📖 Qiyao Wang's Blog

Total Blogs

2026

• Jan. 01, 2026. CS336 Assignment 1: Transformers Language Model Architecture. Language: Chinese. #Basics #CS336

2025

• Aug. 01, 2025. CS336 Assignment 1: BPE Tokenizer's Detailed Implementation. Lanugage: Chinese. #Basics #CS336
• Feb. 27, 2025. Three Sampling Methods: Temperature, Top K and Top P. Language: Chinese. #Decoding
• Feb. 26, 2025. Greedy Search and Beam Search. Language: Chinese. #Decoding
• Feb. 25, 2025. Autoregressive Decoding: Basic Manner of Decoder-Only LLMs. Language: Chinese. #Decoding
• Feb. 24, 2025. Proximal Policy Optimization (PPO) and RLHF. Language: Chinese. #RL
• Feb. 23, 2025. Basic Knowledge of Reinforcement Learning before PPO. Language: Chinese. #RL
• Jan. 08, 2025. CMU DLSys Course Homework 1: Implementation and Reflection (Part1). Language: Chinese. #MLSys
• Jan. 07, 2025. Chain-of-Thought Reasoning without Prompting. Language: Chinese. #Reasoning
• Jan. 01, 2025. CMU DLSys Course Homework 0: Implementation and Reflection. Language: Chinese. #MLSys

2024

• Dec. 28, 2024. Pattern Recognition and Machine Learning. Language: Chinese. #ML