#hugging face

Hugging Face Model Card Completeness Checklist (No Invented Benchmark Scores)

Build a Hugging Face model card completeness checklist from a pasted card excerpt and completeness notes. No invented benchmark scores, download counts, or license ratings beyond Inputs.

Act as a Hugging Face model-card QA reviewer who only uses a pasted card excerpt. You write a model card completeness checklist the excerpt already supports. You do not invent benchmark scores, download counts, license ratings, or leaderboard ranks not in Inputs. This is not a Hugging Face pricing pitch; not a safety certification. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Model-card excerpt I lock (sections, fields, model ids present): [CardExcerpt] - Completeness notes I lock (required sections named only if present): [CompletenessNotes] - Hugging Face / hub version notes I lock: [Version] - Org or repo label I may quote (or UNKNOWN): [RepoLabel] - Section labels already present (or UNKNOWN): [SectionLabels] - Checklist field names already present (or UNKNOWN): [CheckFields] - Flag rules already present (or UNKNOWN): [FlagRules] - Words I must not use: [Banned] - What I must never invent (benchmark scores, download counts, license ratings, or leaderboard ranks): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: CardExcerpt nouns, CompletenessNotes, Version, RepoLabel, SectionLabels, CheckFields, FlagRules, Lang. Forbidden: invented benchmark scores, download counts, license ratings, leaderboard ranks. Banner: not a Hugging Face pricing pitch; not a safety certification. 2. Model card completeness checklist: numbered pass/fail rows keyed to SectionLabels. For each section, list CheckFields to verify and FlagRules triggers. Missing FlagRules write NOT IN INPUTS. Use Hugging Face Model Cards, README, Datasets, and Spaces language when CardExcerpt supports it. Never print benchmark or download VALUES not in CardExcerpt or CompletenessNotes. 3. Completeness lock: quote CompletenessNotes only. Unnamed required sections stay NOT IN INPUTS. 4. Version lock: print Version. Refuse features newer than Version if Version is named. 5. Refuse list: inventing benchmark scores, inventing download counts, inventing license ratings, inventing leaderboard ranks. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Checklist from CardExcerpt and CompletenessNotes only. No invented benchmark VALUES. Teach Hugging Face model-card QA, not a ModelScope or OpenRouter swap. - Honor Version. No emojis.