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Enabling Megatron FSDP in Megatron Bridge v1.0.0

Use this resource to enable and verify Megatron FSDP in a Megatron Bridge configuration

New

  • 305 downloads
  • 122 likes
  • 226 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install megatron-fsdp-enablement-guide

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 applies the minimal settings (use_megatron_fsdp, the optim_grads_params sharding strategy, the fsdp_dtensor checkpoint format) to a recipe, flags known pitfalls and suggests checks. You get a corrected configuration and a checklist.

Mostly picked by

Updated November 2, 2026

Card for the “Enabling Megatron FSDP in Megatron Bridge” skill

Details

Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: settings, code anchors and pitfalls
  • card.yaml: structured skill card
  • evals/evals.json: evaluation cases

Good fit for

  • Your model does not fit in memory and you want to shard parameters and gradients
  • You adapt an existing Llama recipe for FSDP

Not for

    Tags

    • FSDP
    • sharding
    • Megatron Bridge
    • memory

    About

    You say

    “Enable Megatron FSDP in my llama3_8b recipe and tell me how to verify it.”

    Card for the “Enabling Megatron FSDP in Megatron Bridge” skill

    Skill published by nvidia under the Apache-2.0 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 enable and verify Megatron FSDP in a Megatron Bridge configuration
    3. Review and adjust the result

    Content preview

    Files

    • BENCHMARK.md4.3 KB
    • card.yaml2.1 KB
    • evals/evals.json1.4 KB
    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • skill-card.md3.7 KB
    • SKILL.md3.9 KB
    • skill.oms.sig4.7 KB

    Origin and licence

    Listed unmodified

    Author
    nvidia
    Source
    github.com/nvidia/skills/tree/ca116d60beafe1b4459f0ab790b7b450912c56b0/skills/nemo-mbridge-perf-megatron-fsdp
    Licence
    Apache-2.0

    Notice

    « nemo-mbridge-perf-megatron-fsdp » (nvidia, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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