Simo Ryu (@cloneofsimo)
github

cloneofsimo

Twitter logo Share LinkedIn logo Share Facebook logo Share

Top repositories

1

lora

Using Low-rank adaptation to quickly fine-tune diffusion models.
Jupyter Notebook
6,852
star
2

minDiffusion

Self-contained, minimalistic implementation of diffusion models with Pytorch.
Python
809
star
3

paint-with-words-sd

Implementation of Paint-with-words with Stable Diffusion : method from eDiff-I that let you generate image from text-labeled segmentation map.
Jupyter Notebook
633
star
4

minSDXL

Huggingface-compatible SDXL Unet implementation that is readily hackable
Jupyter Notebook
367
star
5

minRF

Minimal implementation of scalable rectified flow transformers, based on SD3's approach
Jupyter Notebook
322
star
6

consistency_models

Unofficial Implementation of Consistency Models in pytorch
Python
244
star
7

d3pm

Minimal Implementation of a D3PM in pytorch
Jupyter Notebook
159
star
8

min-max-gpt

Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training
Python
104
star
9

realformer-pytorch

Implementation of RealFormer using pytorch
Python
102
star
10

magicmix

Unofficial Implementation of MagicMix
Python
97
star
11

t2i-adapter-diffusers

Python
85
star
12

promptplusplus

Jupyter Notebook
72
star
13

ezmup

Simple implementation of muP, based on Spectral Condition for Feature Learning. The implementation is SGD only, dont use it for Adam
Python
63
star
14

sdxl_inversions

Jupyter Notebook
62
star
15

min-fsdp

Python
62
star
16

karras-power-ema-tutorial

Python
49
star
17

insightful-nn-papers

These papers will provide unique insightful concepts that will broaden your perspective on neural networks and deep learning
42
star
18

clipping-CLIP-to-GAN

Python
40
star
19

fim-llama-deepspeed

Python
31
star
20

min-max-in-dit

Python
26
star
21

imagenet.int8

Python
26
star
22

auto_llm_codebase_analysis

Python
25
star
23

project_RF

Python
22
star
24

inversion_edits

Jupyter Notebook
17
star
25

efae

Python
15
star
26

repa-rf

Python
15
star
27

zeroshot-storytelling

Github repository for Zero Shot Visual Storytelling
Python
15
star
28

ptar

C++
13
star
29

planning-with-diffusion-tutorial

Jupyter Notebook
12
star
30

poly2SOP

Transformer takes a polynomial, expresses it as sum of powers.
Python
11
star
31

smallest_working_performer

Python
10
star
32

reverse_eng_deepspeed_study

DeepSpeed Study, focused on reverse engineering and enhancing documentation
Python
6
star
33

n-body-dynamic-cuda

Cuda
6
star
34

smallest_working_gpt

gpt that is even smaller
Python
6
star
35

minDinoV2

Python
6
star
36

infinite-fractal-stream

Jupyter Notebook
6
star
37

torchcu

Python
5
star
38

lora_dreambooth_replicate

Jupyter Notebook
4
star
39

imgdataset_process

Python
4
star
40

Algorithms-TSNE

How are algorithms really related? We use data from solved.ac and matrix factorization to find out.
Python
4
star
41

rectified-flow

Jupyter Notebook
4
star
42

neural-tsp-pytorch

Python
3
star
43

binclone_python

Python
3
star
44

policy-optimization-torch

Python
2
star
45

samsung_s1t1

Jupyter Notebook
2
star
46

compare_aura_sd3

Vibe check Imagegen models (AuraFlow vs Others)
HTML
2
star
47

culll

Python
2
star
48

latex-quick-figures

atom package
JavaScript
2
star
49

cattalk

Jupyter Notebook
2
star
50

railabweb

Source code for Railab website
HTML
1
star
51

arp-spoofing

C++
1
star
52

cv

Simple CV (pdf, Latex)
1
star
53

send-arp

C++
1
star
54

project_structured_prompt

Jupyter Notebook
1
star
55

netfilter

C
1
star
56

unn-lstm-torch

Python
1
star
57

PGAT

On Using Transformer as Password Guessing Attacker
Python
1
star
58

Super-Simple-LSTM-Template

Python
1
star
59

SemanticSegmentationTrainerTemplate

Python
1
star
60

Freshman_2

Lecture notes from my Freshman 2nd semester
HTML
1
star
61

vqgan-training

Python
1
star
62

tellghsomething

군대간 규현이에게 짧은 편지를 쓰자. 다만 자동으로...
TypeScript
1
star
63

pcap-test

C++
1
star