{"adoption": {"forks": 171, "observed_at": "2026-08-28T04:07:03.381586+00:00", "stars": 2601}, "canonical_url": "https://ross.abutalabs.com/products/llms_interview_notes", "card": {"archived": false, "artifact_type": "learning-resource", "description": "该仓库主要记录 大模型（LLMs） 算法工程师相关的面试题", "domain": ["large-language-models", "machine-learning", "tutorials", "education"], "enriched": true, "function": ["documentation", "developer-tools"], "health_score": 20, "homepage": null, "language": null, "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["km1994/LLMs_interview_notes"], "name": "km1994/LLMs_interview_notes", "platform": ["cross-platform"], "pushed_at": "2024-12-26T14:14:05+00:00", "repo": "km1994/LLMs_interview_notes", "stars": 2601, "tags": ["llm-interview", "interview-preparation", "study-notes", "chinese-language", "algorithm-engineer"], "topics": [], "urls": [], "use_cases": ["prepare for LLM algorithm engineer interviews", "study large language model fundamentals", "review transformer and attention mechanism concepts", "find common LLM interview questions with answers", "brush up on deep learning theory before job interviews"], "what_it_is": "A curated collection of interview questions and study notes for large language model (LLM) algorithm engineer positions, compiled from the authors' personal interview experience. It covers topics like transformer architecture, attention variants, layer normalization, and training objectives, with answers hosted externally.", "when_to_avoid": ["you need runnable code or a software library rather than study notes", "you want fully self-contained answers, since many link to an external paid community", "you need up-to-date coverage of models released after late 2024"], "when_to_choose": ["you are interviewing for an LLM or NLP algorithm engineer role", "you want a structured question bank covering LLM theory and architecture details", "you prefer community-curated interview notes in Chinese"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/llms_interview_notes", "repo": "km1994/LLMs_interview_notes", "role": "main", "score": 28}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:03.381586+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:21:10.592634+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ddbea983806984bca00fdb168fb45510f606c450d358281e31e150b62ba590a6", "fetched_at": "2026-08-28T04:07:03.381586+00:00", "kind": "readme", "missing": false, "url": "https://github.com/km1994/LLMs_interview_notes"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:03.381586+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:21:10.592634+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ddbea983806984bca00fdb168fb45510f606c450d358281e31e150b62ba590a6", "fetched_at": "2026-08-28T04:07:03.381586+00:00", "kind": "readme", "missing": false, "url": "https://github.com/km1994/LLMs_interview_notes"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:21:10.592634+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ddbea983806984bca00fdb168fb45510f606c450d358281e31e150b62ba590a6", "fetched_at": "2026-08-28T04:07:03.381586+00:00", "kind": "readme", "missing": false, "url": "https://github.com/km1994/LLMs_interview_notes"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:03.381586+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:03.381586+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:03.381586+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:21:10.592634+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ddbea983806984bca00fdb168fb45510f606c450d358281e31e150b62ba590a6", "fetched_at": "2026-08-28T04:07:03.381586+00:00", "kind": "readme", "missing": false, "url": "https://github.com/km1994/LLMs_interview_notes"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:03.381586+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:03.381586+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:21:10.592634+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ddbea983806984bca00fdb168fb45510f606c450d358281e31e150b62ba590a6", "fetched_at": "2026-08-28T04:07:03.381586+00:00", "kind": "readme", "missing": false, "url": "https://github.com/km1994/LLMs_interview_notes"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:03.381586+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:03.381586+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:03.381586+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:21:10.592634+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ddbea983806984bca00fdb168fb45510f606c450d358281e31e150b62ba590a6", "fetched_at": "2026-08-28T04:07:03.381586+00:00", "kind": "readme", "missing": false, "url": "https://github.com/km1994/LLMs_interview_notes"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:03.381586+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:03.381586+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:21:10.592634+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ddbea983806984bca00fdb168fb45510f606c450d358281e31e150b62ba590a6", "fetched_at": "2026-08-28T04:07:03.381586+00:00", "kind": "readme", "missing": false, "url": "https://github.com/km1994/LLMs_interview_notes"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:21:10.592634+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ddbea983806984bca00fdb168fb45510f606c450d358281e31e150b62ba590a6", "fetched_at": "2026-08-28T04:07:03.381586+00:00", "kind": "readme", "missing": false, "url": "https://github.com/km1994/LLMs_interview_notes"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:21:10.592634+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ddbea983806984bca00fdb168fb45510f606c450d358281e31e150b62ba590a6", "fetched_at": "2026-08-28T04:07:03.381586+00:00", "kind": "readme", "missing": false, "url": "https://github.com/km1994/LLMs_interview_notes"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:21:10.592634+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ddbea983806984bca00fdb168fb45510f606c450d358281e31e150b62ba590a6", "fetched_at": "2026-08-28T04:07:03.381586+00:00", "kind": "readme", "missing": false, "url": "https://github.com/km1994/LLMs_interview_notes"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 77, "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": 1082, "days_push": 615, "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}}