research
6 posts tagged “research”.
- Why AI Search? Unpacking the Evolution of Search and What's Next
Published: May 27, 2025 Introduction: The term "AI Search" is everywhere these days.
- 從Softmax了解機率與分布及自然對數 Understanding Softmax: A Journey into Probability and Euler's number
Overview Softmax可以接受多個輸入，而輸出總和為1並分佈各個的機率。But why？那麼機率到底是什麼，怎麼被視為一種存在在這世界上？ 這是今天我想寫這篇文章的出發點，我以為我懂，實際上我連機率跟分布可能都不是很了解。
- The Evolution from ViT to CLIP to Multimodal Models: Exploring the Future of Vision-Language Integration
Understanding VLMs Through the Foundations of LLMs I like to understand new technologies using a high level yet first principles approach.
- A Comprehensive Comparison of Meta’s Llama Series and the Classic Transformer Architecture
After revisiting Attention is All You Need, I realized that GPT and Llama are essentially extensions and adaptations of its core ideas.
- Understanding Text-to-Vector Representation: From Tokenization to Embeddings
Overview Recently I’ve been studying a lot of foundational LLM(large language models) architecture, I had several questions about the…
- 2018-12-08 如何設計類神經網路的層數與深度?
原文: How to Configure the Number of Layers and Nodes in a Neural Network 如何設計類神經網路的層數與深度? 原文: How to Configure the Number of Layers and Nodes…