Why Compressing Information Helps AI Work Better | HackerNoonSelective state space models improve sequence modeling by efficiently compressing context, contrasting with traditional methods like attention that require extensive storage.
The Extreme LLM Compression Evolution: From QuIP to AQLM With PV-Tuning | HackerNoonLarge language models can be compressed from 16 to 2 bits using methods like AQLM and PV-Tuning, enabling significant model size reduction.