custom-plugins

Accelerate allows creating custom plugins to extend distributed training strategies beyond built-in options (DDP, FSDP, DeepSpeed).

Skills
AI research
2

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A skill that teaches Claude Code to do ai research tasks well. It is packaged knowledge the model uses whenever it is relevant.

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Install (Claude Code)

mkdir -p .claude/skills/custom-plugins && curl -fsSL https://doutorai.pt/data/lib/skills__custom-plugins.md -o .claude/skills/custom-plugins/SKILL.md

Paste this command into the terminal, in your project folder, and the component installs automatically.

Content

# Custom Plugins for Accelerate

## Overview

Accelerate allows creating **custom plugins** to extend distributed training strategies beyond built-in options (DDP, FSDP, DeepSpeed).

## Plugin Architecture

### Base Plugin Structure

```python
from accelerate.utils import DistributedDataParallelKwargs
from dataclasses import dataclass

@dataclass
class CustomPlugin:
    """Custom training plugin."""

    # Plugin configuration
    param1: int = 1
    param2: str = "default"

    def __post_init__(self):
        # Validation logic
        if self.param1 < 1:
            raise ValueError("param1

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