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orchestra-research avatar

Training Llms Megatron

orchestra-research/ai-research-skills
673 installs11.5k stars
Summary

This is NVIDIA's Megatron-Core wrapped as a Claude skill for training massive language models at scale. It handles everything from 2B to 462B parameters and claims 47% Model FLOP Utilization on H100s through tensor, pipeline, and data parallelism. You'd reach for this if you're actually training foundation models with multi-GPU setups, not fine-tuning or running inference. The Docker container route is cleaner than pip since it bundles the full NVIDIA PyTorch stack. Fair warning: this is infrastructure for serious compute budgets, not something you spin up for experiments. The skill passes security audits and comes from orchestra-research's AI toolkit, though the original repo is from ovachiever/droid-tings.

Install to Claude Code

npx -y skills add orchestra-research/ai-research-skills --skill training-llms-megatron --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Categories
DevOps & CI/CDAI & Agent BuildingData Science & MLAutomation & WorkflowsSales & Marketing
First SeenJun 3, 2026
View on GitHub

More from orchestra-research/ai-research-skills

All 95 skills →
  • Verl Rl Training673
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  • Clip672
  • Distributed Llm Pretraining Torchtitan672
  • Pyvene Interventions672
  • Sparse Autoencoder Training672
  • Llamaindex671
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  • Guidance670
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  • Pytorch Fsdp2670
  • Gptq669
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  • Simpo Training669
  • Autogpt Agents668
  • Transformer Lens Interpretability668
  • Constitutional Ai667
  • Skypilot Multi Cloud Orchestration667
  • Implementing Llms Litgpt666
  • Mamba Architecture666
  • Miles Rl Training666
  • Model Pruning666

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