{"schemaVersion":"hugging-bay.publisher-profile.v1","generatedAt":"2026-10-29T18:12:52.807Z","namespace":"s-nlp","displayName":"s-nlp","claimed":false,"applicationStatus":null,"stats":{"artifacts":1,"publicArtifacts":1,"gatedArtifacts":0,"hostedArtifacts":0,"hostedFiles":0,"externalFiles":10,"totalFiles":10,"downloads":143227,"stars":22,"updatedAt":"2026-09-21T01:24:32.368Z","reviewQualification":"self-reported-unqualified","reviewTrustImpact":"none"},"topArtifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":499974426,"readinessCheckedAt":"2026-10-29T18:06:16.774Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":499974426,"readinessCheckedAt":"2026-10-29T18:06:16.774Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-s-nlp-roberta-base-formality-ranker","owner":"s-nlp","name":"roberta-base-formality-ranker","repo":"s-nlp/roberta-base-formality-ranker","type":"llm","summary":"Model from Hugging Face for text classification: s-nlp/roberta-base-formality-ranker · transformers","cardDescription":"Sorts text into categories.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for sorting text into categories.","confidence":"medium","task":"text-classification","audience":null,"basis":"recorded-metadata","rules":["task:text-classification"],"evidence":[{"field":"license","value":"cc-by-nc-sa-4.0"},{"field":"cardMetadata.license","value":"cc-by-nc-sa-4.0"},{"field":"task","value":"text-classification"},{"field":"cardMetadata.pipelineTag","value":"text-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"cc-by-nc-sa-4.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":999906942,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"s-nlp","sourceUrl":"https://huggingface.co/s-nlp/roberta-base-formality-ranker","license":"cc-by-nc-sa-4.0","licenseState":"known","licenseLabel":"cc-by-nc-sa-4.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","cc-by-nc-sa-4.0","transformers","pytorch","safetensors","roberta","text-classification","formality","en","dataset:gyafc","dataset:pavlick-tetreault-2016","license:cc-by-nc-sa-4.0","text-embeddings-inference","endpoints_compatible","deploy:azure","region:us","llm","gyafc","pavlick-tetreault-2016"],"task":"text-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors","bin"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"cc-by-nc-sa-4.0","metrics":[],"datasets":["GYAFC","Pavlick-Tetreault-2016"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/s-nlp/roberta-base-formality-ranker","evalResults":[],"libraryName":"transformers","pipelineTag":"text-classification","cardDataKeys":["datasets","language","license","tags"],"semanticText":"text-classification transformers llm model en gyafc pavlick-tetreault-2016 safetensors text-embeddings-inference","semanticTerms":["text-classification","transformers","llm","model","en","gyafc","pavlick-tetreault-2016","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1229},{"lfs":false,"path":"README.md","sizeBytes":2545},{"lfs":false,"path":"config.json","sizeBytes":827},{"lfs":false,"path":"merges.txt","sizeBytes":456356},{"lfs":true,"path":"model.safetensors","sizeBytes":498617024},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":498674093},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":239},{"lfs":false,"path":"tokenizer.json","sizeBytes":1356048},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":288},{"lfs":false,"path":"vocab.json","sizeBytes":798293}],"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":999906942,"sizeKnown":true,"sizeLabel":"953.6 MB","sizeReason":"","declaredSizeBytes":999906942,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":143227,"stars":22,"citations":0,"updatedAt":"2026-09-21T01:24:32.368Z","createdAt":"2026-09-21T01:23:47.738Z","version":"hf-main","upstream":{"gated":false,"repoId":"s-nlp/roberta-base-formality-ranker","private":false,"repoUrl":"https://huggingface.co/s-nlp/roberta-base-formality-ranker","disabled":false,"provider":"huggingface","repoType":"model","revision":"db9388f420a835ad49c45840adc9850a52240627","fetchedAt":"2026-09-21T01:23:47.736Z","importMode":"external-catalog","licenseRaw":"cc-by-nc-sa-4.0","licenseDeclared":"cc-by-nc-sa-4.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-21T01:24:32.368Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":5,"mirroredBytes":499974426,"mirroredFiles":5,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":10,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":10,"publicDownloadableFileCount":5,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":999906942,"label":"953.6 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":143227,"upstreamStars":22,"label":"143K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"cc-by-nc-sa-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"s-nlp/roberta-base-formality-ranker"},{"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 unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["Provenance: s-nlp/roberta-base-formality-ranker","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: cc-by-nc-sa-4.0","Hosted files: 5/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":5,"totalFiles":10},"action":{"id":"open-source","label":"Open official source","detail":"Use the official immutable source while Hugging Bay evidence remains incomplete.","href":"https://huggingface.co/s-nlp/roberta-base-formality-ranker"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1229,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":2545,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"merges.txt","sizeBytes":456356,"format":"txt","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"s-nlp/roberta-base-formality-ranker"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T18:06:16.774Z","evidence_url":"/api/manifests/hf-model-s-nlp-roberta-base-formality-ranker"},"lastKnownAnswer":"Ready to download"},"topTypes":[{"type":"llm","count":1}],"topLicenses":[{"license":"cc-by-nc-sa-4.0","count":1}],"sourceCounts":[{"source":"huggingface","count":1}],"worksWith":[],"links":{"web":"https://huggingbay.xyz/publishers/s-nlp","api":"https://huggingbay.xyz/api/publishers/s-nlp","artifacts":"https://huggingbay.xyz/api/artifacts?summary=1&owner=s-nlp&limit=50","apply":"https://huggingbay.xyz/publishers/apply"},"artifacts":[{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":499974426,"readinessCheckedAt":"2026-10-29T18:06:16.774Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":499974426,"readinessCheckedAt":"2026-10-29T18:06:16.774Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-s-nlp-roberta-base-formality-ranker","owner":"s-nlp","name":"roberta-base-formality-ranker","repo":"s-nlp/roberta-base-formality-ranker","type":"llm","summary":"Model from Hugging Face for text classification: s-nlp/roberta-base-formality-ranker · transformers","cardDescription":"Sorts text into categories.