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Sagicc/ClearCot-Nemotron-Cascade-SFT-1-general

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Hugging Face2026-04-03 更新2026-04-12 收录
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--- license: cc-by-4.0 language: - en tags: - ClearCot --- This dataset is used for fine tune (SFT) [Occam-2B-CCoT](https://huggingface.co/Sagicc/Occam-2B-CCoT). It is based on NVIDIA dataset Nemotron Cascade [nvidia/Nemotron-Cascade-SFT-Stage-1](https://huggingface.co/datasets/nvidia/Nemotron-Cascade-SFT-Stage-1) Used only first 2000 rows from general. It reasoning (think) block is logically optimized using **ClearCoT methodology** with **Q-R-A awareness** (Question-Reasoning-Answer) Complete report is available on [doi.org/10.5281/zenodo.19409889](https://doi.org/10.5281/zenodo.19409889) Cleaned from uncomplete questions and non English rows. Column **principles_applied** detects the thematic context Column **original_reasoning** presents original reasoning "think" block from NVIDA dataset Column **message** have new, optimized version of Clear "think" block.
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