{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T23:31:50.316Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-dsfsi-puobertajw300","repo":"dsfsi/PuoBERTaJW300","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":336256821,"readinessCheckedAt":"2026-10-30T22:57:46.799Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":336256821,"readinessCheckedAt":"2026-10-30T22:57:46.799Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-dsfsi-puobertajw300","owner":"dsfsi","name":"PuoBERTaJW300","repo":"dsfsi/PuoBERTaJW300","type":"llm","summary":"Model from Hugging Face for fill mask: dsfsi/PuoBERTaJW300 · transformers","cardDescription":"Predicts missing words within text.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for filling in missing words in text.","confidence":"medium","task":"fill-mask","audience":null,"basis":"recorded-metadata","rules":["task:fill-mask"],"evidence":[{"field":"license","value":"cc-by-4.0"},{"field":"cardMetadata.license","value":"cc-by-4.0"},{"field":"task","value":"fill-mask"},{"field":"cardMetadata.pipelineTag","value":"fill-mask"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"cc-by-4.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":671662915,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"dsfsi","sourceUrl":"https://huggingface.co/dsfsi/PuoBERTaJW300","license":"cc-by-4.0","licenseState":"known","licenseLabel":"cc-by-4.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","cc-by-4.0","transformers","pytorch","safetensors","roberta","fill-mask","masked langauge model","setswana","tn","dataset:dsfsi/vukuzenzele-monolingual","dataset:nchlt","dataset:dsfsi/puodata","dataset:dsfsi/gov-za-monolingual","arxiv:2310.09141","license:cc-by-4.0","endpoints_compatible","region:us","llm","dsfsi/vukuzenzele-monolingual","nchlt","dsfsi/puodata"],"task":"fill-mask","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors","bin"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"cc-by-4.0","metrics":[],"datasets":["dsfsi/vukuzenzele-monolingual","nchlt","dsfsi/PuoData","dsfsi/gov-za-monolingual"],"paperIds":["2310.09141"],"repoType":"model","baseModel":"","languages":["tn"],"sourceUrl":"https://huggingface.co/dsfsi/PuoBERTaJW300","evalResults":[],"libraryName":"transformers","pipelineTag":"fill-mask","cardDataKeys":["datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"fill-mask transformers llm model tn dsfsi/vukuzenzele-monolingual nchlt dsfsi/puodata dsfsi/gov-za-monolingual safetensors","semanticTerms":["fill-mask","transformers","llm","model","tn","dsfsi/vukuzenzele-monolingual","nchlt","dsfsi/puodata","dsfsi/gov-za-monolingual","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":4866},{"lfs":false,"path":"config.json","sizeBytes":636},{"lfs":false,"path":"merges.txt","sizeBytes":493931},{"lfs":true,"path":"model.safetensors","sizeBytes":334030368},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":334053941},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":280},{"lfs":false,"path":"tokenizer.json","sizeBytes":2225168},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":369},{"lfs":true,"path":"training_args.bin","sizeBytes":4027},{"lfs":false,"path":"vocab.json","sizeBytes":847810}],"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":671662915,"sizeKnown":true,"sizeLabel":"640.5 MB","sizeReason":"","declaredSizeBytes":671662915,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":84,"stars":0,"citations":0,"updatedAt":"2026-09-24T14:42:29.465Z","createdAt":"2026-09-24T14:39:19.897Z","version":"hf-main","upstream":{"gated":false,"repoId":"dsfsi/PuoBERTaJW300","private":false,"repoUrl":"https://huggingface.co/dsfsi/PuoBERTaJW300","disabled":false,"provider":"huggingface","repoType":"model","revision":"03be2c4b8b52a5f2ce776b38302004f4a324b7c6","fetchedAt":"2026-09-24T14:39:19.894Z","importMode":"external-catalog","licenseRaw":"cc-by-4.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T14:42:29.465Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":5,"mirroredBytes":336256821,"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_4350cdc713e18472f410e00128b3f506effea318077e403131f621e1ad79f7da","artifactId":"hf-model-dsfsi-puobertajw300","representationId":"rep-f6a07b4c1ae3157decf2546cc6b8b47199d5d1b8132f7b3e4fbdf150414d047e","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-f6a07b4c1ae3157decf2546cc6b8b47199d5d1b8132f7b3e4fbdf150414d047e","artifactId":"hf-model-dsfsi-puobertajw300","format":"safetensors","source":{"provider":"huggingface","identity":"dsfsi/PuoBERTaJW300","revision":"03be2c4b8b52a5f2ce776b38302004f4a324b7c6","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":636,"sha