{"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-10-30T03:15:43.836Z","artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","repo":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","totalSizeBytes":56499933222,"rows":[{"path":".gitattributes","risk":"low","format":"gitattributes","sha256":"","lfsSha256":"","sizeBytes":1570,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"52373fe24473b1aa44333d318f578ae6bf04b49b","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":".gitattributes","license":"mit","declaredSizeBytes":1570,"tools":[],"peerFallbacks":[],"storageKey":"","storageGeneration":"","storageEtag":"","storageBucket":"","downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"hostingStatus":"blocked","downloadStatus":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"blocked","downloadReady":false,"hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":false,"downloadStatus":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"blocked","downloadReady":false,"hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"displayOnly":true,"authorizationRequired":true,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":false,"serveBlocked":true,"servingAuthority":"live-serve-decision"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.331Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"README.md","risk":"low","format":"md","sha256":"","lfsSha256":"","sizeBytes":5161,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"e152d280d0a51ef4d1b6b2b12129a1261a261e8e","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"README.md","license":"mit","declaredSizeBytes":5161,"tools":[],"peerFallbacks":[],"storageKey":"","storageGeneration":"","storageEtag":"","storageBucket":"","downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"hostingStatus":"blocked","downloadStatus":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"blocked","downloadReady":false,"hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":false,"downloadStatus":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"blocked","downloadReady":false,"hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"displayOnly":true,"authorizationRequired":true,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":false,"serveBlocked":true,"servingAuthority":"live-serve-decision"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.331Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"chat_format.py","risk":"medium","format":"py","sha256":"","lfsSha256":"","sizeBytes":33018,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"5b6906cea73c1ad701bbee41a483c3251a3c4173","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"chat_format.py","license":"mit","declaredSizeBytes":33018,"tools":[],"peerFallbacks":[],"storageKey":"","storageGeneration":"","storageEtag":"","storageBucket":"","downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"hostingStatus":"blocked","downloadStatus":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"blocked","downloadReady":false,"hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":false,"downloadStatus":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"blocked","downloadReady":false,"hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"displayOnly":true,"authorizationRequired":true,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":false,"serveBlocked":true,"servingAuthority":"live-serve-decision"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.331Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"config.json","risk":"low","role":"config","format":"json","review":{"batchId":"mirror-batch-2f64ba59b96121cf8a13f895e4532454702e396d34f323f8","approvedAt":"2026-09-19T13:20:39.657Z","approvedBy":"configured-admin","approvalDigest":"sha256:117070ad85430360027105f93b46db488e0d7e1e341517bdfb42d2c01176e90d"},"sha256":"sha256:689974baa74ed4e93389593e7f5fbb770945aad8118f27d55d279047a8b331f7","source":{"identity":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","immutable":true},"required":true,"sizeBytes":3842,"mirroredAt":"2026-09-19T15:21:32.673Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"edba994e42456c0e6f006fa8cfc50e3de5176422","externalUrl":null,"scanFindings":[],"sourceSha256":"689974baa74ed4e93389593e7f5fbb770945aad8118f27d55d279047a8b331f7","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:689974baa74