{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T09:05:35.307Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-thejosango-nuha-ajp-trinary-onnx","repo":"thejosango/nuha-ajp-trinary-onnx","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":316502106,"readinessCheckedAt":"2026-10-30T08:37:17.983Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":316502106,"readinessCheckedAt":"2026-10-30T08:37:17.983Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-thejosango-nuha-ajp-trinary-onnx","owner":"thejosango","name":"nuha-ajp-trinary-onnx","repo":"thejosango/nuha-ajp-trinary-onnx","type":"llm","summary":"Model from Hugging Face for text classification: thejosango/nuha-ajp-trinary-onnx · transformers","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":"thejosango/nuha-ajp-mlm"},{"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":"thejosango/nuha-ajp-mlm","field":"baseModel"}],"parameters":null,"size":{"bytes":944564551,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"thejosango","sourceUrl":"https://huggingface.co/thejosango/nuha-ajp-trinary-onnx","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","pytorch","onnx","safetensors","bert","text-classification","hate-speech","gender-based-violence","arabic","trinary-classification","pilot","ar","dataset:thejosango/nuha-ajp-dataset","base_model:thejosango/nuha-ajp-mlm","base_model:quantized:thejosango/nuha-ajp-mlm","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"task":"text-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","onnx","safetensors","bin","txt"],"baseModel":"thejosango/nuha-ajp-mlm","derivedFrom":"thejosango/nuha-ajp-mlm","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["f1","precision","recall"],"datasets":["thejosango/nuha-ajp-dataset"],"paperIds":[],"repoType":"model","baseModel":"thejosango/nuha-ajp-mlm","languages":["ar"],"sourceUrl":"https://huggingface.co/thejosango/nuha-ajp-trinary-onnx","evalResults":[{"task":"Text Classification","score":"0.5363","metric":"F1","verified":false,"benchmark":"Jordanian NUHA Dataset"},{"task":"Text Classification","score":"0.666","metric":"Precision","verified":false,"benchmark":"Jordanian NUHA Dataset"},{"task":"Text Classification","score":"0.5188","metric":"Recall","verified":false,"benchmark":"Jordanian NUHA Dataset"}],"libraryName":"transformers","pipelineTag":"text-classification","cardDataKeys":["base_model","datasets","language","license","metrics","model-index","tags"],"semanticText":"text-classification transformers llm model ar thejosango/nuha-ajp-dataset f1 precision recall thejosango/nuha-ajp-mlm nuha-ajp-trinary-onnx onnx safetensors text-embeddings-inference","semanticTerms":["text-classification","transformers","llm","model","ar","thejosango/nuha-ajp-dataset","f1","precision","recall","thejosango/nuha-ajp-mlm","nuha-ajp-trinary-onnx","onnx","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1566},{"lfs":false,"path":"README.md","sizeBytes":4500},{"lfs":false,"path":"config.json","sizeBytes":956},{"lfs":true,"path":"model.onnx","sizeBytes":314065731},{"lfs":true,"path":"model.safetensors","sizeBytes":313979148},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":313995148},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":125},{"lfs":false,"path":"tokenizer.json","sizeBytes":1766172},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":654},{"lfs":false,"path":"vocab.txt","sizeBytes":750551}],"modelIndexNames":["nuha-ajp-trinary-onnx"]},"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":944564551,"sizeKnown":true,"sizeLabel":"900.8 MB","sizeReason":"","declaredSizeBytes":944564551,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":77,"stars":0,"citations":0,"updatedAt":"2026-09-03T02:58:33.994Z","createdAt":"2026-06-30T04:14:21.236Z","version":"hf-main","upstream":{"gated":false,"repoId":"thejosango/nuha-ajp-trinary-onnx","private":false,"repoUrl":"https://huggingface.co/thejosango/nuha-ajp-trinary-onnx","disabled":false,"provider":"huggingface","repoType":"model","revision":"ca3f524c3f303672a37bce816357eeb69a426d50","fetchedAt":"2026-09-03T01:22:31.706Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-03T02:58:33.994Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":7,"mirroredBytes":316502106,"mirroredFiles":7,"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_15f9100fd2f948f011618d64114f612ee2b05f798bda8cba0e8dea1ce438c2fe","artifactId":"hf-model-thejosango-nuha-ajp-trinary-onnx","representationId":"rep-8891ab6ee72f3bbdabd9afd126ea9c7c108329bb08a363d569f591af94c89217","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-8891ab6ee72f3bbdabd9afd126ea9c7c108329bb08a363d569f591af94c89217","artifactId":"hf-model-thejosango-nuha-ajp-trinary-onnx","format":"safetensors","source":{"provider":"huggingface","identity":"thejosango/nuha-ajp-trinary-onnx","revision":"ca3f524c3f303672a37bce816357eeb69a426d50","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":4500,"sha256":"sha256:83f688bd25c951941d69cbaae65062fac7ce43ee873dc26d7d07b63eaf9ae780","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:34e48