Bo-Kyeong Kim

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upvoted an article 4 months ago

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Article

Memory-efficient Diffusion Transformers with Quanto and Diffusers

Jul 30

• 59

upvoted a collection 4 months ago

Llama 3.1

Collection

This collection hosts the transformers and original repos of the Llama 3.1, Llama Guard 3 and Prompt Guard models • 11 items • Updated Sep 25 • 626

upvoted 2 collections 5 months ago

Efficient Stable Diffusion

Collection

Block-removed Knowledge-distilled SD models; https://github.com/Nota-NetsPresso/BK-SDM • 9 items • Updated Jul 1 • 2

Efficient Large Language Model

Collection

Shortened LLMs from Depth Pruning; https://github.com/Nota-NetsPresso/shortened-llm • 14 items • Updated Jul 23 • 4

upvoted 4 papers 7 months ago

LD-Pruner: Efficient Pruning of Latent Diffusion Models using Task-Agnostic Insights

Paper • 2404.11936 • Published Apr 18 • 1

A Unified Compression Framework for Efficient Speech-Driven Talking-Face Generation

Paper • 2304.00471 • Published Apr 2, 2023 • 1

On Architectural Compression of Text-to-Image Diffusion Models

Paper • 2305.15798 • Published May 25, 2023 • 4

EdgeFusion: On-Device Text-to-Image Generation

Paper • 2404.11925 • Published Apr 18 • 21

upvoted a collection 9 months ago

Optimizing diffusion models

Collection

Provides a list of papers focusing on optimizing T2I diffusion models, targeting fewer timesteps, architecture optimization, and more. • 21 items • Updated Aug 22 • 19

upvoted 2 papers 10 months ago

Rethinking Optimization and Architecture for Tiny Language Models

Paper • 2402.02791 • Published Feb 5 • 12

Shortened LLaMA: A Simple Depth Pruning for Large Language Models

Paper • 2402.02834 • Published Feb 5 • 14

upvoted a collection about 1 year ago

Diffusers at ICCV 2023

Collection

This collection lists the demos to be presented at ICCV 2023 utilizing the Diffusers library (https://iccv2023.thecvf.com/demos-111.php). • 7 items • Updated Oct 4, 2023 • 3