ed4e93389593e7f5fbb770945aad8118f27d55d279047a8b331f7","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"config.json","digest":"689974baa74ed4e93389593e7f5fbb770945aad8118f27d55d279047a8b331f7","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","sizeBytes":3842},"sourceRevision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","storageProvider":"","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","observed":{"kind":"git-blob","gitOid":"edba994e42456c0e6f006fa8cfc50e3de5176422","sha256":"689974baa74ed4e93389593e7f5fbb770945aad8118f27d55d279047a8b331f7","sizeBytes":3842,"externalOid":"edba994e42456c0e6f006fa8cfc50e3de5176422"},"upstream":{"path":"config.json","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871"},"planDigest":"sha256:2264b98fd1a2d527d2e6359e9978d5277a8a7330bb10ae551a76877f9e4e812b","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:50e4fc3ba0d2805042aa981937bc9a7741d76df5945332629ba61b9d92ebdd67","observationId":"packet-observation-91ac7908dd08b2802b4b28bbcef9493e3b256152434cd60dab87fde64d5be1b2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:89e511fd686bfb3cfc74803cf959ca09a5940b54bc8d77771faa62e7ddf94f0c"},"storageSizeBytes":3842,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":"passed","licenseDecisionId":"mirror-license-acd29caad2cb9ffd3c53b3539197809d2f96071a5af45e924448ee63a4afe60c","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4/config.json","displayOnly":false,"authorizationRequired":false,"eligibilitySnapshotAt":"2026-10-30T03:15:43.836Z","artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"config.json","license":"mit","declaredSizeBytes":3842,"tools":[],"peerFallbacks":[],"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":3842,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":3842,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"hostingStatus":"hosted","manifestUrl":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":true,"serveBlocked":false,"servingAuthority":"live-serve-decision"},"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.331Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"configuration_bailing_moe_linear_v2.py","risk":"medium","format":"py","sha256":"","lfsSha256":"","sizeBytes":3447,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"f9eb15be7b443299aedc2afe9f71bff2d79445f8","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"configuration_bailing_moe_linear_v2.py","license":"mit","declaredSizeBytes":3447,"tools":[],"peerFallbacks":[],"storageKey":"","storageGeneration":"","storageEtag":"","storageBucket":"","downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"hostingStatus":"blocked","downloadStatus":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"blocked","downloadReady":false,"hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":false,"downloadStatus":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"blocked","downloadReady":false,"hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"displayOnly":true,"authorizationRequired":true,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":false,"serveBlocked":true,"servingAuthority":"live-serve-decision"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.331Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"generation_config.json","risk":"low","role":"config","format":"json","review":{"batchId":"mirror-batch-2f64ba59b96121cf8a13f895e4532454702e396d34f323f8","approvedAt":"2026-09-19T13:20:39.657Z","approvedBy":"configured-admin","approvalDigest":"sha256:117070ad85430360027105f93b46db488e0d7e1e341517bdfb42d2c01176e90d"},"sha256":"sha256:76fbf2c3b3c84a5c79553a78b4d88a8a1ae8afcf2bce9e866be2e4d558ab9b09","source":{"identity":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","immutable":true},"required":true,"sizeBytes":121,"mirroredAt":"2026-09-19T15:23:02.923Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"50cb04b2e6e4da4cb921a489280bb2782d100d37","externalUrl":null,"scanFindings":[],"sourceSha256":"76fbf2c3b3c84a5c79553a78b4d88a8a1ae8afcf2bce9e866be2e4d558ab9b09","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:76fbf2c3b3c84a5c79553a78b4d88a8a1ae8afcf2bce9e866be2e4d558ab9b09","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"generation_config.json","digest":"76fbf2c3b3c84a5c79553a78b4d88a8a1ae8afcf2bce9e866be2e4d558ab9b09","