{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-27T06:57:02.159Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-distilbert-distilroberta-base","repo":"distilbert/distilroberta-base","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":12,"mirroredBytes":1966821421,"readinessCheckedAt":"2026-10-27T06:47:12.512Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":12,"mirroredBytes":1966821421,"readinessCheckedAt":"2026-10-27T06:47:12.512Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-distilbert-distilroberta-base","owner":"distilbert","name":"distilroberta-base","repo":"distilbert/distilroberta-base","type":"llm","summary":"Model from Hugging Face for fill mask: distilbert/distilroberta-base · transformers","cardDescription":"Predicts a missing word using the surrounding 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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"fill-mask"},{"field":"cardMetadata.pipelineTag","value":"fill-mask"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1966821866,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"distilbert","sourceUrl":"https://huggingface.co/distilbert/distilroberta-base","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","pytorch","tf","jax","rust","safetensors","roberta","fill-mask","exbert","en","dataset:openwebtext","arxiv:1910.01108","arxiv:1910.09700","license:apache-2.0","endpoints_compatible","deploy:sagemaker","deploy:azure","region:us","llm","openwebtext"],"task":"fill-mask","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","msgpack","safetensors","bin","ot"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["openwebtext"],"paperIds":["1910.01108","1910.09700"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/distilbert/distilroberta-base","evalResults":[],"libraryName":"transformers","pipelineTag":"fill-mask","cardDataKeys":["datasets","language","license","tags"],"semanticText":"fill-mask transformers llm model en openwebtext safetensors","semanticTerms":["fill-mask","transformers","llm","model","en","openwebtext","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":445},{"lfs":false,"path":"README.md","sizeBytes":7498},{"lfs":false,"path":"config.json","sizeBytes":480},{"lfs":false,"path":"dict.txt","sizeBytes":603290},{"lfs":true,"path":"flax_model.msgpack","sizeBytes":328684645},{"lfs":false,"path":"merges.txt","sizeBytes":456318},{"lfs":true,"path":"model.safetensors","sizeBytes":331055963},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":331070498},{"lfs":true,"path":"rust_model.ot","sizeBytes":485484382},{"lfs":true,"path":"tf_model.h5","sizeBytes":487203636},{"lfs":false,"path":"tokenizer.json","sizeBytes":1355863},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":25},{"lfs":false,"path":"vocab.json","sizeBytes":898823}],"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":1966821866,"sizeKnown":true,"sizeLabel":"1.8 GB","sizeReason":"","declaredSizeBytes":1966821866,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":1812332,"stars":179,"citations":0,"updatedAt":"2026-08-28T01:05:12.280Z","createdAt":"2026-06-29T22:19:54.936Z","version":"hf-main","upstream":{"gated":false,"repoId":"distilbert/distilroberta-base","private":false,"repoUrl":"https://huggingface.co/distilbert/distilroberta-base","disabled":false,"provider":"huggingface","repoType":"model","revision":"fb53ab8802853c8e4fbdbcd0529f21fc6f459b2b","fetchedAt":"2026-08-28T00:14:48.732Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-28T01:05:12.280Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":12,"mirroredBytes":1966821421,"mirroredFiles":12,"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_ad28bfb41b4ea25fd848de7c66311be221a0ea83d4b538317e42edc4698cdcec","artifactId":"hf-model-distilbert-distilroberta-base","representationId":"rep-00fbc7320523c10f5e20469e7cb79c1a1c03476d37071e2f109f07db9ebd9371","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-00fbc7320523c10f5e20469e7cb79c1a1c03476d37071e2f109f07db9ebd9371","artifactId":"hf-model-distilbert-distilroberta-base","format":"safetensors","source":{"provider":"huggingface","identity":"distilbert/distilroberta-base","revision":"fb53ab8802853c8e4fbdbcd0529f21fc6f459b2b","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":7498,"sha256":"sha256:a4a8b2530f6a4db8c76049c25a2104b90782395085aea17ea86b31348de8ca94","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7ae82f86ad2fe65b07106677e9c5ceab9846a5f485387dbee61c7375c6af252d"},{"path":"config.json","role":"config","sizeBytes":480,"sha256":"sha256:c89c71e1352d0d95f0cc3da0b4d1d22b64c2be0bbdaa36cd9be451d6c781b4fa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:cf7f6d415519f33b4fdf3924c9f09a9966558569114ba042069bb84f69571cef"},{"path":"dict.txt","role":"support","sizeBytes":603290,"sha256":"sha256:2c31c5b236661067fe8626775eb995ef5fe808ac87d2ad4a6ddbef68550f5cc6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:35d52a9186acb84b23f3e37140e4186ab0c2169c181b2c2ecdbff211a86b6c98"},{"path":"merges.txt","role":"tokenizer","sizeBytes":456318,"sha256":"sha256:1ce1664773c50f3e0cc8842619a93edc4624525