The Revolutionary Potential of 1-Bit Language Models (LLMs)
Too Long; Didn't Read
1-bit LLMs are a potential way to build much more efficient neural networks that are more biologically plausible and run more efficiently on specialized hardware. Investigating how effectively 1-bit networks can be trained with gradient-free methods could be a very interesting research topic.