{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-01T13:43:13.860Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mradermacher-assay-1-7b-gguf","repo":"mradermacher/assay-1.7b-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":1107409376,"readinessCheckedAt":"2026-11-01T13:05:13.647Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":1107409376,"readinessCheckedAt":"2026-11-01T13:05:13.647Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-mradermacher-assay-1-7b-gguf","owner":"mradermacher","name":"assay-1.7b-GGUF","repo":"mradermacher/assay-1.7b-GGUF","type":"llm","summary":"Model from Hugging Face for text classification: mradermacher/assay-1.7b-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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"Berk/assay-1.7b"},{"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":"apache-2.0","status":"recorded"},"lineage":[{"repo":"Berk/assay-1.7b","field":"baseModel"}],"parameters":null,"size":{"bytes":15959973163,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mradermacher","sourceUrl":"https://huggingface.co/mradermacher/assay-1.7b-GGUF","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","gguf","assay","decision-model","calibrated","conformal-prediction","text-classification","structured-output","en","base_model:berk/assay-1.7b","base_model:quantized:berk/assay-1.7b","license:apache-2.0","endpoints_compatible","region:us","conversational","llm","berk/assay-1.7b"],"task":"text-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","gguf"],"baseModel":"Berk/assay-1.7b","derivedFrom":"Berk/assay-1.7b","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"Berk/assay-1.7b","languages":["en"],"sourceUrl":"https://huggingface.co/mradermacher/assay-1.7b-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"text-classification","cardDataKeys":["base_model","language","library_name","license","mradermacher","quantized_by","tags"],"semanticText":"text-classification transformers llm model en berk/assay-1.7b gguf","semanticTerms":["text-classification","transformers","llm","model","en","berk/assay-1.7b","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2218},{"lfs":false,"path":"README.md","sizeBytes":3585},{"lfs":true,"path":"assay-1.7b.IQ4_XS.gguf","sizeBytes":1016281568},{"lfs":true,"path":"assay-1.7b.Q2_K.gguf","sizeBytes":777796064},{"lfs":true,"path":"assay-1.7b.Q3_K_L.gguf","sizeBytes":1003502048},{"lfs":true,"path":"assay-1.7b.Q3_K_M.gguf","sizeBytes":939538912},{"lfs":true,"path":"assay-1.7b.Q3_K_S.gguf","sizeBytes":867252704},{"lfs":true,"path":"assay-1.7b.Q4_K_M.gguf","sizeBytes":1107409376},{"lfs":true,"path":"assay-1.7b.Q4_K_S.gguf","sizeBytes":1060190688},{"lfs":true,"path":"assay-1.7b.Q5_K_M.gguf","sizeBytes":1257880032},{"lfs":true,"path":"assay-1.7b.Q5_K_S.gguf","sizeBytes":1230584288},{"lfs":true,"path":"assay-1.7b.Q6_K.gguf","sizeBytes":1417755104},{"lfs":true,"path":"assay-1.7b.Q8_0.gguf","sizeBytes":1834426848},{"lfs":true,"path":"assay-1.7b.f16.gguf","sizeBytes":3447349728}],"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":15959973163,"sizeKnown":true,"sizeLabel":"14.9 GB","sizeReason":"","declaredSizeBytes":15959973163,"defaultDownloadBytes":1107409376,"mirrorCount":1,"downloadCount":306,"stars":0,"citations":0,"updatedAt":"2026-09-24T15:09:41.944Z","createdAt":"2026-09-24T15:08:04.121Z","version":"hf-main","upstream":{"gated":false,"repoId":"mradermacher/assay-1.7b-GGUF","private":false,"repoUrl":"https://huggingface.co/mradermacher/assay-1.7b-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"a51ce3720131575bdb3212d4ef9f3b50d6a0e882","fetchedAt":"2026-09-24T15:08:04.118Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T15:09:41.944Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":1,"mirroredBytes":1107409376,"mirroredFiles":1,"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_07799aaecd86b8dff311260e6c7266bde6298b35b405b5c3b10eec9218ca4fcf","artifactId":"hf-model-mradermacher-assay-1-7b-gguf","representationId":"rep-ef2edac6bdd7366eb8718603085c9d61bfb5b10c54c6b938c66ccca0c20496aa","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-ef2edac6bdd7366eb8718603085c9d61bfb5b10c54c6b938c66ccca0c20496aa","artifactId":"hf-model-mradermacher-assay-1-7b-gguf","format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/assay-1.7b-GGUF","revision":"a51ce3720131575bdb3212d4ef9f3b50d6a0e882","immutable":true},"files":[{"path":"assay-1.7b.Q4_K_M.gguf","role":"weight","sizeBytes":1107409376,"sha256":"sha256:91326f345191c017ecc183a4421a0e0b764c67b81f7cf736d99ef974fb979ba6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:59784c42ed82edb2a581d6fe6a913cfa1f1fc9d9b9fc5f46e8b00dc80dce9a0e"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:a3aed7f99d977585a900ac18a05f5738bc2e027bddf85220901aecadedaaa4b8","representationDigest":"sha256:b45e7438b84c7f3fa344e7020029fc5a7726ac938a74cf387ab3e36032cb16d1","evidenceSnapshotDigest":"sha256:71660c0315d0fea2c452ca1ecd079a950cf2849a50989c0bde98f1287ad88d6c","evaluatedAt":"2026-09-24T15:09:42.068Z","authorityVersion":"sha256:35bcf6c709a862b7e6ffe48d172b424994df8101283bea1466dc9f15b9d36421","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":"2026-11-01T13:05:13.647Z","evidence_url":"/api/manifests/hf-model-mradermacher-assay-1-7b-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":"hosted","hosted":true,"fileCount":14,"publicDownloadableFileCount":1,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":15959973163,"label":"14.9 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":306,"upstreamStars":0,"label":"306 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":"mradermacher/assay-1.7b-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: apache-2.0","Provenance: mradermacher/assay-1.7b-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-assay-1-7b-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/assay-1.7b-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T13:05:13.647Z","evidence_url":"/api/manifests/hf-model-mradermacher-assay-1-7b-gguf"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-assay-1-7b-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-assay-1-7b-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-assay-1-7b-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-assay-1-7b-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-assay-1-7b-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":"mradermacher/assay-1.7b-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: apache-2.0","Provenance: mradermacher/assay-1.7b-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-assay-1-7b-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-assay-1-7b-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-assay-1-7b-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-assay-1-7b-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-assay-1-7b-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-assay-1-7b-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-assay-1-7b-gguf/distribution"},"supportedClaims":["mradermacher/assay-1.7b-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","mradermacher/assay-1.7b-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","mradermacher/assay-1.7b-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-assay-1-7b-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-assay-1-7b-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-assay-1-7b-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-assay-1-7b-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."}}