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","sizeBytes":121},"sourceRevision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","storageProvider":"","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","observed":{"kind":"git-blob","gitOid":"50cb04b2e6e4da4cb921a489280bb2782d100d37","sha256":"76fbf2c3b3c84a5c79553a78b4d88a8a1ae8afcf2bce9e866be2e4d558ab9b09","sizeBytes":121,"externalOid":"50cb04b2e6e4da4cb921a489280bb2782d100d37"},"upstream":{"path":"generation_config.json","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871"},"planDigest":"sha256:2264b98fd1a2d527d2e6359e9978d5277a8a7330bb10ae551a76877f9e4e812b","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:50e4fc3ba0d2805042aa981937bc9a7741d76df5945332629ba61b9d92ebdd67","observationId":"packet-observation-91ac7908dd08b2802b4b28bbcef9493e3b256152434cd60dab87fde64d5be1b2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:89e511fd686bfb3cfc74803cf959ca09a5940b54bc8d77771faa62e7ddf94f0c"},"storageSizeBytes":121,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":"passed","licenseDecisionId":"mirror-license-acd29caad2cb9ffd3c53b3539197809d2f96071a5af45e924448ee63a4afe60c","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4/generation_config.json","displayOnly":false,"authorizationRequired":false,"eligibilitySnapshotAt":"2026-10-30T03:15:43.836Z","artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"generation_config.json","license":"mit","declaredSizeBytes":121,"tools":[],"peerFallbacks":[],"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":121,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":121,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"hostingStatus":"hosted","manifestUrl":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":true,"serveBlocked":false,"servingAuthority":"live-serve-decision"},"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.331Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"model-00001-of-00012.safetensors","risk":"low","role":"weight","format":"safetensors","review":{"batchId":"mirror-batch-2f64ba59b96121cf8a13f895e4532454702e396d34f323f8","approvedAt":"2026-09-19T13:20:39.657Z","approvedBy":"configured-admin","approvalDigest":"sha256:117070ad85430360027105f93b46db488e0d7e1e341517bdfb42d2c01176e90d"},"sha256":"sha256:75aebe06c673bf7894bfc82148f6c06bc393ab72e25ad198979fb2ca3edb537d","source":{"identity":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","immutable":true},"required":true,"lfsSha256":"75aebe06c673bf7894bfc82148f6c06bc393ab72e25ad198979fb2ca3edb537d","sizeBytes":4999517128,"mirroredAt":"2026-09-19T15:27:37.747Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"75aebe06c673bf7894bfc82148f6c06bc393ab72e25ad198979fb2ca3edb537d","externalUrl":null,"scanFindings":[],"sourceSha256":"75aebe06c673bf7894bfc82148f6c06bc393ab72e25ad198979fb2ca3edb537d","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:75aebe06c673bf7894bfc82148f6c06bc393ab72e25ad198979fb2ca3edb537d","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"model-00001-of-00012.safetensors","digest":"75aebe06c673bf7894bfc82148f6c06bc393ab72e25ad198979fb2ca3edb537d","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","sizeBytes":4999517128},"sourceRevision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","storageProvider":"","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","observed":{"kind":"hf-lfs","gitOid":"89289b650c0e022d73849e0edb29bd59406fec55","sha256":"75aebe06c673bf7894bfc82148f6c06bc393ab72e25ad198979fb2ca3edb537d","sizeBytes":4999517128,"externalOid":"75aebe06c673bf7894bfc82148f6c06bc393ab72e25ad198979fb2ca3edb537d"},"upstream":{"path":"model-00001-of-00012.safetensors","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871"},"planDigest":"sha256:2264b98fd1a2d527d2e6359e9978d5277a8a7330bb10ae551a76877f9e4e812b","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:50e4fc3ba0d2805042aa981937bc9a7741d76df5945332629ba61b9d92ebdd67","observationId":"packet-observation-91ac7908dd08b2802b4b28bbcef9493e3b256152434cd60dab87fde64d5be1b2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:89e511fd686bfb3cfc74803cf959ca09a5940b54bc8d77771faa62e7ddf94f0c"},"storageSizeBytes":4999517128,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"sha256:75aebe06c673bf7894bfc82148f6c06bc393ab72e25ad198979fb2ca3edb537d","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