{"schemaVersion":"hugging-bay.artifact-card.v1","pageFacts":{"id":"hf-model-ukr-models-uk-punctcase","repo":"ukr-models/uk-punctcase","type":"llm","purpose":"open-weights language model for token classification","license":{"id":"mit","label":"mit","state":"known","url":"https://spdx.org/licenses/MIT.html","source":"spdx","hostedFile":false,"commercialUse":"yes","terms":"Permissive open license: commercial use, modification, and redistribution are permitted."},"task":{"id":"token-classification","label":"token classification"},"size":{"bytes":879212907,"label":"879.2 MB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":true,"hostedBytes":440339875,"hostedLabel":"440.3 MB","hostedSummary":"5 hosted of 10 listed","hostedIsSubset":true,"downloadBytes":437972532,"downloadLabel":"438 MB","recommended":{"path":"model.safetensors","fileName":"model.safetensors","fileCount":1,"quant":"","bytes":437972532,"label":"438 MB","variants":1,"basis":"caller-selected"},"parameters":null,"sentence":"Hosted here: 5 files, 440.3 MB. Full repo upstream: 879.2 MB. The recommended download, model.safetensors, is 438 MB."},"files":{"hosted":5,"total":10,"label":"5 hosted of 10 listed"},"download":{"status":"hosted","label":"Ready","url":"https://huggingbay.xyz/api/artifacts/hf-model-ukr-models-uk-punctcase/download-plan"},"released":{"iso":"2026-09-22","label":"Sep 22, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-09-22","label":"Sep 22, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/ukr-models/uk-punctcase","repoId":"ukr-models/uk-punctcase"},"languages":["uk"],"baseModel":{"ref":"","url":"","resolveUrl":""},"paperIds":[],"arxivIds":[],"sameAs":["https://huggingface.co/ukr-models/uk-punctcase"],"creator":{"@type":"Organization","name":"ukr-models","url":"https://huggingface.co/ukr-models","sameAs":["https://huggingface.co/ukr-models"]},"scholarlyArticles":[],"scanStatus":"passed","faq":[{"id":"what-is-it","question":"What is ukr-models/uk-punctcase?","answer":"ukr-models/uk-punctcase is an open-weights language model for token classification published by ukr-models, added to Hugging Bay Sep 22, 2026. Model from Hugging Face for token classification: ukr-models/uk-punctcase · transformers"},{"id":"license","question":"What license does ukr-models/uk-punctcase use, and can I use it commercially?","answer":"It is released under the mit license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted."},{"id":"size","question":"How big is ukr-models/uk-punctcase?","answer":"Hosted here: 5 files, 440.3 MB. Full repo upstream: 879.2 MB. The recommended download, model.safetensors, is 438 MB."},{"id":"download","question":"Where can I download ukr-models/uk-punctcase?","answer":"Hosted here: 5 files, 440.3 MB. Full repo upstream: 879.2 MB. The original release is at https://huggingface.co/ukr-models/uk-punctcase."},{"id":"safety","question":"File pattern scans","answer":"Automated file-pattern scans flagged nothing; not a safety guarantee. 5 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-ukr-models-uk-punctcase/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will ukr-models/uk-punctcase run on my computer?","answer":"We can’t check the fit; we don’t know your machine. We don’t have your machine’s specs, so no check ran and no verdict is shown. Answer two quick questions and we’ll estimate, from the memory you tell us, whether it fits your machine. Or skip it; you can still download; fit isn’t checked."}]},"generatedAt":"2026-11-15T20:18:14.657Z","signals":{"size":{"known":true,"bytes":879212907,"label":"838.5 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":2414,"upstreamStars":4,"label":"2.4K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"ukr-models/uk-punctcase"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/10 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: mit","Provenance: ukr-models/uk-punctcase","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":5,"externalFiles":5,"totalFiles":10},"action":{"id":"download","label":"Download exact selected bytes","detail":"The selected immutable representation is byte-complete; runtime compatibility is not established.","href":"/api/v1/artifacts/hf-model-ukr-models-uk-punctcase/download-plan"}},"structuredData":{"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://huggingbay.xyz/#organization","name":"The Hugging