{"adoption": {"forks": 543, "observed_at": "2026-08-28T04:09:09.324689+00:00", "stars": 5070}, "canonical_url": "https://ross.abutalabs.com/products/autogptq", "card": {"archived": true, "artifact_type": "library", "description": "An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.", "domain": ["large-language-models", "deep-learning", "machine-learning"], "enriched": true, "function": ["llm-inference", "machine-learning", "deep-learning"], "health_score": 10, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "abandoned", "member_repos": ["AutoGPTQ/AutoGPTQ"], "name": "AutoGPTQ/AutoGPTQ", "platform": ["python", "windows"], "pushed_at": "2025-04-11T13:27:20+00:00", "repo": "AutoGPTQ/AutoGPTQ", "stars": 5070, "tags": ["quantization", "gptq", "transformers", "pytorch", "model-compression", "unmaintained", "natural-language-processing", "linux", "gpu"], "topics": ["transformers", "deep-learning", "inference", "large-language-models", "llms", "nlp", "pytorch", "quantization", "transformer"], "urls": [], "use_cases": ["quantize an LLM to 4-bit with GPTQ", "run GPTQ-quantized models on consumer GPUs", "reduce VRAM usage for llama inference", "load int4 quantized transformers models", "benchmark quantized vs fp16 inference speed"], "what_it_is": "AutoGPTQ is a Python library for quantizing large language models using the GPTQ weight-only quantization algorithm, with user-friendly APIs integrated into Hugging Face Transformers, Optimum, and PEFT. The project is now unmaintained, with users directed to its successor GPTQModel.", "when_to_avoid": ["starting a new project - use the maintained GPTQModel fork instead", "you need macOS support or support for the latest model architectures", "you need bug fixes or ongoing maintenance"], "when_to_choose": ["you need to quantize or run GPTQ models on Linux or Windows with CUDA", "you want Hugging Face Transformers integration for GPTQ models"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/autogptq", "repo": "AutoGPTQ/AutoGPTQ", "role": "main", "score": 10}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:09.324689+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T18:02:48.614059+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9e7d5c0b904b1f877b616094b9c69b54a37f0d5d19798c6d38be916e027d9c57", "fetched_at": "2026-08-28T04:09:09.324689+00:00", "kind": "readme", "missing": false, "url": "https://github.com/AutoGPTQ/AutoGPTQ"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:09.324689+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T18:02:48.614059+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9e7d5c0b904b1f877b616094b9c69b54a37f0d5d19798c6d38be916e027d9c57", "fetched_at": "2026-08-28T04:09:09.324689+00:00", "kind": "readme", "missing": false, "url": "https://github.com/AutoGPTQ/AutoGPTQ"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T18:02:48.614059+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9e7d5c0b904b1f877b616094b9c69b54a37f0d5d19798c6d38be916e027d9c57", "fetched_at": "2026-08-28T04:09:09.324689+00:00", "kind": "readme", "missing": false, "url": "https://github.com/AutoGPTQ/AutoGPTQ"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:09.324689+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:09.324689+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:09.324689+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T18:02:48.614059+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9e7d5c0b904b1f877b616094b9c69b54a37f0d5d19798c6d38be916e027d9c57", "fetched_at": "2026-08-28T04:09:09.324689+00:00", "kind": "readme", "missing": false, "url": "https://github.com/AutoGPTQ/AutoGPTQ"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:09.324689+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:09.324689+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T18:02:48.614059+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9e7d5c0b904b1f877b616094b9c69b54a37f0d5d19798c6d38be916e027d9c57", "fetched_at": "2026-08-28T04:09:09.324689+00:00", "kind": "readme", "missing": false, "url": "https://github.com/AutoGPTQ/AutoGPTQ"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:09.324689+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:09.324689+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:09.324689+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T18:02:48.614059+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9e7d5c0b904b1f877b616094b9c69b54a37f0d5d19798c6d38be916e027d9c57", "fetched_at": "2026-08-28T04:09:09.324689+00:00", "kind": "readme", "missing": false, "url": "https://github.com/AutoGPTQ/AutoGPTQ"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:09.324689+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:09.324689+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T18:02:48.614059+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9e7d5c0b904b1f877b616094b9c69b54a37f0d5d19798c6d38be916e027d9c57", "fetched_at": "2026-08-28T04:09:09.324689+00:00", "kind": "readme", "missing": false, "url": "https://github.com/AutoGPTQ/AutoGPTQ"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T18:02:48.614059+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9e7d5c0b904b1f877b616094b9c69b54a37f0d5d19798c6d38be916e027d9c57", "fetched_at": "2026-08-28T04:09:09.324689+00:00", "kind": "readme", "missing": false, "url": "https://github.com/AutoGPTQ/AutoGPTQ"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T18:02:48.614059+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9e7d5c0b904b1f877b616094b9c69b54a37f0d5d19798c6d38be916e027d9c57", "fetched_at": "2026-08-28T04:09:09.324689+00:00", "kind": "readme", "missing": false, "url": "https://github.com/AutoGPTQ/AutoGPTQ"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T18:02:48.614059+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9e7d5c0b904b1f877b616094b9c69b54a37f0d5d19798c6d38be916e027d9c57", "fetched_at": "2026-08-28T04:09:09.324689+00:00", "kind": "readme", "missing": false, "url": "https://github.com/AutoGPTQ/AutoGPTQ"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 16, "longevity": 88, "rhythm": 8}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["archived"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1239, "days_push": 509, "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}}