Artificial Intelligence #llm#compression
Haiku to Opus in Just 10 bits: LLMs Unlock Large Compression Gains
A new arXiv paper presents methods for compressing LLM-generated text, achieving over 100x reduction in data transfer compared to prior techniques. Lossless compression via domain-adapted LoRA adapters doubles efficiency, while an interactive Question-Asking protocol recovers up to 72% of the capability gap between small and large models using only 10 binary questions.
Jun 16, 2026 1 source