{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-04T03:08:25.453Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-tokenrhythm-neohorse-jev-4b-gguf","repo":"TokenRhythm/NeoHorse-Jev-4B-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":23,"mirroredBytes":23222837763,"readinessCheckedAt":"2026-11-04T02:56:47.101Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":23,"mirroredBytes":23222837763,"readinessCheckedAt":"2026-11-04T02:56:47.101Z","readinessSource":"projection","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-tokenrhythm-neohorse-jev-4b-gguf","owner":"TokenRhythm","name":"NeoHorse-Jev-4B-GGUF","repo":"TokenRhythm/NeoHorse-Jev-4B-GGUF","type":"vision","summary":"Model from Hugging Face for text classification: TokenRhythm/NeoHorse-Jev-4B-GGUF · unknown","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":"TokenRhythm/NeoHorse-Jev-4B"},{"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":"TokenRhythm/NeoHorse-Jev-4B","field":"baseModel"}],"parameters":null,"size":{"bytes":23222850184,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"TokenRhythm","sourceUrl":"https://huggingface.co/TokenRhythm/NeoHorse-Jev-4B-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":93,"tags":["huggingface-import","external-catalog","model","apache-2.0","gguf","decision-model","vision","non-generative","text-classification","base_model:tokenrhythm/neohorse-jev-4b","base_model:quantized:tokenrhythm/neohorse-jev-4b","license:apache-2.0","region:us","unknown","tokenrhythm/neohorse-jev-4b"],"task":"text-classification","modality":"vision","framework":"unknown","formats":["gitattributes","cpp","gguf","md","py","txt"],"baseModel":"TokenRhythm/NeoHorse-Jev-4B","derivedFrom":"TokenRhythm/NeoHorse-Jev-4B","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"TokenRhythm/NeoHorse-Jev-4B","languages":[],"sourceUrl":"https://huggingface.co/TokenRhythm/NeoHorse-Jev-4B-GGUF","evalResults":[],"libraryName":"unknown","pipelineTag":"text-classification","cardDataKeys":["base_model","base_model_relation","license","pipeline_tag","tags"],"semanticText":"text-classification unknown vision model tokenrhythm/neohorse-jev-4b gguf","semanticTerms":["text-classification","unknown","vision","model","tokenrhythm/neohorse-jev-4b","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1833},{"lfs":false,"path":"LICENSE","sizeBytes":11343},{"lfs":false,"path":"LICENSE.llama.cpp","sizeBytes":1078},{"lfs":true,"path":"NeoHorse-Jev-4B-BF16.gguf","sizeBytes":9110318144},{"lfs":true,"path":"NeoHorse-Jev-4B-Q2_K.gguf","sizeBytes":2601395424},{"lfs":true,"path":"NeoHorse-Jev-4B-Q3_K_M.gguf","sizeBytes":2947988704},{"lfs":true,"path":"NeoHorse-Jev-4B-Q4_K_M.gguf","sizeBytes":3394729184},{"lfs":true,"path":"NeoHorse-Jev-4B-Q8_0.gguf","sizeBytes":5168327744},{"lfs":false,"path":"README.md","sizeBytes":13083},{"lfs":false,"path":"SHA256SUMS","sizeBytes":2264},{"lfs":false,"path":"runtime/build.py","sizeBytes":2617},{"lfs":false,"path":"runtime/example.py","sizeBytes":802},{"lfs":false,"path":"runtime/hidden_bridge.cpp","sizeBytes":2043},{"lfs":false,"path":"runtime/requirements.txt","sizeBytes":91},{"lfs":false,"path":"runtime/runtime.py","sizeBytes":6547},{"lfs":false,"path":"runtime/support/neohorse_decision/__init__.py","sizeBytes":87},{"lfs":false,"path":"runtime/support/neohorse_decision/_inference.py","sizeBytes":3502},{"lfs":false,"path":"runtime/support/neohorse_decision/_vendor/LICENSE","sizeBytes":11344},{"lfs":false,"path":"runtime/support/neohorse_decision/_vendor/NOTICE.md","sizeBytes":690},{"lfs":false,"path":"runtime/support/neohorse_decision/_vendor/__init__.py","sizeBytes":71},{"lfs":false,"path":"runtime/support/neohorse_decision/_vendor/model.py","sizeBytes":19210},{"lfs":false,"path":"runtime/support/neohorse_decision/_vendor/schema.py","sizeBytes":6257},{"lfs":false,"path":"runtime/support/neohorse_decision/engine.py","sizeBytes":2022},{"lfs":false,"path":"runtime/support/neohorse_decision/systemone.py","sizeBytes":2679}],"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":23222850184,"sizeKnown":true,"sizeLabel":"21.6 