Bay","alternateName":"Hugging Bay","url":"https://huggingbay.xyz","description":"The Hugging Bay is an AI model catalog. Tug is its desktop assistant for local and connected AI services.","disambiguatingDescription":"Not affiliated with Hugging Face. No crypto token; similarly named tokens, repos and Spaces are not ours.","founder":{"@type":"Person","name":"Barney Wohl","email":"barney@huggingbay.xyz"},"logo":{"@type":"ImageObject","@id":"https://huggingbay.xyz/#logo","url":"https://huggingbay.xyz/brand/logo.png"},"sameAs":["https://github.com/barneywohl/hugging-bay-agents","https://www.npmjs.com/package/hugging-bay-agents","https://www.npmjs.com/package/hugging-bay-mcp","https://pypi.org/project/hugging-bay/","https://t.me/TugByHuggingBayBot","https://registry.modelcontextprotocol.io/v0.1/servers/io.github.barneywohl%2Fhugging-bay/versions/latest"]},{"@type":"WebSite","@id":"https://huggingbay.xyz/#website","url":"https://huggingbay.xyz","name":"The Hugging Bay","alternateName":"Hugging Bay","image":{"@id":"https://huggingbay.xyz/#logo"},"description":"The Hugging Bay is an AI model catalog. Tug is its desktop assistant for local and connected AI services.","publisher":{"@id":"https://huggingbay.xyz/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://huggingbay.xyz/browse?q={search_term_string}"},"query-input":"required name=search_term_string"}},{"@type":"ItemPage","@id":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase#webpage","url":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase","name":"ukr-models/uk-punctcase | Hugging Bay","description":"External Hugging Face catalog record for ukr-models/uk-punctcase. Task: token classification. Library: transformers. Languages: uk. Popularity signal at import: 2,414 downloads and 4 likes.","image":"https://huggingbay.xyz/brand/harbor-social-card.png","isPartOf":{"@id":"https://huggingbay.xyz/#website"},"mainEntity":{"@id":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase#artifact"}},{"@type":"BreadcrumbList","@id":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase#breadcrumbs","itemListElement":[{"@type":"ListItem","position":1,"name":"Hugging Bay","item":"https://huggingbay.xyz/"},{"@type":"ListItem","position":2,"name":"Artifacts","item":"https://huggingbay.xyz/browse"},{"@type":"ListItem","position":3,"name":"ukr-models/uk-punctcase","item":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase"}]},{"@type":["SoftwareApplication","CreativeWork"],"@id":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase#artifact","name":"ukr-models/uk-punctcase","alternateName":"uk-punctcase","description":"External Hugging Face catalog record for ukr-models/uk-punctcase. Task: token classification. Library: transformers. Languages: uk. Popularity signal at import: 2,414 downloads and 4 likes.","url":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase","identifier":"hf-model-ukr-models-uk-punctcase","additionalType":"https://huggingbay.xyz/schema/OpenWeightLanguageModel","applicationCategory":"AI model artifact","applicationSubCategory":"token-classification","fileSize":"438 MB","license":"https://spdx.org/licenses/MIT.html","keywords":"llm, token-classification, text, transformers, py, safetensors, bin, mit, pytorch, xlm-roberta, ukrainian, uk","datePublished":"2026-09-22","dateModified":"2026-09-22","inLanguage":["uk"],"creator":{"@type":"Organization","name":"ukr-models","url":"https://huggingface.co/ukr-models","sameAs":["https://huggingface.co/ukr-models"]},"publisher":{"@type":"Organization","name":"ukr-models","url":"https://huggingface.co/ukr-models","sameAs":["https://huggingface.co/ukr-models"]},"sameAs":["https://huggingface.co/ukr-models/uk-punctcase"],"isBasedOn":{"@type":"CreativeWork","name":"Original upstream source","url":"https://huggingface.co/ukr-models/uk-punctcase"},"isAccessibleForFree":true,"conditionsOfAccess":"Public metadata is crawlable. Hosted downloads are available only for reviewed mirrored files listed by Hugging Bay manifests and downloadable-file APIs.","citation":["https://huggingbay.xyz/api/artifacts/hf-model-ukr-models-uk-punctcase/card.md","https://huggingbay.xyz/api/trust-bundles/hf-model-ukr-models-uk-punctcase","https://huggingbay.xyz/api/artifacts/hf-model-ukr-models-uk-punctcase/distribution"],"softwareVersion":"revision 35d11b4b88f0","review":[],"subjectOf":[{"@type":"DigitalDocument","name":"Hugging