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Taehyeon Kim's picture
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Taehyeon Kim

Kthyeon
daniel0098's profile picture lunarflu's profile picture juyoungml's profile picture
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https://taehyeon.oopy.io/
  • kimtaehyeon610
  • Kthyeon

AI & ML interests

LLM Inference: Parallel, Speculative, Instructive Decoding

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KAIST AI's profile picture

authored 5 papers over 1 year ago

Towards Fast Multilingual LLM Inference: Speculative Decoding and Specialized Drafters

Paper • 2406.16758 • Published Jun 24, 2024 • 20

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

Paper • 2406.02657 • Published Jun 4, 2024 • 41

Towards Fast Inference: Exploring and Improving Blockwise Parallel Drafts

Paper • 2404.09221 • Published Apr 14, 2024 • 1

Distort, Distract, Decode: Instruction-Tuned Model Can Refine its Response from Noisy Instructions

Paper • 2311.00233 • Published Nov 1, 2023 • 4

Navigating Data Heterogeneity in Federated Learning: A Semi-Supervised Approach for Object Detection

Paper • 2310.17097 • Published Oct 26, 2023 • 3
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