GiilDe

Patch-Based-Principal-Component-Analysis-for-Image-Compression

This repository contains code for a problem related to image compression in pattern recognition using PCA. The problem involves compress subimages of the original image by representing them with relatively few features.

submitit

Python 3.8+ toolbox for submitting jobs to Slurm

minSDXL

Huggingface-compatible SDXL Unet implementation that is readily hackable

Smooth-Diffusion

Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models arXiv 2023 / CVPR 2024

audio2photoreal

Code and dataset for photorealistic Codec Avatars driven from audio

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

diffusers_ddim_inversion

A simple example for using `DDIMInverseScheduler` for inverting an input image to StableDiffusion's latent space

self-guidance

Unofficial implementation of "Diffusion Self-Guidance for Controllable Image Generation" (Epstein et al., 2023)

cross-image-attention

Officail Implementation for "Cross-Image Attention for Zero-Shot Appearance Transfer"

IP-Adapter

The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt.

stable-dreamfusion

Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion.

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

Conditional_Diffusion_MNIST

Conditional diffusion model to generate MNIST. Minimal script. Based on 'Classifier-Free Diffusion Guidance'.

Systems-At-Scale

awesome-adaptive-computation

A curated reading list of research in Adaptive Computation, Dynamic Compute & Mixture of Experts (MoE).

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

hiera

Hiera: A fast, powerful, and simple hierarchical vision transformer.

tangent_task_arithmetic

Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".

llama-trl

LLaMA-TRL: Fine-tuning LLaMA with PPO and LoRA

ddpo-pytorch

DDPO for finetuning diffusion models, implemented in PyTorch with LoRA support

qlora

QLoRA: Efficient Finetuning of Quantized LLMs

LMOps

General technology for enabling AI capabilities w/ LLMs and MLLMs

in-context-learning

haltt4llm

This project is an attempt to create a common metric to test LLM's for progress in eliminating hallucinations which is the most serious current problem in widespread adoption of LLM's for many real purposes.

llama

Inference code for Llama models

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

lm-human-preferences

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

mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

Palette-Image-to-Image-Diffusion-Models

Unofficial implementation of Palette: Image-to-Image Diffusion Models by Pytorch

ddpo

Code for the paper "Training Diffusion Models with Reinforcement Learning"