recipe-recommender
OfficialSmart starting configs for Megatron Bridge training.
AuthorNVIDIA
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Indexes shipped recipes and helps users pick the right starting config, adjust parallelism, and avoid common pitfalls.
Core Features & Use Cases
- Recipe discovery across library and performance recipes for Megatron Bridge.
- Start-config recommendations based on model name/size, GPU count, and training goal (pretrain, SFT, or PEFT) with guidance on parallelism and batch sizing.
- Pitfall avoidance and optimization tips to improve training throughput and stability.
- Use case: a user with an 8B model on 8 GPUs wanting a quick starting point for pretraining.
Quick Start
Ask for a recommended recipe for your model and hardware, then apply the suggested starting config.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: recipe-recommender Download link: https://github.com/NVIDIA/skills/archive/main.zip#recipe-recommender Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.