Bay artifact card","url":"https://huggingbay.xyz/api/artifacts/hf-model-ukr-models-uk-punctcase/card","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay artifact card markdown","url":"https://huggingbay.xyz/api/artifacts/hf-model-ukr-models-uk-punctcase/card.md","encodingFormat":"text/markdown"},{"@type":"DigitalDocument","name":"Hugging Bay agent bundle","url":"https://huggingbay.xyz/api/artifacts/hf-model-ukr-models-uk-punctcase/agent-bundle","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ukr-models-uk-punctcase","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay distribution document","url":"https://huggingbay.xyz/api/artifacts/hf-model-ukr-models-uk-punctcase/distribution","encodingFormat":"application/json"},{"@type":"DigitalDocument","@id":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase#license-provenance-metadata","name":"License and provenance metadata","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ukr-models-uk-punctcase","description":"ukr-models/uk-punctcase license, provenance, source scan state, and mirror eligibility metadata. Exact selected bytes complete; runtime not established."},{"@type":"WebAPI","@id":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase#trust-bundle-api","name":"Hugging Bay trust bundle API","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ukr-models-uk-punctcase","documentation":"https://huggingbay.xyz/api/trust-bundles/hf-model-ukr-models-uk-punctcase","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebAPI","@id":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase#review-summary-api","name":"Hugging Bay review summary API","url":"https://huggingbay.xyz/api/artifacts/hf-model-ukr-models-uk-punctcase/review-summary","documentation":"https://huggingbay.xyz/api/artifacts/hf-model-ukr-models-uk-punctcase/review-summary","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebAPI","@id":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase#distribution-api","name":"Hugging Bay distribution API","url":"https://huggingbay.xyz/api/artifacts/hf-model-ukr-models-uk-punctcase/distribution","documentation":"https://huggingbay.xyz/api/artifacts/hf-model-ukr-models-uk-punctcase/distribution","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebPage","name":"Original upstream source","url":"https://huggingface.co/ukr-models/uk-punctcase"}],"potentialAction":[{"@type":"ViewAction","name":"Inspect files","target":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase/files"}],"additionalProperty":[{"@type":"PropertyValue","name":"Declared license","value":"mit"},{"@type":"PropertyValue","name":"Pipeline","value":"token-classification"},{"@type":"PropertyValue","name":"Library","value":"transformers"},{"@type":"PropertyValue","name":"Task categories","value":"token-classification"},{"@type":"PropertyValue","name":"Languages","value":"uk"},{"@type":"PropertyValue","name":"File hints","value":"10 upstream file samples"},{"@type":"PropertyValue","name":"Hosting status","value":"hosted"},{"@type":"PropertyValue","name":"Hosted files","value":"5"},{"@type":"PropertyValue","name":"Listed files","value":"10"},{"@type":"PropertyValue","name":"Full repo upstream","value":"879.2 MB"},{"@type":"PropertyValue","name":"Full repo upstream in bytes","value":"879212907","unitCode":"AD"},{"@type":"PropertyValue","name":"Hosted here","value":"5 files, 440.3 MB"},{"@type":"PropertyValue","name":"Hosted size in bytes","value":"440339875","unitCode":"AD"},{"@type":"PropertyValue","name":"Recommended file","value":"438 MB · model.safetensors"},{"@type":"PropertyValue","name":"Recommended file size","value":"438 MB"},{"@type":"PropertyValue","name":"Recommended file size in bytes","value":"437972532","unitCode":"AD"},{"@type":"PropertyValue","name":"License","value":"mit"},{"@type":"PropertyValue","name":"Scan status","value":"passed"},{"@type":"PropertyValue","name":"Trust score","value":"0"},{"@type":"PropertyValue","name":"Trust level","value":"metadata-checked"},{"@type":"PropertyValue","name":"Verified peer-assisted fallbacks","value":"0"},{"@type":"PropertyValue","name":"Files with reviewed peer-assisted fallbacks","value":"0"},{"@type":"PropertyValue","name":"Reviewed peer fallback file records","value":"0"},{"@type":"PropertyValue","name":"Agent bundle","value":"https://huggingbay.xyz/api/artifacts/hf-model-ukr-models-uk-punctcase/agent-bundle"},{"@type":"PropertyValue","name":"Trust