Discover cloneofsimo/ezmup Open Source project

Self-contained, minimalistic implementation of diffusion models with Pytorch.

6,852

minDiffusion

Implementation of Paint-with-words with Stable Diffusion : method from eDiff-I that let you generate image from text-labeled segmentation map.

809

paint-with-words-sd

Huggingface-compatible SDXL Unet implementation that is readily hackable

633

minSDXL

Minimal implementation of scalable rectified flow transformers, based on SD3's approach

367

minRF

Unofficial Implementation of Consistency Models in pytorch

322

consistency_models

Minimal Implementation of a D3PM in pytorch

244

d3pm

Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training

159

min-max-gpt

Implementation of RealFormer using pytorch

104

realformer-pytorch

Unofficial Implementation of MagicMix

102

magicmix

t2i-adapter-diffusers

promptplusplus

sdxl_inversions

min-fsdp

karras-power-ema-tutorial

These papers will provide unique insightful concepts that will broaden your perspective on neural networks and deep learning

insightful-nn-papers

clipping-CLIP-to-GAN

fim-llama-deepspeed

min-max-in-dit

imagenet.int8

auto_llm_codebase_analysis

project_RF

inversion_edits

efae

repa-rf

zeroshot-storytelling

Github repository for Zero Shot Visual Storytelling

ptar

planning-with-diffusion-tutorial

Transformer takes a polynomial, expresses it as sum of powers.

poly2SOP

smallest_working_performer

DeepSpeed Study, focused on reverse engineering and enhancing documentation

reverse_eng_deepspeed_study

n-body-dynamic-cuda

Cuda

smallest_working_gpt

gpt that is even smaller

minDinoV2

infinite-fractal-stream

torchcu

lora_dreambooth_replicate

imgdataset_process

How are algorithms really related? We use data from solved.ac and matrix factorization to find out.

Algorithms-TSNE

rectified-flow

neural-tsp-pytorch

binclone_python

policy-optimization-torch

samsung_s1t1

Vibe check Imagegen models (AuraFlow vs Others)

compare_aura_sd3

culll

latex-quick-figures

cattalk

railabweb

Source code for Railab website

HTML

arp-spoofing

Simple CV (pdf, Latex)

send-arp

project_structured_prompt

netfilter

unn-lstm-torch

On Using Transformer as Password Guessing Attacker

PGAT

Super-Simple-LSTM-Template

SemanticSegmentationTrainerTemplate

Lecture notes from my Freshman 2nd semester

Freshman_2

HTML

vqgan-training

군대간 규현이에게 짧은 편지를 쓰자. 다만 자동으로...

tellghsomething

TypeScript

pcap-test