{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-04T02:14:33.264Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mradermacher-nanotitan-nli-gguf","repo":"mradermacher/NanoTitan-NLI-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":29088128,"readinessCheckedAt":"2026-11-04T01:00:11.368Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":29088128,"readinessCheckedAt":"2026-11-04T01:00:11.368Z","readinessSource":"file-check","degraded":true,"stale":true,"obtainReady":null,"hosted":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown."},"id":"hf-model-mradermacher-nanotitan-nli-gguf","owner":"mradermacher","name":"NanoTitan-NLI-GGUF","repo":"mradermacher/NanoTitan-NLI-GGUF","type":"llm","summary":"Model from Hugging Face for text classification: mradermacher/NanoTitan-NLI-GGUF · 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":"low","task":"text-classification","audience":null,"basis":"recorded-metadata","rules":["task:text-classification"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"baseModel","value":"blueprint-ai/NanoTitan-NLI"},{"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","task-tags-conflict"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[{"repo":"blueprint-ai/NanoTitan-NLI","field":"baseModel"}],"parameters":null,"size":{"bytes":386650805,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mradermacher","sourceUrl":"https://huggingface.co/mradermacher/NanoTitan-NLI-GGUF","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","transformers","gguf","text-classification","nli","natural-language-inference","zero-shot-classification","feature-extraction","pytorch","en","dataset:nyu-mll/multi_nli","dataset:fancyzhx/ag_news","dataset:setfit/sst2","dataset:cardiffnlp/tweet_eval","dataset:setfit/subj","dataset:cornell-movie-review-data/rotten_tomatoes","base_model:blueprint-ai/nanotitan-nli","base_model:quantized:blueprint-ai/nanotitan-nli","license:mit","endpoints_compatible","region:us"],"task":"text-classification","modality":"text","framework":"transformers","formats":["gitattributes","gguf","md"],"baseModel":"blueprint-ai/NanoTitan-NLI","derivedFrom":"blueprint-ai/NanoTitan-NLI","cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":["nyu-mll/multi_nli","fancyzhx/ag_news","SetFit/sst2","cardiffnlp/tweet_eval","SetFit/subj","cornell-movie-review-data/rotten_tomatoes"],"paperIds":[],"repoType":"model","baseModel":"blueprint-ai/NanoTitan-NLI","languages":["en"],"sourceUrl":"https://huggingface.co/mradermacher/NanoTitan-NLI-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"text-classification","cardDataKeys":["base_model","datasets","language","library_name","license","mradermacher","quantized_by","tags"],"semanticText":"text-classification transformers llm model en nyu-mll/multi_nli fancyzhx/ag_news setfit/sst2 cardiffnlp/tweet_eval setfit/subj cornell-movie-review-data/rotten_tomatoes blueprint-ai/nanotitan-nli gguf","semanticTerms":["text-classification","transformers","llm","model","en","nyu-mll/multi_nli","fancyzhx/ag_news","setfit/sst2","cardiffnlp/tweet_eval","setfit/subj","cornell-movie-review-data/rotten_tomatoes","blueprint-ai/nanotitan-nli","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2254},{"lfs":true,"path":"NanoTitan-NLI.IQ4_XS.gguf","sizeBytes":25945344},{"lfs":true,"path":"NanoTitan-NLI.Q2_K.gguf","sizeBytes":25134336},{"lfs":true,"path":"NanoTitan-NLI.Q3_K_L.gguf","sizeBytes":27622656},{"lfs":true,"path":"NanoTitan-NLI.Q3_K_M.gguf","sizeBytes":26535168},{"lfs":true,"path":"NanoTitan-NLI.Q3_K_S.gguf","sizeBytes":25134336},{"lfs":true,"path":"NanoTitan-NLI.Q4_K_M.gguf","sizeBytes":29088128},{"lfs":true,"path":"NanoTitan-NLI.Q4_K_S.gguf","sizeBytes":27954560},{"lfs":true,"path":"NanoTitan-NLI.Q5_K_M.gguf","sizeBytes":30360000},{"lfs":true,"path":"NanoTitan-NLI.Q5_K_S.gguf","sizeBytes":29613504},{"lfs":true,"path":"NanoTitan-NLI.Q6_K.gguf","sizeBytes":34977600},{"lfs":true,"path":"NanoTitan-NLI.Q8_0.gguf","sizeBytes":36691776},{"lfs":true,"path":"NanoTitan-NLI.f16.gguf","sizeBytes":67587296},{"lfs":false,"path":"README.md","sizeBytes":3847}],"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":386650805,"sizeKnown":true,"sizeLabel":"368.7 