Taghibakhshi, Ali
- Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models
2025/04/04 by NVIDIA, :, Blakeman, Aaron +198 · 26 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment
2024/05/02 by Gerald Shen, Shen, Gerald, Zhilin Wang +23 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- MG-GNN: Multigrid Graph Neural Networks for Learning Multilevel Domain Decomposition Methods
2023/01/26 by Ali Taghibakhshi, Taghibakhshi, Ali, Nicolas Nytko +9 · 4 citations
Physics and Astronomy · Materials Science · #Model Reduction and Neural Networks #Magnetic Properties and Applications
- NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model
2025/08/20 by NVIDIA, :, Aarti Basant +305 · 23 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
- Systems and Algorithms for Convolutional Multi-Hybrid Language Models at Scale
2025/02/25 by Ku, Jerome, Nguyen, Eric, Romero, David W. +13 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- NVIDIA Nemotron 3: Efficient and Open Intelligence
2025/12/24 by NVIDIA, :, Blakeman, Aaron +356 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Minitron-SSM: Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning
2025/04/15 by Ali Taghibakhshi, Taghibakhshi, Ali, Sharath Turuvekere Sreenivas +33 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Learning Interface Conditions in Domain Decomposition Solvers
2022/05/19 by Ali Taghibakhshi, Nicolas Nytko, Taghibakhshi, Ali +9 · 1 citation
Engineering · Physics and Astronomy · #Advanced Numerical Methods in Computational Mathematics #Computational Engineering #Discrete Mathematics (cs.DM) #Electromagnetic Simulation and Numerical Methods #FOS: Computer and information sciences #FOS: Mathematics #Finance #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #and Science (cs.CE)
- Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
2025/12/23 by NVIDIA, :, Aaron Blakeman +623 · 1 voice · 2 citations
#cs.CL #cs.AI #cs.LG
- Optimized Sparse Matrix Operations for Reverse Mode Automatic Differentiation
2022/12/10 by Nytko, Nicolas, Taghibakhshi, Ali, Zaman, Tareq Uz +3 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Mathematical Software (cs.MS) #Numerical Analysis (math.NA)
- Generalizing Reduction-Based Algebraic Multigrid
2022/12/16 by Tareq Uz Zaman, Zaman, Tareq, Nicolas Nytko +9 · 1 citation
Computer Science · Mathematics · #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications
- Elucidating Optimal Reward-Diversity Tradeoffs in Text-to-Image Diffusion Models
2024/09/09 by Rohit Jena, Jena, Rohit, Ali Taghibakhshi +9 · 1 citation
Social Sciences · #Media Influence and Politics