{"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":"2026-10-30T18:55:19.883Z","serveEvaluationId":"serve-2ffd01c5d28c0625c3b647c60b8b3cbdaa8908b8fc20f85bcffa4d06212d4b7a","readiness":"ready","downloadReady":true,"hostedFileCount":16,"mirroredBytes":41600576958,"readinessCheckedAt":"2026-10-30T18:55:19.883Z","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":"2026-10-30T18:55:19.883Z","serveEvaluationId":"serve-2ffd01c5d28c0625c3b647c60b8b3cbdaa8908b8fc20f85bcffa4d06212d4b7a","readiness":"ready","downloadReady":true,"hostedFileCount":16,"mirroredBytes":41600576958,"readinessCheckedAt":"2026-10-30T18:55:19.883Z","readinessSource":"file-check","degraded":false,"stale":false},"artifact":{"id":"hf-model-vontra-ling-3-0-flash-oq2","repo":"Vontra/Ling-3.0-flash-oQ2","type":"llm","task":"text-generation","license":"mit","visibility":"public","summary":"Model from Hugging Face for text generation: Vontra/Ling-3.0-flash-oQ2 · mlx","upstream":{"provider":"huggingface","repoType":"model","repoId":"Vontra/Ling-3.0-flash-oQ2","repoUrl":"https://huggingface.co/Vontra/Ling-3.0-flash-oQ2","revision":"b3771ccc56ec7fed4cd44283f5c3e34c5e3243db","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":16,"signals":{"size":{"known":true,"bytes":41600691522,"label":"38.7 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":521,"upstreamStars":3,"label":"521 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":"Vontra/Ling-3.0-flash-oQ2"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"16/21 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: Vontra/Ling-3.0-flash-oQ2","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 16/21 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_a4b46eda5c55bcce0e14f99392d52daa680b3c28f072ce60d295fce5ffc81a71","artifactId":"hf-model-vontra-ling-3-0-flash-oq2","representationId":"rep-0a9cac9db828f85c18335aaf23ef5de0b27f108418d652c0dc9b8eedf0677cd5","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-0a9cac9db828f85c18335aaf23ef5de0b27f108418d652c0dc9b8eedf0677cd5","artifactId":"hf-model-vontra-ling-3-0-flash-oq2","format":"mlx","source":{"provider":"huggingface","identity":"Vontra/Ling-3.0-flash-oQ2","revision":"b3771ccc56ec7fed4cd44283f5c3e34c5e3243db","immutable":true},"files":[{"path":"LICENSE","role":"support","sizeBytes":1081,"sha256":"sha256:b6c7c9c82471165c6628201ded6ab8c42565530120eec140c4dfd73f165ab6c1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fdd317fdb1107fbf6781883a05ea2b39fc3c06d06f765542418ef3bd237bc4b0"},{"path":"chat_template.jinja","role":"template","sizeBytes":6073,"sha256":"sha256:b4ab3a1c8f748e6f874d9aea102333efe7ab82528e8ab81c2eb155851e8705c6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d0539b4dac5d06cc599e69a2cc34ba4cd2ac1ffb268bcbeeb61dd8a0b15a4201"},{"path":"config.json","role":"config","sizeBytes":108965,"sha256":"sha256:21e4333b22d328a582a5445fda30c240ad712c40b21e0c53541b56e71726a2fa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:379a93f697714b05e3032e99142b8a86cc4bd552a94065aee8fd914ec022fdc5"},{"path":"model-00001-of-00009.safetensors","role":"weight","sizeBytes":5012011080,"sha256":"sha256:9dbacd3ec961849aa2df90dc240ab54e4f92fd77015fa894a9b5e83ec8432d00","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:55009b0402266afccc77fb518ed03400aaa185f0a608479f8dfb3ca77f926d41"},{"path":"model-00002-of-00009.safetensors","role":"weight","sizeBytes":5044592919,"sha256":"sha256:47de3702480ac7ca669084a7aada058335052256bd91797ab5634bce535d8da9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6edb0e25eef4f60949c43117349fd9e9ea6edd920e59b30ebc2b8b42702a4e39"},{"path":"model-00003-of-00009.safetensors","role":"weight","sizeBytes":5044592980,"sha256":"sha256:a0e50db342588ed63f6798162b201cbb584a6127ecf2d9cdc25e206c99076bb1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:702b982ebce41844a1a3466dd66573daac23a98325bc304bdc05e0f9451789be"},{"path":"model-00004-of-00009.safetensors","role":"weight","sizeBytes":5045985983,"sha256":"sha256:6116e50887f7e5507b5be110b03c1b0b9ec414e9325cc6324669357ab8c75021","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0f4d599d6bbe7a53c0307e9505763a919f9f1cea106eb611b0671f983f9979cb"},{"path":"model-00005-of-00009.safetensors","role":"weight","sizeBytes":5044593002,"sha256":"sha256:7c0d4f58a5766137352e06c975167a507f215568f047d6ebcc5841943c668be6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3de121ab1b8fdaf5c9a454028458e228f84753e19da250c775824618369656e3"},{"path":"model-00006-of-00009.safetensors","role":"weight","sizeBytes":5040135833,"sha256":"sha256:d8f36c492ea571f8e89fc00ffe8af3c331a3e32764d19fb8b09e750d3f5b5ca8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2d5417b9c4beaf5cb522b7f2971357b22f5dbb26a464072ff9d970f47b210b42"},{"path":"model-00007-of-00009.safetensors","role":"weight","sizeBytes":5045985991,"sha256":"sha256:35c0dea124dae993984e58c20d971fd5d8711bbddff19505630b33379536e164","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