{"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":"2026-11-02T16:35:17.410Z","serveEvaluationId":"serve-417d0998483867da50316a19e1e061d332eaa3ff507f775c9b2f332c6b586226","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1708583424,"readinessCheckedAt":"2026-11-02T16:35:17.410Z","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":"2026-11-02T16:35:17.410Z","serveEvaluationId":"serve-417d0998483867da50316a19e1e061d332eaa3ff507f775c9b2f332c6b586226","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1708583424,"readinessCheckedAt":"2026-11-02T16:35:17.410Z","readinessSource":"file-check","degraded":false,"stale":false},"artifact":{"id":"hf-model-mradermacher-gemma-2-2b-it-ganpo-gguf","repo":"mradermacher/Gemma-2-2B-it-GANPO-GGUF","type":"llm","task":"general","license":"mit","visibility":"public","summary":"Model from Hugging Face for llm: mradermacher/Gemma-2-2B-it-GANPO-GGUF · transformers","upstream":{"provider":"huggingface","repoType":"model","repoId":"mradermacher/Gemma-2-2B-it-GANPO-GGUF","repoUrl":"https://huggingface.co/mradermacher/Gemma-2-2B-it-GANPO-GGUF","revision":"2a353e596726bceabcd889413170c3af58430c2b","importMode":"external-catalog","gated":false,"private":false,"disabled":false}},"trust":{"license_decision":{"policy":"mirror","license":"mit","ids":["mit"],"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":24502972364,"label":"22.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":76,"upstreamStars":0,"label":"76 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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mradermacher/Gemma-2-2B-it-GANPO-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: mit","Provenance: mradermacher/Gemma-2-2B-it-GANPO-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_3f7644714af6b6df12843e1996c266c2560ad9432f3d4f6257b393970f28a031","artifactId":"hf-model-mradermacher-gemma-2-2b-it-ganpo-gguf","representationId":"rep-2e10a30f1b9b72eaa110c3bb5c371c70a308230ff88ef9ac4f0246ac3faada11","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-2e10a30f1b9b72eaa110c3bb5c371c70a308230ff88ef9ac4f0246ac3faada11","artifactId":"hf-model-mradermacher-gemma-2-2b-it-ganpo-gguf","format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/Gemma-2-2B-it-GANPO-GGUF","revision":"2a353e596726bceabcd889413170c3af58430c2b","immutable":true},"files":[{"path":"Gemma-2-2B-it-GANPO.Q4_K_M.gguf","role":"weight","sizeBytes":1708583424,"sha256":"sha256:8f134017f75d46a715590454c9524d88b6810a4181ea1e5de2d3a32b3bc83720","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:45a55eebc5b6931c033aaadd2b2cf6f01ba209d0051fb809bd10898f1c0aa725"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:d1cb7ffe035ef2b1be341ccccd8bcdbb45f3891ddd07b38c3e6e102d6701f82d","representationDigest":"sha256:dfa74864aaffe8fd65b1073004a93b6e3e5bd9db763cfdcf693066016cc75713","evidenceSnapshotDigest":"sha256:26352154c2055f45921e920a92708ca4853ba874b08be682cbf4011f288c8730","evaluatedAt":"2026-08-30T01:47:33.058Z","authorityVersion":"sha256:ba879058c34d883f9d7500693023d240edc600e5a772b31fb2a4d707a38a4751","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-gemma-2-2b-it-ganpo-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-gemma-2-2b-it-ganpo-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":2326,"declaredSizeBytes":2326,"storageSizeBytes":2326,"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":"2026-11-02T16:35:17.410Z","evidence_url":"/api/manifests/hf-model-mradermacher-gemma-2-2b-it-ganpo-gguf"},"signature_state":"unsigned"},{"path":"Gemma-2-2B-it-GANPO.IQ4_XS.gguf","sizeBytes":1576204800,"declaredSizeBytes":1576204800,"storageSizeBytes":1576204800,"sha256":"ac8ecc21d34f5a08a8706ae9a5923ed51fc142286c82560d060b069e791e9143","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":"2026-11-02T16:35:17.410Z","evidence_url":"/api/manifests/hf-model-mradermacher-gemma-2-2b-it-ganpo-gguf"},"signature_state":"unsigned"},{"path":"Gemma-2-2B-it-GANPO.Q2_K.gguf","sizeBytes":1229830656,"declaredSizeBytes":1229830656,"storageSizeBytes":1229830656,"sha256":"6a296c67224909157a841d36a88201cb1311bd23ef06f48b37325ca5c8bef50b","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":"2026-11-02T16:35:17.410Z","evidence_url":"/api/manifests/hf-model-mradermacher-gemma-2-2b-it-ganpo-gguf"},"signature_state":"unsigned"},{"path":"Gemma-2-2B-it-GANPO.Q3_K_L.gguf","sizeBytes":1550436864,"declaredSizeBytes":1550436864