{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T07:01:25.973Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-arashpcc-bio-clinicalbert","repo":"arashpcc/Bio_ClinicalBERT","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":4,"mirroredBytes":435970722,"readinessCheckedAt":"2026-10-29T06:53:15.310Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":4,"mirroredBytes":435970722,"readinessCheckedAt":"2026-10-29T06:53:15.310Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-arashpcc-bio-clinicalbert","owner":"arashpcc","name":"Bio_ClinicalBERT","repo":"arashpcc/Bio_ClinicalBERT","type":"llm","summary":"Model from Hugging Face for fill mask: arashpcc/Bio_ClinicalBERT · 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":3152583452,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"arashpcc","sourceUrl":"https://huggingface.co/arashpcc/Bio_ClinicalBERT","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","mit","transformers","pytorch","tf","jax","safetensors","bert","fill-mask","en","arxiv:1904.03323","arxiv:1901.08746","license:mit","endpoints_compatible","region:us","llm"],"task":"fill-mask","modality":"text","framework":"transformers","formats":["gitattributes","md","json","msgpack","pbtxt","data-00000-of-00001","index","meta"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":["1904.03323","1901.08746"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/arashpcc/Bio_ClinicalBERT","evalResults":[],"libraryName":"transformers","pipelineTag":"fill-mask","cardDataKeys":["language","license","tags"],"semanticText":"fill-mask transformers llm model en safetensors","semanticTerms":["fill-mask","transformers","llm","model","en","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":445},{"lfs":false,"path":"LICENSE","sizeBytes":1071},{"lfs":false,"path":"README.md","sizeBytes":2672},{"lfs":false,"path":"config.json","sizeBytes":385},{"lfs":true,"path":"flax_model.msgpack","sizeBytes":433248237},{"lfs":false,"path":"graph.pbtxt","sizeBytes":9609436},{"lfs":true,"path":"model.ckpt-150000.data-00000-of-00001","sizeBytes":1307195216},{"lfs":false,"path":"model.ckpt-150000.index","sizeBytes":23350},{"lfs":false,"path":"model.ckpt-150000.meta","sizeBytes":4073020},{"lfs":true,"path":"model.safetensors","sizeBytes":435755816},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":435778770},{"lfs":true,"path":"tf_model.h5","sizeBytes":526681584},{"lfs":false,"path":"vocab.txt","sizeBytes":213450}],"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":3152583452,"sizeKnown":true,"sizeLabel":"2.9 GB","sizeReason":"","declaredSizeBytes":3152583452,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":95,"stars":1,"citations":0,"updatedAt":"2026-09-24T04:05:48.370Z","createdAt":"2026-09-24T04:05:02.476Z","version":"hf-main","upstream":{"gated":false,"repoId":"arashpcc/Bio_ClinicalBERT","private":false,"repoUrl":"https://huggingface.co/arashpcc/Bio_ClinicalBERT","disabled":false,"provider":"huggingface","repoType":"model","revision":"65df91e10c239e727c1e33afa6ef07ed29ee16cb","fetchedAt":"2026-09-24T04:05:02.473Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T04:05:48.370Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":4,"mirroredBytes":435970722,"mirroredFiles":4,"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_35a1ccea161732bcbab2631397249386355c26f92e84f4d32b1fc2bba7fd72f8","artifactId":"hf-model-arashpcc-bio-clinicalbert","representationId":"rep-3579f8cf57844db4a7bcf2ee391e6dbe60d635e87a5d905bc5eba710cbc79987","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-3579f8cf57844db4a7bcf2ee391e6dbe60d635e87a5d905bc5eba710cbc79987","artifactId":"hf-model-arashpcc-bio-clinicalbert","format":"safetensors","source":{"provider":"huggingface","identity":"arashpcc/Bio_ClinicalBERT","revision":"65df91e10c239e727c1e33afa6ef07ed29ee16cb","immutable":true},"files":[{"path":"LICENSE","role":"support","sizeBytes":1071,"sha256":"sha256:9e8f42111a19340d74194466063143fbc4294b50dd26ad5c60a06dcaeafa99d2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:81afaf0d4e1ae58b2b973fead6fabdaeb4c5c82f4953721690c80ef39f17f785"},{"path":"config.json","role":"config","sizeBytes":385,"sha256":"sha256:4a470c65801cab55fc1cc5854aa2bfebc18428ac1989777e9acefc5a9f0c1444","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:871f6a6379b71526809bba3f8fb25a2304bf2c3de44f8d4365dc14e6ae785437"},{"path":"model.safetensors","role":"weight","sizeBytes":435755816,"sha256":"sha256:1b52f8f9c3d587c138fdc7bb1cd23d04b491a6186220a08709479182de5ad0d9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:47318da63ab146d287afec6ceec0aa8ad43137f9348e6fd68bd1636c8e6c4317"},{"path":"vocab.txt","role":"tokenizer","sizeBytes":213450,"sha256":"sha256:eeaa9875b23b04b4c54ef759d03db9d1ba1554838f8fb26c5d96fa551df93d02","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:60177b9329df86ab2c407b4720e36ee3058cebe995688881cfc2c95f5b991911"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:0832e88f52ae6d10388d9ab424292b455531af6bbf5943fa38641cec6754d93e","representationDigest":"sha256:642dbee71b959eba5e6be692c1e191573c8de8d77d1cf834c04e244c7d964680","evidenceSnapshotDigest":"sha256:1f8cc8515a795844421dca8acc5bae3c10393dae1927dcd2082362a1b9c0c202","evaluatedAt":"2026-09-24T04:05:48.674Z","authorityVersion":"sha256:d4c49a8fd63457ee2491d43bcbac5d2376b8190587e826c7dc8b328b1391a60a","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":4,"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":"2026-10-29T06:53:15.310Z","evidence_url":"/api/manifests/hf-model-arashpcc-bio-clinicalbert"}},"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":4,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":3152583452,"label":"2.9 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":95,"upstreamStars":1,"label":"95 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":"arashpcc/Bio_ClinicalBERT"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"4/13 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: mit","Provenance: arashpcc/Bio_ClinicalBERT","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 4/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":4,"externalFiles":9,"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-arashpcc-bio-clinicalbert/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"arashpcc/Bio_ClinicalBERT"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T06:53:15.310Z","evidence_url":"/api/manifests/hf-model-arashpcc-bio-clinicalbert"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-arashpcc-bio-clinicalbert/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-arashpcc-bio-clinicalbert/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-arashpcc-bio-clinicalbert/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-arashpcc-bio-clinicalbert","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-arashpcc-bio-clinicalbert/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":"arashpcc/Bio_ClinicalBERT"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"4/13 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: mit","Provenance: arashpcc/Bio_ClinicalBERT","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 4/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":4,"externalFiles":9,"totalFiles":13},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-arashpcc-bio-clinicalbert/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-arashpcc-bio-clinicalbert/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-arashpcc-bio-clinicalbert/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-arashpcc-bio-clinicalbert","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-arashpcc-bio-clinicalbert/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-arashpcc-bio-clinicalbert/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-arashpcc-bio-clinicalbert/distribution"},"supportedClaims":["arashpcc/Bio_ClinicalBERT has 0 self-reported, unqualified Hugging Bay community reviews.","arashpcc/Bio_ClinicalBERT has 0 self-reported run claims; none qualify verification during limited availability.","arashpcc/Bio_ClinicalBERT 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-arashpcc-bio-clinicalbert/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-arashpcc-bio-clinicalbert/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-arashpcc-bio-clinicalbert"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-arashpcc-bio-clinicalbert/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."}}