{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T20:38:35.870Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit","repo":"yaoandy107/greyscope-v2-qwen3.5-4b-mlx-4bit","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":4,"mirroredBytes":2392873613,"readinessCheckedAt":"2026-10-30T20:08:45.803Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":4,"mirroredBytes":2392873613,"readinessCheckedAt":"2026-10-30T20:08:45.803Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit","owner":"yaoandy107","name":"greyscope-v2-qwen3.5-4b-mlx-4bit","repo":"yaoandy107/greyscope-v2-qwen3.5-4b-mlx-4bit","type":"llm","summary":"Model from Hugging Face for text classification: yaoandy107/greyscope-v2-qwen3.5-4b-mlx-4bit · mlx","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":"yaoandy107/greyscope-v2-qwen3.5-4b"},{"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":"yaoandy107/greyscope-v2-qwen3.5-4b","field":"baseModel"}],"parameters":null,"size":{"bytes":2392940514,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"yaoandy107","sourceUrl":"https://huggingface.co/yaoandy107/greyscope-v2-qwen3.5-4b-mlx-4bit","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","mlx","safetensors","qwen3_5_text","ai-generated-text-detection","text-classification","int4","en","ja","zh","base_model:yaoandy107/greyscope-v2-qwen3.5-4b","base_model:quantized:yaoandy107/greyscope-v2-qwen3.5-4b","license:apache-2.0","4-bit","region:us","llm","yaoandy107/greyscope-v2-qwen3.5-4b"],"task":"text-classification","modality":"text","framework":"mlx","formats":["mlx","gitattributes","md","json","py","safetensors"],"baseModel":"yaoandy107/greyscope-v2-qwen3.5-4b","derivedFrom":"yaoandy107/greyscope-v2-qwen3.5-4b","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"yaoandy107/greyscope-v2-qwen3.5-4b","languages":["en","ja","zh"],"sourceUrl":"https://huggingface.co/yaoandy107/greyscope-v2-qwen3.5-4b-mlx-4bit","evalResults":[],"libraryName":"mlx","pipelineTag":"text-classification","cardDataKeys":["base_model","base_model_relation","inference","language","library_name","license","tags"],"semanticText":"text-classification mlx llm model en ja zh yaoandy107/greyscope-v2-qwen3.5-4b safetensors","semanticTerms":["text-classification","mlx","llm","model","en","ja","zh","yaoandy107/greyscope-v2-qwen3.5-4b","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":1378},{"lfs":false,"path":"calibration.json","sizeBytes":1414},{"lfs":false,"path":"config.json","sizeBytes":2710},{"lfs":false,"path":"greyscope_mlx_export.json","sizeBytes":185},{"lfs":false,"path":"mlx_model.py","sizeBytes":2521},{"lfs":true,"path":"model.safetensors","sizeBytes":2372879957},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":59833},{"lfs":true,"path":"tokenizer.json","sizeBytes":19989611},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1335}],"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":2392940514,"sizeKnown":true,"sizeLabel":"2.2 GB","sizeReason":"","declaredSizeBytes":2392940514,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":291,"stars":0,"citations":0,"updatedAt":"2026-09-23T06:22:39.498Z","createdAt":"2026-09-23T06:15:28.908Z","version":"hf-main","upstream":{"gated":false,"repoId":"yaoandy107/greyscope-v2-qwen3.5-4b-mlx-4bit","private":false,"repoUrl":"https://huggingface.co/yaoandy107/greyscope-v2-qwen3.5-4b-mlx-4bit","disabled":false,"provider":"huggingface","repoType":"model","revision":"59b6ec7a24cae161c4cbc85e594c586541d8f710","fetchedAt":"2026-09-23T06:15:28.903Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-23T06:22:39.498Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":4,"mirroredBytes":2392873613,"mirroredFiles":4,"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_094589c8a291775be7493166f03940cc7ffa9d277e20e54d282596fd5ef7dd37","artifactId":"hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit","representationId":"rep-28416907110015684d30a9a0994ffa3913436edd70c7390444d67bd67da26a4b","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-28416907110015684d30a9a0994ffa3913436edd70c7390444d67bd67da26a4b","artifactId":"hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit","format":"mlx","source":{"provider":"huggingface","identity":"yaoandy107/greyscope-v2-qwen3.5-4b-mlx-4bit","revision":"59b6ec7a24cae161c4cbc85e594c586541d8f710","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":2710,"sha256":"sha256:958a06c16b28f52b5367855bfb3825e8ba40e30662ae7d733d6b5acd7d1e1783","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:46b85f7988b20c7226fb9a09db3ab4b7b7063c658bf0606e5eccc7c0d689bfbe"},{"path":"model.safetensors","role":"weight","sizeBytes":2372879957,"sha256":"sha256:2573ee84f7db2c889cd8c94a542cbe4fc63ab7e4d70d26efb2aa48fb045b8b36","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b24ec2ba230eccffcbc75593f6252a8c91a26e369093a6b6d150dab18bad85fa"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":19989611,"sha256":"sha256:4ee378335b781c530a9c70c965ff5c81b55c56970781e1d477abca5c6d270b2b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4ed084fd37d3367bda517f6f3532ce54ab9c2d467cc884ccb4fb5a01b4c911c1"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1335,"sha256":"sha256:ce96f3327ea088f844868203f1f4de2e1fb41b48e37220ef22bce7d7f3f57f90","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ea2a54e98b6226dc4b28233adfd02c072a6c232b400e0b160c790e2f47d2dfc5"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:3808a87b9d985600676743693ac369532673b021f8ca07b9d591db4575b73adc","representationDigest":"sha256:1551a2e1289fa88ab490064f28ec9517485d5530d85f7991823bba4f8bd1bb73","evidenceSnapshotDigest":"sha256:b4c45e5e594547b14544f4415ee66c010fa20d1cd76462b73c099657d5fc48bf","evaluatedAt":"2026-09-23T06:22:39.877Z","authorityVersion":"sha256:eedb21ba51af69567c7d0acc4ffe782e6e5f7fda34c1c1321e90bbd5c027f627","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":4,"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":"2026-10-30T20:08:45.803Z","evidence_url":"/api/manifests/hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit"}},"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":4,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2392940514,"label":"2.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":291,"upstreamStars":0,"label":"291 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":"yaoandy107/greyscope-v2-qwen3.5-4b-mlx-4bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"4/10 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: yaoandy107/greyscope-v2-qwen3.5-4b-mlx-4bit","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 4/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":4,"externalFiles":6,"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-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"yaoandy107/greyscope-v2-qwen3.5-4b-mlx-4bit"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T20:08:45.803Z","evidence_url":"/api/manifests/hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit/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":"yaoandy107/greyscope-v2-qwen3.5-4b-mlx-4bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"4/10 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: yaoandy107/greyscope-v2-qwen3.5-4b-mlx-4bit","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 4/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":4,"externalFiles":6,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit/distribution"},"supportedClaims":["yaoandy107/greyscope-v2-qwen3.5-4b-mlx-4bit has 0 self-reported, unqualified Hugging Bay community reviews.","yaoandy107/greyscope-v2-qwen3.5-4b-mlx-4bit has 0 self-reported run claims; none qualify verification during limited availability.","yaoandy107/greyscope-v2-qwen3.5-4b-mlx-4bit 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-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-yaoandy107-greyscope-v2-qwen3-5-4b-mlx-4bit/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."}}