AcademicGPT is a large language model specifically designed to empower academic research, developed by researchers and engineers.
AcademicGPT is derived from the LLaMA2-70B model and trained on a corpus consisting mainly of academic papers, theses, and other high-quality content from various academic domains.
AcademicGPT demonstrates strong performance on several established public benchmarks such as MMLU and CEval, as well as specialized academic benchmarks like PubMedQA, SCIEval, and ComputerScienceQA. It showcases capabilities in general knowledge, Chinese language understanding, and academic domain-specific tasks.
Building upon AcademicGPT's foundation model, researchers have developed several applications tailored for the academic community, including:
There are also open-source projects like "GPT Academic" on GitHub that aim to optimize large language models like GPT and ChatGLM for academic research purposes. These projects provide functionalities such as reading papers, translating papers, interpreting full-text LaTeX/PDF papers, and generating abstracts with one click.
In summary, AcademicGPT and similar projects demonstrate the potential of large language models to augment and empower academic research by providing intelligent assistance in various tasks like question answering, paper reading, reviewing, and writing.