Tao Ge

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authored a paper 11 months ago

Low-Bit Quantization Favors Undertrained LLMs: Scaling Laws for Quantized LLMs with 100T Training Tokens

Paper • 2411.17691 • Published Nov 26, 2024 • 13

authored 9 papers over 1 year ago

BERT-of-Theseus: Compressing BERT by Progressive Module Replacing

Paper • 2002.02925 • Published Feb 7, 2020

Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting

Paper • 2101.00416 • Published Jan 2, 2021

Smart Word Suggestions for Writing Assistance

Paper • 2305.09975 • Published May 17, 2023 • 2

Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Paper • 2307.05300 • Published Jul 11, 2023 • 19

In-context Autoencoder for Context Compression in a Large Language Model

Paper • 2307.06945 • Published Jul 13, 2023 • 28

SCALE: Synergized Collaboration of Asymmetric Language Translation Engines

Paper • 2309.17061 • Published Sep 29, 2023 • 1

Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding

Paper • 2401.07851 • Published Jan 15, 2024 • 1

Pay Attention to Your Tone: Introducing a New Dataset for Polite Language Rewrite

Paper • 2212.10190 • Published Dec 20, 2022

K-Level Reasoning with Large Language Models

Paper • 2402.01521 • Published Feb 2, 2024 • 18