{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T10:38:29.163Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-knowledgator-gliclass-modern-base-v2-0-init","repo":"knowledgator/gliclass-modern-base-v2.0-init","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T09:10:19.700Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T09:10:19.700Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-knowledgator-gliclass-modern-base-v2-0-init","owner":"knowledgator","name":"gliclass-modern-base-v2.0-init","repo":"knowledgator/gliclass-modern-base-v2.0-init","type":"llm","summary":"Model from Hugging Face for zero shot classification: knowledgator/gliclass-modern-base-v2.0-init · onnx","cardDescription":"Sorts text into categories.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for sorting text into categories you choose.","confidence":"medium","task":"zero-shot-classification","audience":null,"basis":"recorded-metadata","rules":["task:zero-shot-classification"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"zero-shot-classification"},{"field":"cardMetadata.pipelineTag","value":"zero-shot-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1714175398,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"knowledgator","sourceUrl":"https://huggingface.co/knowledgator/gliclass-modern-base-v2.0-init","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","onnx","safetensors","gliclass","text classification","zero-shot","small language models","rag","sentiment analysis","zero-shot-classification","en","fr","ge","dataset:moritzlaurer/synthetic_zeroshot_mixtral_v0.1","dataset:knowledgator/gliclass-v1.0","dataset:fancyzhx/amazon_polarity","dataset:cnmoro/questionclassification","dataset:arsive/toxicity_classification_jigsaw","dataset:shishir-dwi/news-article-categorization_iab","dataset:setfit/qnli","dataset:nyu-mll/multi_nli"],"task":"zero-shot-classification","modality":"text","framework":"onnx","formats":["gitattributes","md","json","safetensors","onnx"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["f1"],"datasets":["MoritzLaurer/synthetic_zeroshot_mixtral_v0.1","knowledgator/gliclass-v1.0","fancyzhx/amazon_polarity","cnmoro/QuestionClassification","Arsive/toxicity_classification_jigsaw","shishir-dwi/News-Article-Categorization_IAB","SetFit/qnli","nyu-mll/multi_nli","SetFit/student-question-categories","SetFit/tweet_sentiment_extraction","SetFit/hate_speech18","saattrupdan/doc-nli"],"paperIds":["2508.07662"],"repoType":"model","baseModel":"","languages":["en","fr","ge"],"sourceUrl":"https://huggingface.co/knowledgator/gliclass-modern-base-v2.0-init","evalResults":[],"libraryName":"onnx","pipelineTag":"zero-shot-classification","cardDataKeys":["base_model","datasets","language","license","metrics","pipeline_tag","tags"],"semanticText":"zero-shot-classification onnx llm model en fr ge moritzlaurer/synthetic_zeroshot_mixtral_v0.1 knowledgator/gliclass-v1.0 fancyzhx/amazon_polarity cnmoro/questionclassification arsive/toxicity_classification_jigsaw shishir-dwi/news-article-categorization_iab setfit/qnli nyu-mll/multi_nli setfit/student-question-categories setfit/tweet_sentiment_extraction setfit/hate_speech18 saattrupdan/doc-nli f1 safetensors rag","semanticTerms":["zero-shot-classification","onnx","llm","model","en","fr","ge","moritzlaurer/synthetic_zeroshot_mixtral_v0.1","knowledgator/gliclass-v1.0","fancyzhx/amazon_polarity","cnmoro/questionclassification","arsive/toxicity_classification_jigsaw","shishir-dwi/news-article-categorization_iab","setfit/qnli","nyu-mll/multi_nli","setfit/student-question-categories","setfit/tweet_sentiment_extraction","setfit/hate_speech18","saattrupdan/doc-nli","f1","safetensors","rag"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":7942},{"lfs":false,"path":"config.json","sizeBytes":3712},{"lfs":true,"path":"model.safetensors","sizeBytes":605529372},{"lfs":false,"path":"onnx/config.json","sizeBytes":1057},{"lfs":true,"path":"onnx/model-int4-quantized.onnx","sizeBytes":96900179},{"lfs":true,"path":"onnx/model-int8-quantized.onnx","sizeBytes":152534548},{"lfs":true,"path":"onnx/model-uint4-quantized.onnx","sizeBytes":96900179},{"lfs":true,"path":"onnx/model-uint8-quantized.onnx","sizeBytes":152536653},{"lfs":true,"path":"onnx/model.onnx","sizeBytes":606154759},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":694},{"lfs":false,"path":"tokenizer.json","sizeBytes":3583596},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":21188}],"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":1714175398,"sizeKnown":true,"sizeLabel":"1.6 GB","sizeReason":"","declaredSizeBytes":1714175398,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":117,"stars":26,"citations":0,"updatedAt":"2026-08-29T18:31:25.589Z","createdAt":"2026-06-30T03:59:39.013Z","version":"hf-main","upstream":{"gated":false,"repoId":"knowledgator/gliclass-modern-base-v2.0-init","private":false,"repoUrl":"https://huggingface.co/knowledgator/gliclass-modern-base-v2.0-init","disabled":false,"provider":"huggingface","repoType":"model","revision":"4c9ea1f0b564c6c44991f2178d8c45ac49637c86","fetchedAt":"2026-08-29T13:30:24.499Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-08-29T18:31:25.589Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"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_26f00b7a8bce925f7e96421920ff6b870fd7a6c1274354a542154005717ffecb","artifactId":"hf-model-knowledgator-gliclass-modern-base-v2-0-init","representationId":"rep-198bd5ab47dce34bd381568a016ce61ef3fac45e156ac6a88526624e94fea357","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-198bd5ab47dce34bd381568