Hyemin Lee

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upvoted 2 papers 2 days ago

On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification

Paper • 2508.05629 • Published 18 days ago • 159

Deep Think with Confidence

Paper • 2508.15260 • Published 5 days ago • 57

upvoted a paper 19 days ago

Beyond Fixed: Variable-Length Denoising for Diffusion Large Language Models

Paper • 2508.00819 • Published 24 days ago • 62

upvoted a collection 3 months ago

Kanana-1.5

Collection

Open Source Kanana-1.5 • 7 items • Updated Jul 24 • 27

upvoted a paper 3 months ago

Absolute Zero: Reinforced Self-play Reasoning with Zero Data

Paper • 2505.03335 • Published May 6 • 184

upvoted 2 papers 4 months ago

Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning

Paper • 2504.17192 • Published Apr 24 • 114

Kuwain 1.5B: An Arabic SLM via Language Injection

Paper • 2504.15120 • Published Apr 21 • 122

upvoted 3 papers 6 months ago

Kanana: Compute-efficient Bilingual Language Models

Paper • 2502.18934 • Published Feb 26 • 66

Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 122

InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU

Paper • 2502.08910 • Published Feb 13 • 149

upvoted a paper 8 months ago

Accelerating LLM Inference with Staged Speculative Decoding

Paper • 2308.04623 • Published Aug 8, 2023 • 25

upvoted a paper 10 months ago

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

Paper • 2410.20424 • Published Oct 27, 2024 • 41

upvoted 4 papers 11 months ago

PrefixQuant: Static Quantization Beats Dynamic through Prefixed Outliers in LLMs

Paper • 2410.05265 • Published Oct 7, 2024 • 33

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

Paper • 2410.00531 • Published Oct 1, 2024 • 35

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

Paper • 2409.17066 • Published Sep 25, 2024 • 29

MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models

Paper • 2409.17481 • Published Sep 26, 2024 • 48

upvoted 4 papers about 1 year ago

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 58

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

Paper • 2312.11420 • Published Dec 18, 2023 • 2

Qwen2 Technical Report

Paper • 2407.10671 • Published Jul 15, 2024 • 167

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

Paper • 2406.16855 • Published Jun 24, 2024 • 58