Software Development

Nemotron 3 Ultra Text2SQL LoRA

Run the Nemotron-3 Ultra Text2SQL LoRA fine-tuning tutorial (NeMo Megatron-Bridge) end-to-end for the user on their SLURM cluster: data prep, distributed checkpoint conversion, and packed LoRA fine-tuning of the 550B hybrid Mamba-Transformer MoE, ending at a saved adapter. Use when the user wants to run this cookbook, fine-tune Nemotron-3 Ultra with LoRA, or adapt the notebook to their own cluster.

Publisher / source

NVIDIA-NeMo/Nemotron (found on GitHub top repositories)

Upstream record

NVIDIA-NeMo/Nemotron

Version

Version 1

Published

2026-11-07

Publication review

Approved for publication · recorded passed scan 2026-11-07

Content fingerprint

55cee94308973c359ff508e2f223e91e27a42f2448d7aa1a645365b21194fa1a