{"data":{"slug":"kleveross-ormb","name":"ormb","tagline":"Docker for Your ML/DL Models Based on OCI Artifacts","github_url":"https://github.com/kleveross/ormb","owner":"kleveross","repo":"ormb","owner_avatar_url":"https://avatars.githubusercontent.com/u/68282154?v=4","primary_language":"Go","stars":472,"forks":61,"topics":["docker","docker-registry","harbor","image-registry","machine-learning","model-management","model-versioning","oci","oci-artifacts","oci-registry","opencontainers"],"archived":false,"github_pushed_at":"2024-01-26T02:53:43+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/kleveross-ormb","markdown_url":"https://www.graphcanon.com/tools/kleveross-ormb.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/kleveross-ormb","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=kleveross-ormb","description":"Docker for Your ML/DL Models Based on OCI Artifacts","homepage_url":null,"license":"Apache-2.0","open_issues":32,"watchers":16,"ai_summary":null,"readme_excerpt":"## Getting Started\n\nYou can watch our sample usage video or read the text version below.\n\n\n\nFirst, open a model folder that meets the specification of `ORMB`. (See our documentation for more information about [ormbfile.yaml](/docs/README.md#What-is-ormbfile?))\n\n```bash\n\n---\n\n### Install the image registry\n\n`ORMB` uses the image registry to store model, you can choose to [install Harbor](https://github.com/goharbor/harbor-helm) or [use Docker Registry](https://docs.docker.com/registry/deploying/). We recommended Harbor here.\n\n---\n\n### Install `ORMB`\n\nYou can install the pre-compiled binary, or compile from source.\n\n#### Install the pre-compiled binary\n\nDownload the pre-compiled binaries from [the releases](https://github.com/kleveross/ormb/releases) page and copy to the desired location.\n\n#### Compile from source\n\nClone:\n\n```\n$ git clone https://github.com/kleveross/ormb\n$ cd ormb\n```\n\nGet the dependencies:\n\n```\n$ go mod tidy\n```\n\nBuild:\n\n```\n$ make build-local\n```\n\nVerify it works:\n\n```\n$ ./bin/ormb --help\n```","github_created_at":"2020-05-21T02:39:10+00:00","created_at":"2026-07-11T23:31:43.394184+00:00","updated_at":"2026-07-11T23:31:57.077842+00:00","categories":[{"slug":"computer-vision","name":"Computer Vision","url":"https://www.graphcanon.com/categories/computer-vision","markdown_url":"https://www.graphcanon.com/categories/computer-vision.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/computer-vision"},{"slug":"inference-serving","name":"Inference & Serving","url":"https://www.graphcanon.com/categories/inference-serving","markdown_url":"https://www.graphcanon.com/categories/inference-serving.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/inference-serving"}],"tags":[{"slug":"oci","name":"oci"},{"slug":"docker-registry","name":"docker-registry"},{"slug":"model-versioning","name":"model-versioning"},{"slug":"machine-learning","name":"machine-learning"},{"slug":"docker","name":"docker"},{"slug":"image-registry","name":"image-registry"},{"slug":"model-management","name":"model-management"},{"slug":"harbor","name":"harbor"}],"trust":{"provenance":{"is_fork":false,"github_id":265737190,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T23:31:50.512Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":897,"last_release_at":"2022-02-07T02:10:18Z"},"security_summary":{"status":"findings","scanner":"osv@v1","low_count":201,"high_count":0,"last_scan_at":"2026-07-11T23:31:50.894Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-11T23:31:50.239Z"},"languages":{"value":["go"],"source":"github.language","observed_at":"2026-07-11T23:31:50.239Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-07-11T23:31:50.239Z"}}}}