{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T06:00:48.106Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-knowledgator-opir-edge-multilang-v1-0","repo":"knowledgator/opir-edge-multilang-v1.0","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":4,"mirroredBytes":601361720,"readinessCheckedAt":"2026-10-31T04:28:39.902Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":4,"mirroredBytes":601361720,"readinessCheckedAt":"2026-10-31T04:28:39.902Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-knowledgator-opir-edge-multilang-v1-0","owner":"knowledgator","name":"opir-edge-multilang-v1.0","repo":"knowledgator/opir-edge-multilang-v1.0","type":"llm","summary":"Model from Hugging Face for text classification: knowledgator/opir-edge-multilang-v1.0 · gliclass","cardDescription":"Sorts text into categories.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for flagging text that tries to bypass a model's instructions.","confidence":"medium","task":"jailbreak-detection","audience":null,"basis":"recorded-metadata","rules":["task:jailbreak-detection","metadata:jailbreak-detection"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"jailbreak-detection"},{"field":"task","value":"text-classification"},{"field":"cardMetadata.pipelineTag","value":"text-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":601379661,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"knowledgator","sourceUrl":"https://huggingface.co/knowledgator/opir-edge-multilang-v1.0","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","apache-2.0","gliclass","safetensors","text-classification","llm-safety","guardrails","content-moderation","toxicity-classification","jailbreak-detection","prompt-injection","harmful-content-detection","zero-shot-classification","edge-ai","binary-classification","low-latency","multilingual","cross-lingual","en","sv","no","cs"],"task":"text-classification","modality":"text","framework":"gliclass","formats":["gitattributes","md","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["f1","accuracy"],"datasets":[],"paperIds":["2605.29659"],"repoType":"model","baseModel":"","languages":["en","sv","no","cs","pl","lt","et","lv","es","fi","de","fr"],"sourceUrl":"https://huggingface.co/knowledgator/opir-edge-multilang-v1.0","evalResults":[],"libraryName":"gliclass","pipelineTag":"text-classification","cardDataKeys":["language","library_name","license","metrics","pipeline_tag","tags"],"semanticText":"text-classification gliclass llm model en sv no cs pl lt et lv es fi de fr f1 accuracy safetensors","semanticTerms":["text-classification","gliclass","llm","model","en","sv","no","cs","pl","lt","et","lv","es","fi","de","fr","f1","accuracy","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":16371},{"lfs":false,"path":"config.json","sizeBytes":3456},{"lfs":true,"path":"model.safetensors","sizeBytes":566993612},{"lfs":true,"path":"tokenizer.json","sizeBytes":34364000},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":652}],"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":601379661,"sizeKnown":true,"sizeLabel":"573.5 MB","sizeReason":"","declaredSizeBytes":601379661,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":110,"stars":6,"citations":0,"updatedAt":"2026-09-22T20:53:56.262Z","createdAt":"2026-06-30T04:03:06.847Z","version":"hf-main","upstream":{"gated":false,"repoId":"knowledgator/opir-edge-multilang-v1.0","private":false,"repoUrl":"https://huggingface.co/knowledgator/opir-edge-multilang-v1.0","disabled":false,"provider":"huggingface","repoType":"model","revision":"969a05f901f8de234b0204f5309cb7e6450e6371","fetchedAt":"2026-09-22T20:53:02.351Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-22T20:53:56.262Z","mirroredBy":"mirror-batch-worker","totalFiles":6,"hostedFiles":4,"mirroredBytes":601361720,"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_c5d853542fe3bc879d48024e284636c6454388611337501821db62ba339d7c44","artifactId":"hf-model-knowledgator-opir-edge-multilang-v1-0","representationId":"rep-c862757d51a9b50b7ba1905b663f0835d4c054f29bc2922d01aa1f751dfd3c52","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-c862757d51a9b50b7ba1905b663f0835d4c054f29bc2922d01aa1f751dfd3c52","artifactId":"hf-model-knowledgator-opir-edge-multilang-v1-0","format":"safetensors","source":{"provider":"huggingface","identity":"knowledgator/opir-edge-multilang-v1.0","revision":"969a05f901f8de234b0204f5309cb7e6450e6371","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":3456,"sha256":"sha256:022418c1f8c10d5aa4c3aa428128c497469eea63b5098d955ee4ce6a1172bfe6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:003f1d8d22ffa39