Sayak Paul's picture

Sayak Paul

sayakpaul

·

https://sayak.dev

sayakpaul

AI & ML interests

Diffusion models, representation learning

Articles

🧨 Diffusers welcomes Stable Diffusion 3

🤗 PEFT welcomes new merging methods

Welcome aMUSEd: Efficient Text-to-Image Generation

SDXL in 4 steps with Latent Consistency LoRAs

Personal Copilot: Train Your Own Coding Assistant

Exploring simple optimizations for SDXL

Finetune Stable Diffusion Models with DDPO via TRL

Introducing Würstchen: Fast Diffusion for Image Generation

Efficient Controllable Generation for SDXL with T2I-Adapters

Happy 1st anniversary 🤗 Diffusers!

Optimizing Stable Diffusion for Intel CPUs with NNCF and 🤗 Optimum

Instruction-tuning Stable Diffusion with InstructPix2Pix

Training a language model with 🤗 Transformers using TensorFlow and TPUs

ControlNet in Diffusers 🧨

🤗 PEFT: Parameter-Efficient Fine-Tuning of Billion-Scale Models on Low-Resource Hardware

A Dive into Pretraining Strategies for Vision-Language Models

The State of Computer Vision at Hugging Face 🤗

Using LoRA for Efficient Stable Diffusion Fine-Tuning

Image Similarity with Hugging Face Datasets and Transformers

Deploying 🤗 ViT on Vertex AI

Deploying 🤗 ViT on Kubernetes with TF Serving

Deploying TensorFlow Vision Models in Hugging Face with TF Serving

Organizations

sayakpaul's activity

upvoted an article 27 days ago

Article

Making sense of this mess

Jun 7

• 14

upvoted a paper 28 days ago

Margin-aware Preference Optimization for Aligning Diffusion Models without Reference

Paper • 2406.06424 • Published 29 days ago • 9

upvoted an article 2 months ago

Article

LoRA training scripts of the world, unite!

Jan 2

• 23

upvoted an article 3 months ago

Article

Welcome Llama 3 - Meta's new open LLM

Apr 18

• 254

upvoted a paper 3 months ago

Getting it Right: Improving Spatial Consistency in Text-to-Image Models

Paper • 2404.01197 • Published Apr 1 • 29

upvoted 4 papers 6 months ago

PIXART-δ: Fast and Controllable Image Generation with Latent Consistency Models

Paper • 2401.05252 • Published Jan 10 • 43

Consistency Models

Paper • 2303.01469 • Published Mar 2, 2023 • 5

Progressive Knowledge Distillation Of Stable Diffusion XL Using Layer Level Loss

Paper • 2401.02677 • Published Jan 5 • 21

aMUSEd: An Open MUSE Reproduction

Paper • 2401.01808 • Published Jan 3 • 27

upvoted a collection 8 months ago

Latent Consistency Models LoRAs

Latent Consistency Models for Stable Diffusion - LoRAs and full fine-tuned weights • 4 items • Updated Nov 10, 2023 • 96

upvoted a paper 10 months ago

FreeU: Free Lunch in Diffusion U-Net

Paper • 2309.11497 • Published Sep 20, 2023 • 63

upvoted a paper 11 months ago

OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents

Paper • 2306.16527 • Published Jun 21, 2023 • 44

upvoted a paper 12 months ago

Llama 2: Open Foundation and Fine-Tuned Chat Models

Paper • 2307.09288 • Published Jul 18, 2023 • 237