NVIDIA's Llama Nemotron: Train a Reasoning-Capable LLM in One Weekend

NVIDIA has developed a tool that allows users to train a reasoning-capable language model in just 48 hours on a single GPU. The Llama Nemotron Post-Training Dataset, available on Hugging Face, contains over 32 million samples across various domains. Users can leverage NVIDIA NeMo Curator and Framework to train their own reasoning model using the dataset. The model's reasoning capabilities can be toggled between standard chat and advanced reasoning modes via a simple instruction in the system prompt, allowing for optimized resource utilization.