":"passed","licenseDecisionId":"mirror-license-acd29caad2cb9ffd3c53b3539197809d2f96071a5af45e924448ee63a4afe60c","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4/model-00001-of-00012.safetensors","displayOnly":false,"authorizationRequired":false,"eligibilitySnapshotAt":"2026-10-30T03:15:43.836Z","artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"model-00001-of-00012.safetensors","license":"mit","declaredSizeBytes":4999517128,"tools":[],"peerFallbacks":[],"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4999517128,"readinessCheckedAt":"2026-10-30T03:16:08.332Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4999517128,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"hostingStatus":"hosted","manifestUrl":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":true,"serveBlocked":false,"servingAuthority":"live-serve-decision"},"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.332Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"model-00002-of-00012.safetensors","risk":"low","role":"weight","format":"safetensors","review":{"batchId":"mirror-batch-2f64ba59b96121cf8a13f895e4532454702e396d34f323f8","approvedAt":"2026-09-19T13:20:39.657Z","approvedBy":"configured-admin","approvalDigest":"sha256:117070ad85430360027105f93b46db488e0d7e1e341517bdfb42d2c01176e90d"},"sha256":"sha256:6d7e77f7301952f14afd5c409e61dc440a902dbee8f616684d04faacdc369a10","source":{"identity":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","immutable":true},"required":true,"lfsSha256":"6d7e77f7301952f14afd5c409e61dc440a902dbee8f616684d04faacdc369a10","sizeBytes":4998826464,"mirroredAt":"2026-09-19T15:28:06.235Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"6d7e77f7301952f14afd5c409e61dc440a902dbee8f616684d04faacdc369a10","externalUrl":null,"scanFindings":[],"sourceSha256":"6d7e77f7301952f14afd5c409e61dc440a902dbee8f616684d04faacdc369a10","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:6d7e77f7301952f14afd5c409e61dc440a902dbee8f616684d04faacdc369a10","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"model-00002-of-00012.safetensors","digest":"6d7e77f7301952f14afd5c409e61dc440a902dbee8f616684d04faacdc369a10","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","sizeBytes":4998826464},"sourceRevision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","storageProvider":"","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","observed":{"kind":"hf-lfs","gitOid":"555d4c7bbcc87c7de646d3890ad7c19923618a64","sha256":"6d7e77f7301952f14afd5c409e61dc440a902dbee8f616684d04faacdc369a10","sizeBytes":4998826464,"externalOid":"6d7e77f7301952f14afd5c409e61dc440a902dbee8f616684d04faacdc369a10"},"upstream":{"path":"model-00002-of-00012.safetensors","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871"},"planDigest":"sha256:2264b98fd1a2d527d2e6359e9978d5277a8a7330bb10ae551a76877f9e4e812b","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:50e4fc3ba0d2805042aa981937bc9a7741d76df5945332629ba61b9d92ebdd67","observationId":"packet-observation-91ac7908dd08b2802b4b28bbcef9493e3b256152434cd60dab87fde64d5be1b2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:89e511fd686bfb3cfc74803cf959ca09a5940b54bc8d77771faa62e7ddf94f0c"},"storageSizeBytes":4998826464,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"sha256:6d7e77f7301952f14afd5c409e61dc440a902dbee8f616684d04faacdc369a10","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":"passed","licenseDecisionId":"mirror-license-acd29caad2cb9ffd3c53b3539197809d2f96071a5af45e924448ee63a4afe60c","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4/model-00002-of-00012.safetensors","displayOnly":false,"authorizationRequired":false,"eligibilitySnapshotAt":"2026-10-30T03:15:43.836Z","artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"model-00002-of-00012.safetensors","license":"mit","declaredSizeBytes":4998826464,"tools":[],"peerFallbacks":[],"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4998826464,"readinessCheckedAt":"2026-10-30T03:16:08.332Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4998826464,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"hostingStatus":"hosted","manifestUrl":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":true,"serveBlocked":false,"servingAuthority":"live-serve-decision"},"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.332Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"model-00003-of-00012.safetensors","risk":"low","role":"weight","format":"safetensors","review":{"batchId":"mirror-batch-2f64ba59b96121cf8a13f895e4532454702e396d34f323f8","approvedAt":"2026-09-19T13:20:39.657Z","approvedBy":"configured-admin","approvalDigest":"sha256:117070ad85430360027105f93b46db488e0d7e1e341517bdfb42d2c01176e90d"},"sha256":"sha256:03ac7cbfdf56d9863486fd31deaa5dd23de27d04f55a2fc266654a41d8cd0746","source":{"identity":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","immutable":true},"required":true,"lfsSha256":"03ac7cbfdf56d9863486fd31deaa5dd23de27d04f55a2fc266654a41d8cd0746","sizeBytes":4999885432,"mirroredAt":"2026-09-19T15:28:40.398Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"03ac7cbfdf56d9863486fd31deaa5dd23de27d04f55a2fc266654a41d8cd0746","externalUrl":null,"scanFindings":[],"sourceSha256":"03ac7cbfdf56d9863486fd31deaa5dd23de27d04f55a2fc266654a41d8cd0746","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:03ac7cbfdf56d9863486fd31deaa5dd23de27d04f55a2fc266654a41d8cd0746","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"model-00003-of-00012.safetensors","digest":"03ac7cbfdf56d9863486fd31deaa5dd23de27d04f55a2fc266654a41d8cd0746","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","sizeBytes":4999885432},"sourceRevision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","storageProvider":"","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","observed":{"kind":"hf-lfs","gitOid":"aa9d9ec6eece5dd9a50e9dabc1c60a708c4426fa","sha256":"03ac7cbfdf56d9863486fd31deaa5dd23de27d04f55a2fc266654a41d8cd0746","sizeBytes":4999885432,"externalOid":"03ac7cbfdf56d9863486fd31deaa5dd23de27d04f55a2fc266654a41d8cd0746"},"upstream":{"path":"model-00003-of-00012.safetensors","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871"},"planDigest":"sha256:2264b98fd1a2d527d2e6359e9978d5277a8a7330bb10ae551a76877f9e4e812b","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:50e4fc3ba0d2805042aa981937bc9a7741d76df5945332629ba61b9d92ebdd67","observationId":"packet-observation-91ac7908dd08b2802b4b28bbcef9493e3b256152434cd60dab87fde64d5be1b2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:89e511fd686bfb3cfc74803cf959ca09a5940b54bc8d77771faa62e7ddf94f0c"},"storageSizeBytes":4999885432,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"sha256:03ac7cbfdf56d9863486fd31deaa5dd23de27d04f55a2fc266654a41d8cd0746","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":"passed","licenseDecisionId":"mirror-license-acd29caad2cb9ffd3c53b3539197809d2f96071a5af45e924448ee63a4afe60c","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4/model-00003-of-00012.safetensors","displayOnly":false,"authorizationRequired":false,"eligibilitySnapshotAt":"2026-10-30T03:15:43.836Z","artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"model-00003-of-00012.safetensors","license":"mit","declaredSizeBytes":4999885432,"tools":[],"peerFallbacks":[],"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4999885432,"readinessCheckedAt":"2026-10-30T03:16:08.332Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4999885432,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"hostingStatus":"hosted","manifestUrl":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":true,"serveBlocked":false,"servingAuthority":"live-serve-decision"},"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.332Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"model-00004-of-00012.safetensors","risk":"low","role":"weight","format":"safetensors","review":{"batchId":"mirror-batch-2f64ba59b96121cf8a13f895e4532454702e396d34f323f8","approvedAt":"2026-09-19T13:20:39.657Z","approvedBy":"configured-admin","approvalDigest":"sha256:117070ad85430360027105f93b46db488e0d7e1e341517bdfb42d2c01176e90d"},"sha256":"sha256:8160f67efca711502555a0e8a7c1b644f83ced76a9f86f9cc7563de38515b2bd","source":{"identity":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","immutable":true},"required":true,"lfsSha256":"8160f67efca711502555a0e8a7c1b644f83ced76a9f86f9cc7563de38515b2bd","sizeBytes":4999893824,"mirroredAt":"2026-09-19T15:27:34.641Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"8160f67efca711502555a0e8a7c1b644f83ced76a9f86f9cc7563de38515b2bd","externalUrl":null,"scanFindings":[],"sourceSha256":"8160f67efca711502555a0e8a7c1b644f83ced76a