{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-15T04:31:20.121Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-yuvstk-bert-grammar-error-detection","repo":"yuvstk/bert-grammar-error-detection","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":438672119,"readinessCheckedAt":"2026-11-15T04:30:20.818Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":438672119,"readinessCheckedAt":"2026-11-15T04:30:20.818Z","readinessSource":"file-check","degraded":true,"stale":true,"obtainReady":null,"hosted":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown."},"id":"hf-model-yuvstk-bert-grammar-error-detection","owner":"yuvstk","name":"bert-grammar-error-detection","repo":"yuvstk/bert-grammar-error-detection","type":"llm","summary":"Model from Hugging Face for text classification: yuvstk/bert-grammar-error-detection · unknown","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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"google-bert/bert-base-uncased"},{"field":"task","value":"text-classification"},{"field":"cardMetadata.pipelineTag","value":"text-classification"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"google-bert/bert-base-uncased","field":"baseModel"}],"parameters":null,"size":{"bytes":438918086,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"yuvstk","sourceUrl":"https://huggingface.co/yuvstk/bert-grammar-error-detection","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","safetensors","bert","grammatical-error-detection","linguistic-acceptability","blimp","cola","text-classification","en","dataset:nyu-mll/blimp","dataset:nyu-mll/glue","base_model:google-bert/bert-base-uncased","base_model:finetune:google-bert/bert-base-uncased","license:apache-2.0","region:us","unknown","llm","nyu-mll/blimp","nyu-mll/glue","accuracy","matthews_correlation"],"task":"text-classification","modality":"text","framework":"unknown","formats":["gitattributes","md","json","safetensors","bin","txt"],"baseModel":"google-bert/bert-base-uncased","derivedFrom":"google-bert/bert-base-uncased","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["accuracy","matthews_correlation","f1"],"datasets":["nyu-mll/blimp","nyu-mll/glue"],"paperIds":[],"repoType":"model","baseModel":"google-bert/bert-base-uncased","languages":["en"],"sourceUrl":"https://huggingface.co/yuvstk/bert-grammar-error-detection","evalResults":[],"libraryName":"unknown","pipelineTag":"text-classification","cardDataKeys":["base_model","datasets","language","license","metrics","pipeline_tag","tags","widget"],"semanticText":"text-classification unknown llm model en nyu-mll/blimp nyu-mll/glue accuracy matthews_correlation f1 google-bert/bert-base-uncased safetensors","semanticTerms":["text-classification","unknown","llm","model","en","nyu-mll/blimp","nyu-mll/glue","accuracy","matthews_correlation","f1","google-bert/bert-base-uncased","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":6696},{"lfs":false,"path":"config.json","sizeBytes":632},{"lfs":true,"path":"model.safetensors","sizeBytes":437958648},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":125},{"lfs":false,"path":"tokenizer.json","sizeBytes":711493},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1221},{"lfs":false,"path":"train_meta.json","sizeBytes":403},{"lfs":true,"path":"training_args.bin","sizeBytes":5841},{"lfs":false,"path":"vocab.txt","sizeBytes":231508}],"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":438918086,"sizeKnown":true,"sizeLabel":"418.6 MB","sizeReason":"","declaredSizeBytes":438918086,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":77,"stars":0,"citations":0,"updatedAt":"2026-09-27T07:10:26.252Z","createdAt":"2026-09-27T07:09:37.846Z","version":"hf-main","upstream":{"gated":false,"repoId":"yuvstk/bert-grammar-error-detection","private":false,"repoUrl":"https://huggingface.co/yuvstk/bert-grammar-error-detection","disabled":false,"provider":"huggingface","repoType":"model","revision":"daac0c6e72fd959f7e81db11f2effbe85c2175aa","fetchedAt":"2026-09-27T07:09:37.843Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-27T07:10:26.252Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":5,"mirroredBytes":438672119,"mirroredFiles":5,"storageProvider":"gcs","hosted":null,"downloadable":null,"verified":false,"completeRunnable":null,"runReady":null,"refreshedAt":null,"stale":false,"downloadReady":null,"readiness":"unknown","obtainReady":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"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_dd917c1bde7ef6c933bd64fc70cc1e03d866b16bff2af14f3d94397508cb073e","artifactId":"hf-model-yuvstk-bert-grammar-error-detection","representationId":"rep-c01203ebe4d42a39470c2235ed53bb3f9c83ccb341358e6bf83978ff9ab736bd","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-c01203ebe4d42a39470c2235ed53bb3f9c83ccb341358e6bf83978ff9ab736bd","artifactId":"hf-model-yuvstk-bert-grammar-error-detection","format":"safetensors","source":{"provider":"huggingface","identity":"yuvstk/bert-grammar-error-detection","revision":"daac0c6e72fd959f7e81db11f2effbe85c2175aa","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":632