Juan A. Rodriguez's starred repositories
paper2figure-dataset
Pipeline to create Paper2Fig dataset, a dataset for text-to-image generation from research papers and figures (e.g., diagrams of architectures or methods in fields like Machine Learning or Computer Vision)
k-diffusion
Karras et al. (2022) diffusion models for PyTorch
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
flash-attention
Fast and memory-efficient exact attention
Megatron-LM
Ongoing research training transformer models at scale
DDPM-from-Scratch
Denoising Diffusion Probabilistic Models from scratch
gigagan-pytorch
Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs
ControlNet
Let us control diffusion models!
accelerate
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
stablediffusion
High-Resolution Image Synthesis with Latent Diffusion Models
Awesome-Text-to-Image
(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.
v-diffusion-pytorch
v objective diffusion inference code for PyTorch.
code-challenge-kt-spring
A microservice that interacts and fetches information about the most important companies of the world
taming-transformers
Taming Transformers for High-Resolution Image Synthesis
torch-fidelity
High-fidelity performance metrics for generative models in PyTorch