SonyResearch / micro_diffusionLinks
Official repository for our work on micro-budget training of large-scale diffusion models.
☆1,527Updated 10 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:
- Schedule-Free Optimization in PyTorch☆2,236Updated 6 months ago
- UNet diffusion model in pure CUDA☆655Updated last year
- Simple and readable code for training and sampling from diffusion models☆662Updated 5 months ago
- Minimal implementation of scalable rectified flow transformers, based on SD3's approach☆620Updated last year
- Implementing DeepSeek R1's GRPO algorithm from scratch☆1,675Updated 7 months ago
- Interactive visualizations of the geometric intuition behind diffusion models.☆900Updated 5 months ago
- NanoGPT (124M) in 3 minutes☆3,878Updated last week
- Code for BLT research paper☆2,010Updated 3 weeks ago
- Muon is an optimizer for hidden layers in neural networks☆2,028Updated 4 months ago
- Minimalistic 4D-parallelism distributed training framework for education purpose☆1,901Updated 3 months ago
- A suite of image and video neural tokenizers☆1,686Updated 9 months ago
- A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.☆962Updated last year
- 4M: Massively Multimodal Masked Modeling☆1,773Updated 5 months ago
- Official implementation of Inductive Moment Matching☆562Updated 4 months ago
- Implementation of Diffusion Transformer (DiT) in JAX☆296Updated last year
- Train high-quality text-to-image diffusion models in a data & compute efficient manner☆509Updated 8 months ago
- ☆530Updated 3 months ago
- This repository provides the code and model checkpoints for AIMv1 and AIMv2 research projects.☆1,384Updated 3 months ago
- For optimization algorithm research and development.☆547Updated last week
- [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling☆928Updated last week
- (WIP) A small but powerful, homemade PyTorch from scratch.☆660Updated this week
- A minimal implementation of DeepMind's Genie world model☆1,033Updated 3 weeks ago
- Autoregressive Model Beats Diffusion: 🦙 Llama for Scalable Image Generation☆1,900Updated last year
- PyTorch media decoding and encoding☆822Updated last week
- Best practices & guides on how to write distributed pytorch training code☆543Updated last month
- Distributed Training Over-The-Internet☆967Updated last month
- PyTorch native quantization and sparsity for training and inference☆2,531Updated this week
- PyTorch compiler that accelerates training and inference. Get built-in optimizations for performance, memory, parallelism, and easily wri…☆1,424Updated this week
- A lightweight, local-first, and 🆓 experiment tracking library from Hugging Face 🤗☆1,101Updated this week
- Helpful tools and examples for working with flex-attention☆1,062Updated last week