ccf78bcc3ac8ca3ba79d382bd55eab7ca1654b2f8fa440d32fe6eddf1d5abcaf"},{"path":"model-00008-of-00009.safetensors","role":"weight","sizeBytes":5044592982,"sha256":"sha256:7a26ad7df348c6a3731da1177c88cb9f5527a4ea72e90d18c4a14d2721d85142","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:37dd20af69bb9644667eadf53fd28f0b1489634749692b2f194147832e0260e5"},{"path":"model-00009-of-00009.safetensors","role":"weight","sizeBytes":1265535855,"sha256":"sha256:49db02b7a5dc77a8a8447e6be0436f3240ddabb949214882acaefd9c15bc2d9c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:46ac4c8b7e252e2702e07cec410ee2aee0e3dd4e598a6dbe234e50869e3cf53a"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":178231,"sha256":"sha256:d004265ff9ced4e97a907b89174cc45cfb9a60100616d66787cbec1898809a2d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:26452097315f7842cebcaa55c9e2050a6fc1557a337fd083cba8532d3959739c"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":580,"sha256":"sha256:69b63b9f81044ead642d16a5fdc01bcc737dc1183746485c8397ab14d3126614","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5e711891b8ee647724c062db7b37ec15f602b77939fec44a6121962c893f0d33"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":12205732,"sha256":"sha256:40fb9d7d7795b8bd305aeff39ce9963f3f450915b9553f2938e009be9a1fed60","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:36b35ea8de417d6f13ed9055972124a10ee71f99884889d27ba0b29837ba99b9"},{"path":"tokenizer_config.json","role":"config","sizeBytes":49671,"sha256":"sha256:2456b0372956cd3e82f17e33372148b115a94970bfd4878ba5e7e60cd3204f74","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a97f1ce296bd41752607e2e76c3566efdaa4447eef04e936f860e7dc0b6cf537"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:665a8cc66f83a879553826dd8bf4431bd2b65c221d77a5a500b51c4bd0e3d98c","representationDigest":"sha256:2ae0413fe9195c65f4855fe24eb4fea60cf7326acc11016f3e50210fd44453df","evidenceSnapshotDigest":"sha256:31981e69cdff82a69d6214a49ec21fdf31b947a4f936289762bb372830cdd95d","evaluatedAt":"2026-09-23T01:34:41.530Z","authorityVersion":"sha256:0e118e9499ee105a003e68c72d4f4f2e8faaf03637fe7e322111602167c2662f","invalidatedBy":null,"manifestFinal":true,"obtainReady":true,"hosted":true,"hostedFiles":16,"serveAuthority":"live-serve-decision","individuallyHashedFiles":16,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":16,"strictlyDownloadableFiles":16,"strictlyDownloadableHashedFiles":16,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":21,"scope":"canonical-postgres-snapshot"},"hostedFinal":true,"hostedFiles":16,"externalFiles":5,"totalFiles":21},"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-vontra-ling-3-0-flash-oq2/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-vontra-ling-3-0-flash-oq2","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":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"unsigned"},{"path":"LICENSE","sizeBytes":1081,"declaredSizeBytes":1081,"storageSizeBytes":1081,"sha256":"b6c7c9c82471165c6628201ded6ab8c42565530120eec140c4dfd73f165ab6c1","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-vontra-ling-3-0-flash-oq2/LICENSE","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"signed"},{"path":"README.md","sizeBytes":9986,"declaredSizeBytes":9986,"storageSizeBytes":9986,"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":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"unsigned"},{"path":"bailing_hybrid.py","sizeBytes":25089,"declaredSizeBytes":25089,"storageSizeBytes":25089,"sha256":"","risk":"medium","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":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"unsigned"},{"path":"chat_template.jinja","sizeBytes":6073,"declaredSizeBytes":6073,"storageSizeBytes":6073,"sha256":"b4ab3a1c8f748e6f874d9aea102333efe7ab82528e8ab81c2eb155851e8705c6","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-vontra-ling-3-0-flash-oq2/chat_template.jinja","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"signed"},{"path":"config.json","sizeBytes":108965,"declaredSizeBytes":108965,"storageSizeBytes":108965,"sha256":"21e4333b22d328a582a5445fda30c240ad712c40b21e0c53541b56e71726a2fa","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-vontra-ling-3-0-flash-oq2/config.json","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"signed"},{"path":"configuration_bailing_moe_v3.py","sizeBytes":4725,"declaredSizeBytes":4725,"storageSizeBytes":4725,"sha256":"","risk":"medium","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":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"unsigned"},{"path":"model-00001-of-00009.safetensors","sizeBytes":5012011080,"declaredSizeBytes":5012011080,"storageSizeBytes":5012011080,"sha256":"9dbacd3ec961849aa2df90dc240ab54e4f92fd77015fa894a9b5e83ec8432d00","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-vontra-ling-3-0-flash-oq2/model-00001-of-00009.safetensors","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