Individual skill
nemo-mbridge-recipe-recommender
Recommend and customize Megatron Bridge library and benchmark recipes for a user's model, GPU count, hardware, sequence length, and pretrain/SFT/PEFT goal. Use when selecting a starting recipe, comparing library and benchmark configs, resizing parallelism for a GPU allocation, or distinguishing convergence changes, semantics-preserving execution tuning, and benchmark-only shortcuts.
skills/nemo-mbridge-recipe-recommender/SKILL.md
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- Last checked
- Nov 2, 2026
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- Nov 6, 2026
- License
- Apache-2.0
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BENCHMARK.mddoc · 4,767 bytesSKILL.mdcore · 16,752 bytesSKILL.mdcore · 16,752 bytesSKILL.mdcore · 16,752 bytesSKILL.mdcore · 16,752 bytesSKILL.mdcore · 16,752 bytesSKILL.mdcore · 16,752 bytesSKILL.mdcore · 16,752 bytesSKILL.mdcore · 16,752 bytesevals/evals.jsonasset · 2,570 bytesreferences/recipe-index.mddoc · 9,398 bytesskill-card.mddoc · 4,068 bytesskill.oms.sigasset · 4,849 bytes
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# Auto Recipe — Recipe Index & Recommendation
This skill indexes every shipped recipe and helps users pick the right starting
config, adjust parallelism, and avoid common pitfalls.
## How to Use This Skill
1. Ask the user for: **model name/size**, **GPU count & type**, **training goal**
(pretrain / SFT / PEFT), and **sequence length** (if non-default).
2. Look up the best-match recipe in the index below.
3. Recommend the recipe function name + entry-point command.
4. Provide adjustment advice (parallelism resizing, batch tuning, pitfalls).
## First Answer Checklist