research

A Gentle Introduction to Prompt Engineering

ChatGPT is a service provided by OpenAI that is a conversational large language model. It is widespread, and it is found…

2 years ago

GPT-4 + Stable-Diffusion = ?: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models

TL;DR: Text Prompt -> LLM -> Intermediate Representation (such as an image layout) -> Stable Diffusion -> Image. Recent advancements…

2 years ago

What Are Zero-Shot Prompting and Few-Shot Prompting

In the literature on language models, you will often encounter the terms “zero-shot prompting” and “few-shot prompting.” It is important…

2 years ago

Get a Taste of LLMs from GPT4All

Large language models have become popular recently. ChatGPT is fashionable. Trying out ChatGPT to understand what LLMs are about is…

2 years ago

What are Large Language Models

Last Updated on May 19, 2023 Large language models (LLMs) are recent advances in deep learning models to work on…

2 years ago

Activation Functions in PyTorch

Last Updated on May 3, 2023 As neural networks become increasingly popular in the field of machine learning, it is…

2 years ago

PyTorch Tutorial: How to Develop Deep Learning Models with Python

Last Updated on May 1, 2023 Predictive modeling with deep learning is a skill that modern developers need to know.…

2 years ago

Interactive Fleet Learning

Figure 1: “Interactive Fleet Learning” (IFL) refers to robot fleets in industry and academia that fall back on human teleoperators…

2 years ago

Deep Learning with PyTorch (9-Day Mini-Course)

Last Updated on April 5, 2023 Deep learning is a fascinating field of study and the techniques are achieving world…

2 years ago

Koala: A Dialogue Model for Academic Research

In this post, we introduce Koala, a chatbot trained by fine-tuning Meta’s LLaMA on dialogue data gathered from the web.…

2 years ago