Anna Shors

Anna Shors is a senior deep learning algorithm engineer at NVIDIA currently focusing on model alignment. She received her M.S. in data science from the Statistics department at Stanford University.
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Posts by Anna Shors

Agentic AI / Generative AI Aug 20, 2025

Reinforcement Learning with NVIDIA NeMo-RL: Megatron-Core Support for Optimized Training Throughput

The initial release of NVIDIA NeMo-RL included training support through PyTorch DTensor (otherwise known as FSDP2). This backend enables native integration with... 7 MIN READ
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Agentic AI / Generative AI Dec 17, 2024

Data-Efficient Knowledge Distillation for Supervised Fine-Tuning with NVIDIA NeMo-Aligner

Knowledge distillation is an approach for transferring the knowledge of a much larger teacher model to a smaller student model, ideally yielding a compact,... 5 MIN READ