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for sorting text into categories.","confidence":"medium","task":"text-classification","audience":null,"basis":"recorded-metadata","rules":["task:text-classification"],"evidence":[{"field":"license","value":"cc-by-nc-sa-4.0"},{"field":"cardMetadata.license","value":"cc-by-nc-sa-4.0"},{"field":"task","value":"text-classification"},{"field":"cardMetadata.pipelineTag","value":"text-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"cc-by-nc-sa-4.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":999906942,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"s-nlp","sourceUrl":"https://huggingface.co/s-nlp/roberta-base-formality-ranker","license":"cc-by-nc-sa-4.0","licenseState":"known","licenseLabel":"cc-by-nc-sa-4.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","cc-by-nc-sa-4.0","transformers","pytorch","safetensors","roberta","text-classification","formality","en","dataset:gyafc","dataset:pavlick-tetreault-2016","license:cc-by-nc-sa-4.0","text-embeddings-inference","endpoints_compatible","deploy:azure","region:us","llm","gyafc","pavlick-tetreault-2016"],"task":"text-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors","bin"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"cc-by-nc-sa-4.0","metrics":[],"datasets":["GYAFC","Pavlick-Tetreault-2016"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/s-nlp/roberta-base-formality-ranker","evalResults":[],"libraryName":"transformers","pipelineTag":"text-classification","cardDataKeys":["datasets","language","license","tags"],"semanticText":"text-classification transformers llm model en gyafc pavlick-tetreault-2016 safetensors text-embeddings-inference","semanticTerms":["text-classification","transformers","llm","model","en","gyafc","pavlick-tetreault-2016","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1229},{"lfs":false,"path":"README.md","sizeBytes":2545},{"lfs":false,"path":"config.json","sizeBytes":827},{"lfs":false,"path":"merges.txt","sizeBytes":456356},{"lfs":true,"path":"model.safetensors","sizeBytes":498617024},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":498674093},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":239},{"lfs":false,"path":"tokenizer.json","sizeBytes":1356048},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":288},{"lfs":false,"path":"vocab.json","sizeBytes":798293}],"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":999906942,"sizeKnown":true,"sizeLabel":"953.6 MB","sizeReason":"","declaredSizeBytes":999906942,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":143227,"stars":22,"citations":0,"updatedAt":"2026-09-21T01:24:32.368Z","createdAt":"2026-09-21T01:23:47.738Z","version":"hf-main","upstream":{"gated":false,"repoId":"s-nlp/roberta-base-formality-ranker","private":false,"repoUrl":"https://huggingface.co/s-nlp/roberta-base-formality-ranker","disabled":false,"provider":"huggingface","repoType":"model","revision":"db9388f420a835ad49c45840adc9850a52240627","fetchedAt":"2026-09-21T01:23:47.736Z","importMode":"external-catalog","licenseRaw":"cc-by-nc-sa-4.0","licenseDeclared":"cc-by-nc-sa-4.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-21T01:24:32.368Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":5,"mirroredBytes":499974426,"mirroredFiles":5,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":10,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":10,"publicDownloadableFileCount":5,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":999906942,"label":"953.6 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":143227,"upstreamStars":22,"label":"143K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"cc-by-nc-sa-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"s-nlp/roberta-base-formality-ranker"},{"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 unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["Provenance: s-nlp/roberta-base-formality-ranker","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: cc-by-nc-sa-4.0","Hosted files: 5/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":5,"totalFiles":10},"action":{"id":"open-source","label":"Open official source","detail":"Use the official immutable source while Hugging Bay evidence remains incomplete.","href":"https://huggingface.co/s-nlp/roberta-base-formality-ranker"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1229,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":2545,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"merges.txt","sizeBytes":456356,"format":"txt","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"s-nlp/roberta-base-formality-ranker"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T18:06:16.774Z","evidence_url":"/api/manifests/hf-model-s-nlp-roberta-base-formality-ranker"},"lastKnownAnswer":"Ready to download"}],"guidance":["Use publisher profiles to find official namespace releases and likely maintainers.","Claim status is a Hugging Bay namespace signal, not proof of upstream ownership unless verification is explicit.","Use hosted/downloadable rows plus manifests for automated downloads."],"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."}}