Guanchu

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authored 7 papers 3 months ago

Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model

Paper • 2305.15265 • Published May 24, 2023 • 1

Large Language Models As Faithful Explainers

Paper • 2402.04678 • Published Feb 7, 2024

DIVISION: Memory Efficient Training via Dual Activation Precision

Paper • 2208.04187 • Published Aug 5, 2022

KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches

Paper • 2407.01527 • Published Jul 1, 2024

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Paper • 2503.16419 • Published Mar 20 • 76

Assessing and Enhancing Large Language Models in Rare Disease Question-answering

Paper • 2408.08422 • Published Aug 15, 2024

AutoL2S: Auto Long-Short Reasoning for Efficient Large Language Models

Paper • 2505.22662 • Published May 28 • 6