Andrei Panferov

1. Pushing the Limits of Large Language Model Quantization via the Linearity Theorem
   2024/11/26 by Vladimir Malinovskii, Malinovskii, Vladimir, Andrei Panferov +10 · 6 voices · 5 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.LG
2. Extreme Compression of Large Language Models via Additive Quantization
   2024/01/11 by Vage Egiazarian, Egiazarian, Vage, Andrei Panferov +9 · 33 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
3. Apertus: Democratizing Open and Compliant LLMs for Global Language Environments
   2025/09/17 by Project Apertus, Alejandro Hernández-Cano, Apertus, Project +203 · 4 voices · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
4. QuEST: Stable Training of LLMs with 1-Bit Weights and Activations
   2025/02/07 by Andrei Panferov, Panferov, Andrei, Jiale Chen +9 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advancements in Semiconductor Devices and Circuit Design #Cell Image Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing