{"adoption": {"forks": 273, "observed_at": "2026-08-28T04:05:49.276456+00:00", "stars": 1887}, "canonical_url": "https://ross.abutalabs.com/products/sd_dreambooth_extension", "card": {"archived": false, "artifact_type": "plugin", "description": null, "domain": ["machine-learning", "image-processing", "artificial-intelligence"], "enriched": true, "function": ["machine-learning", "llm-training", "image-processing"], "health_score": 48, "homepage": null, "language": "Python", "license": "NOASSERTION", "license_family": "other", "maturity": "active", "member_repos": ["d8ahazard/sd_dreambooth_extension"], "name": "d8ahazard/sd_dreambooth_extension", "platform": ["python", "cross-platform"], "pushed_at": "2025-09-17T21:59:05+00:00", "repo": "d8ahazard/sd_dreambooth_extension", "stars": 1887, "tags": ["stable-diffusion", "dreambooth", "automatic1111", "fine-tuning", "lora", "diffusers", "webui-extension"], "topics": [], "urls": [], "use_cases": ["train dreambooth models of my face into stable diffusion", "fine-tune stable diffusion on custom subjects via webui", "train multiple concepts at once in dreambooth", "low vram dreambooth training for 8gb gpu", "install dreambooth extension for automatic1111", "create custom stable diffusion checkpoints from photos"], "what_it_is": "A Stable Diffusion WebUI extension that adds DreamBooth fine-tuning capabilities, ported from Shivam Shrirao's optimized Diffusers implementation. It supports training multiple concepts simultaneously and is optimized for lower-VRAM GPUs.", "when_to_avoid": ["you use ComfyUI or another UI without Automatic1111 extension support", "you only need LoRA training and prefer a dedicated trainer like kohya_ss", "you need a fully stable, non-WIP training pipeline"], "when_to_choose": ["you use the Automatic1111 Stable Diffusion WebUI and want integrated DreamBooth training", "you have limited VRAM and need an optimized Diffusers-based trainer", "you want to train multiple concepts in a single run"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/sd_dreambooth_extension", "repo": "d8ahazard/sd_dreambooth_extension", "role": "main", "score": 42}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:49.276456+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:13:32.506921+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a67a1f5ad183517889f00ac6dd849f970388dd294cac6c0f041b17282f614915", "fetched_at": "2026-08-28T04:05:49.276456+00:00", "kind": "readme", "missing": false, "url": "https://github.com/d8ahazard/sd_dreambooth_extension"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:49.276456+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:13:32.506921+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a67a1f5ad183517889f00ac6dd849f970388dd294cac6c0f041b17282f614915", "fetched_at": "2026-08-28T04:05:49.276456+00:00", "kind": "readme", "missing": false, "url": "https://github.com/d8ahazard/sd_dreambooth_extension"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:13:32.506921+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a67a1f5ad183517889f00ac6dd849f970388dd294cac6c0f041b17282f614915", "fetched_at": "2026-08-28T04:05:49.276456+00:00", "kind": "readme", "missing": false, "url": "https://github.com/d8ahazard/sd_dreambooth_extension"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:49.276456+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:49.276456+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:49.276456+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:13:32.506921+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a67a1f5ad183517889f00ac6dd849f970388dd294cac6c0f041b17282f614915", "fetched_at": "2026-08-28T04:05:49.276456+00:00", "kind": "readme", "missing": false, "url": "https://github.com/d8ahazard/sd_dreambooth_extension"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:49.276456+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:49.276456+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:13:32.506921+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a67a1f5ad183517889f00ac6dd849f970388dd294cac6c0f041b17282f614915", "fetched_at": "2026-08-28T04:05:49.276456+00:00", "kind": "readme", "missing": false, "url": "https://github.com/d8ahazard/sd_dreambooth_extension"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:49.276456+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:49.276456+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:49.276456+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:13:32.506921+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a67a1f5ad183517889f00ac6dd849f970388dd294cac6c0f041b17282f614915", "fetched_at": "2026-08-28T04:05:49.276456+00:00", "kind": "readme", "missing": false, "url": "https://github.com/d8ahazard/sd_dreambooth_extension"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:49.276456+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:49.276456+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:13:32.506921+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a67a1f5ad183517889f00ac6dd849f970388dd294cac6c0f041b17282f614915", "fetched_at": "2026-08-28T04:05:49.276456+00:00", "kind": "readme", "missing": false, "url": "https://github.com/d8ahazard/sd_dreambooth_extension"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:13:32.506921+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a67a1f5ad183517889f00ac6dd849f970388dd294cac6c0f041b17282f614915", "fetched_at": "2026-08-28T04:05:49.276456+00:00", "kind": "readme", "missing": false, "url": "https://github.com/d8ahazard/sd_dreambooth_extension"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:13:32.506921+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a67a1f5ad183517889f00ac6dd849f970388dd294cac6c0f041b17282f614915", "fetched_at": "2026-08-28T04:05:49.276456+00:00", "kind": "readme", "missing": false, "url": "https://github.com/d8ahazard/sd_dreambooth_extension"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:13:32.506921+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a67a1f5ad183517889f00ac6dd849f970388dd294cac6c0f041b17282f614915", "fetched_at": "2026-08-28T04:05:49.276456+00:00", "kind": "readme", "missing": false, "url": "https://github.com/d8ahazard/sd_dreambooth_extension"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 42, "longevity": 99, "rhythm": 8}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1396, "days_push": 350, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 42, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}