{"adoption": {"forks": 61, "observed_at": "2026-08-28T04:03:57.556966+00:00", "stars": 1197}, "canonical_url": "https://ross.abutalabs.com/products/stylegan-t", "card": {"archived": false, "artifact_type": "library", "description": "[ICML'23] StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis", "domain": ["machine-learning", "deep-learning", "artificial-intelligence", "image-processing"], "enriched": true, "function": ["machine-learning", "deep-learning", "llm-training"], "health_score": 20, "homepage": null, "language": "Python", "license": "NOASSERTION", "license_family": "other", "maturity": "active", "member_repos": ["autonomousvision/stylegan-t"], "name": "autonomousvision/stylegan-t", "platform": ["python"], "pushed_at": "2023-04-07T08:58:50+00:00", "repo": "autonomousvision/stylegan-t", "stars": 1197, "tags": ["text-to-image", "gan", "stylegan", "research-code", "icml-2023", "pytorch", "no-pretrained-checkpoints", "gpu", "linux"], "topics": [], "urls": [], "use_cases": ["train a text-to-image GAN from scratch", "reproduce StyleGAN-T paper experiments", "generate images from text prompts with a GAN instead of diffusion models", "train conditional GANs on custom image datasets", "benchmark fast text-to-image synthesis against diffusion baselines"], "what_it_is": "Official training code for StyleGAN-T, an ICML 2023 paper on fast large-scale text-to-image synthesis using GANs. It provides dataset preparation and training tooling in Python/PyTorch but does not include pretrained checkpoints.", "when_to_avoid": ["you just want to generate images with pretrained weights (none are provided)", "you need a production text-to-image service", "you prefer diffusion-based models like Stable Diffusion"], "when_to_choose": ["you want to train or extend a fast text-to-image GAN", "you need the exact training code from the StyleGAN-T paper", "you have GPU resources and your own image-caption datasets"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/stylegan-t", "repo": "autonomousvision/stylegan-t", "role": "main", "score": 31}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:57.556966+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:21:25.871602+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7099631b61b859adbeabf77efe7898e7bc38f34cf2af0a2ece8589194f1cf2ea", "fetched_at": "2026-08-28T04:03:57.556966+00:00", "kind": "readme", "missing": false, "url": "https://github.com/autonomousvision/stylegan-t"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:57.556966+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:21:25.871602+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7099631b61b859adbeabf77efe7898e7bc38f34cf2af0a2ece8589194f1cf2ea", "fetched_at": "2026-08-28T04:03:57.556966+00:00", "kind": "readme", "missing": false, "url": "https://github.com/autonomousvision/stylegan-t"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:21:25.871602+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7099631b61b859adbeabf77efe7898e7bc38f34cf2af0a2ece8589194f1cf2ea", "fetched_at": "2026-08-28T04:03:57.556966+00:00", "kind": "readme", "missing": false, "url": "https://github.com/autonomousvision/stylegan-t"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:57.556966+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:57.556966+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:57.556966+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:21:25.871602+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7099631b61b859adbeabf77efe7898e7bc38f34cf2af0a2ece8589194f1cf2ea", "fetched_at": "2026-08-28T04:03:57.556966+00:00", "kind": "readme", "missing": false, "url": "https://github.com/autonomousvision/stylegan-t"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:57.556966+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:57.556966+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:21:25.871602+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7099631b61b859adbeabf77efe7898e7bc38f34cf2af0a2ece8589194f1cf2ea", "fetched_at": "2026-08-28T04:03:57.556966+00:00", "kind": "readme", "missing": false, "url": "https://github.com/autonomousvision/stylegan-t"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:57.556966+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:57.556966+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:57.556966+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:21:25.871602+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7099631b61b859adbeabf77efe7898e7bc38f34cf2af0a2ece8589194f1cf2ea", "fetched_at": "2026-08-28T04:03:57.556966+00:00", "kind": "readme", "missing": false, "url": "https://github.com/autonomousvision/stylegan-t"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:57.556966+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:57.556966+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:21:25.871602+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7099631b61b859adbeabf77efe7898e7bc38f34cf2af0a2ece8589194f1cf2ea", "fetched_at": "2026-08-28T04:03:57.556966+00:00", "kind": "readme", "missing": false, "url": "https://github.com/autonomousvision/stylegan-t"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:21:25.871602+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7099631b61b859adbeabf77efe7898e7bc38f34cf2af0a2ece8589194f1cf2ea", "fetched_at": "2026-08-28T04:03:57.556966+00:00", "kind": "readme", "missing": false, "url": "https://github.com/autonomousvision/stylegan-t"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:21:25.871602+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7099631b61b859adbeabf77efe7898e7bc38f34cf2af0a2ece8589194f1cf2ea", "fetched_at": "2026-08-28T04:03:57.556966+00:00", "kind": "readme", "missing": false, "url": "https://github.com/autonomousvision/stylegan-t"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:21:25.871602+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7099631b61b859adbeabf77efe7898e7bc38f34cf2af0a2ece8589194f1cf2ea", "fetched_at": "2026-08-28T04:03:57.556966+00:00", "kind": "readme", "missing": false, "url": "https://github.com/autonomousvision/stylegan-t"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 94, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1321, "days_push": 1244, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 31, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}