cloneofsimo

Simo Ryu Joined Jan 2018 1,595 followers View on GitHub

Stars: 12,991; across 104 public repos
Rank: #2,282; of 323,846 users, top 0.7%; Down 101 places this week

Repositories with 50+ stars

cloneofsimo's repositories with their overall rank
Rank	Repository	Language	Stars
8,050	lora Using Low-rank adaptation to quickly fine-tune diffusion models.	Jupyter Notebook	7,557
56,037	minDiffusion Self-contained, minimalistic implementation of diffusion models with Pytorch.	Python	1,209
99,613	minRF Minimal implementation of scalable rectified flow transformers, based on SD3's approach	Jupyter Notebook	644
99,762	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	643
140,339	minSDXL Huggingface-compatible SDXL Unet implementation that is readily hackable	Jupyter Notebook	440
189,448	vqgan-training Train VAE like a boss	Jupyter Notebook	313
190,512	d3pm Minimal Implementation of a D3PM in pytorch	Jupyter Notebook	311
222,858	consistency_models Unofficial Implementation of Consistency Models in pytorch	Python	259
388,724	min-max-gpt Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training	Python	132
480,761	realformer-pytorch Implementation of RealFormer using pytorch	Python	101
495,784	magicmix Unofficial Implementation of MagicMix	Python	97
495,784	scaling-guide WIP	Python	97
503,963	min-fsdp	Python	95
530,469	ezmup Simple implementation of muP, based on Spectral Condition for Feature Learning. The implementation is SGD only, dont use it for Adam	Python	89
545,010	t2i-adapter-diffusers	Python	86
550,050	sdxl_inversions	Jupyter Notebook	85
620,073	promptplusplus	Jupyter Notebook	73
663,597	ptx-tutorial-by-aislop PTX-Tutorial Written Purely By AIs (Deep Research of Openai and Claude 3.7)	TeX	67
797,198	karras-power-ema-tutorial	Python	53

Among 323,846 users

10k–16k stars: 1,475 users, including cloneofsimo

top 50%top 10%top 1%top 0.1%

Stars along the bottom, and users in each band on a log scale

Where the stars are

lora 7.6k, 58%minDiffusion 1.2k, 9%minRF 644, 5%paint-with-words-sd 643, 5%

Smaller repos 640, 5%

minSDXL 440, 3%vqgan-training 313, 2%d3pm 311, 2%consistency_models 259, 2%min-max-gpt 132, 1%realformer-pytorch 101, 1%magicmix 97, 1%scaling-guide 97, 1%min-fsdp 95, 1%ezmup 89, 1%t2i-adapter-diffusers 86, 1%sdxl_inversions 85, 1%promptplusplus 73, 1%ptx-tutorial-by-aislop 67, 1%karras-power-ema-tutorial 53, <1%

Languages

Jupyter Notebook 10.1k stars, 77% · 8 repos
Python 2.2k stars, 17% · 10 repos
TeX 67 stars, 1% · 1 repo

When they were made

19 repos with 50+ stars, made between 2020 and 2025

101001k10k minRFminDiffusionlora

Quick stats

Next rank: +2 stars to reach #2,281
Next milestone: +36,953 stars to reach the top 0.1%
Public repos: 104, 19 with 50+ stars
Popular repos: 10 over 100 stars, 2 over 1k stars
Top repo: lora, #8,050 of all repos, 58% of stars
Smaller repos: 640 stars from repos under 50