🐛 Deepspeed
This skill provides expert guidance for distributed training with DeepSpeed, covering ZeRO, pipeline parallelism, FP16/BF16/FP8, and optimization best
npx playbooks add skill orchestra-research/ai-research-skills --skill deepspeed
About Deepspeed
Built for debugging workflows, Deepspeed helps AI coding agents this skill provides expert guidance for distributed training with deepspeed, covering zero, pipeline parallelism, fp16/bf16/fp8, and optimization best.
The 18-word prompt provides structured debugging guidance — covering detailed methodology and consistent output formats. Install it in one command.
Use Cases
- Systematically diagnosing production errors and crashes
- Tracing memory leaks and performance bottlenecks
- Debugging async race conditions and concurrency issues
- Root-cause analysis with structured logging
Example Prompts
System Prompt (18 words)
This skill provides expert guidance for distributed training with DeepSpeed, covering ZeRO, pipeline parallelism, FP16/BF16/FP8, and optimization best
Frequently Asked Questions
What is Deepspeed?
Deepspeed is a free debugging skill for AI coding agents. This skill provides expert guidance for distributed training with DeepSpeed, covering ZeRO, pipeline parallelism, FP16/BF16/FP8, and optimization best. It provides a specialized system prompt that configures your agent with debugging expertise.
How do I use Deepspeed with Claude Code?
Run npx playbooks add skill orchestra-research/ai-research-skills --skill deepspeed in your terminal to install Deepspeed into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Deepspeed?
Deepspeed is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Deepspeed free to use?
Yes, Deepspeed is completely free and open source. The full source is available on GitHub at https://github.com/orchestra-research/ai-research-skills/tree/main/08-distributed-training/deepspeed. You only need a subscription to the AI agent you use it with.
