From a computational architecture perspective ... making these models more versatile and valuable for practical applications. Zero-shot/few-shot learning One standout advancement in LLMs has been ...

Titans architecture complements attention layers with neural memory modules that select bits of information worth saving in the long term.

"PhoneLM follows a standard LLM architecture," said Xu. "What's unique about it is how it is designed: we search for the architecture hyper-parameters (e.g., width, depth, # of heads, etc.) ...