{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T15:54:59.932Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mamei16-chonky-distilbert-base-multilingual-cased","repo":"mamei16/chonky_distilbert-base-multilingual-cased","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":541876174,"readinessCheckedAt":"2026-10-31T15:04:18.531Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":541876174,"readinessCheckedAt":"2026-10-31T15:04:18.531Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-mamei16-chonky-distilbert-base-multilingual-cased","owner":"mamei16","name":"chonky_distilbert-base-multilingual-cased","repo":"mamei16/chonky_distilbert-base-multilingual-cased","type":"llm","summary":"Model from Hugging Face for token classification: mamei16/chonky_distilbert-base-multilingual-cased · transformers","cardDescription":"Labels words and phrases within text.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for labeling parts of text.","confidence":"medium","task":"token-classification","audience":null,"basis":"recorded-metadata","rules":["task:token-classification"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"token-classification"},{"field":"cardMetadata.pipelineTag","value":"token-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":579664598,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mamei16","sourceUrl":"https://huggingface.co/mamei16/chonky_distilbert-base-multilingual-cased","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","tensorboard","safetensors","distilbert","token-classification","rag","chunking","afr","ara","arg","ast","azb","aze","bak","bar","bel","bos","bpy","bre","bul"],"task":"token-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","png","json","safetensors","0","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["mamei16/multilingual-wikipedia-paragraphs"],"paperIds":[],"repoType":"model","baseModel":"","languages":["afr","ara","arg","ast","azb","aze","bak","bar","bel","bos","bpy","bre"],"sourceUrl":"https://huggingface.co/mamei16/chonky_distilbert-base-multilingual-cased","evalResults":[],"libraryName":"transformers","pipelineTag":"token-classification","cardDataKeys":["base_model","datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"token-classification transformers llm model afr ara arg ast azb aze bak bar bel bos bpy bre mamei16/multilingual-wikipedia-paragraphs safetensors rag dataset:mamei16/multilingual-wikipedia-paragraphs","semanticTerms":["token-classification","transformers","llm","model","afr","ara","arg","ast","azb","aze","bak","bar","bel","bos","bpy","bre","mamei16/multilingual-wikipedia-paragraphs","safetensors","rag","dataset:mamei16/multilingual-wikipedia-paragraphs"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":12848},{"lfs":false,"path":"assets/languages_remaining.png","sizeBytes":72802},{"lfs":false,"path":"config.json","sizeBytes":643},{"lfs":true,"path":"model.safetensors","sizeBytes":538954816},{"lfs":true,"path":"runs/Nov12_01-25-22_9a7e7dbdb666/events.out.tfevents.1762910725.9a7e7dbdb666.86507.0","sizeBytes":36705729},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":125},{"lfs":false,"path":"tokenizer.json","sizeBytes":2919362},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1228},{"lfs":false,"path":"vocab.txt","sizeBytes":995526}],"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":579664598,"sizeKnown":true,"sizeLabel":"552.8 MB","sizeReason":"","declaredSizeBytes":579664598,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":54,"stars":4,"citations":0,"updatedAt":"2026-09-24T22:06:00.813Z","createdAt":"2026-09-24T22:03:54.217Z","version":"hf-main","upstream":{"gated":false,"repoId":"mamei16/chonky_distilbert-base-multilingual-cased","private":false,"repoUrl":"https://huggingface.co/mamei16/chonky_distilbert-base-multilingual-cased","disabled":false,"provider":"huggingface","repoType":"model","revision":"847bc80a896575ae84ceec513de0b4a94462e065","fetchedAt":"2026-09-24T22:03:54.214Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T22:06:00.813Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":5,"mirroredBytes":541876174,"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_4677e7d98357fb83f76dceae60f06bf641cb58ca147a025b2580f0b9aad71030","artifactId":"hf-model-mamei16-chonky-distilbert-base-multilingual-cased","representationId":"rep-13a38622595b0b3532e0fb8704188a00011851dcbebaeb53341dff8687b6dab9","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-13a38622595b0b3532e0fb8704188a00011851dcbebaeb53341dff8687b6dab9","artifactId":"hf-model-mamei16-chonky-distilbert-base-multilingual-cased","format":"safetensors","source":{"provider":"huggingface","identity":"mamei16/chonky_distilbert-base-multilingual-cased","revision":"847bc80a896575ae84ceec513de0b4a94462e065","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":643,"sha256":"sha256:1bac4ac9d6477cd55ebdc7a25b7f4f5de0439d591e8685639005ea7df1eff7a9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:77ea3deb00dee515380fca5c52b6a141c66666e8385320fa3fbfe573e0ae8365"},{"path":"model.safetensors","role":"weight","sizeBytes":538954816,"sha256":"sha256:030a3c7aa5dd75c18db8cbf3cca1c521776d716f3a99a05513c0e624ae9a4600","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:394d030260e78e4930e069f07a356f4b9c08904fe081636652ff60db11767e80"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":125,"sha256":"sha256:b6d346be366a7d1d48332dbc9fdf3bf8960b5d879522b7799ddba59e76237ee3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:881a839077a57ae57473f15cc039c6ef144d7701291d090964b984b18bbef081"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":2919362,"sha256":"sha256:bf1b59b7b11c95f194f51708d918eea378e09d05f84c0e1656dc5180e8117088","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d59948f242e0981db5e1f7a6d3706b54b4021fcb3053c47aae9370326d4786b8"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1228,"sha256":"sha256:91955163d30880d1ef0928cfdd729baaf413401dc4456f3ab1a48b3eec2ec624","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:26f0a3935c8d7e76e08ec09e8a908002cd2b03d04d657878c99a998fbd940482"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:c3889f184518d70bb9b851917c17cf0bbcfd292221be59e0b18d6c6257774d0e","representationDigest":"sha256:33bfb468ceac696502d620386a60fb549f176ce1270800692cbffdb0ebb6fa1e","evidenceSnapshotDigest":"sha256:0dbdd0c8d92faf1a5eea97235e3ba79d82640a39d5e695e69822c62528f0cbe4","evaluatedAt":"2026-09-24T22:06:01.204Z","authorityVersion":"sha256:4120a284a81a15d1a6f20e5507354ba7eba097fd3a6fb10b83ab3018338dee9d","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":"2026-10-31T15:04:18.531Z","evidence_url":"/api/manifests/hf-model-mamei16-chonky-distilbert-base-multilingual-cased"}},"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":10,"publicDownloadableFileCount":5,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":579664598,"label":"552.8 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":54,"upstreamStars":4,"label":"54 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":"mamei16/chonky_distilbert-base-multilingual-cased"},{"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: mamei16/chonky_distilbert-base-multilingual-cased","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-mamei16-chonky-distilbert-base-multilingual-cased/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mamei16/chonky_distilbert-base-multilingual-cased"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T15:04:18.531Z","evidence_url":"/api/manifests/hf-model-mamei16-chonky-distilbert-base-multilingual-cased"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mamei16-chonky-distilbert-base-multilingual-cased/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mamei16-chonky-distilbert-base-multilingual-cased/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mamei16-chonky-distilbert-base-multilingual-cased/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mamei16-chonky-distilbert-base-multilingual-cased","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mamei16-chonky-distilbert-base-multilingual-cased/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":"mamei16/chonky_distilbert-base-multilingual-cased"},{"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: mamei16/chonky_distilbert-base-multilingual-cased","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-mamei16-chonky-distilbert-base-multilingual-cased/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mamei16-chonky-distilbert-base-multilingual-cased/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mamei16-chonky-distilbert-base-multilingual-cased/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mamei16-chonky-distilbert-base-multilingual-cased","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mamei16-chonky-distilbert-base-multilingual-cased/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mamei16-chonky-distilbert-base-multilingual-cased/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mamei16-chonky-distilbert-base-multilingual-cased/distribution"},"supportedClaims":["mamei16/chonky_distilbert-base-multilingual-cased has 0 self-reported, unqualified Hugging Bay community reviews.","mamei16/chonky_distilbert-base-multilingual-cased has 0 self-reported run claims; none qualify verification during limited availability.","mamei16/chonky_distilbert-base-multilingual-cased 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-mamei16-chonky-distilbert-base-multilingual-cased/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mamei16-chonky-distilbert-base-multilingual-cased/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mamei16-chonky-distilbert-base-multilingual-cased"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mamei16-chonky-distilbert-base-multilingual-cased/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."}}