{"id":26204980,"url":"https://github.com/kleveross/klever","last_synced_at":"2025-04-15T07:34:01.375Z","repository":{"id":44872334,"uuid":"280770443","full_name":"kleveross/klever","owner":"kleveross","description":"Cloud Native ML/DL Platform","archived":false,"fork":false,"pushed_at":"2020-09-09T07:04:06.000Z","size":88,"stargazers_count":133,"open_issues_count":3,"forks_count":20,"subscribers_count":14,"default_branch":"master","last_synced_at":"2025-03-28T17:57:26.939Z","etag":null,"topics":["ai-infra","cloud-native","deep-learning","kubeflow","kubernetes","machine-learning","model-management"],"latest_commit_sha":null,"homepage":"","language":null,"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/kleveross.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}},"created_at":"2020-07-19T01:34:09.000Z","updated_at":"2025-03-18T03:38:42.000Z","dependencies_parsed_at":"2022-07-15T17:30:29.532Z","dependency_job_id":null,"html_url":"https://github.com/kleveross/klever","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kleveross%2Fklever","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kleveross%2Fklever/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kleveross%2Fklever/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kleveross%2Fklever/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kleveross","download_url":"https://codeload.github.com/kleveross/klever/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249027156,"owners_count":21200576,"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":["ai-infra","cloud-native","deep-learning","kubeflow","kubernetes","machine-learning","model-management"],"created_at":"2025-03-12T04:32:39.063Z","updated_at":"2025-04-15T07:34:01.360Z","avatar_url":"https://github.com/kleveross.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cp align=\"center\"\u003e\n\u003cimg src=\"docs/images/logo.png\" height=\"150\"\u003e\n\u003c/p\u003e\n\n\u003ca href=\"https://join.slack.com/t/kleveross/shared_invite/zt-g0eoiyq9-9OwiI7c__oV79bh_94MyTw\"\u003e\n    \u003cimg src=\"https://cdn.brandfolder.io/5H442O3W/as/pl546j-7le8zk-5guop3/Slack_RGB.png\" alt=\"Slack\" height =30px/\u003e\u003c/a\u003e\n\nKlever is a cloud native platform for machine learning workloads. It help users to train, distribute, manage and serve their machine learning models. Klever is built on top of many state-of-art open source projects like [Kubeflow][], [Harbor][] and so on. Its current components are:\n\n- [ormb][]: A CLI and a library to help users manage machine learning models like Docker images.\n- [Model registry][]: A centralized registry, set of APIs and UI ( Will be added soon ) for machine learning models, based on [Harbor][] and [ormb][].\n- Serving platform: A platform to deploy models in the model registry with the help of [Seldon Core][].\n\nComponents to be added:\n\n- **Training platform**.\n\n## Architecture\n\n\u003cp align=\"center\"\u003e\n\u003cimg src=\"docs/images/arch.png\" height=\"350\"\u003e\n\u003c/p\u003e\n\n## Roadmap\n\nPlease have a look at [Roadmap](./docs/roadmap.md).\n\n[Kubeflow]: https://github.com/kubeflow/kubeflow\n[Harbor]: https://github.com/goharbor/harbor\n[ormb]: https://github.com/kleveross/ormb\n[Model registry]: https://github.com/kleveross/klever-model-registry\n[Seldon Core]: https://github.com/SeldonIO/seldon-core\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkleveross%2Fklever","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkleveross%2Fklever","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkleveross%2Fklever/lists"}