This website is a virtual proof that I'm awesome https://scaufish.github.io/ Exploring Apple's comprehensive approach to on-device AI with foundation models - Exploring Apple's comprehensive technical report on Apple Foundation Models (AFM) and their approach to on-device AI Apple Foundation Models: Transforming Device Intelligence at Scale Apple Foundation Models: Transforming Device Intelligence at Scale Author: Cheng Shen Email: shenchg126@gmail.com Website: https://scaufish.github.io/ Apple recently released their comprehensive technical report on Apple Foundation Models... Fri, 01 Aug 2025 00:00:00 -0400 https://scaufish.github.io/2025-08-01-apple-foundation-models/ https://scaufish.github.io/2025-08-01-apple-foundation-models/ Sharing session at Stanford XCS 236 on April 4th 2025 covering RL algorithms in LLM training (with DeepSeek-R1 as an example) Reinforcement Learning Algorithms in Deep Generative Model Reinforcement Learning Algorithms in Deep Generative Model Name: Cheng Shen Email: shenchg126@gmail.com Website: https://scaufish.github.io/ RLHF has become a routine in LLM training... Fri, 04 Apr 2025 00:00:00 -0400 https://scaufish.github.io/2025-04-04-rl-in-llm/ https://scaufish.github.io/2025-04-04-rl-in-llm/ A sharing session at Stanford XCS 236 (Deep Generative Models) - A knowledge sharing session at Stanford XCS 236 (Deep Generative Models) where I shared how math concepts from Stanford Course XCS 236 are related to the Transformer and Large Language Models. From_Math_to_Practices_(10_18) Agenda¶ 0. Why this session?¶1. Model architecture: Autoregressive model architecture in language modeling¶ Recap on conditional probability Dependency... Fri, 18 Oct 2024 00:00:00 -0400 https://scaufish.github.io/2024-10-18-from-math-to-practice/ https://scaufish.github.io/2024-10-18-from-math-to-practice/