Author @AllanatrixQ released SciTech Reasoning 1M on 2026-06-08

Brief

AllanatrixQ released SciTech Reasoning 1M (1,014,179 quality-gated synthetic reasoning traces) on 2026-06-08 for scientific and technical AI. The dataset targets SFT, distillation, evals, and data-mixture augmentation in areas like numerical methods, SciML, CUDA/HPC, debugging, optimization, and systems reasoning to help small and mid-sized open-weight models improve structured problem solving; compute credited to @0xSero.

Key details

Dataset is intended for SFT, distillation, evaluations, and data-mixture augmentation across domains under-served by generic chat data: numerical methods, SciML, CUDA/HPC, debugging, optimization, and systems reasoning.

Goal is to provide open model builders with a reusable dataset to improve structured problem-solving in small and mid-sized open-weight models; compute was provided by @0xSero.

How are you doing guys I've recently shipped open SciTech Reasoning 1M: 1,014,179 quality-gated synthetic reasoning traces for scientific + technical AI.

Use it for SFT, distillation, evals, and data-mixture augmentation in domains generic chat data underserves: numerical methods, SciML, CUDA/HPC, debugging, optimization, and systems reasoning.

The goal is to give open model builders a reusable dataset for improving structured problem solving in small and mid-sized open-weight models.

Thanks @0xSero for providing the compute.

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