PinnedJack Chih-Hsu LininTowards Data ScienceMastering GenAI ML System Design Interview (2): Design ChatGPT Memory FeatureHow to design the cross-conversation memory of ChatGPT·16 min read·Jun 1, 2024--1--1
PinnedJack Chih-Hsu LininTowards Data ScienceScaling Monosemanticity: Anthropic’s One Step Towards Interpretable & Manipulable LLMsFrom prompt engineering to activation engineering for more controllable and safer LLMs·11 min read·May 28, 2024----
PinnedJack Chih-Hsu LininTowards AIKAN (Kolmogorov-Arnold Networks) ExplainedA simple and concise summary about KANs.·5 min read·May 22, 2024----
PinnedJack Chih-Hsu LininTowards Data ScienceMastering GenAI ML System Design Interview: Principles & Solution OutlineStrategies and Insights from Both Sides of the Interview Table·13 min read·May 16, 2024--5--5
PinnedJack Chih-Hsu LininTowards Data ScienceOptimize PyTorch Performance for Speed and Memory Efficiency (2022)18 PyTorch Tips You Should Know: How and Why They Work in 2022·13 min read·Apr 25, 2022--13--13
Jack Chih-Hsu LininGeek Culture41 AI Tools to Boost Your Productivity and Efficiency (2023)Work Smarter, Not Harder by AI-Powered Productivity Tools for Writing, Drawing, Creating Content, and more·4 min read·Jan 29, 2023----
Jack Chih-Hsu LininGeek CultureThe Phenomenal Rise of ChatGPTWhat is it? How was it trained? What does it mean to us?·9 min read·Dec 11, 2022--1--1
Jack Chih-Hsu LininTowards Data ScienceSelf-Supervised Learning (SSL) OverviewWhy It Matters, What It Is & Different Types of Self-Supervised Learning·12 min read·Aug 8, 2022----
Jack Chih-Hsu LininGeek CultureHow to Use Your Macbook GPU for Tensorflow?Let’s unleash the power of the internal GPU of your Macbook for deep learning in Tensorflow/Keras!·3 min read·Mar 10, 2022--5--5
Jack Chih-Hsu LinCan a neural network be too deep?Are the deeper networks always good in practice? What can be the potential issues of deep neural networks?·4 min read·Feb 26, 2022----