sayakpaul

Adventures-in-TensorFlow-Lite

This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.

caption-upsampling

This repository implements the idea of "caption upsampling" from DALL-E 3 with Zephyr-7B and gathers results with SDXL.

maxim-tf

Implementation of MAXIM in TensorFlow.

dreambooth-keras

Implementation of DreamBooth in KerasCV and TensorFlow.

single-video-curation-svd

Educational repository for applying the main video data curation techniques presented in the Stable Video Diffusion paper.

cmmd-pytorch

PyTorch implementation of CLIP Maximum Mean Discrepancy (CMMD) for evaluating image generation models.

stable-diffusion-keras-ft

Fine-tuning Stable Diffusion using Keras.

instruct-pix2pix-dataset

This repository provides utilities to a minimal dataset for InstructPix2Pix like training for Diffusion models.

keras-xla-benchmarks

Presents comprehensive benchmarks of XLA-compatible pre-trained models in Keras.

hf-codegen

A repository of Python scripts to scrape code contents of the public repositories of `huggingface`.

portfolio

Personal site of Sayak Paul. Deployed here 👉

instructpix2pix-sdxl

Training InstructPi2Pix with SDXL.

cait-tf

Implementation of CaiT models in TensorFlow and ImageNet-1k checkpoints. Includes code for inference and fine-tuning.

you-dont-know-tensorflow

Contains materials for my talk "You don't know TensorFlow".

xla-benchmark-sd

Provides code to serialize the different models involved in Stable Diffusion as SavedModels and to compile them with XLA.

SSD-1B

SSD-1B, an open-source text-to-image model, outperforming previous versions by being 50% smaller and 60% faster than SDXL.

depth_estimation_trainer

Scripts to fine-tune a depth estimation model.

ddpo-pytorch

DDPO for finetuning diffusion models, implemented in PyTorch with LoRA support

OpenDiT

OpenDiT: An Easy, Fast and Memory-Efficient System for DiT Training and Inference

quarto-blog

Show-1

Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation

ComfyUI

A powerful and modular stable diffusion GUI with a graph/nodes interface.

model-card-generation-hf

Shows how to bulk generate model cards for models on 🤗 Hub.

notebooks

Notebooks using the Hugging Face libraries 🤗

peft-dreambooth-ui

An UI for Dreambooth training and inference using PEFT - Minimal, Easy to use and Adaptable.

sayakpaul

Sayak Paul Portfolio

blossom

Repository to test automated PyPI publishing through GitHub Actions.

ControlNet

Let us control diffusion models!

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

stable-diffusion-webui

Stable Diffusion web UI