{"id":19748004,"url":"https://github.com/tensorchord/openmodelz-docs","last_synced_at":"2025-06-14T03:05:27.276Z","repository":{"id":186701529,"uuid":"671316313","full_name":"tensorchord/openmodelz-docs","owner":"tensorchord","description":null,"archived":false,"fork":false,"pushed_at":"2023-08-28T02:18:23.000Z","size":1672,"stargazers_count":3,"open_issues_count":1,"forks_count":3,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-06-14T03:04:22.717Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"MDX","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tensorchord.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2023-07-27T03:40:55.000Z","updated_at":"2023-08-10T10:12:18.000Z","dependencies_parsed_at":null,"dependency_job_id":"16909d26-666a-46e9-a90c-b7f982ca1edc","html_url":"https://github.com/tensorchord/openmodelz-docs","commit_stats":null,"previous_names":["tensorchord/openmodelz-docs"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/tensorchord/openmodelz-docs","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorchord%2Fopenmodelz-docs","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorchord%2Fopenmodelz-docs/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorchord%2Fopenmodelz-docs/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorchord%2Fopenmodelz-docs/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tensorchord","download_url":"https://codeload.github.com/tensorchord/openmodelz-docs/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorchord%2Fopenmodelz-docs/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259752050,"owners_count":22905970,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-11-12T02:19:45.361Z","updated_at":"2025-06-14T03:05:27.256Z","avatar_url":"https://github.com/tensorchord.png","language":"MDX","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n\n# OpenModelZ\n\nSimplify machine learning deployment for any environment.\n\n\u003c/div\u003e\n\n\u003cp align=center\u003e\n\u003ca href=\"https://discord.gg/KqswhpVgdU\"\u003e\u003cimg alt=\"discord invitation link\" src=\"https://dcbadge.vercel.app/api/server/KqswhpVgdU?style=flat\"\u003e\u003c/a\u003e\n\u003ca href=\"https://twitter.com/TensorChord\"\u003e\u003cimg src=\"https://img.shields.io/twitter/follow/tensorchord?style=social\" alt=\"trackgit-views\" /\u003e\u003c/a\u003e\n\u003ca href=\"https://docs.open.modelz.ai\"\u003e\u003cimg src=\"https://img.shields.io/badge/docs.open.modelz.ai-455946.svg?style=socail\u0026logo=googlechrome\u0026logoColor=white\" alt=\"docs\" /\u003e\u003c/a\u003e\n\u003ca href=\"https://github.com/tensorchord/openmodelz#contributors-\"\u003e\u003cimg alt=\"all-contributors\" src=\"https://img.shields.io/github/all-contributors/tensorchord/openmodelz/main\"\u003e\u003c/a\u003e\n\u003c/p\u003e\n\nOpenModelZ (MDZ) provides a simple CLI to deploy and manage your machine learning workloads on any cloud or home lab.\n\n## Why use OpenModelZ 🙋\n\nOpenModelZ is the ideal solution for practitioners who want to quickly deploy their machine learning models to a (public or private) endpoint without the hassle of spending excessive time, money, and effort to figure out the entire end-to-end process.\n\nWe created OpenModelZ in response to the difficulties of finding a simple, cost-effective way to get models into production fast. Traditional deployment methods can be complex and time-consuming, requiring significant effort and resources to get models up and running.\n\n- Kubernetes: Setting up and maintaining Kubernetes and Kubeflow can be challenging due to their technical complexity. Data scientists spend significant time configuring and debugging infrastructure instead of focusing on model development.\n- Managed services: Alternatively, using a managed service like AWS SageMaker can be expensive and inflexible, limiting the ability to customize deployment options.\n- Virtual machines: As an alternative, setting up a cloud VM-based solution requires learning complex infrastructure concepts like load balancers, ingress controllers, and other components. This takes a lot of specialized knowledge and resources.\n\nWith OpenModelZ, we take care of the underlying technical details for you, and provide a simple and easy-to-use CLI to deploy your models to **any cloud (GCP, AWS, or others), your home lab, or even a single machine**.\n\nYou could **start from a single machine and scale it up to a cluster of machines** without any hassle. OpenModelZ lies at the heart of our [ModelZ](https://modelz.ai), which is a serverless inference platform. It's used in production to deploy models for our customers.\n\n## Documentation 📝\n\nYou can find the documentation at [docs.open.modelz.ai](https://docs.open.modelz.ai).\n\n## Local Development\n\nFirst, run `pnpm i` to install the dependencies.\n\nThen, run `pnpm dev` to start the development server and visit localhost:3000.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftensorchord%2Fopenmodelz-docs","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftensorchord%2Fopenmodelz-docs","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftensorchord%2Fopenmodelz-docs/lists"}