{"id":24607150,"url":"https://github.com/kleveross/klever-model-registry","last_synced_at":"2026-03-09T03:31:11.482Z","repository":{"id":44872951,"uuid":"273212978","full_name":"kleveross/klever-model-registry","owner":"kleveross","description":"Cloud Native Machine Learning Model Registry","archived":false,"fork":false,"pushed_at":"2023-01-12T02:40:34.000Z","size":56500,"stargazers_count":81,"open_issues_count":16,"forks_count":25,"subscribers_count":12,"default_branch":"master","last_synced_at":"2025-07-14T11:46:04.322Z","etag":null,"topics":["cloud-native","deep-learning","docker","harbor","machine-learning","model-management","model-versioning"],"latest_commit_sha":null,"homepage":"https://kleveross.github.io/klever-model-registry/api/","language":"Go","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":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2020-06-18T10:50:25.000Z","updated_at":"2025-01-06T03:35:48.000Z","dependencies_parsed_at":"2023-02-09T09:46:32.483Z","dependency_job_id":null,"html_url":"https://github.com/kleveross/klever-model-registry","commit_stats":null,"previous_names":["caicloud/temp-model-registry"],"tags_count":7,"template":false,"template_full_name":"caicloud/golang-template-project","purl":"pkg:github/kleveross/klever-model-registry","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kleveross%2Fklever-model-registry","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kleveross%2Fklever-model-registry/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kleveross%2Fklever-model-registry/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kleveross%2Fklever-model-registry/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kleveross","download_url":"https://codeload.github.com/kleveross/klever-model-registry/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kleveross%2Fklever-model-registry/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30281484,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-09T02:57:19.223Z","status":"ssl_error","status_checked_at":"2026-03-09T02:56:26.373Z","response_time":61,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["cloud-native","deep-learning","docker","harbor","machine-learning","model-management","model-versioning"],"created_at":"2025-01-24T17:21:38.743Z","updated_at":"2026-03-09T03:31:11.438Z","avatar_url":"https://github.com/kleveross.png","language":"Go","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Klever Model Registry\n\n[![Go Report Card](https://goreportcard.com/badge/github.com/kleveross/klever-model-registry)](https://goreportcard.com/report/github.com/kleveross/klever-model-registry)\n[![Build Status](https://github.com/kleveross/klever-model-registry/workflows/UnitTest/badge.svg\n)](https://github.com/kleveross/klever-model-registry/actions?query=workflow%3AUnitTest)\n[![Build Status](https://github.com/kleveross/klever-model-registry/workflows/E2ETest/badge.svg\n)](https://github.com/kleveross/klever-model-registry/actions?query=workflow%3AE2ETest)\n[![Coverage Status](https://coveralls.io/repos/github/kleveross/klever-model-registry/badge.svg?branch=master)](https://coveralls.io/github/kleveross/klever-model-registry?branch=master)\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\nEnglish | [中文](./README_zh.md)\n\nKlever Model Registry is a Cloud Native ML model registry. Use Klever Model Registry in order to:\n\n- Manage your ML models\n- Version and deliver your ML models with the existing infrastructures\n- Keep track of ML models' hyperparameters and so on to help decision makers\n- Convert models between different formats ( e.g. TensorFlow SavedModel, ONNX )\n- Serve the model\n- Get the standalone executable program to deploy ML model inference services on edge devices/servers ( Coming Soon! )\n\nKlever Model Registry's features:\n\n- Deploy with Docker and Kubernetes\n- Keep non-Invasive for your business\n- Manage ML models like Docker ( With the help of [kleveross/ormb](https://github.com/kleveross/ormb) )\n- Reuse Harbor to store models, without any new infrastructure\n- Support model serving for models managed by MLflow\n- Extract models signatures for:\n    - SavedModel\n    - ONNX\n    - GraphDef\n    - NetDef\n    - Keras H5\n    - CaffeModel\n    - TorchScript\n    - MXNetParams\n    - PMML\n- Convert models from:\n    - MXNetParams to ONNX\n    - Keras H5 to SavedModel\n    - CaffeModel to NetDef\n    - NetDef to ONNX\n\nSee our [official documentations](/docs/README.md) for more information。\n\n## UI MockUp\n\n\u003cp align=\"center\"\u003e\n\u003cimg src=\"docs/images/model.png\" height=\"400\"\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n\u003cimg src=\"docs/images/conversion.png\" height=\"400\"\u003e\n\u003c/p\u003e\n\n## Installation\n\n### Build the image\n\nClone:\n\n```\n$ git clone https://github.com/kleveross/klever-model-registry\n$ cd klever-model-registry\n```\n\nGet the dependencies:\n\n```\n$ go mod tidy\n```\n\nBuild:\n\n```\n$ make docker-build\n```\n\n### Install\n\nPlease have a look at [docs/installation.md](docs/installation.md).\n\nIf you want to trial quickly, you can run installation script as follow.\n\n```bash\n$ wget https://raw.githubusercontent.com/kleveross/klever-model-registry/master/scripts/installation/install-k8s-1.14.sh\n$ bash install-k8s-1.14.sh \u003cmaster-ip\u003e\n```\n\nor \n\n```bash\n$ wget https://raw.githubusercontent.com/kleveross/klever-model-registry/master/scripts/installation/install-k8s-1.19.sh\n$ bash install-k8s-1.19.sh \u003cmaster-ip\u003e\n```\n\n## Community\n\nklever-model-registry project is part of Klever, a Cloud Native Machine Learning platform.\n\nThe Klever slack workspace is klever.slack.com. To join, click this [invitation to our Slack workspace](https://join.slack.com/t/kleveross/shared_invite/zt-g0eoiyq9-9OwiI7c__oV79bh_94MyTw).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkleveross%2Fklever-model-registry","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkleveross%2Fklever-model-registry","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkleveross%2Fklever-model-registry/lists"}