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Dongwon Jo

dongwonjo

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AI & ML interests

Efficient AI, Model Compression, Quantization, Pruning, Generative Model, Large Language Model, Diffusion

Recent Activity

upvoted a paper 3 days ago

Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models

authored a paper 3 days ago

FastKV: KV Cache Compression for Fast Long-Context Processing with Token-Selective Propagation

upvoted a paper 3 days ago

FastKV: KV Cache Compression for Fast Long-Context Processing with Token-Selective Propagation

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dongwonjo's activity

upvoted a paper 3 days ago

Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models

Paper • 2406.12311 • Published Jun 18, 2024 • 7

authored a paper 3 days ago

FastKV: KV Cache Compression for Fast Long-Context Processing with Token-Selective Propagation

Paper • 2502.01068 • Published 4 days ago • 14

upvoted a paper 3 days ago

FastKV: KV Cache Compression for Fast Long-Context Processing with Token-Selective Propagation

Paper • 2502.01068 • Published 4 days ago • 14

commented a paper 3 days ago

FastKV: KV Cache Compression for Fast Long-Context Processing with Token-Selective Propagation

Paper • 2502.01068 • Published 4 days ago • 14 •

updated 5 models 5 months ago

dongwonjo/Llama-1-7B-BinaryMoS-E4

Updated Sep 9, 2024 • 5

dongwonjo/Llama-1-13B-BinaryMoS-E4

Updated Sep 9, 2024 • 4

dongwonjo/Llama-2-13B-BinaryMoS-E4

Updated Sep 9, 2024 • 3

dongwonjo/Llama-1-30B-BinaryMoS-E4

Updated Sep 9, 2024 • 4

dongwonjo/Llama-2-7B-BinaryMoS-E4

Updated Sep 9, 2024 • 4

commented a paper 8 months ago

Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models

Paper • 2406.12311 • Published Jun 18, 2024 • 7 •

authored a paper 8 months ago

Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models

Paper • 2406.12311 • Published Jun 18, 2024 • 7