9f86f9cc7563de38515b2bd","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:8160f67efca711502555a0e8a7c1b644f83ced76a9f86f9cc7563de38515b2bd","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"model-00004-of-00012.safetensors","digest":"8160f67efca711502555a0e8a7c1b644f83ced76a9f86f9cc7563de38515b2bd","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","sizeBytes":4999893824},"sourceRevision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","storageProvider":"","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","observed":{"kind":"hf-lfs","gitOid":"082b49f943120c891350b5d0298488d387d0328a","sha256":"8160f67efca711502555a0e8a7c1b644f83ced76a9f86f9cc7563de38515b2bd","sizeBytes":4999893824,"externalOid":"8160f67efca711502555a0e8a7c1b644f83ced76a9f86f9cc7563de38515b2bd"},"upstream":{"path":"model-00004-of-00012.safetensors","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871"},"planDigest":"sha256:2264b98fd1a2d527d2e6359e9978d5277a8a7330bb10ae551a76877f9e4e812b","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:50e4fc3ba0d2805042aa981937bc9a7741d76df5945332629ba61b9d92ebdd67","observationId":"packet-observation-91ac7908dd08b2802b4b28bbcef9493e3b256152434cd60dab87fde64d5be1b2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:89e511fd686bfb3cfc74803cf959ca09a5940b54bc8d77771faa62e7ddf94f0c"},"storageSizeBytes":4999893824,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"sha256:8160f67efca711502555a0e8a7c1b644f83ced76a9f86f9cc7563de38515b2bd","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":"passed","licenseDecisionId":"mirror-license-acd29caad2cb9ffd3c53b3539197809d2f96071a5af45e924448ee63a4afe60c","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4/model-00004-of-00012.safetensors","displayOnly":false,"authorizationRequired":false,"eligibilitySnapshotAt":"2026-10-30T03:15:43.836Z","artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"model-00004-of-00012.safetensors","license":"mit","declaredSizeBytes":4999893824,"tools":[],"peerFallbacks":[],"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4999893824,"readinessCheckedAt":"2026-10-30T03:16:08.332Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4999893824,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"hostingStatus":"hosted","manifestUrl":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":true,"serveBlocked":false,"servingAuthority":"live-serve-decision"},"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.332Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"model-00005-of-00012.safetensors","risk":"low","role":"weight","format":"safetensors","review":{"batchId":"mirror-batch-2f64ba59b96121cf8a13f895e4532454702e396d34f323f8","approvedAt":"2026-09-19T13:20:39.657Z","approvedBy":"configured-admin","approvalDigest":"sha256:117070ad85430360027105f93b46db488e0d7e1e341517bdfb42d2c01176e90d"},"sha256":"sha256:9a503208f4ca5df698606db9ce8111591d284977bfa05bac22b7dbd0f876f407","source":{"identity":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","immutable":true},"required":true,"lfsSha256":"9a503208f4ca5df698606db9ce8111591d284977bfa05bac22b7dbd0f876f407","sizeBytes":4999896528,"mirroredAt":"2026-09-19T15:29:36.932Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"9a503208f4ca5df698606db9ce8111591d284977bfa05bac22b7dbd0f876f407","externalUrl":null,"scanFindings":[],"sourceSha256":"9a503208f4ca5df698606db9ce8111591d284977bfa05bac22b7dbd0f876f407","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:9a503208f4ca5df698606db9ce8111591d284977bfa05bac22b7dbd0f876f407","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"model-00005-of-00012.safetensors","digest":"9a503208f4ca5df698606db9ce8111591d284977bfa05bac22b7dbd0f876f407","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","sizeBytes":4999896528},"sourceRevision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","storageProvider":"","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","observed":{"kind":"hf-lfs","gitOid":"1df46f0fc15a470d96cbce3a74d37677f11b4343","sha256":"9a503208f4ca5df698606db9ce8111591d284977bfa05bac22b7dbd0f876f407","sizeBytes":4999896528,"externalOid":"9a503208f4ca5df698606db9ce8111591d284977bfa05bac22b7dbd0f876f407"},"upstream":{"path":"model-00005-of-00012.safetensors","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871"},"planDigest":"sha256:2