Claude Opus 4.6 10000X

This synthetic text dataset contains between 1,000 and 10,000 reasoning traces generated by Roman1111111 in March 2026. It captures the internal Chain of Thought and logical deduction patterns of the Claude Opus 4.6 model, specifically targeting mathematical accuracy.

Use Cases

• Supervised Fine-Tuning (SFT) of smaller language models using reasoning traces
• Model distillation to replicate Claude Opus 4.6 logic patterns
• Benchmarking mathematical deduction capabilities in open-source models

Strengths

• Synthesized using Claude Opus 4.6
• 1,000 to 10,000 record count
• MIT licensed for open use
• Includes structured logical deduction traces

Limitations

• Synthetic nature means the data may inherit hallucinations or biases from the source model
• Small sample size compared to larger reasoning corpora
• Lack of human-expert verification for the mathematical accuracy of the traces

Provenance

Source

Claude Opus 4.6

Collection Method

synthetic

Freshness

Last updated March 11, 2026.

Geography

United States