b728b188a9e0be33b7726adc5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:95f95e3425a8b3d7aca2e026e7032efbc3e221c838ebcf266c6d2b4d7fe2d483"},{"path":"model.safetensors","role":"weight","sizeBytes":331055963,"sha256":"sha256:2b11ca9cf3d2cbb44cc1a93ad96aedc2894231ae6e33e2d2268c3d7b1ff97663","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:70867b0daa647dc286a54892acea0fe69a4c1d3f6546b2594f6eb0bead64aa7d"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":1355863,"sha256":"sha256:847bbeab6174d66a88898f729d52fa8d355fafe1bea101cf960dd404581df70e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7f9e85a40c5561f4a3ca58892b7eeb92662c2fa2cbb8df1db459328e80b733d5"},{"path":"tokenizer_config.json","role":"config","sizeBytes":25,"sha256":"sha256:994f46754c5bf4014f1aa92d34b1374319c3a6b3f702105cd5b742beaecd18ce","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:73dfc5af60c75f894714d77797d9e3a5e8eac7d4883a24ff9f4a9e75744f03c0"},{"path":"vocab.json","role":"tokenizer","sizeBytes":898823,"sha256":"sha256:9e7f63c2d15d666b52e21d250d2e513b87c9b713cfa6987a82ed89e5e6e50655","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d2ba08975e8b91c58f41d84054bbd830897f319dc20a86f115ba5f002e2a9191"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:a885bc04a0c0a3e3ab5e1bf55d344fb7dc0e94b101e1dcd69deb33a0b748bc3d","representationDigest":"sha256:9237b26c56c863e3b7b70a0e6356b5c1ca325f196c4049a1654f2e12be58c0c4","evidenceSnapshotDigest":"sha256:f0903c71fb5f01942de3aae29936a180d890e9ae4972c8df1bb5eeb4e08a23c0","evaluatedAt":"2026-08-28T01:05:12.695Z","authorityVersion":"sha256:c24aa90faad6a9db24e73a972522d5242cc45d6b47fea06da27136794514297c","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":8,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":13,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-27T06:47:12.512Z","evidence_url":"/api/manifests/hf-model-distilbert-distilroberta-base"}},"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":13,"publicDownloadableFileCount":12,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1966821866,"label":"1.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1812332,"upstreamStars":179,"label":"1.8M 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":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"distilbert/distilroberta-base"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"12/13 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: apache-2.0","Provenance: distilbert/distilroberta-base","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 12/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":12,"externalFiles":1,"totalFiles":13},"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-distilbert-distilroberta-base/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"distilbert/distilroberta-base"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-27T06:47:12.512Z","evidence_url":"/api/manifests/hf-model-distilbert-distilroberta-base"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-distilbert-distilroberta-base/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-distilbert-distilroberta-base/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-distilbert-distilroberta-base/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-distilbert-distilroberta-base","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-distilbert-distilroberta-base/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":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"distilbert/distilroberta-base"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"12/13 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: apache-2.0","Provenance: distilbert/distilroberta-base","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 12/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":12,"externalFiles":1,"totalFiles":13},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-distilbert-distilroberta-base/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-distilbert-distilroberta-base/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-distilbert-distilroberta-base/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-distilbert-distilroberta-base","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-distilbert-distilroberta-base/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-distilbert-distilroberta-base/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-distilbert-distilroberta-base/distribution"},"supportedClaims":["distilbert/distilroberta-base has 0 self-reported, unqualified Hugging Bay community reviews.","distilbert/distilroberta-base has 0 self-reported run claims; none qualify verification during limited availability.","distilbert/distilroberta-base 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-distilbert-distilroberta-base/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-distilbert-distilroberta-base/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-distilbert-distilroberta-base"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-distilbert-distilroberta-base/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."}}