264b98fd1a2d527d2e6359e9978d5277a8a7330bb10ae551a76877f9e4e812b","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:50e4fc3ba0d2805042aa981937bc9a7741d76df5945332629ba61b9d92ebdd67","observationId":"packet-observation-91ac7908dd08b2802b4b28bbcef9493e3b256152434cd60dab87fde64d5be1b2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:89e511fd686bfb3cfc74803cf959ca09a5940b54bc8d77771faa62e7ddf94f0c"},"storageSizeBytes":4999896528,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"sha256:9a503208f4ca5df698606db9ce8111591d284977bfa05bac22b7dbd0f876f407","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":"passed","licenseDecisionId":"mirror-license-acd29caad2cb9ffd3c53b3539197809d2f96071a5af45e924448ee63a4afe60c","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4/model-00005-of-00012.safetensors","displayOnly":false,"authorizationRequired":false,"eligibilitySnapshotAt":"2026-10-30T03:15:43.836Z","artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"model-00005-of-00012.safetensors","license":"mit","declaredSizeBytes":4999896528,"tools":[],"peerFallbacks":[],"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4999896528,"readinessCheckedAt":"2026-10-30T03:16:08.332Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4999896528,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"hostingStatus":"hosted","manifestUrl":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":true,"serveBlocked":false,"servingAuthority":"live-serve-decision"},"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.332Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"model-00006-of-00012.safetensors","risk":"low","role":"weight","format":"safetensors","review":{"batchId":"mirror-batch-2f64ba59b96121cf8a13f895e4532454702e396d34f323f8","approvedAt":"2026-09-19T13:20:39.657Z","approvedBy":"configured-admin","approvalDigest":"sha256:117070ad85430360027105f93b46db488e0d7e1e341517bdfb42d2c01176e90d"},"sha256":"sha256:d178d4c06764adec8c0a241fcdae07d76ddd05d008193713523355214fea72c6","source":{"identity":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","immutable":true},"required":true,"lfsSha256":"d178d4c06764adec8c0a241fcdae07d76ddd05d008193713523355214fea72c6","sizeBytes":4999892128,"mirroredAt":"2026-09-19T15:30:12.873Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"d178d4c06764adec8c0a241fcdae07d76ddd05d008193713523355214fea72c6","externalUrl":null,"scanFindings":[],"sourceSha256":"d178d4c06764adec8c0a241fcdae07d76ddd05d008193713523355214fea72c6","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:d178d4c06764adec8c0a241fcdae07d76ddd05d008193713523355214fea72c6","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"model-00006-of-00012.safetensors","digest":"d178d4c06764adec8c0a241fcdae07d76ddd05d008193713523355214fea72c6","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","sizeBytes":4999892128},"sourceRevision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","storageProvider":"","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","observed":{"kind":"hf-lfs","gitOid":"36c63175e51e911c8c3b5684efbf381bfc9add39","sha256":"d178d4c06764adec8c0a241fcdae07d76ddd05d008193713523355214fea72c6","sizeBytes":4999892128,"externalOid":"d178d4c06764adec8c0a241fcdae07d76ddd05d008193713523355214fea72c6"},"upstream":{"path":"model-00006-of-00012.safetensors","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871"},"planDigest":"sha256:2264b98fd1a2d527d2e6359e9978d5277a8a7330bb10ae551a76877f9e4e812b","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:50e4fc3ba0d2805042aa981937bc9a7741d76df5945332629ba61b9d92ebdd67","observationId":"packet-observation-91ac7908dd08b2802b4b28bbcef9493e3b256152434cd60dab87fde64d5be1b2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:89e511fd686bfb3cfc74803cf959ca09a5940b54bc8d77771faa62e7ddf94f0c"},"storageSizeBytes":4999892128,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"sha256:d178d4c06764adec8c0a241fcdae07d76ddd05d008193713523355214fea72c6","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":"passed","licenseDecisionId":"mirror-license-acd29caad2cb9ffd3c53b3539197809d2f96071a5af45e924448ee63a4afe60c","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4/model-00006-of-00012.safetensors","displayOnly":false,"authorizationRequired":false,"eligibilitySnapshotAt":"2026-10-30T03:15:43.836Z","artