TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.

V-Express aims to generate a talking head video under the control of a reference image, an audio, and a sequence of V-Kps images.

A playbook for systematically maximizing the performance of deep learning models.

A collection of reference Jupyter notebooks and demo AI/ML applications for enterprise use cases: marketing, pricing, supply chain, smart manufacturing, and more.

pix2tex: Using a ViT to convert images of equations into LaTeX code.

The first LVLM based IAD method!

Automated Time Series Forecasting

Paint by Example: Exemplar-based Image Editing with Diffusion Models

The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

Python scripts for modelling timbral attributes

This repository includes the notebook of „Understanding Videos at Scale: How to Extract Insights for Business Research“

Official implementation of the pipeline presented in I hear your true colors: Image Guided Audio Generation

This repo includes ChatGPT promt curation to use ChatGPT better.

@DeepLearning.AI Practical Data Science Specialization brings together these disciplines using purpose-built ML tools in the AWS cloud. It has helped me to develop the practical skills to effective…

Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"

Diffusion-LM

Train transformer language models with reinforcement learning.

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

PFRL: a PyTorch-based deep reinforcement learning library

Dense Passage Retriever - is a set of tools and models for open domain Q&A task.

Code for the paper Fine-Tuning Language Models from Human Preferences