nemo-mbridge-perf-memory-tuning
nemo-mbridge-perf-memory-tuning is an agent skill published by nvidia. It lives in the NVIDIA/skills repository, which has 3,735 GitHub stars and is licensed under Apache-2.0; we last read it on 2026-09-16.
Optimizes GPU memory usage in Megatron Bridge by implementing expandable segments, PEFT + SP input re-gathering, parallelism resizing, activation recompute, CPU offloading, and common out-of-memory fixes.
Install
skills is a generic installer for any repository of Claude agent skills -- it reads NVIDIA/skills’s own structure rather than assuming one, the same way this page reads the skill’s own SKILL.md rather than assuming a format.
npx skills add NVIDIA/skills
Maintenance
Techniques for reducing peak GPU memory in Megatron Bridge — expandable segments, PEFT + SP input re-gather, parallelism resizing, activation recompute, CPU offloading constraints, and common OOM fixes.
Common questions about nemo-mbridge-perf-memory-tuning
- What does nemo-mbridge-perf-memory-tuning do?
- Optimizes GPU memory usage in Megatron Bridge by implementing expandable segments, PEFT + SP input re-gathering, parallelism resizing, activation recompute, CPU offloading, and common out-of-memory fixes.
- How do I install nemo-mbridge-perf-memory-tuning?
- Run npx skills add NVIDIA/skills. The skills installer reads the repository’s own structure, so it works for any repository of agent skills.
- Who publishes nemo-mbridge-perf-memory-tuning?
- nvidia.
- Is nemo-mbridge-perf-memory-tuning maintained, and what licence does it use?
- Its repository has 3,735 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-26. The repository declares the Apache-2.0 licence.