256":"sha256:d6209d233e35ddb1782e10437c2833d751b4a4758769bf889d68f40b40903648","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7ab7ebb8035349881c3117a2f14a355c75397729ad15149f9b3c6cf69c9a8719"},{"path":"model.safetensors","role":"weight","sizeBytes":334030368,"sha256":"sha256:b1dd91342b22321008b1b888d1fceb09feb34c037ad2f71f4948da993376f3c3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ddfd8839982b00cab96732269eb820ed74a0ac607af2bc63ca577d0abd058362"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":280,"sha256":"sha256:06e405a36dfe4b9604f484f6a1e619af1a7f7d09e34a8555eb0b77b66318067f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2fec10c7db89170d4ad33a0c01fdecc3339830f429f9f311c270870b49ff8767"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":2225168,"sha256":"sha256:b20c75cf5a500e18f52d46dfd2951e9b1438e9111e1910e8202f58fdbb7407bf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:db5df8c21ece6dc69e3205dad5434502c1b70fc19609a51344215fed2d46dc99"},{"path":"tokenizer_config.json","role":"config","sizeBytes":369,"sha256":"sha256:fe06b982b0603d768568cff60805e9832832b664bef229dce1a5107fe3963c3d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:09d65ab39dbc2e1087f62882c2ffbc41ac8c3ac067eadaf5b8b61532e27595c7"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:b5f3b5f8375f199737c09e9c2780b495ef221a66161a7590d927a32fa8b22461","representationDigest":"sha256:ee54be2fb87bca3db9138bc96f8e14fcd99ec5860878019cef062efbe3878e3a","evidenceSnapshotDigest":"sha256:650d770fd5233e0391b9f78105a801df6addc4c2d397ec0fadcc493fdb4afe42","evaluatedAt":"2026-09-24T14:42:29.745Z","authorityVersion":"sha256:3e4816af364de60cf16a4223696b2dbaaf47d2b7842e99f229c24d45221fd293","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":11,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T22:57:46.799Z","evidence_url":"/api/manifests/hf-model-dsfsi-puobertajw300"}},"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":11,"publicDownloadableFileCount":5,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":671662915,"label":"640.5 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":84,"upstreamStars":0,"label":"84 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":"cc-by-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"dsfsi/PuoBERTaJW300"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/11 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: cc-by-4.0","Provenance: dsfsi/PuoBERTaJW300","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":6,"totalFiles":11},"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-dsfsi-puobertajw300/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"dsfsi/PuoBERTaJW300"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T22:57:46.799Z","evidence_url":"/api/manifests/hf-model-dsfsi-puobertajw300"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-dsfsi-puobertajw300/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-dsfsi-puobertajw300/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-dsfsi-puobertajw300/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-dsfsi-puobertajw300","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-dsfsi-puobertajw300/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":"cc-by-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"dsfsi/PuoBERTaJW300"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/11 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: cc-by-4.0","Provenance: dsfsi/PuoBERTaJW300","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":6,"totalFiles":11},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-dsfsi-puobertajw300/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-dsfsi-puobertajw300/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-dsfsi-puobertajw300/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-dsfsi-puobertajw300","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-dsfsi-puobertajw300/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-dsfsi-puobertajw300/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-dsfsi-puobertajw300/distribution"},"supportedClaims":["dsfsi/PuoBERTaJW300 has 0 self-reported, unqualified Hugging Bay community reviews.","dsfsi/PuoBERTaJW300 has 0 self-reported run claims; none qualify verification during limited availability.","dsfsi/PuoBERTaJW300 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-dsfsi-puobertajw300/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-dsfsi-puobertajw300/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-dsfsi-puobertajw300"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-dsfsi-puobertajw300/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."}}