Kuzmin, Andrey

1. FP8 Quantization: The Power of the Exponent
   2022/08/19 by Andrey N. Kuzmin, Mart van Baalen, Kuzmin, Andrey +9 · 12 citations
   Computer Science · Physics and Astronomy · #Neural Networks and Applications #Model Reduction and Neural Networks #Advanced Neural Network Applications
2. Pruning vs Quantization: Which is Better?
   2023/07/06 by Andrey N. Kuzmin, Kuzmin, Andrey, Markus Nagel +7 · 10 citations
   Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications
3. GPTVQ: The Blessing of Dimensionality for LLM Quantization
   2024/02/23 by Mart van Baalen, Andrey N. Kuzmin, van Baalen, Mart +14 · 11 citations
   Computer Science · Decision Sciences · Physics and Astronomy · #Distributed and Parallel Computing Systems #Scientific Computing and Data Management #Atomic and Subatomic Physics Research
4. FP8 versus INT8 for efficient deep learning inference
   2023/03/31 by van Baalen, Mart, Kuzmin, Andrey, Nair, Suparna S +8 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Cyclical Pruning for Sparse Neural Networks
   2022/02/02 by Srinivas, Suraj, Kuzmin, Andrey, Nagel, Markus +3 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)