Overview
huggingface-accelerate is an open-source backend skill for Claude Code and compatible agents, published by Orchestra-Research. Its author describes it as: “Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP. Automatic device placement, mixed precision (FP16/BF16/FP8). Interactive config…”. The project has 12k stars on GitHub and is available under the MIT license. Add it to your setup with `/plugin marketplace add Orchestra-Research/AI-Research-SKILLs`.
What huggingface-accelerate does
Accelerate simplifies distributed training to 4 lines of code.
What’s inside
The SKILL.md for huggingface-accelerate is organised into these sections:
- Quick start
- Common workflows
- Workflow 1: From single GPU to multi-GPU
- Workflow 2: Mixed precision training
- Workflow 3: DeepSpeed ZeRO integration
- Workflow 4: FSDP (Fully Sharded Data Parallel)
- Workflow 5: Gradient accumulation
- When to use vs alternatives
- Common issues
- Advanced topics
- Hardware requirements
- Resources
Installation
Add huggingface-accelerate to your agent with:
/plugin marketplace add Orchestra-Research/AI-Research-SKILLsReview a skill’s source before installing it — skills can instruct your agent to run commands. This command comes from the skill’s public repository, which is the source of truth for setup steps. New to skills? Read how to install Claude Code skills.
Supported agents
- Claude Code — ships a claude code plugin marketplace
- Codex — declared in the repository topics
License
huggingface-accelerate is published under the MIT license.
Strengths
- Clear MIT license — safe to read and adapt within its terms
- Ships in Orchestra-Research/AI-Research-SKILLs, an established project with 11,807 GitHub stars
- Works with Claude Code, Codex
Author
Topics
Frequently asked questions
- What does huggingface-accelerate do?
- Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP. Automatic device placement, mixed precision (FP16/BF16/FP8). Interactive config, single launch command. HuggingFace ecosystem standard.
- How do I install huggingface-accelerate?
- Run /plugin marketplace add Orchestra-Research/AI-Research-SKILLs in your agent, then reload your skills. Review the source at https://github.com/Orchestra-Research/AI-Research-SKILLs before installing.
- Is huggingface-accelerate free to use?
- Yes. huggingface-accelerate is free and open source under the MIT license, so you can read, run, and adapt it within that license's terms.
- Which agents does huggingface-accelerate work with?
- huggingface-accelerate lists Claude Code and Codex — named in its SKILL.md, its plugin marketplace or its repository topics. Skills use the portable SKILL.md format, so other agents that read that format may load it too.
- Where does huggingface-accelerate come from?
- huggingface-accelerate ships inside Orchestra-Research/AI-Research-SKILLs, a repository that contains 41 catalogued skills in total. The repository's 11,807 GitHub stars apply to that whole collection, not to this skill on its own.
