{"repo":"velda-io/velda","free":true,"listed":false,"github":"https://github.com/velda-io/velda","clone":"git clone https://github.com/velda-io/velda.git","description":"Run GPU or batch jobs directly from your dev environment","language":"Go","stars":82,"topics":["cloud-computing","cloud-management","job-scheduler","ml-infrastructure","ml-platform","workflow"],"license":"Apache-2.0","category":"workflow-automation","readme_excerpt":"Scale like your local machine in the cloud Containers make apps scalable, but the workflow is broken: Slow to build; Dependencies drift; Registry bloat; Complex Job manifests. Velda eliminates all these steps, and makes your dev-environment immediately scalable: ❌ No Dockerfiles or Manifests ❌ No image builds or registries ❌ No redeploys on code changes ✅ Instant scale from local dev to cloud compute, run in any cloud Prefix any command with vrun to execute it on cloud resources using the exact same code, data, and dependencies as your development machine. You may also use vbatch or other commands to orchestrate large scale pipelines. Velda is designed for: - ML engineers iterating on training & evaluation - Data engineers running ad-hoc or scheduled batch jobs - Infra teams tired of rebuilding containers for every code change Getting started 1. Deploy Velda cluster. 2. Connect to your instance using ssh or Velda CLI and start development. 3. Run jobs with vrun , vbatch 4. Onboard more developers by cloning from an existing templates. 🤝 Contributing We love contributions from our community ❤️. Pull requests are welcome! 👥 Community We are super excited for community contributions of all kinds - whether it's code improvements, documentation updates, issue reports, feature requests, or discussions in our Discord. Join our community here: 🌟 Star us on GitHub 👋 Join our Discord community 📜 Subscribe to our blog posts Learn more Check out velda.io to learn more about Velda an","default_branch":null,"files":null,"tree":[],"storefront":"/r/velda-io","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/velda-io/velda/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}