bundle","value":"https://huggingbay.xyz/api/trust-bundles/hf-model-ukr-models-uk-punctcase"},{"@type":"PropertyValue","name":"Download completeness state"},{"@type":"PropertyValue","name":"recorded executable state","value":"complete-bytes"},{"@type":"PropertyValue","name":"recorded evidence timestamp","value":"2026-09-22T09:39:19.217Z"},{"@type":"PropertyValue","name":"Selected representation","value":"rep-7b59bfdd100eeb627b4eb558de1128dea28da8630d3ef57c72be4b4af7efa1f3"},{"@type":"PropertyValue","name":"Run fit","value":"Exact selected bytes complete; runtime not established"},{"@type":"PropertyValue","name":"Runtime footprint","value":"unknown"},{"@type":"PropertyValue","name":"Run-fit warnings","value":"No runtime compatibility or execution status claim is available until recorded evaluation is integrated."}]},{"@type":"FAQPage","@id":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase#faq","dateModified":"2026-09-22","mainEntity":[{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase#faq-what-is-it","name":"What is this model?","acceptedAnswer":{"@type":"Answer","text":"ukr-models/uk-punctcase is an open-weights language model for token classification published by ukr-models, added to Hugging Bay Sep 22, 2026. Model from Hugging Face for token classification: ukr-models/uk-punctcase · transformers"}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase#faq-license","name":"Can I use it commercially?","acceptedAnswer":{"@type":"Answer","text":"It is released under the mit license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase#faq-size","name":"How big is it?","acceptedAnswer":{"@type":"Answer","text":"Hosted here: 5 files, 440.3 MB. Full repo upstream: 879.2 MB. The recommended download, model.safetensors, is 438 MB."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase#faq-download","name":"What can I download here?","acceptedAnswer":{"@type":"Answer","text":"Hosted here: 5 files, 440.3 MB. Full repo upstream: 879.2 MB. The original release is at https://huggingface.co/ukr-models/uk-punctcase."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase#faq-safety","name":"File pattern scans","acceptedAnswer":{"@type":"Answer","text":"Automated file-pattern scans flagged nothing; not a safety guarantee. 5 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-ukr-models-uk-punctcase/safety on Hugging Bay."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase#faq-fit-unknown","name":"Will ukr-models/uk-punctcase run on my computer?","acceptedAnswer":{"@type":"Answer","text":"We can’t check the fit; we don’t know your machine. We don’t have your machine’s specs, so no check ran and no verdict is shown. Answer two quick questions and we’ll estimate, from the memory you tell us, whether it fits your machine. Or skip it; you can still download; fit isn’t checked."}}]}]},"artifactId":"hf-model-ukr-models-uk-punctcase","serveEvaluationId":"serve-7e0ce7f164daf72c91fe5d3ef9f05af775fdf0ba891d90c6a604f2f24193523c","artifact":{"cardDescription":"Labels words and phrases within text.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for labeling parts of text.","confidence":"medium","task":"token-classification","audience":null,"basis":"recorded-metadata","rules":["task:token-classification"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"token-classification"},{"field":"cardMetadata.pipelineTag","value":"token-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":879212907,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"id":"hf-model-ukr-models-uk-punctcase","repo":"ukr-models/uk-punctcase","type":"llm","typeLabel":"LLM","summary":"Model from Hugging Face for token classification: ukr-models/uk-punctcase · transformers","description":"External Hugging Face catalog record for ukr-models/uk-punctcase. Task: token classification. Library: transformers. Languages: uk. Popularity signal at import: 2,414 downloads and 4 