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Stars
GPT4V-level open-source multi-modal model based on Llama3-8B
[ICCV 2023, Official Code] for paper "Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives". Official Weights and Demos provided.
Machine Learning Engineering Open Book
Image compression program using quadtrees in python.
A repository for research on medium sized language models.
A unified framework for 3D content generation.
🤖 A PyTorch library of curated Transformer models and their composable components
Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"
Huggingface-compatible SDXL Unet implementation that is readily hackable
Differentiable fast wavelet transforms in PyTorch with GPU support.
Kandinsky 2 — multilingual text2image latent diffusion model
Implementation of Recurrent Interface Network (RIN), for highly efficient generation of images and video without cascading networks, in Pytorch
Official Pytorch Implementation of Our CVPR2023 Paper: "Towards Accurate Image Coding: Improved Autoregressive Image Generation with Dynamic Vector Quantization"
The code for the ICLR 2018 paper "Stabilizing Adversarial Nets With Prediction Methods"
DataComp: In search of the next generation of multimodal datasets
Easily create large video dataset from video urls
Official repo for consistency models.
[ICML'23] StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis
Official codebase for the Paper “Retrieval-Augmented Diffusion Models”
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
Code and documentation to train Stanford's Alpaca models, and generate the data.
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
The simplest, fastest repository for training/finetuning medium-sized GPTs.
LAVIS - A One-stop Library for Language-Vision Intelligence