Bo-Kyeong Kim

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upvoted a collection 8 days ago

Efficient Solar Open Family

Collection

Solar Open models officially optimized by Nota AI for Korea’s government-led Sovereign AI initiative as part of the Upstage consortium. • 7 items • Updated 13 days ago • 26

upvoted 4 collections 5 months ago

MMFineReason

Collection

High-quality STEM reasoning dataset for Multimodal LLM post-training. • 8 items • Updated May 7 • 24

Qwen3.5

Collection

21 items • Updated Mar 9 • 1.74k

Efficient Large Vision-Language Model

Collection

ERGO: LVLM trained with RL on efficiency objectives; https://github.com/nota-github/ERGO • 3 items • Updated Feb 22 • 27

Efficient MoE-based LLM

Collection

Mixture-of-Experts Large Language Models with Advanced Quantization • 5 items • Updated Mar 11 • 25

upvoted a paper 7 months ago

Masking Teacher and Reinforcing Student for Distilling Vision-Language Models

Paper • 2512.22238 • Published Dec 23, 2025 • 30

upvoted a paper 10 months ago

ERGO: Efficient High-Resolution Visual Understanding for Vision-Language Models

Paper • 2509.21991 • Published Sep 26, 2025 • 6

upvoted a paper about 1 year ago

Seeing Voices: Generating A-Roll Video from Audio with Mirage

Paper • 2506.08279 • Published Jun 9, 2025 • 27

upvoted a paper over 1 year ago

Efficient LLaMA-3.2-Vision by Trimming Cross-attended Visual Features

Paper • 2504.00557 • Published Apr 1, 2025 • 15

upvoted an article about 2 years ago

view article

Article

Memory-efficient Diffusion Transformers with Quanto and Diffusers

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sayakpaul, dacorvo

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Jul 30, 2024

• 68

upvoted 3 collections about 2 years 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 Dec 6, 2024 • 715

Efficient Stable Diffusion

Collection

Block-removed Knowledge-distilled SD models; https://github.com/Nota-NetsPresso/BK-SDM • 9 items • Updated Jul 1, 2024 • 6

Efficient Large Language Model

Collection

Shortened LLMs from Depth Pruning; https://github.com/Nota-NetsPresso/shortened-llm • 14 items • Updated Apr 2, 2025 • 5

upvoted 4 papers over 2 years ago

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

Paper • 2404.11936 • Published Apr 18, 2024 • 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 • 5

EdgeFusion: On-Device Text-to-Image Generation

Paper • 2404.11925 • Published Apr 18, 2024 • 22

upvoted a collection over 2 years 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, 2024 • 21

upvoted 2 papers over 2 years ago

Rethinking Optimization and Architecture for Tiny Language Models

Paper • 2402.02791 • Published Feb 5, 2024 • 13

Shortened LLaMA: A Simple Depth Pruning for Large Language Models

Paper • 2402.02834 • Published Feb 5, 2024 • 17