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# Running nanochat on the Cloud with SkyPilot
This directory contains [SkyPilot](https://skypilot.readthedocs.io/) configurations for easily launching nanochat on various cloud providers.
This directory contains [SkyPilot](https://skypilot.readthedocs.io/) configurations for easily launching nanochat on various cloud providers and Kubernetes clusters.
## Prerequisites
1. Install SkyPilot and configure it with your cloud provider(s):
1. Install SkyPilot and configure it with your cloud provider(s) or Kubernetes cluster:
- Follow the [SkyPilot installation guide](https://docs.skypilot.co/en/latest/getting-started/installation.html)
- Configure your cloud credentials (AWS, GCP, Azure, Lambda, Nebius, etc.)
- Configure your cloud credentials (AWS, GCP, Azure, Lambda, Nebius, etc.) OR
- Configure Kubernetes access via [SkyPilot's Kubernetes support](https://docs.skypilot.co/en/latest/reference/kubernetes/index.html)
## Training: Running the Speedrun Pipeline
Launch the speedrun training pipeline on any cloud provider with a single command:
```bash
sky launch -c nanochat-speedrun cloud/speedrun.sky.yaml --infra <aws|gcp|nebius|lambda|etc>
sky launch -c nanochat-speedrun cloud/speedrun.sky.yaml --infra <k8s|aws|gcp|nebius|lambda|etc>
```
This will:
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Once training is complete, serve your trained model with the web UI:
```bash
sky launch -c nanochat-serve cloud/serve.sky.yaml --infra <aws|gcp|nebius|lambda|etc>
sky launch -c nanochat-serve cloud/serve.sky.yaml --infra <k8s|aws|gcp|nebius|lambda|etc>
```
This will: