Tag: reasoning tasks

OctoTools: A New Open-Source Platform for LLMs

In an era where artificial intelligence is rapidly advancing, the launch of OctoTools by Stanford University scientists marks a transformative milestone for large language models (LLMs).This innovative open-source platform enhances LLMs' reasoning capabilities by breaking down complex tasks into manageable subcomponents and integrating external tools seamlessly.

Small Language Models Outperform Larger Language Models

In the evolving landscape of artificial intelligence, recent research from the Shanghai AI Laboratory reveals a surprising twist: very small language models (SLMs) may excel in reasoning tasks compared to their larger counterparts.With just 1 billion parameters, an SLM can outperform a colossal 405 billion parameter large language model (LLM) on complex math benchmarks, thanks to innovative test-time scaling (TTS) techniques.