batuta deploy
Generate production deployment configurations for ML models across multiple platforms.
Synopsis
batuta deploy <COMMAND> [OPTIONS]
Description
The deploy command generates deployment artifacts (Dockerfiles, Lambda handlers, Kubernetes manifests, etc.) for serving ML models in production. Each target platform has its own subcommand with platform-specific options.
Subcommands
| Command | Description |
|---|---|
docker | Generate Dockerfile for containerized deployment |
lambda | Generate AWS Lambda deployment package |
k8s | Generate Kubernetes manifests (Deployment, Service, HPA) |
fly | Generate Fly.io configuration (fly.toml) |
cloudflare | Generate Cloudflare Workers deployment |
Examples
Docker Deployment
$ batuta deploy docker pacha://llama3:8b
AWS Lambda
$ batuta deploy lambda my-model:v1.0
Kubernetes with Scaling
$ batuta deploy k8s --replicas 3
Fly.io
$ batuta deploy fly --region iad
Cloudflare Workers
$ batuta deploy cloudflare --wasm
See Also
batuta serve- Local model serving- Phase 5: Deployment
- Docker Containerization
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