MB","sizeReason":"","declaredSizeBytes":386650805,"defaultDownloadBytes":29088128,"mirrorCount":1,"downloadCount":295,"stars":0,"citations":0,"updatedAt":"2026-09-23T05:52:01.816Z","createdAt":"2026-09-23T05:51:35.490Z","version":"hf-main","upstream":{"gated":false,"repoId":"mradermacher/NanoTitan-NLI-GGUF","private":false,"repoUrl":"https://huggingface.co/mradermacher/NanoTitan-NLI-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"c35f00d77b16cc60263e8f94b035754e904da9a7","fetchedAt":"2026-09-23T05:51:35.486Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"unknown","mirroredAt":"2026-09-23T05:52:01.816Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":1,"mirroredBytes":29088128,"mirroredFiles":1,"storageProvider":"gcs","hosted":null,"downloadable":null,"verified":false,"completeRunnable":null,"runReady":null,"refreshedAt":null,"stale":false,"downloadReady":null,"readiness":"unknown","obtainReady":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"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_9386ae824ed50276e5908c8f1dd1ba353be2a2df2f613462b47617a2d560cd47","artifactId":"hf-model-mradermacher-nanotitan-nli-gguf","representationId":"rep-169252e6f25b21555ef9f1998d561a3675778f8b72830a5d8287c6a108a39960","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-169252e6f25b21555ef9f1998d561a3675778f8b72830a5d8287c6a108a39960","artifactId":"hf-model-mradermacher-nanotitan-nli-gguf","format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/NanoTitan-NLI-GGUF","revision":"c35f00d77b16cc60263e8f94b035754e904da9a7","immutable":true},"files":[{"path":"NanoTitan-NLI.Q4_K_M.gguf","role":"weight","sizeBytes":29088128,"sha256":"sha256:ceedb16705d04d3d234893c17f10371c934fc2819e3afd701f7726e3ba238387","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ec14034e6c0a35c109b1d11fc3913dbe11d60600c43eeec75816723e5246b9b0"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:1975b433ec6f67d42d7b2943733a20f4965e7c62640bd2de06390f017942de15","representationDigest":"sha256:85708169a65006d3e2b351aa5a07cfb8db0627989c49799fcad064a9361b2d61","evidenceSnapshotDigest":"sha256:5a07ad58c9f8c36b51c323a9ecd8be8f6f7e2d0f71d40966126404d4e1a0ece0","evaluatedAt":"2026-09-23T05:52:02.032Z","authorityVersion":"sha256:ae5c84926d6f6d1cc979f4dd5c56913008d772d4ce601e39914bb41740a5b626","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":1,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":14,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-04T01:00:11.368Z","evidence_url":"/api/manifests/hf-model-mradermacher-nanotitan-nli-gguf"}},"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":"unknown","hosted":null,"fileCount":14,"publicDownloadableFileCount":1,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":386650805,"label":"368.7 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":295,"upstreamStars":0,"label":"295 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":"mradermacher/NanoTitan-NLI-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/14 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: mradermacher/NanoTitan-NLI-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":13,"totalFiles":14},"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-mradermacher-nanotitan-nli-gguf/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mradermacher/NanoTitan-NLI-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-04T01:00:11.368Z","evidence_url":"/api/manifests/hf-model-mradermacher-nanotitan-nli-gguf"},"lastKnownAnswer":"Ready to download","obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","recommendedFile":null},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-nanotitan-nli-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-nanotitan-nli-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-nanotitan-nli-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-nanotitan-nli-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-nanotitan-nli-gguf/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":"mradermacher/NanoTitan-NLI-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/14 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: mradermacher/NanoTitan-NLI-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":13,"totalFiles":14},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mradermacher-nanotitan-nli-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-nanotitan-nli-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-nanotitan-nli-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-nanotitan-nli-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-nanotitan-nli-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-nanotitan-nli-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-nanotitan-nli-gguf/distribution"},"supportedClaims":["mradermacher/NanoTitan-NLI-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","mradermacher/NanoTitan-NLI-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","mradermacher/NanoTitan-NLI-GGUF 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-mradermacher-nanotitan-nli-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-nanotitan-nli-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-nanotitan-nli-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-nanotitan-nli-gguf/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."}}