Seokho Han

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upvoted a paper 8 months ago

MixLLM: LLM Quantization with Global Mixed-precision between Output-features and Highly-efficient System Design

Paper • 2412.14590 • Published Dec 19, 2024 • 15

upvoted an article 10 months ago

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Article

Fine-tuning LLMs with Singular Value Decomposition

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fractalego

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Jun 2, 2024

• 14

upvoted 4 papers over 1 year ago

Matryoshka Quantization

Paper • 2502.06786 • Published Feb 10, 2025 • 32

s1: Simple test-time scaling

Paper • 2501.19393 • Published Jan 31, 2025 • 126

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published Jan 22, 2025 • 461

GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Paper • 2210.17323 • Published Oct 31, 2022 • 11

upvoted 3 papers almost 2 years ago

Differential Transformer

Paper • 2410.05258 • Published Oct 7, 2024 • 183

Tabular Data Generation using Binary Diffusion

Paper • 2409.13882 • Published Sep 20, 2024 • 3

Transformer Explainer: Interactive Learning of Text-Generative Models

Paper • 2408.04619 • Published Aug 8, 2024 • 175

upvoted 3 papers about 2 years ago

KR-BERT: A Small-Scale Korean-Specific Language Model

Paper • 2008.03979 • Published Aug 10, 2020 • 1

Block Transformer: Global-to-Local Language Modeling for Fast Inference

Paper • 2406.02657 • Published Jun 4, 2024 • 41

Teaching Large Language Models to Reason with Reinforcement Learning

Paper • 2403.04642 • Published Mar 7, 2024 • 48