cloneofsimo/Freshman_2

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cloneofsimo/Freshman_2

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Lecture notes from my Freshman 2nd semester

lora

Using Low-rank adaptation to quickly fine-tune diffusion models.

Jupyter Notebook

minDiffusion

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

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

minSDXL

Huggingface-compatible SDXL Unet implementation that is readily hackable

Jupyter Notebook

minRF

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

Jupyter Notebook

consistency_models

Unofficial Implementation of Consistency Models in pytorch

d3pm

Minimal Implementation of a D3PM in pytorch

Jupyter Notebook

min-max-gpt

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

realformer-pytorch

Implementation of RealFormer using pytorch

magicmix

Unofficial Implementation of MagicMix

t2i-adapter-diffusers

promptplusplus

Jupyter Notebook

ezmup

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

sdxl_inversions

Jupyter Notebook

min-fsdp

karras-power-ema-tutorial

insightful-nn-papers

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

clipping-CLIP-to-GAN

fim-llama-deepspeed

min-max-in-dit

imagenet.int8

auto_llm_codebase_analysis

project_RF

inversion_edits

Jupyter Notebook

efae

repa-rf

zeroshot-storytelling

Github repository for Zero Shot Visual Storytelling

ptar

planning-with-diffusion-tutorial

Jupyter Notebook

poly2SOP

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

smallest_working_performer

reverse_eng_deepspeed_study

DeepSpeed Study, focused on reverse engineering and enhancing documentation

n-body-dynamic-cuda

smallest_working_gpt

gpt that is even smaller

minDinoV2

infinite-fractal-stream

Jupyter Notebook

torchcu

lora_dreambooth_replicate

Jupyter Notebook

imgdataset_process

Algorithms-TSNE

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

rectified-flow

Jupyter Notebook

neural-tsp-pytorch

binclone_python

policy-optimization-torch

samsung_s1t1

Jupyter Notebook

compare_aura_sd3

Vibe check Imagegen models (AuraFlow vs Others)

culll

latex-quick-figures

cattalk

Jupyter Notebook

railabweb

Source code for Railab website

arp-spoofing

cv

Simple CV (pdf, Latex)

send-arp

project_structured_prompt

Jupyter Notebook

netfilter

unn-lstm-torch

PGAT

On Using Transformer as Password Guessing Attacker

Super-Simple-LSTM-Template

SemanticSegmentationTrainerTemplate

vqgan-training

tellghsomething

군대간 규현이에게 짧은 편지를 쓰자. 다만 자동으로...

pcap-test