GB","sizeReason":"","declaredSizeBytes":23222850184,"defaultDownloadBytes":3394729184,"mirrorCount":1,"downloadCount":293,"stars":3,"citations":0,"updatedAt":"2026-09-25T09:50:09.253Z","createdAt":"2026-09-25T09:43:28.406Z","version":"hf-main","upstream":{"gated":false,"repoId":"TokenRhythm/NeoHorse-Jev-4B-GGUF","private":false,"repoUrl":"https://huggingface.co/TokenRhythm/NeoHorse-Jev-4B-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"b1bc36970f69cef2bfea75aec8f820fd3d20b040","fetchedAt":"2026-09-25T09:43:28.404Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-25T09:50:09.253Z","mirroredBy":"mirror-batch-worker","totalFiles":25,"hostedFiles":23,"mirroredBytes":23222837763,"mirroredFiles":23,"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_6c309066ebc9e63d722427c970cdcb0e9e5fa147faa66b0b94406a620daf2cde","artifactId":"hf-model-tokenrhythm-neohorse-jev-4b-gguf","representationId":"rep-96900f2fddf3e1c223dee5b4437953b129e8362111b4dbca1393517fcdb0e085","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-96900f2fddf3e1c223dee5b4437953b129e8362111b4dbca1393517fcdb0e085","artifactId":"hf-model-tokenrhythm-neohorse-jev-4b-gguf","format":"gguf","source":{"provider":"huggingface","identity":"TokenRhythm/NeoHorse-Jev-4B-GGUF","revision":"b1bc36970f69cef2bfea75aec8f820fd3d20b040","immutable":true},"files":[{"path":"NeoHorse-Jev-4B-Q4_K_M.gguf","role":"weight","sizeBytes":3394729184,"sha256":"sha256:d2d81e946be2f44954f7183572abe66558a5d3d7510cc710c874f7e90f5edce7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c6aae287cfc7333b269adb76e3f434bcea5a2e50c0762da5c05f80b0a9190b58"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:93828f606054cc68374ad890fa1f4062ca65cc824a9d469a7ea031b8282a1a20","representationDigest":"sha256:c8a8aba3b944691bac72aa11d2b5bf3c889f29d072c4bb456c08f1360fe8bc7a","evidenceSnapshotDigest":"sha256:a33aaf337a3c5ae137e0843f93fb62a5736c4413cdc9c7aa89c4ea67cd80b113","evaluatedAt":"2026-09-25T09:50:09.665Z","authorityVersion":"sha256:3bce036f5f978f7b3354196486a7d057f58083291381b1e1b7d3c214051ae3dd","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":25,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-04T02:56:47.101Z","evidence_url":"/api/manifests/hf-model-tokenrhythm-neohorse-jev-4b-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":25,"publicDownloadableFileCount":23,"externalFileCount":25,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":23222850184,"label":"21.6 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":293,"upstreamStars":3,"label":"293 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":"TokenRhythm/NeoHorse-Jev-4B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"23/25 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: TokenRhythm/NeoHorse-Jev-4B-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 23/25 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":23,"externalFiles":2,"totalFiles":25},"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-tokenrhythm-neohorse-jev-4b-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":"TokenRhythm/NeoHorse-Jev-4B-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-04T02:56:47.101Z","evidence_url":"/api/manifests/hf-model-tokenrhythm-neohorse-jev-4b-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-tokenrhythm-neohorse-jev-4b-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tokenrhythm-neohorse-jev-4b-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tokenrhythm-neohorse-jev-4b-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-tokenrhythm-neohorse-jev-4b-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tokenrhythm-neohorse-jev-4b-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":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"TokenRhythm/NeoHorse-Jev-4B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"23/25 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: TokenRhythm/NeoHorse-Jev-4B-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 23/25 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":23,"externalFiles":2,"totalFiles":25},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-tokenrhythm-neohorse-jev-4b-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-tokenrhythm-neohorse-jev-4b-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-tokenrhythm-neohorse-jev-4b-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-tokenrhythm-neohorse-jev-4b-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-tokenrhythm-neohorse-jev-4b-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-tokenrhythm-neohorse-jev-4b-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-tokenrhythm-neohorse-jev-4b-gguf/distribution"},"supportedClaims":["TokenRhythm/NeoHorse-Jev-4B-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","TokenRhythm/NeoHorse-Jev-4B-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","TokenRhythm/NeoHorse-Jev-4B-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-tokenrhythm-neohorse-jev-4b-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-tokenrhythm-neohorse-jev-4b-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-tokenrhythm-neohorse-jev-4b-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-tokenrhythm-neohorse-jev-4b-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."}}