{"adoption": {"forks": 387, "observed_at": "2026-08-28T04:06:13.277375+00:00", "stars": 2096}, "canonical_url": "https://ross.abutalabs.com/products/image-gpt", "card": {"archived": true, "artifact_type": "library", "description": null, "domain": ["deep-learning", "machine-learning", "computer-vision", "artificial-intelligence"], "enriched": true, "function": ["machine-learning", "deep-learning", "llm-training", "image-processing"], "health_score": 10, "homepage": null, "language": "Python", "license": "NOASSERTION", "license_family": "other", "maturity": "abandoned", "member_repos": ["openai/image-gpt"], "name": "openai/image-gpt", "platform": ["python"], "pushed_at": "2022-04-29T00:03:56+00:00", "repo": "openai/image-gpt", "stars": 2096, "tags": ["gpt", "transformers", "image-generation", "tensorflow", "pretrained-models", "research", "openai", "archived", "linux", "gpu"], "topics": [], "urls": [], "use_cases": ["generate images with a pretrained transformer model", "experiment with autoregressive image modeling", "pretrain transformers on pixels for representation learning", "evaluate iGPT on imagenet and cifar10", "sample from iGPT-S/M/L checkpoints", "study how GPT-2 architecture applies to images"], "what_it_is": "OpenAI's official code and pre-trained models for iGPT (image GPT), a GPT-2-style transformer adapted to generate and classify images as pixel sequences. The repository is archived and provided as-is with no further updates.", "when_to_avoid": ["you need maintained code or modern framework support", "you want production image generation rather than research experimentation", "you cannot use TensorFlow 1.13 or legacy CUDA environments"], "when_to_choose": ["you need the exact iGPT models from the Generative Pretraining from Pixels paper", "you want a research starting point for autoregressive pixel-based image generation", "you can work with TensorFlow 1.x on Ubuntu with multi-GPU setups"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/image-gpt", "repo": "openai/image-gpt", "role": "main", "score": 10}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.277375+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:54:37.806969+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "477654da619209277fffa3e5942679f733af53f526f07c1058512c7f27948571", "fetched_at": "2026-08-28T04:06:13.277375+00:00", "kind": "readme", "missing": false, "url": "https://github.com/openai/image-gpt"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.277375+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:54:37.806969+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "477654da619209277fffa3e5942679f733af53f526f07c1058512c7f27948571", "fetched_at": "2026-08-28T04:06:13.277375+00:00", "kind": "readme", "missing": false, "url": "https://github.com/openai/image-gpt"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:54:37.806969+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "477654da619209277fffa3e5942679f733af53f526f07c1058512c7f27948571", "fetched_at": "2026-08-28T04:06:13.277375+00:00", "kind": "readme", "missing": false, "url": "https://github.com/openai/image-gpt"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.277375+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.277375+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.277375+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:54:37.806969+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "477654da619209277fffa3e5942679f733af53f526f07c1058512c7f27948571", "fetched_at": "2026-08-28T04:06:13.277375+00:00", "kind": "readme", "missing": false, "url": "https://github.com/openai/image-gpt"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.277375+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.277375+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:54:37.806969+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "477654da619209277fffa3e5942679f733af53f526f07c1058512c7f27948571", "fetched_at": "2026-08-28T04:06:13.277375+00:00", "kind": "readme", "missing": false, "url": "https://github.com/openai/image-gpt"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.277375+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.277375+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.277375+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:54:37.806969+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "477654da619209277fffa3e5942679f733af53f526f07c1058512c7f27948571", "fetched_at": "2026-08-28T04:06:13.277375+00:00", "kind": "readme", "missing": false, "url": "https://github.com/openai/image-gpt"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.277375+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.277375+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:54:37.806969+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "477654da619209277fffa3e5942679f733af53f526f07c1058512c7f27948571", "fetched_at": "2026-08-28T04:06:13.277375+00:00", "kind": "readme", "missing": false, "url": "https://github.com/openai/image-gpt"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:54:37.806969+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "477654da619209277fffa3e5942679f733af53f526f07c1058512c7f27948571", "fetched_at": "2026-08-28T04:06:13.277375+00:00", "kind": "readme", "missing": false, "url": "https://github.com/openai/image-gpt"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:54:37.806969+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "477654da619209277fffa3e5942679f733af53f526f07c1058512c7f27948571", "fetched_at": "2026-08-28T04:06:13.277375+00:00", "kind": "readme", "missing": false, "url": "https://github.com/openai/image-gpt"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:54:37.806969+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "477654da619209277fffa3e5942679f733af53f526f07c1058512c7f27948571", "fetched_at": "2026-08-28T04:06:13.277375+00:00", "kind": "readme", "missing": false, "url": "https://github.com/openai/image-gpt"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases", "archived", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2309, "days_push": 1588, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 10, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}