{"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":"2026-11-01T05:41:32.303Z","serveEvaluationId":"serve-02a63c66379f022214ec72f11a4e172f657b3bda0dfc7a64d44b09aa83bb1910","readiness":"ready","downloadReady":true,"hostedFileCount":5,"mirroredBytes":258936510,"readinessCheckedAt":"2026-11-01T05:41:32.303Z","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":"2026-11-01T05:41:32.303Z","serveEvaluationId":"serve-02a63c66379f022214ec72f11a4e172f657b3bda0dfc7a64d44b09aa83bb1910","readiness":"ready","downloadReady":true,"hostedFileCount":5,"mirroredBytes":258936510,"readinessCheckedAt":"2026-11-01T05:41:32.303Z","readinessSource":"file-check","degraded":false,"stale":false},"artifact":{"id":"hf-model-mlx-community-qwen3-8-27b-mtp-nvfp4","repo":"mlx-community/Qwen3.8-27B-MTP-nvfp4","type":"llm","task":"text-generation","license":"apache-2.0","visibility":"public","summary":"Model from Hugging Face for text generation: mlx-community/Qwen3.8-27B-MTP-nvfp4 · mlx","upstream":{"provider":"huggingface","repoType":"model","repoId":"mlx-community/Qwen3.8-27B-MTP-nvfp4","repoUrl":"https://huggingface.co/mlx-community/Qwen3.8-27B-MTP-nvfp4","revision":"b9b764dada894b8c416f89cbc8cf99bc7e20b831","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":5,"signals":{"size":{"known":true,"bytes":265663743,"label":"253.4 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1489,"upstreamStars":1,"label":"1.5K 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":"mlx-community/Qwen3.8-27B-MTP-nvfp4"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/9 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: mlx-community/Qwen3.8-27B-MTP-nvfp4","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/9 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_29cd0187b8febc0e5b0eb79c61b5c31b62a1272aa372a0c2017235e1ecbac13d","artifactId":"hf-model-mlx-community-qwen3-8-27b-mtp-nvfp4","representationId":"rep-43f6166f9e4b131be52dbfdd79f5612d36af38a2c469dcc096a057e8666d15bf","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-43f6166f9e4b131be52dbfdd79f5612d36af38a2c469dcc096a057e8666d15bf","artifactId":"hf-model-mlx-community-qwen3-8-27b-mtp-nvfp4","format":"mlx","source":{"provider":"huggingface","identity":"mlx-community/Qwen3.8-27B-MTP-nvfp4","revision":"b9b764dada894b8c416f89cbc8cf99bc7e20b831","immutable":true},"files":[{"path":"chat_template.jinja","role":"template","sizeBytes":8952,"sha256":"sha256:c3cf9e34abf4f9e36c2d72165aa9c132d3e2a725b6c2586aaa3a8af9d7a81041","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:af767e18a2a239920b170e12ad850a815aff82c212fc6ef20200c9842ac26c48"},{"path":"config.json","role":"config","sizeBytes":3802,"sha256":"sha256:1bf9683a3ba3e1f8844faf362ce6041ea99025612889101cd44a5f6533f7387a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2d851d1cd3ce7523d46a2110563091059afaf53dc449bbd210bad0ce678787a1"},{"path":"model.safetensors","role":"weight","sizeBytes":238933307,"sha256":"sha256:d73121b6ce83393e592f0ea6dcb6837a06a2e0b3a6fd3b1aaf4380b3123599ed","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:79bddd890b90f3368a2291aecd236c9ff7c9183453afb1e665658422592cdb63"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":19989325,"sha256":"sha256:06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ab7b9a8112d8f9b62c857c9bdcd77f64c5d4cfc3234bed753372181509a03046"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1124,"sha256":"sha256:66e427c470fe580fe8c7b5725d857af23d8417e37fae62667ec698306a19987b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0c0dce1d0977ac6924e74fce8646c278644ae0b9391c4d7df31f5b7e18e8554b"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:2ca31e1410d679d68048124d2af86a650074ee70802ed8e329ddcc6031b77e2d","representationDigest":"sha256:bf746aa3f00d671b0a0b7b698594abf202f33d58aa22f5052754a5be640fa103","evidenceSnapshotDigest":"sha256:e518e6223427eca3f643d12cb3a22546646f0e0c8e1f023e871472bdb0820d64","evaluatedAt":"2026-09-19T01:35:16.206Z","authorityVersion":"sha256:3349abfa0c90abcd750ff6755abd197f369203c8af8fb8afeb714f7ed4c1c67d","invalidatedBy":null,"manifestFinal":true,"obtainReady":true,"hosted":true,"hostedFiles":5,"serveAuthority":"live-serve-decision","individuallyHashedFiles":5,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":5,"strictlyDownloadableFiles":5,"strictlyDownloadableHashedFiles":5,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":9,"scope":"canonical-postgres-snapshot"},"hostedFinal":true,"hostedFiles":5,"externalFiles":4,"totalFiles":9},"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-mlx-community-qwen3-8-27b-mtp-nvfp4/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-mlx-community-qwen3-8-27b-mtp-nvfp4","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":1570,"declaredSizeBytes":1570,"storageSizeBytes":1570,"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":"2026-11-01T05:41:32.303Z","evidence_url":"/api/manifests/hf-model-mlx-community-qwen3-8-27b-mtp-nvfp4"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":1417,"declaredSizeBytes":1417,"storageSizeBytes":1417,"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":"2026-11-01T05:41:32.303Z","evidence_url":"/api/manifests/hf-model-mlx-community-qwen3-8-27b-mtp-nvfp4"},"signature_state":"unsigned"},{"path":"chat_template.jinja","sizeBytes":8952,"declaredSizeBytes":8952,"storageSizeBytes":8952,"sha256":"c3cf9e34abf4f9e36c2d72165aa9c132d3e2a725b6c2586aaa3a8af9d7a81041","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-mlx-community-qwen3-8-27b-mtp-nvfp4/chat_template.jinja","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-01T05:41:32.303Z","evidence_url":"/api/manifests/hf-model-mlx-community-qwen3-8-27b-mtp-nvfp4"},"signature_state":"unsigned"},{"path":"config.json","sizeBytes":3802,"declaredSizeBytes":3802,"storageSizeBytes":3802,"sha256":"1bf9683a3ba3e1f8844faf362ce6041ea99025612889101cd44a5f6533f7387a","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-mlx-community-qwen3-8-27b-mtp-nvfp4/config.json","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-01T05:41:32.303Z","evidence_url":"/api/manifests/hf-model-mlx-community-qwen3-8-27b-mtp-nvfp4"},"signature_state":"unsigned"},{"path":"model.safetensors","sizeBytes":238933307,"declaredSizeBytes":238933307,"storageSizeBytes":238933307,"sha256":"d73121b6ce83393e592f0ea6dcb6837a06a2e0b3a6fd3b1aaf4380b3123599ed","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-mlx-community-qwen3-8-27b-mtp-nvfp4/model.safetensors","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-01T05:41:32.303Z","evidence_url":"/api/manifests/hf-model-mlx-community-qwen3-8-27b-mtp-nvfp4"},"signature_state":"unsigned"},{"path":"model.safetensors.index.json","sizeBytes":1487,"declaredSizeBytes":1487,"storageSizeBytes":1487,"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":"2026-11-01T05:41:32.303Z","evidence_url":"/api/manifests/hf-model-mlx-community-qwen3-8-27b-mtp-nvfp4"},"signature_state":"unsigned"},{"path":"tokenizer.json","sizeBytes":19989325,"declaredSizeBytes":19989325,"storageSizeBytes":19989325,"sha256":"06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523","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-mlx-community-qwen3-8-27b-mtp-nvfp4/tokenizer.json","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-01T05:41:32.303Z","evidence_url":"/api/manifests/hf-model-mlx-community-qwen3-8-27b-mtp-nvfp4"},"signature_state":"unsigned"},{"path":"tokenizer_config.json","sizeBytes":1124,"declaredSizeBytes":1124,"storageSizeBytes":1124,"sha256":"66e427c470fe580fe8c7b5725d857af23d8417e37fae62667ec698306a19987b","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-mlx-community-qwen3-8-27b-mtp-nvfp4/tokenizer_config.json","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-01T05:41:32.303Z","evidence_url":"/api/manifests/hf-model-mlx-community-qwen3-8-27b-mtp-nvfp4"},"signature_state":"unsigned"},{"path":"vocab.json","sizeBytes":6722759,"declaredSizeBytes":6722759,"storageSizeBytes":6722759,"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":"2026-11-01T05:41:32.303Z","evidence_url":"/api/manifests/hf-model-mlx-community-qwen3-8-27b-mtp-nvfp4"},"signature_state":"unsigned"}],"generated_at":"2026-11-01T05:41:32.438Z","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-01T05:41:32.303Z","evidence_url":"/api/manifests/hf-model-mlx-community-qwen3-8-27b-mtp-nvfp4"}}