{"bundle_version":1,"obtainReady":true,"serveVerdict":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-05T10:25:25.156Z","serveEvaluationId":"serve-2e53c2186c50776c63fcddb4fa331abe4b420307fcf603b3890b5f653f83a67f","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":5027784128,"readinessCheckedAt":"2026-11-05T10:25:25.156Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"obtainReady":true,"serveVerdict":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-05T10:25:25.156Z","serveEvaluationId":"serve-2e53c2186c50776c63fcddb4fa331abe4b420307fcf603b3890b5f653f83a67f","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":5027784128,"readinessCheckedAt":"2026-11-05T10:25:25.156Z","readinessSource":"file-check","degraded":false,"stale":false},"artifact":{"id":"hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf","repo":"mradermacher/MARSHAL-Generalist-Qwen3-8B-GGUF","type":"llm","task":"reinforcement-learning","license":"apache-2.0","visibility":"public","summary":"Model from Hugging Face for reinforcement learning: mradermacher/MARSHAL-Generalist-Qwen3-8B-GGUF · transformers","upstream":{"provider":"huggingface","repoType":"model","repoId":"mradermacher/MARSHAL-Generalist-Qwen3-8B-GGUF","repoUrl":"https://huggingface.co/mradermacher/MARSHAL-Generalist-Qwen3-8B-GGUF","revision":"9975e87023ecd7cafb29897ff0e59602ec1879ca","importMode":"external-catalog","gated":false,"private":false,"disabled":false}},"trust":{"license_decision":{"policy":"mirror","license":"apache-2.0","ids":["apache-2.0"],"status":"allowed","mirrorable":true,"publicCatalog":true,"publicCatalogUnconditional":true,"osiOpenSource":true,"unrestricted":true,"conditional":false,"conditionalEligible":false,"conditionalReason":"not_conditional","licenseId":null,"obligations":null,"conditions":[],"reason":"license_allowlisted","allowlist":["apache-2.0","mit","bsd-3-clause","bsd-2-clause","cc0-1.0","cc-by-4.0","odc-by"]},"scan_status":"passed","scan_policy_version":"hb-scan-2026-07-09.1","verification_status":"pending","hosting_status":"hosted","hosted_files":1,"signals":{"size":{"known":true,"bytes":73425337891,"label":"68.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":68,"upstreamStars":0,"label":"68 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"canonical-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mradermacher/MARSHAL-Generalist-Qwen3-8B-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/MARSHAL-Generalist-Qwen3-8B-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":"bytes-complete","canonicalState":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"completeRunnable":false,"verified":false,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_9f996f04bec09e870bc0664ffcf997a7fa3fe9b3274c45ace1baac55956479fc","artifactId":"hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf","representationId":"rep-980d4d61cb4edb23756a98d5b0207fefc3ed5bc1b7c3e7e256050485ce2fa8a6","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-980d4d61cb4edb23756a98d5b0207fefc3ed5bc1b7c3e7e256050485ce2fa8a6","artifactId":"hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf","format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/MARSHAL-Generalist-Qwen3-8B-GGUF","revision":"9975e87023ecd7cafb29897ff0e59602ec1879ca","immutable":true},"files":[{"path":"MARSHAL-Generalist-Qwen3-8B.Q4_K_M.gguf","role":"weight","sizeBytes":5027784128,"sha256":"sha256:4a7105d69bb6206a9c000404a50c7fc3ff75f2c687264b6218a19d9095c12597","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c6153d47acddcc5ca38ec40b3ca07be59ce6e072f24d9d67131101dcc1a5e323"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:385473a8070bf6ae82424128e53e18a599b71a220f206869cfb468d6061b369c","representationDigest":"sha256:41c98021f586c156774681669fae63df32024185c0485e108d2e8520c239f175","evidenceSnapshotDigest":"sha256:2ae76dbf40ec5fb8f1b43ba1f845503d7729584bd8f119574e021736a55485cf","evaluatedAt":"2026-09-15T16:21:51.908Z","authorityVersion":"sha256:432844a52e2cd017791885a15b9b687af6b3d42383e8554097ea769639ed8f7d","invalidatedBy":null,"manifestFinal":true,"obtainReady":true,"hosted":true,"hostedFiles":1,"serveAuthority":"live-serve-decision","individuallyHashedFiles":1,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":1,"strictlyDownloadableFiles":1,"strictlyDownloadableHashedFiles":1,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":14,"scope":"canonical-postgres-snapshot"},"hostedFinal":true,"hostedFiles":1,"externalFiles":13,"totalFiles":14},"action":{"id":"download","label":"Download