Bridging the gap between LLMs and symbolic reasoning

Researchers have introduced a novel approach called natural language embedded programs (NLEPs) to improve the numerical and symbolic reasoning capabilities of large language models (LLMs). The technique involves prompting LLMs to generate and execute Python programs to solve user queries, then output solutions in natural language. While LLMs like ChatGPT have demonstrated impressive performance on […]

Databricks claims DBRX sets ‘a new standard’ for open-source LLMs

Databricks has announced the launch of DBRX, a powerful new open-source large language model that it claims sets a new bar for open models by outperforming established options like GPT-3.5 on industry benchmarks.  The company says the 132 billion parameter DBRX model surpasses popular open-source LLMs like LLaMA 2 70B, Mixtral, and Grok-1 across language […]