defacd677bf88c2b7ecc28851552758aa093c51b3690ff0b9c1f375ab7d"},{"path":"config.json","role":"config","sizeBytes":956,"sha256":"sha256:2be5ac79eabc4e2544e512d41720bc9a479afed7e18622144842d4a463032888","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:da723b715ce4972d8e4192fad1780ed2ba3245e224148b5f5c64a72a5e0be244"},{"path":"model.safetensors","role":"weight","sizeBytes":313979148,"sha256":"sha256:b669f5b481089b8482caea885a857d77a438c1c5f772e4c983819fccf35aa2f2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:96bba1790ac2dc3caa3e8e504fa80dce88736b764d555fcc4f349fa3a0d93389"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":125,"sha256":"sha256:b6d346be366a7d1d48332dbc9fdf3bf8960b5d879522b7799ddba59e76237ee3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ad624230fe6cc99de56b00c9cd171b8c03a57b4bc97e2f00ff14d840d3893083"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":1766172,"sha256":"sha256:1b50b34c53234a4804541b5bc8f43cb469671d4b9c627d099cb869508522ddb1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a7376fce03923951a85aac53e061aff10f4c318edb940d41d75b53d704f13b84"},{"path":"tokenizer_config.json","role":"config","sizeBytes":654,"sha256":"sha256:5b87578b942af73f9ed0ebca8a1074d3954282ff64b751314c9d1886c390aa5a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c8c97f433f94f34e39fce94428c5eb679c9ebd5f8253fbea1bd37b956f0504d5"},{"path":"vocab.txt","role":"tokenizer","sizeBytes":750551,"sha256":"sha256:4bfd294e0cf3fde4d5af83daef39a8a108ae52803b36bb54a30a8ec445d78fca","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:90b9b13c35d2246bd6fa8aa55bb7c25fe723d7ca26a25d8d1b1b8eb1277b3c93"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:03d327a5928b93dc85c894b27cd9abe5ab0f1de4a073bfb71406f24d08416351","representationDigest":"sha256:f80b6789988c7e9a19b5965ce61b2fa3ada8cce9e91616209178559084b75941","evidenceSnapshotDigest":"sha256:c189946475c42493d3ccb65fda56ed5b752ae82eb629d10236dff433be8558d0","evaluatedAt":"2026-09-03T02:58:34.398Z","authorityVersion":"sha256:5442d67ec7f7076871494b683e2fe9bdf8f308e65372b9776771455fc91547cb","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":7,"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":"2026-10-30T08:37:17.983Z","evidence_url":"/api/manifests/hf-model-thejosango-nuha-ajp-trinary-onnx"}},"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":7,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":944564551,"label":"900.8 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":"thejosango/nuha-ajp-trinary-onnx"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/10 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: thejosango/nuha-ajp-trinary-onnx","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":3,"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-thejosango-nuha-ajp-trinary-onnx/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"thejosango/nuha-ajp-trinary-onnx"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T08:37:17.983Z","evidence_url":"/api/manifests/hf-model-thejosango-nuha-ajp-trinary-onnx"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-thejosango-nuha-ajp-trinary-onnx/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-thejosango-nuha-ajp-trinary-onnx/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-thejosango-nuha-ajp-trinary-onnx/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-thejosango-nuha-ajp-trinary-onnx","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-thejosango-nuha-ajp-trinary-onnx/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":"thejosango/nuha-ajp-trinary-onnx"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/10 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: thejosango/nuha-ajp-trinary-onnx","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":3,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-thejosango-nuha-ajp-trinary-onnx/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-thejosango-nuha-ajp-trinary-onnx/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-thejosango-nuha-ajp-trinary-onnx/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-thejosango-nuha-ajp-trinary-onnx","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-thejosango-nuha-ajp-trinary-onnx/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-thejosango-nuha-ajp-trinary-onnx/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-thejosango-nuha-ajp-trinary-onnx/distribution"},"supportedClaims":["thejosango/nuha-ajp-trinary-onnx has 0 self-reported, unqualified Hugging Bay community reviews.","thejosango/nuha-ajp-trinary-onnx has 0 self-reported run claims; none qualify verification during limited availability.","thejosango/nuha-ajp-trinary-onnx 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-thejosango-nuha-ajp-trinary-onnx/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-thejosango-nuha-ajp-trinary-onnx/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-thejosango-nuha-ajp-trinary-onnx"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-thejosango-nuha-ajp-trinary-onnx/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."}}