{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T18:28:39.489Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-konstantindobler-xlm-roberta-base-focus-arabic","repo":"konstantindobler/xlm-roberta-base-focus-arabic","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":501668629,"readinessCheckedAt":"2026-10-31T18:00:04.048Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":501668629,"readinessCheckedAt":"2026-10-31T18:00:04.048Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-konstantindobler-xlm-roberta-base-focus-arabic","owner":"konstantindobler","name":"xlm-roberta-base-focus-arabic","repo":"konstantindobler/xlm-roberta-base-focus-arabic","type":"llm","summary":"Model from Hugging Face for fill mask: konstantindobler/xlm-roberta-base-focus-arabic · 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":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"fill-mask"},{"field":"cardMetadata.pipelineTag","value":"fill-mask"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":999713248,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"konstantindobler","sourceUrl":"https://huggingface.co/konstantindobler/xlm-roberta-base-focus-arabic","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","transformers","pytorch","safetensors","xlm-roberta","fill-mask","ar","dataset:cc100","arxiv:2305.14481","license:mit","endpoints_compatible","region:us","llm","cc100"],"task":"fill-mask","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","bin"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":["cc100"],"paperIds":["2305.14481"],"repoType":"model","baseModel":"","languages":["ar"],"sourceUrl":"https://huggingface.co/konstantindobler/xlm-roberta-base-focus-arabic","evalResults":[],"libraryName":"transformers","pipelineTag":"fill-mask","cardDataKeys":["datasets","language","license"],"semanticText":"fill-mask transformers llm model ar cc100 safetensors","semanticTerms":["fill-mask","transformers","llm","model","ar","cc100","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":1831},{"lfs":false,"path":"config.json","sizeBytes":706},{"lfs":true,"path":"model.safetensors","sizeBytes":497998808},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":498041269},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":280},{"lfs":false,"path":"tokenizer.json","sizeBytes":3668362},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":473}],"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":999713248,"sizeKnown":true,"sizeLabel":"953.4 MB","sizeReason":"","declaredSizeBytes":999713248,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":42,"stars":1,"citations":0,"updatedAt":"2026-09-25T01:33:11.281Z","createdAt":"2026-09-25T01:32:21.595Z","version":"hf-main","upstream":{"gated":false,"repoId":"konstantindobler/xlm-roberta-base-focus-arabic","private":false,"repoUrl":"https://huggingface.co/konstantindobler/xlm-roberta-base-focus-arabic","disabled":false,"provider":"huggingface","repoType":"model","revision":"dcb0cbc61a80c1a97d18fd35f626972333c9ebcd","fetchedAt":"2026-09-25T01:32:21.591Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-25T01:33:11.281Z","mirroredBy":"mirror-batch-worker","totalFiles":8,"hostedFiles":5,"mirroredBytes":501668629,"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_071cdbbf47a53bf5da6ec090d59abdb479774339193e98c7c0311f0ccac3ea21","artifactId":"hf-model-konstantindobler-xlm-roberta-base-focus-arabic","representationId":"rep-49303bef643ed0bdfd8826ab014bd42fd9b50bd31c76c8b24531d36024365222","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-49303bef643ed0bdfd8826ab014bd42fd9b50bd31c76c8b24531d36024365222","artifactId":"hf-model-konstantindobler-xlm-roberta-base-focus-arabic","format":"safetensors","source":{"provider":"huggingface","identity":"konstantindobler/xlm-roberta-base-focus-arabic","revision":"dcb0cbc61a80c1a97d18fd35f626972333c9ebcd","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":706,"sha256":"sha256:6ce152ba1571331907d6c6c2774a5dcddcc5bab3a2d84cd4632b805c82ea3b70","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:214ccca2f320f1e35ea076374026a095ac7179f950149dfc788d04e800cb3777"},{"path":"model.safetensors","role":"weight","sizeBytes":497998808,"sha256":"sha256:4adf5726c4c6236acf5a28c0c289853eaa1a3f049739176f4827c20a7df3d1bc","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b33afc409be91a4df4bcaee4503efe8a66130a413cbbd4b1eb8a673681c6b4dd"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":280,"sha256":"sha256:06e405a36dfe4b9604f484f6a1e619af1a7f7d09e34a8555eb0b77b66318067f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