Ficek, Aleksander
- 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
- Nemotron-4 340B Technical Report
2024/06/17 by Nvidia, :, Adler, Bo +80 · 20 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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)
- OpenCodeReasoning: Advancing Data Distillation for Competitive Coding
2025/04/02 by Ahmad, Wasi Uddin, Narenthiran, Sean, Majumdar, Somshubra +5 · 21 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model
2025/08/20 by NVIDIA, :, Aarti Basant +305 · 24 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
- OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs
2025/04/05 by Wasi Uddin Ahmad, Aleksander Ficek, Ahmad, Wasi Uddin +11 · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models
2024/07/29 by Majumdar, Somshubra, Noroozi, Vahid, Samadi, Mehrzad +6 · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- OpenCodeReasoning-II: A Simple Test Time Scaling Approach via Self-Critique
2025/07/11 by Ahmad, Wasi Uddin, Majumdar, Somshubra, Ficek, Aleksander +6 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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)
- 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 · 6 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Explainable Artificial Intelligence (XAI) #Topic Modeling
- GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning
2024/07/05 by Ficek, Aleksander, Zeng, Jiaqi, Kuchaiev, Oleksii · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Scoring Verifiers: Evaluating Synthetic Verification for Code and Reasoning
2025/02/19 by Aleksander Ficek, Somshubra Majumdar, Ficek, Aleksander +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Semantic Web and Ontologies #Software Engineering (cs.SE) #Software Engineering Research