Language Models Need Sleep
- Published
- Source
- arXiv
- Paper number
- 240
- Field
- LLMs / NLP
- arXiv ID
- 2605.26099
Key points
- GSM-Infinite is a math reasoning benchmark that generates long problems with many arithmetic operations and tests a model's ability to preserve intermediate results and logic across thousands of tokens.
- Latency retention: By moving heavy computation to an offline stage, the model stays fast during interactive use.
- Deep reasoning activation: It allows the model to solve problems that are logically deeper than its physical layer count would normally permit.
Paper links
External research summaries. These are not HDATF publications or measured product results.