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Independent project, not affiliated with Anthropic
orchestra-research avatar

Huggingface Accelerate

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

Wraps HuggingFace's Accelerate library to handle distributed training without rewriting your PyTorch code. You add four lines (import Accelerator, initialize it, wrap your model/optimizer/dataloader) and suddenly your script runs on multiple GPUs, TPUs, or mixed precision setups. Useful when you've outgrown single-GPU training but don't want to dive into the complexity of torch.distributed directly. The skill passed Gen Agent Trust Hub and Socket audits but got a warning from Snyk, so check dependencies if security matters for your deployment. It's been installed 262 times and comes from orchestra-research's AI research skill collection.

Install to Claude Code

npx -y skills add orchestra-research/ai-research-skills --skill huggingface-accelerate --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
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 →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
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 →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
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 →
Categories
Backend & APIsAI & Agent BuildingData Science & MLAutomation & Workflows
First SeenJun 3, 2026
View on GitHub

More from orchestra-research/ai-research-skills

All 95 skills →
  • Prompt Guard690
  • Unsloth690
  • Crewai Multi Agent689
  • Knowledge Distillation686
  • Peft Fine Tuning684
  • Quantizing Models Bitsandbytes684
  • Ray Data684
  • Evaluating Llms Harness683
  • Qdrant Vector Search683
  • Gguf Quantization681
  • Langchain681
  • Audiocraft Audio Generation680
  • Deepspeed679
  • Dspy679
  • Pytorch Lightning679
  • Tensorboard679
  • Fine Tuning With Trl678
  • Llama Cpp678
  • Optimizing Attention Flash678
  • Whisper678
  • Grpo Rl Training676
  • Instructor676
  • Long Context676
  • Sglang676

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liveblocks/skills

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