{"id":50089519,"url":"https://github.com/datavorous/cluster-setup","last_synced_at":"2026-05-22T22:09:22.463Z","repository":{"id":356509923,"uuid":"1232221957","full_name":"datavorous/cluster-setup","owner":"datavorous","description":"A clean minimal boilerplate to setup an test bed for experiments.","archived":false,"fork":false,"pushed_at":"2026-05-08T12:28:42.000Z","size":3,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-05-08T12:32:48.978Z","etag":null,"topics":["boilerplate-template","gpu-cluster"],"latest_commit_sha":null,"homepage":"","language":"Shell","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/datavorous.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-05-07T17:59:12.000Z","updated_at":"2026-05-08T12:30:27.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/datavorous/cluster-setup","commit_stats":null,"previous_names":["datavorous/cluster-setup"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/datavorous/cluster-setup","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datavorous%2Fcluster-setup","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datavorous%2Fcluster-setup/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datavorous%2Fcluster-setup/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datavorous%2Fcluster-setup/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/datavorous","download_url":"https://codeload.github.com/datavorous/cluster-setup/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datavorous%2Fcluster-setup/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33372740,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-22T21:56:13.512Z","status":"ssl_error","status_checked_at":"2026-05-22T21:56:10.769Z","response_time":265,"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":["boilerplate-template","gpu-cluster"],"created_at":"2026-05-22T22:09:21.812Z","updated_at":"2026-05-22T22:09:22.456Z","avatar_url":"https://github.com/datavorous.png","language":"Shell","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Cluster Setup\n\n## Setup (one time)\n\n```bash\ngit clone https://github.com/datavorous/cluster-setup.git\ncd ~/cluster-setup\nsrun -p u22 -A SLURM_ACCOUNT --gres=gpu:1 -c 4 --time=00:30:00 --pty bash\nbash setup/setup.sh\nexit\n```\n\n## Before running anything\n\n```bash\ncd ~/cluster-setup\nsource setup/env.sh\npixi shell\n```\n\n## Directory structure\n\n- `src/`: your training code\n- `configs/`: your config files\n- `scripts/`: utility scripts (demo.py to test)\n- `setup/`: initialization scripts\n\n## Environment variables \n\nAvailable after `source setup/env.sh`\n\n```bash\nSCRATCH=/scratch/$USER # ephemeral node-local storage\nHF_HOME=/scratch/$USER/hf_cache # Hugging Face models\nCHECKPOINTS_DIR=/scratch/$USER/checkpoints # your checkpoints\nEXPERIMENTS_DIR=/scratch/$USER/experiments # your logs/outputs\n```\n\nUse these in your code. `/scratch` is fast and deleted after job ends. Store everything there.\n\n## Run your script\n\n```bash\npython src/script.py\n```\n\n## Test setup\n\n```bash\npython scripts/demo.py\n```\n\n## Submit batch job\n\nCreate `job.sh`:\n\n```bash\n#!/bin/bash\n#SBATCH --job-name=train\n#SBATCH --partition=u22\n#SBATCH --gres=gpu:4\n#SBATCH --time=12:00:00\n\nsource setup/env.sh\npixi shell\npython src/script.py\n```\n\nThen: `sbatch job.sh`\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatavorous%2Fcluster-setup","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdatavorous%2Fcluster-setup","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatavorous%2Fcluster-setup/lists"}