{"data":{"slug":"compvis-stable-diffusion","name":"stable-diffusion","tagline":"A latent text-to-image diffusion model","github_url":"https://github.com/CompVis/stable-diffusion","owner":"CompVis","repo":"stable-diffusion","owner_avatar_url":"https://avatars.githubusercontent.com/u/30233788?v=4","primary_language":"Jupyter Notebook","stars":73254,"forks":10576,"topics":[],"archived":false,"github_pushed_at":"2024-06-18T01:53:49+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/compvis-stable-diffusion","markdown_url":"https://www.graphcanon.com/tools/compvis-stable-diffusion.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/compvis-stable-diffusion","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=compvis-stable-diffusion","description":"A latent text-to-image diffusion model","homepage_url":"https://ommer-lab.com/research/latent-diffusion-models/","license":"Other","open_issues":616,"watchers":564,"ai_summary":"CompVis/stable-diffusion provides a state-of-the-art text-to-image diffusion model for generating images from textual descriptions.","readme_excerpt":"## Requirements\nA suitable [conda](https://conda.io/) environment named `ldm` can be created\nand activated with:\n\n```\nconda env create -f environment.yaml\nconda activate ldm\n```\n\nYou can also update an existing [latent diffusion](https://github.com/CompVis/latent-diffusion) environment by running\n\n```\nconda install pytorch torchvision -c pytorch\npip install transformers==4.19.2 diffusers invisible-watermark\npip install -e .\n```","github_created_at":"2022-08-10T14:36:44+00:00","created_at":"2026-07-11T23:09:30.023436+00:00","updated_at":"2026-08-01T18:00:44.717124+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":"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":"diffusion-model","name":"diffusion-model"},{"slug":"latent-space","name":"latent space"},{"slug":"text-to-image","name":"text-to-image"}],"trust":{"provenance":{"is_fork":false,"github_id":523379232,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-01T18:00:44.020Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":774,"last_release_at":null},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T23:09:32.304Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-08-01T18:00:44.454Z"},"languages":{"value":["jupyter notebook"],"source":"github.language","observed_at":"2026-08-01T18:00:44.454Z"},"license_spdx":{"value":"Other","source":"github.license","observed_at":"2026-08-01T18:00:44.454Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["For generating images based on text prompts with high fidelity and artistic detail.","When you need reproducibility in outputs by leveraging the latent space for stable transformations."],"when_not_to_use":["If the computational resources are limited, as it requires significant GPU power to train or fine-tune models.","In cases where real-time generation performance is critical, due to its computation-intensive process."],"source":"enrich:decision_facts","observed_at":"2026-07-15T09:41:31.415Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"Stable-diffusion is a state-of-the-art latent text-to-image diffusion model underpinning image generation from textual inputs."}]}}