Igor Gitman
- Llama-Nemotron: Efficient Reasoning Models
2025/05/02 by Akhiad Bercovich, Itay Levy, Bercovich, Akhiad +224 · 1 voice · 29 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data
2024/10/02 by Shubham Toshniwal, Toshniwal, Shubham, Wei Du +9 · 45 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Machine Learning and Data Classification
- OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset
2024/02/15 by Shubham Toshniwal, Toshniwal, Shubham, Ivan Moshkov +9 · 26 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing
- Understanding the Role of Momentum in Stochastic Gradient Methods
2019/10/30 by Igor Gitman, Hunter Lang, Gitman, Igor +5 · 6 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Numerical methods in inverse problems #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
- 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
- Mixed-Precision Training for NLP and Speech Recognition with OpenSeq2Seq
2018/05/25 by Oleksii Kuchaiev, Kuchaiev, Oleksii, Boris Ginsburg +13 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- 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
- GenSelect: A Generative Approach to Best-of-N
2025/07/23 by Shubham Toshniwal, Toshniwal, Shubham, Ivan Sorokin +7 · 5 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Explainable Artificial Intelligence (XAI) #Topic Modeling