exact selected bytes","detail":"The selected immutable representation is byte-complete; runtime compatibility is not established.","href":"/api/v1/artifacts/hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf/download-plan"}},"community_reviews":{"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":[]},"benchmark_evidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"manifest_url":"/api/manifests/hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf","manifest_key_url":"/api/keys/manifest-signing","verification":{"schema":"hugging-bay.verification-oracle-verdict.v1","status":"verified","authenticityEstablished":true,"contentAddress":{"checked":false,"result":"not-checked","expectedDigest":null,"computedDigest":null,"provesAuthenticity":false},"signatures":[{"proof":"signed-manifest","result":"valid","reason":"manifest-signature-subject-valid"}],"reason":null,"notClaimOf":{"notClaimOf":["authenticity-from-integrity","origin-of-bytes","bay-hosting","legal-advice","silence-as-evidence"],"contentAddressProves":"byte-integrity-against-a-caller-supplied-digest-only","contentAddressNeverProves":["authenticity","origin","bay-hosting"],"authenticityRequires":"at-least-one-valid-signature","authenticitySubjectRequires":"exact-artifact-id-revision-representation-and-selected-files-digest-match","notes":"A content-address match proves only that the bytes hash to the digest the caller supplied; it is NOT proof of authenticity or origin, and implies no Bay hosting. Authenticity requires at least one valid signature bound to the exact requested artifact id, revision, representation, and selected-files digest. Absence of a proof is never treated as evidence. Not legal advice."},"verdictDigest":"sha256:b9fe9329e5d82f2580eca8d55f54f6148e1d27919e9ce40fe2466dc03f510d3e"},"verification_unavailable_reason":null,"verify_url":"/api/verify","takedown_state":"active","warnings":[]},"files":[{"path":".gitattributes","sizeBytes":2422,"declaredSizeBytes":2422,"storageSizeBytes":2422,"sha256":"","risk":"low","sourceKind":"external-hf","downloadPolicy":"unavailable","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":null,"externalUrl":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T10:25:25.156Z","evidence_url":"/api/manifests/hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"MARSHAL-Generalist-Qwen3-8B.IQ4_XS.gguf","sizeBytes":4593296832,"declaredSizeBytes":4593296832,"storageSizeBytes":4593296832,"sha256":"4298d620d8034bbd2beb075e68524cf92c9b28d51e5160ecb1ffaa3341531e2a","risk":"low","sourceKind":"external-hf","downloadPolicy":"unavailable","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":null,"externalUrl":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T10:25:25.156Z","evidence_url":"/api/manifests/hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"MARSHAL-Generalist-Qwen3-8B.Q2_K.gguf","sizeBytes":3281733056,"declaredSizeBytes":3281733056,"storageSizeBytes":3281733056,"sha256":"590018050f6ba181c2998ed1f8ff44cbba7f99d3d6dec22e84d2a3e794eebe6b","risk":"low","sourceKind":"external-hf","downloadPolicy":"unavailable","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":null,"externalUrl":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T10:25:25.156Z","evidence_url":"/api/manifests/hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"MARSHAL-Generalist-Qwen3-8B.Q3_K_L.gguf","sizeBytes":4431394240,"declaredSizeBytes":4431394240,"storageSizeBytes":4431394240,"sha256":"70346a0ac706896953e3cd003b12ffd468f6fb521f6168d8d72386d93cf4f3f9","risk":"low","sourceKind":"external-hf","downloadPolicy":"unavailable","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":null,"externalUrl":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T10:25:25.156Z","evidence_url":"/api/manifests/hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"MARSHAL-Generalist-Qwen3-8B.Q3_K_M.gguf","sizeBytes":4124161472,"declaredSizeBytes":4124161472,"storageSizeBytes":4124161472,"sha256":"6350617223b5137034d6ccee147489747fb2603a3544b7e9e151e9c3227a9970","risk":"low","sourceKind":"external-hf","downloadPolicy":"unavailable","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":null,"externalUrl":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T10:25:25.156Z","evidence_url":"/api/manifests/hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"MARSHAL-Generalist-Qwen3-8B.Q3_K_S.gguf","sizeBytes":3769611712,"declaredSizeBytes":3769611712,"storageSizeBytes":3769611712,"sha256":"10072be99a064ae81680e2855c8e6202e2f42a961a24e867f4a406b590b9b477","risk