{"data":{"slug":"tavris1-ai-toolkit-easy-install","name":"AI-Toolkit-Easy-Install","tagline":"One-click Portable Windows installation of 'AI-Toolkit by Ostris'","github_url":"https://github.com/Tavris1/AI-Toolkit-Easy-Install","owner":"Tavris1","repo":"AI-Toolkit-Easy-Install","owner_avatar_url":"https://avatars.githubusercontent.com/u/36665424?v=4","primary_language":"Batchfile","stars":467,"forks":34,"topics":["ai-toolkit","easy-install","fine-tuning","lora","machine-learning","stable-diffusion","windows-installer"],"archived":false,"github_pushed_at":"2026-07-08T12:18:43+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/tavris1-ai-toolkit-easy-install","markdown_url":"https://www.graphcanon.com/tools/tavris1-ai-toolkit-easy-install.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/tavris1-ai-toolkit-easy-install","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=tavris1-ai-toolkit-easy-install","description":"One-click Portable Windows installation of 'AI-Toolkit by Ostris'","homepage_url":null,"license":"MIT","open_issues":0,"watchers":10,"ai_summary":"Provides a portable and simplified installation method for the AI-Toolkit by Ostris, suitable for machine learning tasks including model fine-tuning and the use of LoRA (Low-Rank Adaptation)","readme_excerpt":null,"github_created_at":"2025-06-17T17:25:34+00:00","created_at":"2026-07-11T11:41:28.731058+00:00","updated_at":"2026-07-12T06:14:31.216032+00:00","categories":[{"slug":"developer-tools","name":"Developer Tools","url":"https://www.graphcanon.com/categories/developer-tools","markdown_url":"https://www.graphcanon.com/categories/developer-tools.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/developer-tools"},{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"}],"tags":[{"slug":"ai-toolkit","name":"ai-toolkit"},{"slug":"easy-install","name":"easy-install"},{"slug":"fine-tuning","name":"fine-tuning"},{"slug":"lora","name":"lora"},{"slug":"machine-learning","name":"machine-learning"},{"slug":"stable-diffusion","name":"stable-diffusion"},{"slug":"windows-installer","name":"windows-installer"}],"trust":{"provenance":{"is_fork":false,"github_id":1003799351,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T11:41:29.425Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":null,"days_since_push":2,"last_release_at":null},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:41:29.984Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-12T06:14:07.063Z"},"languages":{"value":["batchfile"],"source":"github.language","observed_at":"2026-07-12T06:14:07.063Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-07-12T06:14:07.063Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["- When you require a simplified and quick setup process on Windows machines for the AI-Toolkit by Ostris.","- For machine learning tasks such as model fine-tuning and LoRA (Low-Rank Adaptation) if you need a portable solution that doesn't require administrative privileges."],"when_not_to_use":["- If your environment is not Windows-based, as this tool specifically supports only Windows installations.","- When full customization of the installation process is necessary – AI-Toolkit-Easy-Install offers a simplified and less customizable approach compared to manual setup methods."],"source":"enrich:decision_facts","observed_at":"2026-07-12T06:14:30.988Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"AI-Toolkit-Easy-Install is a batch file script for a one-click portable Windows installation of AI-Toolkit by Ostris."},{"label":"License detail","value":"MIT License: Permits use in both open-source and proprietary applications without royalty fees."}]}}