"signed"},{"path":"model-00002-of-00009.safetensors","sizeBytes":5044592919,"declaredSizeBytes":5044592919,"storageSizeBytes":5044592919,"sha256":"47de3702480ac7ca669084a7aada058335052256bd91797ab5634bce535d8da9","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-vontra-ling-3-0-flash-oq2/model-00002-of-00009.safetensors","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"signed"},{"path":"model-00003-of-00009.safetensors","sizeBytes":5044592980,"declaredSizeBytes":5044592980,"storageSizeBytes":5044592980,"sha256":"a0e50db342588ed63f6798162b201cbb584a6127ecf2d9cdc25e206c99076bb1","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-vontra-ling-3-0-flash-oq2/model-00003-of-00009.safetensors","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"signed"},{"path":"model-00004-of-00009.safetensors","sizeBytes":5045985983,"declaredSizeBytes":5045985983,"storageSizeBytes":5045985983,"sha256":"6116e50887f7e5507b5be110b03c1b0b9ec414e9325cc6324669357ab8c75021","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-vontra-ling-3-0-flash-oq2/model-00004-of-00009.safetensors","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"signed"},{"path":"model-00005-of-00009.safetensors","sizeBytes":5044593002,"declaredSizeBytes":5044593002,"storageSizeBytes":5044593002,"sha256":"7c0d4f58a5766137352e06c975167a507f215568f047d6ebcc5841943c668be6","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-vontra-ling-3-0-flash-oq2/model-00005-of-00009.safetensors","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"signed"},{"path":"model-00006-of-00009.safetensors","sizeBytes":5040135833,"declaredSizeBytes":5040135833,"storageSizeBytes":5040135833,"sha256":"d8f36c492ea571f8e89fc00ffe8af3c331a3e32764d19fb8b09e750d3f5b5ca8","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-vontra-ling-3-0-flash-oq2/model-00006-of-00009.safetensors","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"signed"},{"path":"model-00007-of-00009.safetensors","sizeBytes":5045985991,"declaredSizeBytes":5045985991,"storageSizeBytes":5045985991,"sha256":"35c0dea124dae993984e58c20d971fd5d8711bbddff19505630b33379536e164","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-vontra-ling-3-0-flash-oq2/model-00007-of-00009.safetensors","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"signed"},{"path":"model-00008-of-00009.safetensors","sizeBytes":5044592982,"declaredSizeBytes":5044592982,"storageSizeBytes":5044592982,"sha256":"7a26ad7df348c6a3731da1177c88cb9f5527a4ea72e90d18c4a14d2721d85142","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-vontra-ling-3-0-flash-oq2/model-00008-of-00009.safetensors","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"signed"},{"path":"model-00009-of-00009.safetensors","sizeBytes":1265535855,"declaredSizeBytes":1265535855,"storageSizeBytes":1265535855,"sha256":"49db02b7a5dc77a8a8447e6be0436f3240ddabb949214882acaefd9c15bc2d9c","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-vontra-ling-3-0-flash-oq2/model-00009-of-00009.safetensors","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"signed"},{"path":"model.safetensors.index.json","sizeBytes":178231,"declaredSizeBytes":178231,"storageSizeBytes":178231,"sha256":"d004265ff9ced4e97a907b89174cc45cfb9a60100616d66787cbec1898809a2d","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-vontra-ling-3-0-flash-oq2/model.safetensors.index.json","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"signed"},{"path":"modeling_bailing_moe_v3.py","sizeBytes":73194,"declaredSizeBytes":73194,"storageSizeBytes":73194,"sha256":"","risk":"medium","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":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"unsigned"},{"path":"special_tokens_map.json","sizeBytes":580,"declaredSizeBytes":580,"storageSizeBytes":580,"sha256":"69b63b9f81044ead642d16a5fdc01bcc737dc1183746485c8397ab14d3126614","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-vontra-ling-3-0-flash-oq2/special_tokens_map.json","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"signed"},{"path":"tokenizer.json","sizeBytes":12205732,"declaredSizeBytes":12205732,"storageSizeBytes":12205732,"sha256":"40fb9d7d7795b8bd305aeff39ce9963f3f450915b9553f2938e009be9a1fed60","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-vontra-ling-3-0-flash-oq2/tokenizer.json","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"signed"},{"path":"tokenizer_config.json","sizeBytes":49671,"declaredSizeBytes":49671,"storageSizeBytes":49671,"sha256":"2456b0372956cd3e82f17e33372148b115a94970bfd4878ba5e7e60cd3204f74","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-vontra-ling-3-0-flash-oq2/tokenizer_config.json","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"},"signature_state":"signed"}],"generated_at":"2026-10-30T18:55:20.028Z","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T18:55:19.883Z","evidence_url":"/api/manifests/hf-model-vontra-ling-3-0-flash-oq2"}}