Yu-Cheng TsaiinTowards Data ScienceAre GPTs Good Embedding ModelsA surprising experiment to show that the devil is in the details6 min read·May 18, 2024----
Yu-Cheng TsaiinSage AiDemystify Transformers: A Comprehensive Guide to Scaling LawsUnpacking Transformer Technologies and Scaling Strategies10 min read·Apr 30, 2024----
Yu-Cheng TsaiinSage AiUnlocking Parent-Child Interactions: Advancing Video Understanding with Multi-Modal LLMsRevolutionizing Video Analysis: Demystifying Parent-Child Dynamics with Advanced AI Tools7 min read·Sep 26, 2023----
Yu-Cheng TsaiinSage AiFine-Tuning Large Language Models: A Guide into Distributed Parallel Training with DeepSpeed, Ray…Path to Open-source LLMs13 min read·Oct 20, 2023--2--2
Yu-Cheng TsaiinSage AiNo static experimentation: Scalable notebooks for time-series forecasting at Sage7 min read·Jan 11, 2023----
Yu-Cheng TsaiReinforcement Learning-based Recommender Systems using TF-Agent and MovieLens DatasetWith a full code example walkthrough of TF-Agent in Python and Jupyter Notebook5 min read·Sep 2, 2021----