KALE-LM: Unleash The Power Of AI For Science Via Knowledge And Logic Enhanced Large Model
Abstract
The paper discusses the use of artificial intelligence in scientific research, particularly focusing on a large language model, Llama3-KALE-LM-Chem-8B, which has performed well in chemical-related tasks.
Artificial intelligence is gradually demonstrating its immense potential, and increasing attention is being given to how AI can be harnessed to advance scientific research. In this vision paper, we present our perspectives on how AI can better assist scientific inquiry and explore corresponding technical approach. We have proposed and open-sourced a large model of our KALE-LM model series, Llama3-KALE-LM-Chem-8B, which has achieved outstanding performance in tasks related to the field of chemistry. We hope that our work serves as a strong starting point, helping to realize more intelligent AI and promoting the advancement of human science and technology, as well as societal development.
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