sukhyunchoi

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upvoted 3 papers over 1 year ago

L4Q: Parameter Efficient Quantization-Aware Training on Large Language Models via LoRA-wise LSQ

Paper • 2402.04902 • Published Feb 7, 2024 • 4

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

Paper • 2406.12311 • Published Jun 18, 2024 • 8

SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks

Paper • 2402.09025 • Published Feb 14, 2024 • 9