📖 Qiyao Wang's Blog

Total Blogs

2025

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

2024

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