{"adoption": {"forks": 200, "observed_at": "2026-08-28T04:07:02.448473+00:00", "stars": 2581}, "canonical_url": "https://ross.abutalabs.com/products/awesome-domain-llm", "card": {"archived": false, "artifact_type": "learning-resource", "description": "收集和梳理垂直领域的开源模型、数据集及评测基准。", "domain": ["large-language-models", "awesome-lists", "artificial-intelligence"], "enriched": true, "function": ["documentation", "llm-inference", "nlp"], "health_score": 20, "homepage": null, "language": null, "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["luban-agi/Awesome-Domain-LLM"], "name": "luban-agi/Awesome-Domain-LLM", "platform": [], "pushed_at": "2023-12-26T12:35:03+00:00", "repo": "luban-agi/Awesome-Domain-LLM", "stars": 2581, "tags": ["awesome-list", "curated-list", "domain-specific-llms", "datasets", "benchmarks", "evaluation", "natural-language-processing", "web-server"], "topics": ["awesome-list", "llm", "nlp", "dataset", "paper-list"], "urls": [], "use_cases": ["find open-source LLMs for a specific domain like finance or healthcare", "discover evaluation benchmarks for vertical-domain language models", "research domain-adapted LLMs before fine-tuning my own", "find datasets for training a medical or legal chatbot", "compare domain LLMs like FinGPT, LawGPT, and medical models", "keep up with newly released vertical-domain LLM projects"], "what_it_is": "A curated awesome-list collecting open-source domain-specific large language models, datasets, and evaluation benchmarks across verticals like finance, healthcare, law, and cybersecurity. It is a reference catalog rather than runnable software.", "when_to_avoid": ["you need runnable software or a model itself rather than a curated list of links", "you need up-to-date coverage, since updates appear to have stopped in late 2023"], "when_to_choose": ["you need a survey of open-source domain-specific LLMs, datasets, and benchmarks in one place", "you are researching which vertical-domain model or benchmark to adopt"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/awesome-domain-llm", "repo": "luban-agi/Awesome-Domain-LLM", "role": "main", "score": 28}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:02.448473+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:22:37.369884+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9072495514db05576914181cef124f5402e8c88c353b902b325ca92ccf315da7", "fetched_at": "2026-08-28T04:07:02.448473+00:00", "kind": "readme", "missing": false, "url": "https://github.com/luban-agi/Awesome-Domain-LLM"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:02.448473+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:22:37.369884+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9072495514db05576914181cef124f5402e8c88c353b902b325ca92ccf315da7", "fetched_at": "2026-08-28T04:07:02.448473+00:00", "kind": "readme", "missing": false, "url": "https://github.com/luban-agi/Awesome-Domain-LLM"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:22:37.369884+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9072495514db05576914181cef124f5402e8c88c353b902b325ca92ccf315da7", "fetched_at": "2026-08-28T04:07:02.448473+00:00", "kind": "readme", "missing": false, "url": "https://github.com/luban-agi/Awesome-Domain-LLM"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:02.448473+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:02.448473+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:02.448473+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:22:37.369884+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9072495514db05576914181cef124f5402e8c88c353b902b325ca92ccf315da7", "fetched_at": "2026-08-28T04:07:02.448473+00:00", "kind": "readme", "missing": false, "url": "https://github.com/luban-agi/Awesome-Domain-LLM"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:02.448473+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:02.448473+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:22:37.369884+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9072495514db05576914181cef124f5402e8c88c353b902b325ca92ccf315da7", "fetched_at": "2026-08-28T04:07:02.448473+00:00", "kind": "readme", "missing": false, "url": "https://github.com/luban-agi/Awesome-Domain-LLM"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:02.448473+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:02.448473+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:02.448473+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:22:37.369884+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9072495514db05576914181cef124f5402e8c88c353b902b325ca92ccf315da7", "fetched_at": "2026-08-28T04:07:02.448473+00:00", "kind": "readme", "missing": false, "url": "https://github.com/luban-agi/Awesome-Domain-LLM"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:02.448473+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:02.448473+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:22:37.369884+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9072495514db05576914181cef124f5402e8c88c353b902b325ca92ccf315da7", "fetched_at": "2026-08-28T04:07:02.448473+00:00", "kind": "readme", "missing": false, "url": "https://github.com/luban-agi/Awesome-Domain-LLM"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:22:37.369884+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9072495514db05576914181cef124f5402e8c88c353b902b325ca92ccf315da7", "fetched_at": "2026-08-28T04:07:02.448473+00:00", "kind": "readme", "missing": false, "url": "https://github.com/luban-agi/Awesome-Domain-LLM"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:22:37.369884+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9072495514db05576914181cef124f5402e8c88c353b902b325ca92ccf315da7", "fetched_at": "2026-08-28T04:07:02.448473+00:00", "kind": "readme", "missing": false, "url": "https://github.com/luban-agi/Awesome-Domain-LLM"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:22:37.369884+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9072495514db05576914181cef124f5402e8c88c353b902b325ca92ccf315da7", "fetched_at": "2026-08-28T04:07:02.448473+00:00", "kind": "readme", "missing": false, "url": "https://github.com/luban-agi/Awesome-Domain-LLM"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 78, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1093, "days_push": 981, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 28, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}