ictc/claude-sonnet-4.6-120000x

这是一个严格专业、高级的合成数据集，旨在训练下一代模型进行高级推理、逻辑推断和多领域编程。主要教师模型是配备自适应思维级别的Claude Sonnet 4.6，通过其动态计算分配，推理路径在快速直觉跳跃和深入多步思考之间有机转换，产生前所未有的自然、类人思维风格，完全避免可预测的、僵化的机器人措辞。对于编程/系统任务中的交叉验证和结构复杂性，同时使用Gemini 3.1 Pro处理相同的指令集。所有数据完全无审查，在明确、哲学和历史界限内保持0拒绝。This is a strictly professional, high-grade synthetic dataset designed to train next-generation models in advanced reasoning, logical extrapolation, and multi-domain programming. The primary teacher model driving the reasoning traces is Claude Sonnet 4.6 equipped with Adaptive Thinking Level. By utilizing its dynamic compute allocation, the reasoning paths shift organically between rapid intuitive leaps and profound multi-step deliberation. This yields an unprecedentedly natural, human-like thinking style, entirely devoid of predictable, rigid robotic phrasing. For cross-verification and structural complexity in programming/system tasks, Gemini 3.1 Pro was utilized concurrently alongside Claude 4.6 on identical instruction sets. All data is fully uncensored, retaining 0 refusals across explicit, philosophical, and historical bounds.