ee23811b950fb21d5761cdb4b10dad7d2bd189aac8932a52d"},{"path":"model.safetensors","role":"weight","sizeBytes":566993612,"sha256":"sha256:7b0ac9ca606d4e369f62808bc569c51657de23086f58e8f085e5c3f713d05a87","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9dafc3fcbf0846fefa3d9bfcf8d72b8c4ece3fa270129d251107e3f68978d23f"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":34364000,"sha256":"sha256:c34bc875fad3336b9159ed3c24d64ce319a00d56edc9ff873c046a37e1c5e0de","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3ee86f2088dd0bfc673ba476c30db15d2f8d225b784f11e5f8ad0283e5148fbe"},{"path":"tokenizer_config.json","role":"config","sizeBytes":652,"sha256":"sha256:5231adfd8c33a9d815a56eccfa5ec0212b89bd96d3a07c9fc2995134c8ad6976","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:518e4209527251afc094cf0512bcc7d2ac640aa36b97fbff6be10dcda20f57ac"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:ea8f2b9a12bf0073a2ae984b83d3e8a9cdd333cd50aae370ad3e36cdd6031384","representationDigest":"sha256:169476d3a991acccb7c8b93ee1f0fdbb0435ce63d5950f6f349f87be2cd0b6d4","evidenceSnapshotDigest":"sha256:3fcfbba65dc31e2e92051786fdc525c83402525d537b0813a5aad69aa5fd4c13","evaluatedAt":"2026-09-22T20:53:56.628Z","authorityVersion":"sha256:66c14ac3eacf740d28f7575d1c88108795c5ea46fb37a4325c27fb1c9318dcd0","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":6,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T04:28:39.902Z","evidence_url":"/api/manifests/hf-model-knowledgator-opir-edge-multilang-v1-0"}},"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":6,"publicDownloadableFileCount":4,"externalFileCount":6,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":601379661,"label":"573.5 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":110,"upstreamStars":6,"label":"110 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":"knowledgator/opir-edge-multilang-v1.0"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"4/6 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: knowledgator/opir-edge-multilang-v1.0","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 4/6 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":4,"externalFiles":2,"totalFiles":6},"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-knowledgator-opir-edge-multilang-v1-0/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"knowledgator/opir-edge-multilang-v1.0"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T04:28:39.902Z","evidence_url":"/api/manifests/hf-model-knowledgator-opir-edge-multilang-v1-0"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-knowledgator-opir-edge-multilang-v1-0/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-opir-edge-multilang-v1-0/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-opir-edge-multilang-v1-0/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-knowledgator-opir-edge-multilang-v1-0","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-opir-edge-multilang-v1-0/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":"knowledgator/opir-edge-multilang-v1.0"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"4/6 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: knowledgator/opir-edge-multilang-v1.0","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 4/6 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":4,"externalFiles":2,"totalFiles":6},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-knowledgator-opir-edge-multilang-v1-0/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-opir-edge-multilang-v1-0/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-opir-edge-multilang-v1-0/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-knowledgator-opir-edge-multilang-v1-0","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-opir-edge-multilang-v1-0/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-opir-edge-multilang-v1-0/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-opir-edge-multilang-v1-0/distribution"},"supportedClaims":["knowledgator/opir-edge-multilang-v1.0 has 0 self-reported, unqualified Hugging Bay community reviews.","knowledgator/opir-edge-multilang-v1.0 has 0 self-reported run claims; none qualify verification during limited availability.","knowledgator/opir-edge-multilang-v1.0 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-knowledgator-opir-edge-multilang-v1-0/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-opir-edge-multilang-v1-0/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-knowledgator-opir-edge-multilang-v1-0"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-opir-edge-multilang-v1-0/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."}}