:
- split: train
path: bbh_cot_fewshot_word_sorting/train-*
- config_name: cleanslate_qa
data_files:
- split: train
path: cleanslate_qa/train-*
- config_name: coqa
data_files:
- split: train
path: coqa/train-*
- config_name: drop
data_files:
- split: train
path: drop/train-*
- config_name: gsm8k
data_files:
- split: train
path: gsm8k/train-*
- config_name: hellaswag
data_files:
- split: train
path: hellaswag/train-*
- config_name: humaneval_plus
data_files:
- split: train
path: humaneval_plus/train-*
- config_name: lambada_openai
data_files:
- split: train
path: lambada_openai/train-*
- config_name: mmlu_abstract_algebra
data_files:
- split: train
path: mmlu_abstract_algebra/train-*
- config_name: mmlu_anatomy
data_files:
- split: train
path: mmlu_anatomy/train-*
- config_name: mmlu_astronomy
data_files:
- split: train
path: mmlu_astronomy/train-*
- config_name: mmlu_business_ethics
data_files:
- split: train
path: mmlu_business_ethics/train-*
- config_name: mmlu_clinical_knowledge
data_files:
- split: train
path: mmlu_clinical_knowledge/train-*
- config_name: mmlu_college_biology
data_files:
- split: train
path: mmlu_college_biology/train-*
- config_name: mmlu_college_chemistry
data_files:
- split: train
path: mmlu_college_chemistry/train-*
- config_name: mmlu_college_computer_science
data_files:
- split: train
path: mmlu_college_computer_science/train-*
- config_name: mmlu_college_mathematics
data_files:
- split: train
path: mmlu_college_mathematics/train-*
- config_name: mmlu_college_medicine
data_files:
- split: train
path: mmlu_college_medicine/train-*
- config_name: mmlu_college_physics
data_files:
- split: train
path: mmlu_college_physics/train-*
- config_name: mmlu_computer_security
data_files:
- split: train
path: mmlu_computer_security/train-*
- config_name: mmlu_conceptual_physics
data_files:
- split: train
path: mmlu_conceptual_physics/train-*
- config_name: mmlu_econometrics
data_files:
- split: train
path: mmlu_econometrics/train-*
- config_name: mmlu_electrical_engineering
data_files:
- split: train
path: mmlu_electrical_engineering/train-*
- config_name: mmlu_elementary_mathematics
data_files:
- split: train
path: mmlu_elementary_mathematics/train-*
- config_name: mmlu_formal_logic
data_files:
- split: train
path: mmlu_formal_logic/train-*
- config_name: mmlu_global_facts
data_files:
- split: train
path: mmlu_global_facts/train-*
- config_name: mmlu_high_school_biology
data_files:
- split: train
path: mmlu_high_school_biology/train-*
- config_name: mmlu_high_school_chemistry
data_files:
- split: train
path: mmlu_high_school_chemistry/train-*
- config_name: mmlu_high_school_computer_science
data_files:
- split: train
path: mmlu_high_school_computer_science/train-*
- config_name: mmlu_high_school_european_history
data_files:
- split: train
path: mmlu_high_school_european_history/train-*
- config_name: mmlu_high_school_geography
data_files:
- split: train
path: mmlu_high_school_geography/train-*
- config_name: mmlu_high_school_government_and_politics
data_files:
- split: train
path: mmlu_high_school_government_and_politics/train-*
- config_name: mmlu_high_school_macroeconomics
data_files:
- split: train
path: mmlu_high_school_macroeconomics/train-*
- config_name: mmlu_high_school_mathematics
data_files:
- split: train
path: mmlu_high_school_mathematics/train-*
- config_name: mmlu_high_school_microeconomics
data_files:
- split: train
path: mmlu_high_school_microeconomics/train-*
- config_name: mmlu_high_school_physics
data_files:
- split: train
path: mmlu_high_school_physics/train-*
- config_name: mmlu_high_school_psychology
data_files:
- split: train
path: mmlu_high_school_psychology/train-*
- config_name: mmlu_high_school_statistics
data_files:
- split: train
path: mmlu_high_school_statistics/train-*
- config_name: mmlu_high_school_us_history
data_files:
- split: train
path: mmlu_high_school_us_history/train-*
- config_name: mmlu_high_school_world_history
data_files:
- split: train
path: mmlu_high_school_world_history/train-*
- config_name: mmlu_human_aging
data_files:
- split: train
path: mmlu_human_aging/train-*
- config_name: mmlu_human_sexuality
data_files:
- split: train
path: mmlu_human_sexuality/train-*
- config_name: mmlu_international_law
data_files:
- split: train
path: mmlu_international_law/train-*
- config_name: mmlu_jurisprudence
data_files:
- split: train
path: mmlu_jurisprudence/train-*
- config_name: mmlu_logical_fallacies
data_files:
- split: train
path: mmlu_logical_fallacies/train-*
- config_name: mmlu_machine_learning
data_files:
- split: train
path: mmlu_machine_learning/train-*
- config_name: mmlu_management
data_files:
- split: train
path: mmlu_management/train-*
- config_name: mmlu_marketing
data_files:
- split: train
path: mmlu_marketing/train-*
- config_name: mmlu_medical_genetics
data_files:
- split: train
path: mmlu_medical_genetics/train-*
- config_name: mmlu_miscellaneous
data_files:
- split: train
path: mmlu_miscellaneous/train-*
- config_name: mmlu_moral_disputes
data_files:
- split: train
path: mmlu_moral_disputes/train-*
- config_name: mmlu_moral_scenarios
data_files:
- split: train
path: mmlu_moral_scenarios/train-*
- config_name: mmlu_nutrition
data_files:
- split: train
path: mmlu_nutrition/train-*
- config_name: mmlu_philosophy
data_files:
- split: train
path: mmlu_philosophy/train-*
- config_name: mmlu_prehistory
data_files:
- split: train
path: mmlu_prehistory/train-*
- config_name: mmlu_professional_accounting
data_files:
- split: train
path: mmlu_professional_accounting/train-*
- config_name: mmlu_professional_law
data_files:
- split: train
path: mmlu_professional_law/train-*
- config_name: mmlu_professional_medicine
