> ## Documentation Index
> Fetch the complete documentation index at: https://docs.kalarislabs.com/llms.txt
> Use this file to discover all available pages before exploring further.

# lambda-labs-gpu-cloud — AI agent skill for ml inference and ops

> Reserved and on-demand GPU cloud instances for ML training and inference.

# `lambda-labs-gpu-cloud`

> Reserved and on-demand GPU cloud instances for ML training and inference. Use when you need dedicated GPU instances with simple SSH access, persistent filesystems, or high-performance multi-node clusters for large-scale training.

**Category:** [ml-inference-and-ops](/research-agent-skills/skills#ml-inference-and-ops) · **License:** MIT · **Version:** 1.0.0

## Install

```bash theme={null}
npx research-agent-skills install lambda-labs-gpu-cloud
npx skills add KalarisLabs/research-agent-skills --skill lambda-labs-gpu-cloud
```

## When to use it

Reserved and on-demand GPU cloud instances for ML training and inference. Use when you need dedicated GPU instances with simple SSH access, persistent filesystems, or high-performance multi-node clusters for large-scale training.

## Full playbook

Read [SKILL.md](https://github.com/KalarisLabs/research-agent-skills/blob/main/skills/lambda-labs-gpu-cloud/SKILL.md) for the complete workflow, references and any scripts. The agent installer copies the full skill folder.


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