{"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":"2026-11-03T08:57:14.214Z","serveEvaluationId":"serve-27dc9502a17570d1889db685c77bde5df642740d45db77409bcc93dcd6d24a46","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":2019379040,"readinessCheckedAt":"2026-11-03T08:57:14.214Z","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":"2026-11-03T08:57:14.214Z","serveEvaluationId":"serve-27dc9502a17570d1889db685c77bde5df642740d45db77409bcc93dcd6d24a46","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":2019379040,"readinessCheckedAt":"2026-11-03T08:57:14.214Z","readinessSource":"file-check","degraded":false,"stale":false},"artifact":{"id":"hf-model-mradermacher-llama-3-2-3b-instruct-medicalqa-gguf","repo":"mradermacher/Llama-3.2-3B-Instruct-MedicalQA-GGUF","type":"llm","task":"general","license":"apache-2.0","visibility":"public","summary":"Model from Hugging Face for llm: mradermacher/Llama-3.2-3B-Instruct-MedicalQA-GGUF · transformers","upstream":{"provider":"huggingface","repoType":"model","repoId":"mradermacher/Llama-3.2-3B-Instruct-MedicalQA-GGUF","repoUrl":"https://huggingface.co/mradermacher/Llama-3.2-3B-Instruct-MedicalQA-GGUF","revision":"093660a157075cf77d73f8a9a68e4cd71d48ee0e","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":29288906891,"label":"27.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":21,"upstreamStars":1,"label":"21 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/Llama-3.2-3B-Instruct-MedicalQA-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/Llama-3.2-3B-Instruct-MedicalQA-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_a5bb5abb4219c8cea9c9e1d749b8b4aa2422c84ef0000f128d62f264f96c8e99","artifactId":"hf-model-mradermacher-llama-3-2-3b-instruct-medicalqa-gguf","representationId":"rep-5d8c7ea4adc6209db2f0c7854dd3d41fb6543b12a664ea4343ea0db9628bea89","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-5d8c7ea4adc6209db2f0c7854dd3d41fb6543b12a664ea4343ea0db9628bea89","artifactId":"hf-model-mradermacher-llama-3-2-3b-instruct-medicalqa-gguf","format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/Llama-3.2-3B-Instruct-MedicalQA-GGUF","revision":"093660a157075cf77d73f8a9a68e4cd71d48ee0e","immutable":true},"files":[{"path":"Llama-3.2-3B-Instruct-MedicalQA.Q4_K_M.gguf","role":"weight","sizeBytes":2019379040,"sha256":"sha256:a36be3e329f4a88df3251ec9ec9ce1d37be6e786f57a2563f18504715dace72a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0e1a130c7a3ca8c978bfeb9639204707f5464e005422f9063017239b3802f0c9"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:56cd0ed206c29c4c6f8ebfaca3a55806f2e49420b396dc1d6b9f558094157784","representationDigest":"sha256:3efdfe9ff1ecb4d27320dac2f181d78fe1a2ca97cb5bf7ed4adbccc4afb0fd6f","evidenceSnapshotDigest":"sha256:33aedebae0c753a64c661686560e16348e3009ebf0c42f2d6074225c0a0b2573","evaluatedAt":"2026-09-04T23:23:47.151Z","authorityVersion":"sha256:0c4cde26cece5a6b17d0405a20c6df73da16ec6885cb016c3f26bb003d17fd61","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-llama-3-2-3b-instruct-medicalqa-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-llama-3-2-3b-instruct-medicalqa-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":2470,"declaredSizeBytes":2470,"storageSizeBytes":2470,"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":"2026-11-03T08:57:14.214Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-3-2-3b-instruct-medicalqa-gguf"},"signature_state":"unsigned"},{"path":"Llama-3.2-3B-Instruct-MedicalQA.IQ4_XS.gguf","sizeBytes":1840908128,"declaredSizeBytes":1840908128,"storageSizeBytes":1840908128,"sha256":"b245c72b9a1bf9096930b65e706fc97766ea945f5abc056f4f7032b6beb85724","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":"2026-11-03T08:57:14.214Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-3-2-3b-instruct-medicalqa-gguf"},"signature_state":"unsigned"},{"path":"Llama-3.2-3B-Instruct-MedicalQA.Q2_K.gguf","sizeBytes":1363937120,"declaredSizeBytes":1363937120,"storageSizeBytes":1363937120,"sha256":"0fdfc74532acabf6809f3552231cc5f41ea746ad416917be7522123770b05205","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":"2026-11-03T08:57:14.214Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-3-2-3b-instruct-medicalqa-gguf"},"signature_state":"unsigned"},{"path":"Llama-3.2-3B-Instruct-MedicalQA.Q3_K_L.gguf","sizeBytes":1815349088,"declaredSizeBytes":1815349088,"storageSizeBytes":1815349088,"sha256":"056cd366fcd8b62a2f1cbc43e1528fb78b84e30ac2b69e619b6d607667b1c251","