XiaXin-Aloys

unsloth

Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

StoryDiffusion

Create Magic Story!

DiffBIR

Official codes of DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

improved-diffusion

Release for Improved Denoising Diffusion Probabilistic Models

HunyuanDiT

Hunyuan-DiT : A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

k-diffusion

Karras et al. (2022) diffusion models for PyTorch

Lumina-T2X

Lumina-T2X is a unified framework for Text to Any Modality Generation

unidiffuser

Code and models for the paper "One Transformer Fits All Distributions in Multi-Modal Diffusion"

fastsdcpu

Fast stable diffusion on CPU

conditional-flow-matching

TorchCFM: a Conditional Flow Matching library

magvit

Official JAX implementation of MAGVIT: Masked Generative Video Transformer

fast-DiT

Fast Diffusion Models with Transformers

rotary-embedding-torch

Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch

Mira

ComfyUI-AutomaticCFG

If your image was a pizza and the CFG the temperature of your oven: this is a thermostat that ensures it is always cooked like you want. Also adds a 30% speed increase. For ComfyUI / StableDiffusion

StableTTS

Next-generation TTS model using flow-matching and DiT, inspired by Stable Diffusion 3

vdm

awesome-flow-matching

A summary of related works about flow matching, stochastic interpolants

mmdit

Implementation of a single layer of the MMDiT, proposed in Stable Diffusion 3, in Pytorch

Min-SNR-Diffusion-Training

[ICCV 2023] Efficient Diffusion Training via Min-SNR Weighting Strategy

awesome-optimal-transport

A list of awesome papers and cool resources on optimal transport and its applications in general! As you will notice, this list is currently mostly focused on optimal transport for machine learning topics.

diffusion-fast

Faster generation with text-to-image diffusion models.

Analytic-DPM

Code for the paper Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models (ICLR 2022 Outstanding Paper Award)

Frequency_Aug_VAE_MoESR

Latent-based SR using MoE and frequency augmented VAE decoder

fm-boosting

Boosting Latent Diffusion with Flow Matching

DPM-Solver-v3

Official code for "DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics" (NeurIPS 2023)

stochastic-interpolants

unsloth

Finetune Llama 3, Mistral & Gemma LLMs 2-5x faster with 80% less memory

Diffusion-Generative-Flow-Samplers

PyTorch implementation for our ICLR 2024 paper "Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory optimization"