a016ce61ef3fac45e156ac6a88526624e94fea357","artifactId":"hf-model-knowledgator-gliclass-modern-base-v2-0-init","format":"safetensors","source":{"provider":"huggingface","identity":"knowledgator/gliclass-modern-base-v2.0-init","revision":"4c9ea1f0b564c6c44991f2178d8c45ac49637c86","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":7942,"sha256":"sha256:2601c2ccb0329a409cf968a6821dfd6b512c59efbe0240e32293fd4d27eee919","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:40bcc5dc398edef403d9d79bfe09e14c5306ea0483700df4f7a8407de4361eb1"},{"path":"config.json","role":"config","sizeBytes":3712,"sha256":"sha256:11f80555dab20811ac4d12a8a2f1ae5718f3e23e01f14bbc60b14fdd7ef936c0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b1c2b679e3baecd45831c65fe5925fd8c2069a401467b920747b35a1e5a05fb5"},{"path":"model.safetensors","role":"weight","sizeBytes":605529372,"sha256":"sha256:b19561d9e821f0349abb785f8c3cdc8c493f403e1380db0880f8ec7f34141a13","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bf6533e8fcc12abbf945754a2888e2d56d8c533714881b7d7cc98d29384910fb"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":694,"sha256":"sha256:ea97ecdbcc73713039d8d64dbb05e3689495c96657fbd9a18f5bed381be81049","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:035a8940a797fb4b190d94440ac29896f075eef0efae943e7ff0c325971dfbfe"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":3583596,"sha256":"sha256:8bb449eb0c037aae44115b65905bb339b8f3f74eb37067c19127feb3c0755723","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:02f2b7fc6c6c357706a438dd55846b3b3165c52ccaff22bdb2dcb6d43ce0931d"},{"path":"tokenizer_config.json","role":"config","sizeBytes":21188,"sha256":"sha256:5cb2c9ca03c724dbfac77f35cb7c61d5ea0f22edc649819a2a31c8ba6c3cb495","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:15fcdf55e92355ccd0ab30362e43c0f1bbb21002293c9a6b70d93aa4c3e0173b"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:243137cc4192164db5392aab707630b4cf082b654abf00419fb300a0b65103bd","representationDigest":"sha256:56df32254763e582c4d3903bbd7506f53d76fbacb1dd012c1ac377acd87eceef","evidenceSnapshotDigest":"sha256:a0d022feec7d5fb01c59f78a63a45a4af0fe11ff7e089935769602c5c9bae3d1","evaluatedAt":"2026-08-29T18:31:25.967Z","authorityVersion":"sha256:7ef50578c27dfddaf5f9303dfa68d15a290949e4081629796c2a7290d28ed9d3","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":6,"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":"2026-10-29T09:10:19.700Z","evidence_url":"/api/manifests/hf-model-knowledgator-gliclass-modern-base-v2-0-init"}},"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":"blocked","hosted":false,"fileCount":13,"publicDownloadableFileCount":0,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1714175398,"label":"1.6 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":117,"upstreamStars":26,"label":"117 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/gliclass-modern-base-v2.0-init"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: knowledgator/gliclass-modern-base-v2.0-init","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":13,"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-knowledgator-gliclass-modern-base-v2-0-init/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/gliclass-modern-base-v2.0-init"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T09:10:19.700Z","evidence_url":"/api/manifests/hf-model-knowledgator-gliclass-modern-base-v2-0-init"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-knowledgator-gliclass-modern-base-v2-0-init/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-gliclass-modern-base-v2-0-init/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-gliclass-modern-base-v2-0-init/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-knowledgator-gliclass-modern-base-v2-0-init","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-gliclass-modern-base-v2-0-init/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/gliclass-modern-base-v2.0-init"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"manifest metadata present; selected-representation state unknown"}],"strengths":["License: apache-2.0","Provenance: knowledgator/gliclass-modern-base-v2.0-init","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":13,"totalFiles":13},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-knowledgator-gliclass-modern-base-v2-0-init/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-gliclass-modern-base-v2-0-init/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-gliclass-modern-base-v2-0-init/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-knowledgator-gliclass-modern-base-v2-0-init","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-gliclass-modern-base-v2-0-init/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-gliclass-modern-base-v2-0-init/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-gliclass-modern-base-v2-0-init/distribution"},"supportedClaims":["knowledgator/gliclass-modern-base-v2.0-init has 0 self-reported, unqualified Hugging Bay community reviews.","knowledgator/gliclass-modern-base-v2.0-init has 0 self-reported run claims; none qualify verification during limited availability.","knowledgator/gliclass-modern-base-v2.0-init 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-gliclass-modern-base-v2-0-init/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-gliclass-modern-base-v2-0-init/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-knowledgator-gliclass-modern-base-v2-0-init"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-gliclass-modern-base-v2-0-init/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."}}