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Explore the evolution of ChatGLM, a family of large language models developed by Zhipu AI, in this 29-minute keynote presentation from the Large Language Model Day at KDD2024. Delve into the latest advancements in language, multi-modal, and agent models as presented by researcher Xiaotao Gu. Gain insights into the GLM-4 models, pre-trained on ten trillion tokens primarily in Chinese and English, with additional support for 24 languages. Learn about the competitive capabilities of CogVLM, CogView, and CogAgent models in image understanding, generation, and vision-based agent tasks. Discover the lessons learned from previous ChatGLM generations and how they have shaped the development of these cutting-edge AI models. Benefit from Gu's extensive experience in massive text data mining, large language models, and his work with leading tech companies like Google and Huawei.
Syllabus
KDD2024 - ChatGLM: A Family of Large Models
Taught by
Association for Computing Machinery (ACM)