{"adoption": {"forks": 2078, "observed_at": "2026-08-28T04:12:01.432557+00:00", "stars": 37505}, "canonical_url": "https://ross.abutalabs.com/products/llm101n", "card": {"archived": true, "artifact_type": "learning-resource", "description": "LLM101n: Let's build a Storyteller", "domain": ["large-language-models", "deep-learning", "machine-learning", "education", "tutorials"], "enriched": true, "function": ["machine-learning", "deep-learning", "llm-training", "llm-inference"], "health_score": 10, "homepage": null, "language": null, "license": null, "license_family": "other", "maturity": "experimental", "member_repos": ["karpathy/LLM101n"], "name": "karpathy/LLM101n", "platform": ["python", "cpp", "cross-platform"], "pushed_at": "2024-08-01T01:20:33+00:00", "repo": "karpathy/LLM101n", "stars": 37505, "tags": ["course", "llm-from-scratch", "storyteller", "transformers", "archived", "eureka-labs", "syllabus", "education", "gpu"], "topics": [], "urls": [], "use_cases": ["learn how large language models work from scratch", "build a GPT-style transformer step by step", "understand backpropagation and training optimization", "learn tokenization, kv-cache, and quantization", "study finetuning techniques like SFT, LoRA, RLHF, and DPO", "learn to deploy an LLM as a web app"], "what_it_is": "LLM101n is a planned course by Andrej Karpathy and Eureka Labs that teaches building a Storyteller AI large language model end-to-end, from basics to a ChatGPT-like web app, in Python, C, and CUDA. The repository currently only contains a syllabus and is archived while the course is under development.", "when_to_avoid": ["you need a ready-to-use course today - it does not yet exist and the repo is archived", "you want production LLM tooling rather than educational material", "you need a license-cleared codebase to reuse - no license is specified"], "when_to_choose": ["you want a structured, fundamentals-first path to understanding LLMs and deep learning", "you prefer building everything from scratch rather than using high-level frameworks", "you want to follow Karpathy's teaching style after enjoying nanoGPT or Zero To Hero"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/llm101n", "repo": "karpathy/LLM101n", "role": "main", "score": 10}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.432557+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T16:25:38.058692+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b5a007cabdc2f4b06987c8192d4b41eab98dcd41f2931999abd67caba4ef0aa0", "fetched_at": "2026-08-28T04:12:01.432557+00:00", "kind": "readme", "missing": false, "url": "https://github.com/karpathy/LLM101n"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.432557+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T16:25:38.058692+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b5a007cabdc2f4b06987c8192d4b41eab98dcd41f2931999abd67caba4ef0aa0", "fetched_at": "2026-08-28T04:12:01.432557+00:00", "kind": "readme", "missing": false, "url": "https://github.com/karpathy/LLM101n"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T16:25:38.058692+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b5a007cabdc2f4b06987c8192d4b41eab98dcd41f2931999abd67caba4ef0aa0", "fetched_at": "2026-08-28T04:12:01.432557+00:00", "kind": "readme", "missing": false, "url": "https://github.com/karpathy/LLM101n"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.432557+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.432557+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.432557+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T16:25:38.058692+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b5a007cabdc2f4b06987c8192d4b41eab98dcd41f2931999abd67caba4ef0aa0", "fetched_at": "2026-08-28T04:12:01.432557+00:00", "kind": "readme", "missing": false, "url": "https://github.com/karpathy/LLM101n"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.432557+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.432557+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T16:25:38.058692+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b5a007cabdc2f4b06987c8192d4b41eab98dcd41f2931999abd67caba4ef0aa0", "fetched_at": "2026-08-28T04:12:01.432557+00:00", "kind": "readme", "missing": false, "url": "https://github.com/karpathy/LLM101n"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.432557+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.432557+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.432557+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T16:25:38.058692+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b5a007cabdc2f4b06987c8192d4b41eab98dcd41f2931999abd67caba4ef0aa0", "fetched_at": "2026-08-28T04:12:01.432557+00:00", "kind": "readme", "missing": false, "url": "https://github.com/karpathy/LLM101n"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.432557+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.432557+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T16:25:38.058692+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b5a007cabdc2f4b06987c8192d4b41eab98dcd41f2931999abd67caba4ef0aa0", "fetched_at": "2026-08-28T04:12:01.432557+00:00", "kind": "readme", "missing": false, "url": "https://github.com/karpathy/LLM101n"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T16:25:38.058692+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b5a007cabdc2f4b06987c8192d4b41eab98dcd41f2931999abd67caba4ef0aa0", "fetched_at": "2026-08-28T04:12:01.432557+00:00", "kind": "readme", "missing": false, "url": "https://github.com/karpathy/LLM101n"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T16:25:38.058692+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b5a007cabdc2f4b06987c8192d4b41eab98dcd41f2931999abd67caba4ef0aa0", "fetched_at": "2026-08-28T04:12:01.432557+00:00", "kind": "readme", "missing": false, "url": "https://github.com/karpathy/LLM101n"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T16:25:38.058692+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b5a007cabdc2f4b06987c8192d4b41eab98dcd41f2931999abd67caba4ef0aa0", "fetched_at": "2026-08-28T04:12:01.432557+00:00", "kind": "readme", "missing": false, "url": "https://github.com/karpathy/LLM101n"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 59, "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": 829, "days_push": 763, "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}}