xtools-at/trace-inversion-opus-synthetic
🫧 Trace Inversion - Synthetic Reasoning Dataset 💡 Overview This dataset is designed to help train language models to reconstruct detailed reasoning traces from compressed reasoning summaries, a process known as trace inversion. Each example pairs a problem and its known final answer with one or more short reasoning summaries, then provides a more detailed reconstructed reasoning trace as the training target. The goal is to teach models to expand compact… See the full description on the dataset page: https://huggingface.co/datasets/xtools-at/trace-inversion-opus-synthetic.
| Author / organization | xtools-at |
|---|---|
| License (as declared) | apache-2.0 |
| Downloads | 0 (as reported by Hugging Face) |
| Likes | 0 |
| Created | 25 October 2026 |
| Last updated at source | 25 October 2026 |
Connected in the knowledge graph
- xtools-at/Qwen3.5-4B-Trace-Inverter-GGUFModel · used to train
Recent changes
- 25 Oct 2026 Description: none → 🫧 Trace Inversion - Synthetic Reasoning Dataset 💡 Overview This dataset is designed to help train language models to reconstruct detailed reasoning traces from compressed reasoning summaries, a process known as trace inversion. Each examp
- 25 Oct 2026 Topics added task_categories:text-generation, reasoning, trace-inversion, trace-inverter, synthetic-data, deep-reasoning, chain-of-thought, sft, claude-opus
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