Hyemin Lee

hmlee

AI & ML interests

None yet

Recent Activity

liked a model 4 days ago

maywell/EXAONE-3.0-7.8B-Instruct-Llamafied

upvoted a paper 23 days ago

upvoted a paper about 1 month ago

Organizations

None yet

hmlee's activity

upvoted a paper 23 days ago

AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions

Paper • 2410.20424 • Published 25 days ago • 37

upvoted a paper about 1 month ago

PrefixQuant: Static Quantization Beats Dynamic through Prefixed Outliers in LLMs

Paper • 2410.05265 • Published Oct 7 • 29

upvoted 3 papers about 2 months ago

TPI-LLM: Serving 70B-scale LLMs Efficiently on Low-resource Edge Devices

Paper • 2410.00531 • Published Oct 1 • 29

VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models

Paper • 2409.17066 • Published Sep 25 • 27

MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models

Paper • 2409.17481 • Published Sep 26 • 46

upvoted 2 papers 3 months ago

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21 • 55

Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning

Paper • 2312.11420 • Published Dec 18, 2023 • 2

upvoted a paper 4 months ago

Qwen2 Technical Report

Paper • 2407.10671 • Published Jul 15 • 156

upvoted a paper 5 months ago

DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Paper • 2406.16855 • Published Jun 24 • 54

upvoted an article 6 months ago

Article

Overview of natively supported quantization schemes in 🤗 Transformers

Sep 12, 2023

• 10

upvoted 3 papers 6 months ago

Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Paper • 2405.12981 • Published May 21 • 28

Your Transformer is Secretly Linear

Paper • 2405.12250 • Published May 19 • 150

Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models

Paper • 2405.01535 • Published May 2 • 118

upvoted 3 papers 9 months ago

DiffuseKronA: A Parameter Efficient Fine-tuning Method for Personalized Diffusion Model

Paper • 2402.17412 • Published Feb 27 • 21

Neural Network Diffusion

Paper • 2402.13144 • Published Feb 20 • 95

Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 16

upvoted a paper 10 months ago

Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers

Paper • 2401.11605 • Published Jan 21 • 22