{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T12:16:02.370Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-oliverguhr-fullstop-dutch-punctuation-prediction","repo":"oliverguhr/fullstop-dutch-punctuation-prediction","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":466449647,"readinessCheckedAt":"2026-10-31T11:24:31.977Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":466449647,"readinessCheckedAt":"2026-10-31T11:24:31.977Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-oliverguhr-fullstop-dutch-punctuation-prediction","owner":"oliverguhr","name":"fullstop-dutch-punctuation-prediction","repo":"oliverguhr/fullstop-dutch-punctuation-prediction","type":"llm","summary":"Model from Hugging Face for token classification: oliverguhr/fullstop-dutch-punctuation-prediction · transformers","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":932394908,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"oliverguhr","sourceUrl":"https://huggingface.co/oliverguhr/fullstop-dutch-punctuation-prediction","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","transformers","pytorch","tensorboard","safetensors","roberta","token-classification","punctuation prediction","punctuation","nl","dataset:wmt/europarl","arxiv:2301.03319","license:mit","endpoints_compatible","deploy:azure","region:us","llm","wmt/europarl","f1"],"task":"token-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors","bin","redrod"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":["f1"],"datasets":["wmt/europarl"],"paperIds":["2301.03319"],"repoType":"model","baseModel":"","languages":["nl"],"sourceUrl":"https://huggingface.co/oliverguhr/fullstop-dutch-punctuation-prediction","evalResults":[],"libraryName":"transformers","pipelineTag":"token-classification","cardDataKeys":["datasets","language","license","metrics","tags","widget"],"semanticText":"token-classification transformers llm model nl wmt/europarl f1 safetensors","semanticTerms":["token-classification","transformers","llm","model","nl","wmt/europarl","f1","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1229},{"lfs":false,"path":"README.md","sizeBytes":3533},{"lfs":false,"path":"config.json","sizeBytes":957},{"lfs":false,"path":"merges.txt","sizeBytes":382677},{"lfs":true,"path":"model.safetensors","sizeBytes":464732672},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":464790193},{"lfs":true,"path":"runs/1647541672.106658/events.out.tfevents.1647541672.redrod","sizeBytes":4643},{"lfs":true,"path":"runs/1647620202.7835484/events.out.tfevents.1647620202.redrod","sizeBytes":4643},{"lfs":true,"path":"runs/events.out.tfevents.1647541672.redrod","sizeBytes":26158},{"lfs":true,"path":"runs/events.out.tfevents.1647620202.redrod","sizeBytes":76529},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":239},{"lfs":false,"path":"tokenizer.json","sizeBytes":1714554},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1225},{"lfs":true,"path":"training_args.bin","sizeBytes":3119},{"lfs":false,"path":"vocab.json","sizeBytes":652537}],"modelIndexNames":[]},"worksWith":[],"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."]},"sizeBytes":932394908,"sizeKnown":true,"sizeLabel":"889.2 MB","sizeReason":"","declaredSizeBytes":932394908,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":47,"stars":3,"citations":0,"updatedAt":"2026-09-25T00:07:45.386Z","createdAt":"2026-09-25T00:06:57.982Z","version":"hf-main","upstream":{"gated":false,"repoId":"oliverguhr/fullstop-dutch-punctuation-prediction","private":false,"repoUrl":"https://huggingface.co/oliverguhr/fullstop-dutch-punctuation-prediction","disabled":false,"provider":"huggingface","repoType":"model","revision":"9d9509a9caf052fd5ae6c610df3ebfe847fbf805","fetchedAt":"2026-09-25T00:06:57.980Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-25T00:07:45.386Z","mirroredBy":"mirror-batch-worker","totalFiles":15,"hostedFiles":5,"mirroredBytes":466449647,"mirroredFiles":5,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"completeRunnable":false,"verified":false,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_fdf5cf63c0faa783fac220b9fdeb29551600503997e9f6dad544f8d5e1063cc8","artifactId":"hf-model-oliverguhr-fullstop-dutch-punctuation-prediction","representationId":"rep-5add1c2a8cd861a93a4d29b0ff81a90a5ebd6ac211f21aeb2297f20c2ee8e4c0","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-5add1c2a8cd861a93a4d29b0ff81a90a5ebd6ac211f21aeb2297f20c2ee8e4c0","artifactId":"hf-model-oliverguhr-fullstop-dutch-punctuation-prediction","format":"safetensors","source":{"provider":"huggingface","identity":"oliverguhr/fullstop-dutch-punctuation-prediction","revision":"9d9509a9caf052fd5ae6c610df3ebfe847fbf805","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":957,"sha256":"sha256:0e8f55c6e7402d641408446d4d3c63b133280f6ca1c2e9004b74af8ef1d53b5c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b1851f83805c7c297352d13c26d0cd8e0926fe5b86e4a75941000f6ba35e9a0f"},{"path":"model.safetensors","role":"weight","sizeBytes":464732672,"sha256":"sha256:8cceb225a21de72313726519a9edde292e109c2961c48355f1bc400a985ac578","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:71f713257ffba35ecff771f6cfbeac076ba27eb857266cbad2ad485229bdbece"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":239,"sha256":"sha256:378eb3bf733eb16e65792d7e3fda5b8a4631387ca04d2015199c4d4f22ae554d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fac9715118ffdd9df756a948a3403e00e886ef8879d876d1607e36c749cc5397"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":1714554,"sha256":"sha256:93accd5ce41a25b4936555ad12a0b747268b8c3cfe90869e25a5059f007390ed","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2e9818840e4d88f309ec8eac66d56