likes.","task":"token-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","py","safetensors","bin","model"],"tags":["huggingface-import","external-catalog","model","mit","transformers","pytorch","safetensors","xlm-roberta","token-classification","ukrainian","uk","license:mit","endpoints_compatible","region:us","llm"],"license":"mit","sourceUrl":"https://huggingface.co/ukr-models/uk-punctcase","upstream":{"gated":false,"repoId":"ukr-models/uk-punctcase","private":false,"repoUrl":"https://huggingface.co/ukr-models/uk-punctcase","disabled":false,"provider":"huggingface","repoType":"model","revision":"35d11b4b88f0f17b8ab22451a8be10e19b65e1f0","fetchedAt":"2026-09-22T09:38:32.098Z","importMode":"external-catalog","licenseRaw":"mit"},"cardCompleteness":92,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-09-22T09:38:32.101Z.","Open license detected as mit."],"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["uk"],"sourceUrl":"https://huggingface.co/ukr-models/uk-punctcase","evalResults":[],"libraryName":"transformers","pipelineTag":"token-classification","cardDataKeys":["language","license","tags","widget"],"semanticText":"token-classification transformers llm model uk safetensors","semanticTerms":["token-classification","transformers","llm","model","uk","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1227},{"lfs":false,"path":"README.md","sizeBytes":1907},{"lfs":false,"path":"config.json","sizeBytes":1517},{"lfs":false,"path":"get_predictions.py","sizeBytes":3026},{"lfs":true,"path":"model.safetensors","sizeBytes":437972532},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":438012721},{"lfs":true,"path":"sentencepiece.bpe.model","sizeBytes":854151},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":279},{"lfs":false,"path":"tokenizer.json","sizeBytes":2365039},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":508}],"modelIndexNames":[]},"modelCardFacts":{"source":"huggingface-cardData","repoType":"model","sourceUrl":"https://huggingface.co/ukr-models/uk-punctcase","declaredLicense":"mit","pipelineTag":"token-classification","libraryName":"transformers","baseModel":"","baseModels":[],"taskCategories":["token-classification"],"cardTags":[],"languages":["uk"],"datasets":[],"metrics":[],"paperIds":[],"modelIndexNames":[],"evalResults":[],"siblingSample":[{"path":".gitattributes","sizeBytes":1227,"lfs":false},{"path":"README.md","sizeBytes":1907,"lfs":false},{"path":"config.json","sizeBytes":1517,"lfs":false},{"path":"get_predictions.py","sizeBytes":3026,"lfs":false},{"path":"model.safetensors","sizeBytes":437972532,"lfs":true},{"path":"pytorch_model.bin","sizeBytes":438012721,"lfs":true},{"path":"sentencepiece.bpe.model","sizeBytes":854151,"lfs":true},{"path":"special_tokens_map.json","sizeBytes":279,"lfs":false},{"path":"tokenizer.json","sizeBytes":2365039,"lfs":false},{"path":"tokenizer_config.json","sizeBytes":508,"lfs":false}],"semanticTerms":["token-classification","transformers","llm","model","uk","safetensors"],"cardDataKeys":["language","license","tags","widget"],"coverage":{"rawKeyCount":17,"normalizedFields":6,"hasDeclaredLicense":true,"hasPipeline":true,"hasLibrary":true,"hasBaseModel":false,"hasLanguages":true,"hasDatasets":false,"hasMetrics":false,"hasPapers":false,"hasModelIndex":false,"hasEvaluationResults":false,"hasFileHints":true,"hasTaskCategories":true,"hasCardTags":false},"facts":[{"id":"declared-license","label":"Declared license","value":"mit"},{"id":"pipeline","label":"Pipeline","value":"token-classification"},{"id":"library","label":"Library","value":"transformers"},{"id":"task-categories","label":"Task categories","value":"token-classification"},{"id":"languages","label":"Languages","value":"uk"},{"id":"file-hints","label":"File hints","value":"10 upstream file samples"}]},"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"updatedAt":"2026-09-22T09:39:18.851Z","createdAt":"2026-09-22T09:38:32.101Z","metrics":{"downloads":2414,"stars":4,"citations":0,"mirrorDemand":0},"hosting":{"status":"unknown","hostedFiles":5,"externalFiles":5,"totalFiles":10,"fileInventoryAvailable":true,"completeRunnable":null,"verified":null,"downloadStatus":"UNKNOWN","sha256Files":5,"byteVerifiedAt":null,"hosted":null,"downloadReady":null,"downloadable":null,"mirroredFiles":5,"mirroredBytes":440339875,"readiness":"unknown","obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"quality":{"score":92,"items":[{"id":"summary","label":"Summary","status":"passed"},{"id":"description","label":"Description","status":"passed"},{"id":"card-metadata","label":"Model card metadata","status":"passed"},{"id":"license","label":"License","status":"passed"},{"id":"provenance","label":"Provenance","status":"passed"},{"id":"files","label":"File inventory","status":"passed"},{"id":"hosted","label":"Hosted