nemo-mbridge-perf-parallelism-strategies
Operational guide for choosing and combining parallelism strategies in Megatron Bridge, including sizing rules, hardware topology mapping, and combined parallelism configuration.
npx skills add NVIDIA/skills --skill nemo-mbridge-perf-parallelism-strategies --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Parallelism Strategy Selection Skill For stable background on each parallelism type, see: - @docs/parallelisms.md - @skills/nemo-mbridge-perf-parallelism-strategies/card.yaml ## Decision by Model Size ### Dense models | Model size | GPUs | Recommended starting point | |---|---|---| | < 1B | 1-8 | DP only | | 1-10B | 8-16 | TP=2-4 + DP | | 10-70B | 16-64 | TP=4-8 + PP=2-4 + DP | | 70-175B | 64-25
What does the nemo-mbridge-perf-parallelism-strategies skill do?
Operational guide for choosing and combining parallelism strategies in Megatron Bridge, including sizing rules, hardware topology mapping, and combined parallelism configuration.
How do I install it?
Run `npx skills add NVIDIA/skills --skill nemo-mbridge-perf-parallelism-strategies --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From NVIDIA/skills, a repository with 2,789 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.