a48031648df6fcf49ca49681f7901b4681c"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1225,"sha256":"sha256:352ed07d2962922c7e3b55a98c15ace8f9b3dba2b846b7fb26e5c75b1483376e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c4a75b0f860541bd5fae47e086bdb35e92165a98cc495bd24a322dc5f6957dad"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:21d32307477484647c89335313a19646d3f77a29b338311a3213f031c8eddb1f","representationDigest":"sha256:9948591492990479b9e31c17030c45e7a0beeb4ca13cb9c0f95fa22a41524f1c","evidenceSnapshotDigest":"sha256:8f83eed66bd655b84b4607fbd90b147740bc270e9fc0287161785db85ccee802","evaluatedAt":"2026-09-25T00:07:45.667Z","authorityVersion":"sha256:f7ec1bc69b71f82ad70f177adcf70bc6ed026fa8a45cfd0b2e3c7ec2798b73ab","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":5,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":15,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T11:24:31.977Z","evidence_url":"/api/manifests/hf-model-oliverguhr-fullstop-dutch-punctuation-prediction"}},"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."},"communityReviewSummary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"quarantined-untrusted-evidence","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"benchmarkEvidenceSummary":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"hostingStatus":"hosted","hosted":true,"fileCount":15,"publicDownloadableFileCount":5,"externalFileCount":15,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":932394908,"label":"889.2 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":47,"upstreamStars":3,"label":"47 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":"oliverguhr/fullstop-dutch-punctuation-prediction"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/15 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: oliverguhr/fullstop-dutch-punctuation-prediction","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":10,"totalFiles":15},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-oliverguhr-fullstop-dutch-punctuation-prediction/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"oliverguhr/fullstop-dutch-punctuation-prediction"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T11:24:31.977Z","evidence_url":"/api/manifests/hf-model-oliverguhr-fullstop-dutch-punctuation-prediction"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-oliverguhr-fullstop-dutch-punctuation-prediction/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-oliverguhr-fullstop-dutch-punctuation-prediction/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-oliverguhr-fullstop-dutch-punctuation-prediction/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-oliverguhr-fullstop-dutch-punctuation-prediction","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-oliverguhr-fullstop-dutch-punctuation-prediction/agent-bundle","summary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"self-reported-unqualified","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"rating":{"count":0,"average":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"categoryAverages":{},"categoryCounts":{},"helpfulCount":0,"reportCount":0,"reportedReviews":0},"verifiedRuns":0,"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"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":"oliverguhr/fullstop-dutch-punctuation-prediction"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/15 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: oliverguhr/fullstop-dutch-punctuation-prediction","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":10,"totalFiles":15},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-oliverguhr-fullstop-dutch-punctuation-prediction/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-oliverguhr-fullstop-dutch-punctuation-prediction/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-oliverguhr-fullstop-dutch-punctuation-prediction/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-oliverguhr-fullstop-dutch-punctuation-prediction","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-oliverguhr-fullstop-dutch-punctuation-prediction/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-oliverguhr-fullstop-dutch-punctuation-prediction/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-oliverguhr-fullstop-dutch-punctuation-prediction/distribution"},"supportedClaims":["oliverguhr/fullstop-dutch-punctuation-prediction has 0 self-reported, unqualified Hugging Bay community reviews.","oliverguhr/fullstop-dutch-punctuation-prediction has 0 self-reported run claims; none qualify verification during limited availability.","oliverguhr/fullstop-dutch-punctuation-prediction has 0 self-reported benchmark or performance evidence items; none affect product decisions."],"claimBoundaries":["This endpoint is an unqualified evidence record. Its contents do not affect ranking, Finder, facts, request state, badges, cards, JSON-LD, or reputation.","Do not treat missing reviews as negative quality evidence.","Do not claim Hugging Bay hosts artifact files unless hosted/downloadable endpoints show hosted rows.","Do not infer safety, legality, or production readiness beyond the displayed license, trust, scan, and review evidence."]},"actions":{"readFullReviews":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-oliverguhr-fullstop-dutch-punctuation-prediction/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-oliverguhr-fullstop-dutch-punctuation-prediction/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-oliverguhr-fullstop-dutch-punctuation-prediction"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-oliverguhr-fullstop-dutch-punctuation-prediction/agent-bundle"}},"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."}}