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":"2026-11-03T08:57:14.214Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-3-2-3b-instruct-medicalqa-gguf"},"signature_state":"unsigned"},{"path":"Llama-3.2-3B-Instruct-MedicalQA.Q3_K_M.gguf","sizeBytes":1687160672,"declaredSizeBytes":1687160672,"storageSizeBytes":1687160672,"sha256":"ed0edd69917c53bea4164618fc1ae3e864797e9fb8ab3225108188eab2116561","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":"2026-11-03T08:57:14.214Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-3-2-3b-instruct-medicalqa-gguf"},"signature_state":"unsigned"},{"path":"Llama-3.2-3B-Instruct-MedicalQA.Q3_K_S.gguf","sizeBytes":1542850400,"declaredSizeBytes":1542850400,"storageSizeBytes":1542850400,"sha256":"7f287db96eff47b87267a1441acd04bd5b45044b5c25b284328c0b512a5cdc24","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":"2026-11-03T08:57:14.214Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-3-2-3b-instruct-medicalqa-gguf"},"signature_state":"unsigned"},{"path":"Llama-3.2-3B-Instruct-MedicalQA.Q4_K_M.gguf","sizeBytes":2019379040,"declaredSizeBytes":2019379040,"storageSizeBytes":2019379040,"sha256":"a36be3e329f4a88df3251ec9ec9ce1d37be6e786f57a2563f18504715dace72a","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-llama-3-2-3b-instruct-medicalqa-gguf/Llama-3.2-3B-Instruct-MedicalQA.Q4_K_M.gguf","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T08:57:14.214Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-3-2-3b-instruct-medicalqa-gguf"},"signature_state":"signed"},{"path":"Llama-3.2-3B-Instruct-MedicalQA.Q4_K_S.gguf","sizeBytes":1928202080,"declaredSizeBytes":1928202080,"storageSizeBytes":1928202080,"sha256":"b1c103991a56de4fbdf50a475f5c4edd4f249c03d65b4ca8d8b3dd05dc34f6b3","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":"2026-11-03T08:57:14.214Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-3-2-3b-instruct-medicalqa-gguf"},"signature_state":"unsigned"},{"path":"Llama-3.2-3B-Instruct-MedicalQA.Q5_K_M.gguf","sizeBytes":2322155360,"declaredSizeBytes":2322155360,"storageSizeBytes":2322155360,"sha256":"f4d565a2ba0eab8cacbb7b350888976dae376d7fef4ad31d52f8feacf089b5a3","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":"2026-11-03T08:57:14.214Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-3-2-3b-instruct-medicalqa-gguf"},"signature_state":"unsigned"},{"path":"Llama-3.2-3B-Instruct-MedicalQA.Q5_K_S.gguf","sizeBytes":2269513568,"declaredSizeBytes":2269513568,"storageSizeBytes":2269513568,"sha256":"0a83504d78e637b8a312279ec46bab493d96adefcd5f062e7f9fdbdc099a9f1c","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":"2026-11-03T08:57:14.214Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-3-2-3b-instruct-medicalqa-gguf"},"signature_state":"unsigned"},{"path":"Llama-3.2-3B-Instruct-MedicalQA.Q6_K.gguf","sizeBytes":2643855200,"declaredSizeBytes":2643855200,"storageSizeBytes":2643855200,"sha256":"45c05c1ed8a727df7f16a29af728cd660ef88781afaf771060b3ab5b144a16ac","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":"2026-11-03T08:57:14.214Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-3-2-3b-instruct-medicalqa-gguf"},"signature_state":"unsigned"},{"path":"Llama-3.2-3B-Instruct-MedicalQA.Q8_0.gguf","sizeBytes":3421900640,"declaredSizeBytes":3421900640,"storageSizeBytes":3421900640,"sha256":"7100ed542c0c9f8e82580de04920a907fe28d76a5a3701927b8bccf46ca39ea1","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":"2026-11-03T08:57:14.214Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-3-2-3b-instruct-medicalqa-gguf"},"signature_state":"unsigned"},{"path":"Llama-3.2-3B-Instruct-MedicalQA.f16.gguf","sizeBytes":6433689440,"declaredSizeBytes":6433689440,"storageSizeBytes":6433689440,"sha256":"549710fa84af236aa33a515562719c339d3bfa0a66af419302c1a7c0e7abfed2","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":"2026-11-03T08:57:14.214Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-3-2-3b-instruct-medicalqa-gguf"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":3685,"declaredSizeBytes":3685,"storageSizeBytes":3685,"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":"2026-11-03T08:57:14.214Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-3-2-3b-instruct-medicalqa-gguf"},"signature_state":"unsigned"}],"generated_at":"2026-11-03T08:57:14.345Z","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-03T08:57:14.214Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-3-2-3b-instruct-medicalqa-gguf"}}