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13 Results
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Workshop
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Fri 3:50 |
Post-Training Neural Network Compression With Variational Bayesian Quantization Zipei Tan · Robert Bamler |
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Workshop
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Post-Training Neural Network Compression With Variational Bayesian Quantization Zipei Tan · Robert Bamler |
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Poster
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Leveraging Inter-Layer Dependency for Post -Training Quantization changbao wang · DanDan Zheng · Yuanliu Liu · Liang Li |
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Workshop
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Fri 8:30 |
SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models Song Han |
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Poster
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Thu 14:00 |
ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale Transformers Zhewei Yao · Reza Yazdani Aminabadi · Minjia Zhang · Xiaoxia Wu · Conglong Li · Yuxiong He |
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Poster
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Thu 9:00 |
Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning Elias Frantar · Dan Alistarh |
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Poster
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Thu 9:00 |
Towards Efficient Post-training Quantization of Pre-trained Language Models Haoli Bai · Lu Hou · Lifeng Shang · Xin Jiang · Irwin King · Michael R Lyu |
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Poster
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Tue 14:00 |
FP8 Quantization: The Power of the Exponent Andrey Kuzmin · Mart van Baalen · Yuwei Ren · Markus Nagel · Jorn Peters · Tijmen Blankevoort |
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Poster
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Thu 9:00 |
A Fast Post-Training Pruning Framework for Transformers Woosuk Kwon · Sehoon Kim · Michael Mahoney · Joseph Hassoun · Kurt Keutzer · Amir Gholami |
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Poster
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Tue 9:00 |
XTC: Extreme Compression for Pre-trained Transformers Made Simple and Efficient Xiaoxia Wu · Zhewei Yao · Minjia Zhang · Conglong Li · Yuxiong He |
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Poster
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Wed 9:00 |
Deep Compression of Pre-trained Transformer Models Naigang Wang · Chi-Chun (Charlie) Liu · Swagath Venkataramani · Sanchari Sen · Chia-Yu Chen · Kaoutar El Maghraoui · Vijayalakshmi (Viji) Srinivasan · Leland Chang |
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Poster
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Quantized Training of Gradient Boosting Decision Trees Yu Shi · Guolin Ke · Zhuoming Chen · Shuxin Zheng · Tie-Yan Liu |