data_files:
- split: train
path: mmlu_professional_medicine/train-*
- config_name: mmlu_professional_psychology
data_files:
- split: train
path: mmlu_professional_psychology/train-*
- config_name: mmlu_public_relations
data_files:
- split: train
path: mmlu_public_relations/train-*
- config_name: mmlu_security_studies
data_files:
- split: train
path: mmlu_security_studies/train-*
- config_name: mmlu_sociology
data_files:
- split: train
path: mmlu_sociology/train-*
- config_name: mmlu_us_foreign_policy
data_files:
- split: train
path: mmlu_us_foreign_policy/train-*
- config_name: mmlu_virology
data_files:
- split: train
path: mmlu_virology/train-*
- config_name: mmlu_world_religions
data_files:
- split: train
path: mmlu_world_religions/train-*
- config_name: triviaqa
data_files:
- split: train
path: triviaqa/train-*
- config_name: winogrande
data_files:
- split: train
path: winogrande/train-*
---
提供机构:
unlearning-cleanslate
搜集汇总
数据集介绍

构建方式
该数据集基于LLaMA-3.1-8B模型在SimNPO算法框架下进行推理生成,采用gentle-igm-10b策略并设定目标为100,在本地训练过程中从checkpoint-1处采集生成结果。数据构建融合了多个经典推理基准,涵盖ARC-Challenge、BBH系列(如boolean_expressions、causal_judgement、date_understanding等)共20余个子任务,每个子任务独立配置字段结构,包含原始文档、目标答案、生成参数、模型响应、过滤后的响应及评分等关键信息。
特点
该数据集的显著特征在于其多维度、多任务的结构化设计。每个样本均记录doc_id以保证追踪溯源,同时保存了gen_args系列参数(如do_sample、temperature、max_gen_toks等)用于复现生成过程。响应字段包含原始输出与过滤后结果,并附有filter标识与score评分,便于后续分析模型表现。特别地,arc_challenge配置中含有choices字段结构,适用于选择题型;而BBH系列则统一使用input-target格式,便于链式思维推理任务的评估。
使用方法
研究者可通过HuggingFace Datasets库加载该数据集,依据config_name参数选择特定子任务(如'arc_challenge'或'bbh_cot_fewshot_boolean_expressions')进行使用。数据以训练集形式提供,可直接用于评估模型在多项推理任务上的生成质量。结合doc、target与resps字段,可计算模型响应与标准答案的一致性;借助filtered_resps与score,可分析过滤策略的效果。生成参数字段为复现和调试推理过程提供了完整参考。
背景与挑战
背景概述
该数据集诞生于大语言模型对齐与推理能力优化的前沿探索时期,由研究团队基于 Llama 3.1 8B 模型,采用 SimNPO(一种偏好优化方法)结合 gentle-igm 策略生成,旨在解决模型在复杂推理任务中的对齐问题。核心研究问题聚焦于如何通过生成多样化推理路径来提升模型在 ARC-Challenge、BBH 等基准上的表现。数据集覆盖了从常识推理到数学、逻辑、符号操作等广泛的高阶认知任务,为研究模型内化推理偏好、减少错误生成提供了重要资源。其影响力体现在为偏好优化研究开辟了新范式,即通过显式记录模型生成的中间推理步骤及其过滤、评分过程,使研究者得以细致分析模型决策边界与对齐效果。
当前挑战
该数据集致力于攻克的核心领域挑战在于:大语言模型在面对需要多步逻辑推导、符号操作及常识整合的任务时,普遍存在推理不稳定、偏好对齐困难的问题,尤其在 ARC-Challenge 和 BBH 等要求严苛的基准上,模型常生成似是而非的推理链。构建过程中面临的挑战包括:如何设计高效的生成参数(如温度、生成长度)以平衡推理多样性与连贯性;如何制定合理的过滤与评分机制,从海量生成结果中甄别出正确且信息量丰富的推理路径;以及如何确保跨任务(如几何推理、日期理解)的数据格式归一化与哈希一致性,以支持后续的分析与复用。
常用场景
经典使用场景
该数据集作为大语言模型对齐优化过程中的中间产物,最经典的使用场景是用于SimNPO(SimPO变体)等偏好优化算法的训练与验证。它存储了在特定生成参数配置下,模型对多元推理任务(如ARC挑战、BBH因果判断、日期理解等)产生的原始响应及过滤后的结果,可精准评估不同对齐策略对模型推理能力的影响,是偏好学习、强化学习从人类反馈(RLHF)等方向研究的核心训练材料。
解决学术问题
该数据集解决了大语言模型偏好对齐研究中数据稀缺与泛化性评估困难的问题。其涵盖的多领域推理任务(包括逻辑演绎、几何推理、多步算术等)为衡量模型在复杂认知场景下的偏好一致性提供了标准化基准。通过对比原始响应与过滤后响应,学者可系统分析对齐算法对模型过度优化或覆盖不足的缺陷,对理解免奖励模型离线优化策略的边界效应具有重要的方法论意义。
衍生相关工作
该数据集衍生了系列关于免奖励偏好优化的经典工作,特别是在SimNPO与DPO(直接偏好优化)的对比研究中,其作为中间监督信号被广泛引用。相关后续工作进一步探索了基于该数据的响应筛选策略,如采用自洽性过滤与拒绝采样机制,推动了Evolve-Align等迭代式对齐框架的发展。此外,其在BBH任务上的结构化响应记录为推理链长度与模型性能的耦合分析提供了实证基础。
以上内容由遇见数据集搜集并总结生成