bytes","status":"passed"},{"id":"scan","label":"Scan result","status":"passed"},{"id":"signature","label":"Manifest signature","status":"passed"}]},"signals":{"size":{"known":true,"bytes":879212907,"label":"838.5 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":2414,"upstreamStars":4,"label":"2.4K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"ukr-models/uk-punctcase"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/10 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: mit","Provenance: ukr-models/uk-punctcase","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":5,"externalFiles":5,"totalFiles":10},"action":{"id":"download","label":"Download exact selected bytes","detail":"The selected immutable representation is byte-complete; runtime compatibility is not established.","href":"/api/v1/artifacts/hf-model-ukr-models-uk-punctcase/download-plan"}},"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":440339875,"readinessCheckedAt":"2026-11-15T20:15:53.421Z","readinessSource":"download-plan","degraded":false,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":5,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-15T20:15:53.421Z","evidence_url":"/api/manifests/hf-model-ukr-models-uk-punctcase"},"obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","recommendedFile":null},"previewableFiles":[],"actions":{"web":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase","files":"https://huggingbay.xyz/api/artifacts/hf-model-ukr-models-uk-punctcase/files?limit=100","metadata":"https://huggingbay.xyz/api/artifacts/hf-model-ukr-models-uk-punctcase/metadata.json","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ukr-models-uk-punctcase/distribution","compare":"https://huggingbay.xyz/api/compare?ids=hf-model-ukr-models-uk-punctcase","manifest":"https://huggingbay.xyz/api/manifests/hf-model-ukr-models-uk-punctcase","downloadRows":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-ukr-models-uk-punctcase&limit=100","downloadPlan":"https://huggingbay.xyz/api/artifacts/hf-model-ukr-models-uk-punctcase/download-plan","requestMirror":null,"requestDecentralizedFallback":"https://huggingbay.xyz/api/artifacts/hf-model-ukr-models-uk-punctcase/decentralized-fallbacks","upstream":"https://huggingface.co/ukr-models/uk-punctcase"},"badge":{"schemaVersion":"hugging-bay.model-badge.v1","svgUrl":"https://huggingbay.xyz/api/v1/artifacts/hf-model-ukr-models-uk-punctcase/badge.svg","href":"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase/run","alt":"Hugging Bay availability for ukr-models/uk-punctcase","markdown":"[![Hugging Bay availability for ukr-models/uk-punctcase](https://huggingbay.xyz/api/v1/artifacts/hf-model-ukr-models-uk-punctcase/badge.svg)](https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase/run)","html":"<a href=\"https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase/run\"><img src=\"https://huggingbay.xyz/api/v1/artifacts/hf-model-ukr-models-uk-punctcase/badge.svg\" alt=\"Hugging Bay availability for ukr-models/uk-punctcase\"></a>","huggingFaceModelCard":"[![Hugging Bay availability for ukr-models/uk-punctcase](https://huggingbay.xyz/api/v1/artifacts/hf-model-ukr-models-uk-punctcase/badge.svg)](https://huggingbay.xyz/artifact/hf-model-ukr-models-uk-punctcase/run)","limitations":"The badge shows the live Hugging Bay availability answer for these files. sha256 checked means the hosted bytes matched their recorded SHA-256. The Mac size line is a file-size estimate (file at most 60% of memory), not a runtime guarantee. It is not a safety, license or quality review. Unknown means we could not confirm it right now."},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":5,"mirroredBytes":440339875,"readinessCheckedAt":"2026-11-15T20:15:53.421Z","readinessSource":"download-plan","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":5,"availabilityStatus":{"state":"ready","word":"Ready","downloadable":true,"hostedFiles":5,"totalFiles":10,"sha256Files":5,"runReady":false,"commandsAvailable":false,"nextAction":"Download"},"note":{"summary":"Downloadable doesn't mean tested: this record says whether the exact file can be downloaded now, not that the model is complete or that it runs.","downloadable":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-15T20:15:53.421Z","evidence_url":"/api/manifests/hf-model-ukr-models-uk-punctcase"}}