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Training large models with Megatron-Core v1.0.0

Use this resource to train a large language model with Megatron-Core

New

  • 402 downloads
  • 193 likes
  • 155 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install megatron-core-large-llm-training

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent helps you set up Megatron-Core: 3D parallelism, FP8 precision and training recipes for a LLaMA-style LLM. You get launch commands, the parallel configuration and performance benchmarks.

Mostly picked by

Updated November 2, 2026

Card for the “Training large models with Megatron-Core” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

Similar resources

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What you get

  • SKILL.md: quick start, Docker and 3D training workflows
  • references/parallelism-guide.md: choosing the parallelism strategies
  • references/training-recipes.md and references/benchmarks.md: training recipes and performance benchmarks

Good fit for

  • You train a model above one billion parameters and want maximum GPU efficiency
  • You need expert or context parallelism

Not for

    Tags

    • megatron
    • llm
    • parallelism
    • gpu

    About

    You say

    “Set up Megatron-Core to train a 70-billion-parameter model on 64 H100 GPUs.”

    Card for the “Training large models with Megatron-Core” skill

    Skill published by davila7 under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to train a large language model with Megatron-Core
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/benchmarks.md7.4 KB
    • references/parallelism-guide.md9.8 KB
    • references/production-examples.md11.1 KB
    • references/training-recipes.md11.9 KB
    • SKILL.md9.9 KB

    Origin and licence

    Listed unmodified

    Author
    davila7
    Source
    github.com/davila7/claude-code-templates/tree/f57964ebda91cdfb31755661ecea9395f30020f1/cli-tool/components/skills/ai-research/distributed-training-megatron-core
    Licence
    MIT

    Notice

    « distributed-training-megatron-core » (davila7, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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