,"sha256":"sha256:e04aa4eb1810e342d1a231a26274328899b8a6be24b82912d6eac11a028f4f32","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:42a4956fccac5fc3e06a7673ba9878ea0d4d09b373edf249d3310c9a244ddcd9"},{"path":"model.safetensors","role":"weight","sizeBytes":437958648,"sha256":"sha256:b9d1790417a080510b11e2e79c59935be66ec4ff4c40467872b7c2fad8c0508d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:daed1f6e0db8e313df0e395d651ea599af20943400ac9f0d0e0b799c43e8e73e"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":125,"sha256":"sha256:b6d346be366a7d1d48332dbc9fdf3bf8960b5d879522b7799ddba59e76237ee3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6e0fdfe5910dde15751250c2eb4eb4872e9fb2f625d267d8484e037c7e461827"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711493,"sha256":"sha256:8406160b692103eb0af606ffd0d7963678491aa8719a131fd165927e64eb5416","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7b4d8ec9bef075e1da13e2686c35bbf6b769d9ee8c72710053b61d67fe232075"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1221,"sha256":"sha256:1f92c93d2e31974acffab86d48e80a9357acb18c68346c5472ef1d12c72d5d77","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0b1595b7fdc66b42dfbcc9c79d8bd6b23efcf30e4ddd3d8590a253b3056aa321"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:f129bf1589fd6282b0e898e89dd13ef53358442ac3074e46b2afc4cecae549a6","representationDigest":"sha256:ed52160e18e29058e86974a87b0ed4130e69377bdaa44c53d98d30646f55598c","evidenceSnapshotDigest":"sha256:6922c31bdc1cb39bd324d08ebd0e440a1550c3c71032eed7d63f98c32e8e316d","evaluatedAt":"2026-09-27T07:10:26.628Z","authorityVersion":"sha256:353be07dcd9f167edfe5b09f83135f83ab0e0381e820b4b30829ff7b54a8236f","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":10,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-15T04:30:20.818Z","evidence_url":"/api/manifests/hf-model-yuvstk-bert-grammar-error-detection"}},"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":"unknown","hosted":null,"fileCount":10,"publicDownloadableFileCount":5,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":438918086,"label":"418.6 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":77,"upstreamStars":0,"label":"77 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":"yuvstk/bert-grammar-error-detection"},{"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 complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: yuvstk/bert-grammar-error-detection","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["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":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-yuvstk-bert-grammar-error-detection/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"yuvstk/bert-grammar-error-detection"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-15T04:30:20.818Z","evidence_url":"/api/manifests/hf-model-yuvstk-bert-grammar-error-detection"},"lastKnownAnswer":"Ready to download","obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","recommendedFile":null},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-yuvstk-bert-grammar-error-detection/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-yuvstk-bert-grammar-error-detection/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-yuvstk-bert-grammar-error-detection/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-yuvstk-bert-grammar-error-detection","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-yuvstk-bert-grammar-error-detection/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":"yuvstk/bert-grammar-error-detection"},{"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 complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: yuvstk/bert-grammar-error-detection","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":5,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-yuvstk-bert-grammar-error-detection/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-yuvstk-bert-grammar-error-detection/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-yuvstk-bert-grammar-error-detection/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-yuvstk-bert-grammar-error-detection","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-yuvstk-bert-grammar-error-detection/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-yuvstk-bert-grammar-error-detection/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-yuvstk-bert-grammar-error-detection/distribution"},"supportedClaims":["yuvstk/bert-grammar-error-detection has 0 self-reported, unqualified Hugging Bay community reviews.","yuvstk/bert-grammar-error-detection has 0 self-reported run claims; none qualify verification during limited availability.","yuvstk/bert-grammar-error-detection 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-yuvstk-bert-grammar-error-detection/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-yuvstk-bert-grammar-error-detection/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-yuvstk-bert-grammar-error-detection"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-yuvstk-bert-grammar-error-detection/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."}}