ICML 2024 Tutorial: Physics of Language Models
1:53:43
YouTubeZeyuan Allen-Zhu, Sc.D.
ICML 2024 Tutorial: Physics of Language Models
Project page (with further readings): https://physics.allen-zhu.com/ Abstract: We divide "intelligence" into multiple dimensions (like language structures, knowledge, reasoning, etc.). For each dimension, we create synthetic data for LLM pretraining to understand the theory and push the capabilities of LLMs to the extreme. Unlike benchmarking ...
57.8K viewsJul 25, 2024
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