{"id":20063505,"url":"https://github.com/alan-turing-institute/ai-workflows","last_synced_at":"2025-05-05T17:32:59.207Z","repository":{"id":39856173,"uuid":"388768760","full_name":"alan-turing-institute/AI-workflows","owner":"alan-turing-institute","description":"A collections of portable, real-world AI workflows for testing and benchmarking","archived":true,"fork":false,"pushed_at":"2022-07-21T09:49:37.000Z","size":269,"stargazers_count":8,"open_issues_count":0,"forks_count":1,"subscribers_count":17,"default_branch":"main","last_synced_at":"2025-04-09T02:08:48.329Z","etag":null,"topics":["ai","apptainer","hpc","hut23","hut23-947","machine-learning","singularity","singularity-container"],"latest_commit_sha":null,"homepage":"","language":"Shell","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/alan-turing-institute.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":"2021-07-23T10:47:42.000Z","updated_at":"2025-03-18T16:13:36.000Z","dependencies_parsed_at":"2022-07-06T03:30:48.632Z","dependency_job_id":null,"html_url":"https://github.com/alan-turing-institute/AI-workflows","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/alan-turing-institute%2FAI-workflows","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2FAI-workflows/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2FAI-workflows/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2FAI-workflows/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/alan-turing-institute","download_url":"https://codeload.github.com/alan-turing-institute/AI-workflows/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252542444,"owners_count":21764971,"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","apptainer","hpc","hut23","hut23-947","machine-learning","singularity","singularity-container"],"created_at":"2024-11-13T13:42:38.281Z","updated_at":"2025-05-05T17:32:58.709Z","avatar_url":"https://github.com/alan-turing-institute.png","language":"Shell","funding_links":[],"categories":[],"sub_categories":[],"readme":"# AI-workflows\n\nA collections of portable, real-world AI workflows for testing and benchmarking\n\n## Workflows\n\n- [Pytorch GAN zoo](./workflows/pytorch_GAN_zoo/)\n- [3D Very Deep VAE](./workflows/3d_very_deep_vae/)\n- [SciML Bench](./workflows/sciml-bench/)\n\n## Running Workflows on HPC\n\n[hpc.md](./hpc.md) has advice on running the workflows on HPC systems. Each\nworkflow also contains template Slurm batch scripts.\n\n## Using Vagrant\n\nThe included Vagrantfile can be used to build the examples if your system does\nnot support singularity or if you would prefer not to install singularity on\nyour host. The Vagrantfile has support for the VirtualBox and libvirt providers.\n\nTo create the virtual machine run\n\n```bash\nvagrant up --provider \u003cprovider\u003e\n```\n\nfor example\n\n```bash\nvagrant up --provider libvirt\n```\n\nWhen this is finished, you can connect to the virtualmachine in the normal way\n\n```bash\nvagrant ssh\n```\n\nand will find this project mounted at `/vagrant/`\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falan-turing-institute%2Fai-workflows","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Falan-turing-institute%2Fai-workflows","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falan-turing-institute%2Fai-workflows/lists"}