{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-28T23:59:46.878Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-tunis-ai-tunbert","repo":"tunis-ai/TunBERT","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":441036629,"readinessCheckedAt":"2026-10-28T23:45:12.066Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":441036629,"readinessCheckedAt":"2026-10-28T23:45:12.066Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-tunis-ai-tunbert","owner":"tunis-ai","name":"TunBERT","repo":"tunis-ai/TunBERT","type":"llm","summary":"Model from Hugging Face for text classification: tunis-ai/TunBERT · 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":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"text-classification"},{"field":"cardMetadata.pipelineTag","value":"text-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":881641566,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"tunis-ai","sourceUrl":"https://huggingface.co/tunis-ai/TunBERT","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","transformers","pytorch","safetensors","bert","text-classification","custom_code","ar","dataset:tsac","license:mit","text-embeddings-inference","endpoints_compatible","region:us","llm","tsac"],"task":"text-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","py","safetensors","bin","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":["tsac"],"paperIds":[],"repoType":"model","baseModel":"","languages":["ar"],"sourceUrl":"https://huggingface.co/tunis-ai/TunBERT","evalResults":[],"libraryName":"transformers","pipelineTag":"text-classification","cardDataKeys":["datasets","language","license"],"semanticText":"text-classification transformers llm model ar tsac safetensors text-embeddings-inference","semanticTerms":["text-classification","transformers","llm","model","ar","tsac","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":1211},{"lfs":false,"path":"config.json","sizeBytes":1132},{"lfs":false,"path":"config_tunbert.py","sizeBytes":1940},{"lfs":true,"path":"model.safetensors","sizeBytes":440322216},{"lfs":false,"path":"modeling_tunbert.py","sizeBytes":2219},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":440365110},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":695},{"lfs":false,"path":"tokenizer.json","sizeBytes":711396},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1190},{"lfs":false,"path":"tunBertClassificationPipeline.py","sizeBytes":1430},{"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":881641566,"sizeKnown":true,"sizeLabel":"840.8 MB","sizeReason":"","declaredSizeBytes":881641566,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":1057,"stars":14,"citations":0,"updatedAt":"2026-09-23T03:36:26.903Z","createdAt":"2026-06-30T02:15:03.226Z","version":"hf-main","upstream":{"gated":false,"repoId":"tunis-ai/TunBERT","private":false,"repoUrl":"https://huggingface.co/tunis-ai/TunBERT","disabled":false,"provider":"huggingface","repoType":"model","revision":"91c6ed800acf2521ffbe311f6f0180ab528c9a94","fetchedAt":"2026-09-23T03:35:41.570Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-23T03:36:26.903Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":5,"mirroredBytes":441036629,"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_711b78fb116691f1f0b272d601c8eac151fbe6ff4dce241124b623a5e5ff9956","artifactId":"hf-model-tunis-ai-tunbert","representationId":"rep-46f5c38265fdd68b898cf1e4c25973b1d3210abebce7c5161047bd0ed578b637","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-46f5c38265fdd68b898cf1e4c25973b1d3210abebce7c5161047bd0ed578b637","artifactId":"hf-model-tunis-ai-tunbert","format":"safetensors","source":{"provider":"huggingface","identity":"tunis-ai/TunBERT","revision":"91c6ed800acf2521ffbe311f6f0180ab528c9a94","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":1132,"sha256":"sha256:67f5a872584771fa0ac604254cbaa5beebdb651911f83f9162683f83ad9f566b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:af5436ebbacc71d029391e825a12e9e63a1079146039a21bbb6d814cc8f5d1c8"},{"path":"model.safetensors","role":"weight","sizeBytes":440322216,"sha256":"sha256:772ca51a20b7121c3fc4e684ed23848fcf8c0842bcf5f82e8721cf5a344ddd24","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:97d9c51424424d20d17f5a9cf076ff8a47aed767922cbc3a5557a18d152205cc"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":695,"sha256":"sha256:5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1bcec37c84308437ff04e8b135b10ff859e2a65e8ffd7050ae95db77b4a46d2f"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711396,"sha256":"sha256:d241a60d5e8f04cc1b2b3e9ef7a4921b27bf526d9f6050ab90f9267a1f9e5c66","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e2a8c0f28926f0f90bdddb70bef6c0de6b5fe3b4be5964c8ec25feca924f7410"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1190,"sha256":"sha256:f62a57a75856b93282501c92a86f62b169997c81e93cf6f75b7cc15d6285968e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a7962caa3edbb071e9447b48a3f8565ed66ccea9ac194b71c687ae9727ca0535"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:d28987e02de32ff77d42712310fd3546ec02064949cc10a02553530f07c03eea","representationDigest":"sha256:5531bf41955aa4c53c747b8c51ad48613ac69afd971de590cd1442f635e66eba","evidenceSnapshotDigest":"sha256:d8b5922abc42768f254c8d496353a9d6626148b7e52cf277abdb304cfa66440b","evaluatedAt":"2026-09-23T03:36:27.315Z","authorityVersion":"sha256:e725990e546e072992d18e6c60384d2c97223908622007f29bd89fb60aea9614","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":12,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T23:45:12.066Z","evidence_url":"/api/manifests/hf-model-tunis-ai-tunbert"}},"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":12,"publicDownloadableFileCount":5,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":881641566,"label":"840.8 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1057,"upstreamStars":14,"label":"1.1K 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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"tunis-ai/TunBERT"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/12 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: mit","Provenance: tunis-ai/TunBERT","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":7,"totalFiles":12},"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-tunis-ai-tunbert/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"tunis-ai/TunBERT"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T23:45:12.066Z","evidence_url":"/api/manifests/hf-model-tunis-ai-tunbert"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-tunis-ai-tunbert/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tunis-ai-tunbert/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tunis-ai-tunbert/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-tunis-ai-tunbert","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tunis-ai-tunbert/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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"tunis-ai/TunBERT"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/12 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: mit","Provenance: tunis-ai/TunBERT","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":7,"totalFiles":12},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-tunis-ai-tunbert/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-tunis-ai-tunbert/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-tunis-ai-tunbert/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-tunis-ai-tunbert","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-tunis-ai-tunbert/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-tunis-ai-tunbert/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-tunis-ai-tunbert/distribution"},"supportedClaims":["tunis-ai/TunBERT has 0 self-reported, unqualified Hugging Bay community reviews.","tunis-ai/TunBERT has 0 self-reported run claims; none qualify verification during limited availability.","tunis-ai/TunBERT 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-tunis-ai-tunbert/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-tunis-ai-tunbert/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-tunis-ai-tunbert"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-tunis-ai-tunbert/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."}}