":"low","sourceKind":"external-hf","downloadPolicy":"unavailable","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":null,"externalUrl":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T10:25:25.156Z","evidence_url":"/api/manifests/hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"MARSHAL-Generalist-Qwen3-8B.Q4_K_M.gguf","sizeBytes":5027784128,"declaredSizeBytes":5027784128,"storageSizeBytes":5027784128,"sha256":"4a7105d69bb6206a9c000404a50c7fc3ff75f2c687264b6218a19d9095c12597","risk":"low","sourceKind":"mirrored-upstream","downloadPolicy":"capability","hosted":true,"readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":"/api/downloads/hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf/MARSHAL-Generalist-Qwen3-8B.Q4_K_M.gguf","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T10:25:25.156Z","evidence_url":"/api/manifests/hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"MARSHAL-Generalist-Qwen3-8B.Q4_K_S.gguf","sizeBytes":4802012608,"declaredSizeBytes":4802012608,"storageSizeBytes":4802012608,"sha256":"cfe4cb2e05e536c09dd051c5d6413a462e8663223fb6be5b988619af18239b72","risk":"low","sourceKind":"external-hf","downloadPolicy":"unavailable","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":null,"externalUrl":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T10:25:25.156Z","evidence_url":"/api/manifests/hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"MARSHAL-Generalist-Qwen3-8B.Q5_K_M.gguf","sizeBytes":5851112896,"declaredSizeBytes":5851112896,"storageSizeBytes":5851112896,"sha256":"aba29915c320ad52d3259fa008d79611319e06c08895139a8982a8b9e1c0307e","risk":"low","sourceKind":"external-hf","downloadPolicy":"unavailable","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":null,"externalUrl":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T10:25:25.156Z","evidence_url":"/api/manifests/hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"MARSHAL-Generalist-Qwen3-8B.Q5_K_S.gguf","sizeBytes":5720761792,"declaredSizeBytes":5720761792,"storageSizeBytes":5720761792,"sha256":"bfb6a7bc06d911184d9679d79ac9fdade4b3fee3b1ec72edc53d8aee1ad07244","risk":"low","sourceKind":"external-hf","downloadPolicy":"unavailable","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":null,"externalUrl":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T10:25:25.156Z","evidence_url":"/api/manifests/hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"MARSHAL-Generalist-Qwen3-8B.Q6_K.gguf","sizeBytes":6725899712,"declaredSizeBytes":6725899712,"storageSizeBytes":6725899712,"sha256":"be25067a05aeb103048ab581b846958bc739081fb07bfb73cf52ff02eea7511a","risk":"low","sourceKind":"external-hf","downloadPolicy":"unavailable","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":null,"externalUrl":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T10:25:25.156Z","evidence_url":"/api/manifests/hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"MARSHAL-Generalist-Qwen3-8B.Q8_0.gguf","sizeBytes":8709518784,"declaredSizeBytes":8709518784,"storageSizeBytes":8709518784,"sha256":"690202a05e486dbd7f61a4b29bb02b978ba964f40cbfb2c3b2ba683b1cae953e","risk":"low","sourceKind":"external-hf","downloadPolicy":"unavailable","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":null,"externalUrl":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T10:25:25.156Z","evidence_url":"/api/manifests/hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"MARSHAL-Generalist-Qwen3-8B.f16.gguf","sizeBytes":16388044224,"declaredSizeBytes":16388044224,"storageSizeBytes":16388044224,"sha256":"d0ae1728f7360abd31ea64493109b6522dd38814f643e74f968ea0c2560443a5","risk":"low","sourceKind":"external-hf","downloadPolicy":"unavailable","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":null,"externalUrl":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T10:25:25.156Z","evidence_url":"/api/manifests/hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":4013,"declaredSizeBytes":4013,"storageSizeBytes":4013,"sha256":"","risk":"low","sourceKind":"external-hf","downloadPolicy":"unavailable","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":null,"externalUrl":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T10:25:25.156Z","evidence_url":"/api/manifests/hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf"},"signature_state":"unsigned"}],"generated_at":"2026-11-05T10:25:25.286Z","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T10:25:25.156Z","evidence_url":"/api/manifests/hf-model-mradermacher-marshal-generalist-qwen3-8b-gguf"}}