:34fc042be80fa8eefe9cefd5466a3139dc451f30fac5436a84c7b4eaa4808bf2"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":3668362,"sha256":"sha256:caf3bdba25860d0e252d37af545e4403c34283d250cf804c9594960c9ef2e472","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7c49d81a54f1bbea636477fd36625291f283665dacbf45476d0f85bdd906ab38"},{"path":"tokenizer_config.json","role":"config","sizeBytes":473,"sha256":"sha256:07d6f639244d81026491125aac56855c1278ca6a62b1f1ce4dc3824b8bae91c1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:291e205256c4b85b4c43065174569d6580b12ef131eaca47944cf17c25758c06"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:13a6d1897d5eff0dd9a44b6158b7f66d53e306a075534ee0ce17f0593f6dfda3","representationDigest":"sha256:036b07bfedab5a9eee4fe21280b20037f6a5f263c7890b2df99b4330ebf481ef","evidenceSnapshotDigest":"sha256:88d3a8b3d257c2ed0432c31d1d615ff7bc0f55b6a27af5fd4e3050b0f02438d7","evaluatedAt":"2026-09-25T01:33:11.699Z","authorityVersion":"sha256:c24e29e27d21725ab53a8384dcb4d46faa2142514cc635624772ef027d00ad03","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":8,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T18:00:04.048Z","evidence_url":"/api/manifests/hf-model-konstantindobler-xlm-roberta-base-focus-arabic"}},"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":8,"publicDownloadableFileCount":5,"externalFileCount":8,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":999713248,"label":"953.4 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":42,"upstreamStars":1,"label":"42 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":"konstantindobler/xlm-roberta-base-focus-arabic"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/8 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: konstantindobler/xlm-roberta-base-focus-arabic","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":3,"totalFiles":8},"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-konstantindobler-xlm-roberta-base-focus-arabic/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"konstantindobler/xlm-roberta-base-focus-arabic"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T18:00:04.048Z","evidence_url":"/api/manifests/hf-model-konstantindobler-xlm-roberta-base-focus-arabic"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-konstantindobler-xlm-roberta-base-focus-arabic/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-konstantindobler-xlm-roberta-base-focus-arabic/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-konstantindobler-xlm-roberta-base-focus-arabic/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-konstantindobler-xlm-roberta-base-focus-arabic","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-konstantindobler-xlm-roberta-base-focus-arabic/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":"konstantindobler/xlm-roberta-base-focus-arabic"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/8 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: konstantindobler/xlm-roberta-base-focus-arabic","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":3,"totalFiles":8},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-konstantindobler-xlm-roberta-base-focus-arabic/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-konstantindobler-xlm-roberta-base-focus-arabic/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-konstantindobler-xlm-roberta-base-focus-arabic/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-konstantindobler-xlm-roberta-base-focus-arabic","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-konstantindobler-xlm-roberta-base-focus-arabic/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-konstantindobler-xlm-roberta-base-focus-arabic/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-konstantindobler-xlm-roberta-base-focus-arabic/distribution"},"supportedClaims":["konstantindobler/xlm-roberta-base-focus-arabic has 0 self-reported, unqualified Hugging Bay community reviews.","konstantindobler/xlm-roberta-base-focus-arabic has 0 self-reported run claims; none qualify verification during limited availability.","konstantindobler/xlm-roberta-base-focus-arabic 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-konstantindobler-xlm-roberta-base-focus-arabic/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-konstantindobler-xlm-roberta-base-focus-arabic/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-konstantindobler-xlm-roberta-base-focus-arabic"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-konstantindobler-xlm-roberta-base-focus-arabic/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."}}