Artificial Intelligence (AI) vs. Artificial General Intelligence (AGI): How to Distinguish Between the Two

Artificial Intelligence (AI) vs. Artificial General Intelligence (AGI): How to Distinguish Between the Two

Today’s artificial intelligence (AI) is much like Schrödinger’s cat: it seems to be within reach, mimicking humans, while being entirely devoid of humanity. Imagine an AI that can not only answer questions like ChatGPT but also brew your morning coffee, wash the dishes, and even care for your elderly parents while you’re busy working. This … Read more

Understanding LoRA: The Right Approach to Fine-tuning LLMs

Understanding LoRA: The Right Approach to Fine-tuning LLMs

↑ ClickBlue Text Follow the Jishi Platform Author丨CW Don’t Be Boring Editor丨Jishi Platform Jishi Guide Big questions about the popular LoRA in the model training community! Dive deep into understanding LoRA with source code analysis.>> Join the Jishi CV Technology Group to stay at the forefront of computer vision. Introduction Since ChatGPT sparked the trend … Read more

ReLoRA: Efficient Large Model Training Through Low-Rank Updates

ReLoRA: Efficient Large Model Training Through Low-Rank Updates

This article focuses on reducing the training costs of large Transformer language models. The author introduces a low-rank update-based method called ReLoRA. A core principle in the development of deep learning over the past decade has been to “stack more layers,” and the author aims to explore whether stacking can similarly enhance training efficiency for … Read more