,"storageSizeBytes":1550436864,"sha256":"55764f814ce6d505124365b4adebde944a26067a65562ff2c70fec7f89ce4b03","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":"2026-11-02T16:35:17.410Z","evidence_url":"/api/manifests/hf-model-mradermacher-gemma-2-2b-it-ganpo-gguf"},"signature_state":"unsigned"},{"path":"Gemma-2-2B-it-GANPO.Q3_K_M.gguf","sizeBytes":1461668352,"declaredSizeBytes":1461668352,"storageSizeBytes":1461668352,"sha256":"463bbd55aba5ab11f7cc1ec90e0caf3f323db49234661afae9761bebc61ca1cd","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":"2026-11-02T16:35:17.410Z","evidence_url":"/api/manifests/hf-model-mradermacher-gemma-2-2b-it-ganpo-gguf"},"signature_state":"unsigned"},{"path":"Gemma-2-2B-it-GANPO.Q3_K_S.gguf","sizeBytes":1360660992,"declaredSizeBytes":1360660992,"storageSizeBytes":1360660992,"sha256":"7d37eaa43640f44ca4097cd421e2833317a03cef31552bdbafee9d3ccd55f8ee","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":"2026-11-02T16:35:17.410Z","evidence_url":"/api/manifests/hf-model-mradermacher-gemma-2-2b-it-ganpo-gguf"},"signature_state":"unsigned"},{"path":"Gemma-2-2B-it-GANPO.Q4_K_M.gguf","sizeBytes":1708583424,"declaredSizeBytes":1708583424,"storageSizeBytes":1708583424,"sha256":"8f134017f75d46a715590454c9524d88b6810a4181ea1e5de2d3a32b3bc83720","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-gemma-2-2b-it-ganpo-gguf/Gemma-2-2B-it-GANPO.Q4_K_M.gguf","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-02T16:35:17.410Z","evidence_url":"/api/manifests/hf-model-mradermacher-gemma-2-2b-it-ganpo-gguf"},"signature_state":"signed"},{"path":"Gemma-2-2B-it-GANPO.Q4_K_S.gguf","sizeBytes":1638652416,"declaredSizeBytes":1638652416,"storageSizeBytes":1638652416,"sha256":"747e7e14322d8ca2c2ef30d69fa97d67d091b18b11b93d0481caf1e093868098","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":"2026-11-02T16:35:17.410Z","evidence_url":"/api/manifests/hf-model-mradermacher-gemma-2-2b-it-ganpo-gguf"},"signature_state":"unsigned"},{"path":"Gemma-2-2B-it-GANPO.Q5_K_M.gguf","sizeBytes":1923279360,"declaredSizeBytes":1923279360,"storageSizeBytes":1923279360,"sha256":"d2dc359dec55b84c41260c2b6a3ec45032b94281a66abe415492a458ae68e063","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":"2026-11-02T16:35:17.410Z","evidence_url":"/api/manifests/hf-model-mradermacher-gemma-2-2b-it-ganpo-gguf"},"signature_state":"unsigned"},{"path":"Gemma-2-2B-it-GANPO.Q5_K_S.gguf","sizeBytes":1882544640,"declaredSizeBytes":1882544640,"storageSizeBytes":1882544640,"sha256":"e878bbf0c42daadd7c330a5a6f36c1953b42b1dbe8d74b49391b9a36e6458662","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":"2026-11-02T16:35:17.410Z","evidence_url":"/api/manifests/hf-model-mradermacher-gemma-2-2b-it-ganpo-gguf"},"signature_state":"unsigned"},{"path":"Gemma-2-2B-it-GANPO.Q6_K.gguf","sizeBytes":2151393792,"declaredSizeBytes":2151393792,"storageSizeBytes":2151393792,"sha256":"c942c14cfec60de70e3acfc58e2baf83e05199f661ca4405b6f4bfe0df107671","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":"2026-11-02T16:35:17.410Z","evidence_url":"/api/manifests/hf-model-mradermacher-gemma-2-2b-it-ganpo-gguf"},"signature_state":"unsigned"},{"path":"Gemma-2-2B-it-GANPO.Q8_0.gguf","sizeBytes":2784496128,"declaredSizeBytes":2784496128,"storageSizeBytes":2784496128,"sha256":"ac5a6e1aa9709f571057be910f81f46cbad6983f0f16d7f9e59b7f1a1eead665","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":"2026-11-02T16:35:17.410Z","evidence_url":"/api/manifests/hf-model-mradermacher-gemma-2-2b-it-ganpo-gguf"},"signature_state":"unsigned"},{"path":"Gemma-2-2B-it-GANPO.f16.gguf","sizeBytes":5235214848,"declaredSizeBytes":5235214848,"storageSizeBytes":5235214848,"sha256":"29a544483786881c68e2b604aa78ac214a29debf672ecb650a50165228484bd5","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":"2026-11-02T16:35:17.410Z","evidence_url":"/api/manifests/hf-model-mradermacher-gemma-2-2b-it-ganpo-gguf"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":3766,"declaredSizeBytes":3766,"storageSizeBytes":3766,"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":"2026-11-02T16:35:17.410Z","evidence_url":"/api/manifests/hf-model-mradermacher-gemma-2-2b-it-ganpo-gguf"},"signature_state":"unsigned"}],"generated_at":"2026-11-02T16:36:20.445Z","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-02T16:35:17.410Z","evidence_url":"/api/manifests/hf-model-mradermacher-gemma-2-2b-it-ganpo-gguf"}}