SonyResearch / micro_diffusionLinks
Official repository for our work on micro-budget training of large-scale diffusion models.
☆1,521Updated 9 months ago
Alternatives and similar repositories for micro_diffusion
Users that are interested in micro_diffusion are comparing it to the libraries listed below
Sorting:
- UNet diffusion model in pure CUDA☆651Updated last year
 - Schedule-Free Optimization in PyTorch☆2,228Updated 5 months ago
 - Minimal implementation of scalable rectified flow transformers, based on SD3's approach☆613Updated last year
 - Simple and readable code for training and sampling from diffusion models☆643Updated 4 months ago
 - Implementing DeepSeek R1's GRPO algorithm from scratch☆1,638Updated 6 months ago
 - A suite of image and video neural tokenizers☆1,675Updated 8 months ago
 - 4M: Massively Multimodal Masked Modeling☆1,767Updated 5 months ago
 - Interactive visualizations of the geometric intuition behind diffusion models.☆837Updated 4 months ago
 - Minimalistic 4D-parallelism distributed training framework for education purpose☆1,873Updated 2 months ago
 - NanoGPT (124M) in 3 minutes☆3,755Updated this week
 - Muon is an optimizer for hidden layers in neural networks☆1,960Updated 3 months ago
 - Code for BLT research paper☆2,004Updated 5 months ago
 - A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.☆948Updated last year
 - PyTorch native quantization and sparsity for training and inference☆2,464Updated this week
 - Train high-quality text-to-image diffusion models in a data & compute efficient manner☆509Updated 7 months ago
 - Official implementation of Inductive Moment Matching☆561Updated 3 months ago
 - [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling☆917Updated 6 months ago
 - The Autograd Engine☆662Updated last year
 - A PyTorch native platform for training generative AI models☆4,604Updated last week
 - The Tensor (or Array)☆452Updated last year
 - Best practices & guides on how to write distributed pytorch training code☆526Updated last week
 - Distributed Training Over-The-Internet☆963Updated 2 weeks ago
 - This repository provides the code and model checkpoints for AIMv1 and AIMv2 research projects.☆1,380Updated 2 months ago
 - State-of-the-art Image & Video CLIP, Multimodal Large Language Models, and More!☆1,718Updated last month
 - Autoregressive Model Beats Diffusion: 🦙 Llama for Scalable Image Generation☆1,882Updated last year
 - Puzzles for learning Triton☆2,090Updated 11 months ago
 - ☆516Updated 2 months ago
 - Implementation of Diffusion Transformer (DiT) in JAX☆294Updated last year
 - PyTorch media decoding and encoding☆782Updated this week
 - The simplest, fastest repository for training/finetuning small-sized VLMs.☆4,205Updated last week