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"model-00006-of-00012.safetensors","license":"mit","declaredSizeBytes":4999892128,"tools":[],"peerFallbacks":[],"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4999892128,"readinessCheckedAt":"2026-10-30T03:16:08.332Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4999892128,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"hostingStatus":"hosted","manifestUrl":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":true,"serveBlocked":false,"servingAuthority":"live-serve-decision"},"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.332Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"model-00007-of-00012.safetensors","risk":"low","role":"weight","format":"safetensors","review":{"batchId":"mirror-batch-2f64ba59b96121cf8a13f895e4532454702e396d34f323f8","approvedAt":"2026-09-19T13:20:39.657Z","approvedBy":"configured-admin","approvalDigest":"sha256:117070ad85430360027105f93b46db488e0d7e1e341517bdfb42d2c01176e90d"},"sha256":"sha256:bcbd4e19c993442ccdc6e12eb003a6becaac46686152c82935a70cacf732439b","source":{"identity":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","immutable":true},"required":true,"lfsSha256":"bcbd4e19c993442ccdc6e12eb003a6becaac46686152c82935a70cacf732439b","sizeBytes":4999896672,"mirroredAt":"2026-09-19T15:27:36.449Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"bcbd4e19c993442ccdc6e12eb003a6becaac46686152c82935a70cacf732439b","externalUrl":null,"scanFindings":[],"sourceSha256":"bcbd4e19c993442ccdc6e12eb003a6becaac46686152c82935a70cacf732439b","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:bcbd4e19c993442ccdc6e12eb003a6becaac46686152c82935a70cacf732439b","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"model-00007-of-00012.safetensors","digest":"bcbd4e19c993442ccdc6e12eb003a6becaac46686152c82935a70cacf732439b","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","sizeBytes":4999896672},"sourceRevision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","storageProvider":"","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","observed":{"kind":"hf-lfs","gitOid":"84df13cbd9be02a7cd51a98cb39bb1defb20966c","sha256":"bcbd4e19c993442ccdc6e12eb003a6becaac46686152c82935a70cacf732439b","sizeBytes":4999896672,"externalOid":"bcbd4e19c993442ccdc6e12eb003a6becaac46686152c82935a70cacf732439b"},"upstream":{"path":"model-00007-of-00012.safetensors","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871"},"planDigest":"sha256:2264b98fd1a2d527d2e6359e9978d5277a8a7330bb10ae551a76877f9e4e812b","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:50e4fc3ba0d2805042aa981937bc9a7741d76df5945332629ba61b9d92ebdd67","observationId":"packet-observation-91ac7908dd08b2802b4b28bbcef9493e3b256152434cd60dab87fde64d5be1b2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:89e511fd686bfb3cfc74803cf959ca09a5940b54bc8d77771faa62e7ddf94f0c"},"storageSizeBytes":4999896672,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"sha256:bcbd4e19c993442ccdc6e12eb003a6becaac46686152c82935a70cacf732439b","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":"passed","licenseDecisionId":"mirror-license-acd29caad2cb9ffd3c53b3539197809d2f96071a5af45e924448ee63a4afe60c","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4/model-00007-of-00012.safetensors","displayOnly":false,"authorizationRequired":false,"eligibilitySnapshotAt":"2026-10-30T03:15:43.836Z","artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"model-00007-of-00012.safetensors","license":"mit","declaredSizeBytes":4999896672,"tools":[],"peerFallbacks":[],"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4999896672,"readinessCheckedAt":"2026-10-30T03:16:08.332Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4999896672,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"hostingStatus":"hosted","manifestUrl":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":true,"serveBlocked":false,"servingAuthority":"live-serve-decision"},"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.332Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"model-00008-of-00012.safetensors","risk":"low","role":"weight","format":"safetensors","review":{"batchId":"mirror-batch-2f64ba59b96121cf8a13f895e4532454702e396d34f323f8","approvedAt":"2026-09-19T13:20:39.657Z","approvedBy":"configured-admin","approvalDigest":"sha256:117070ad85430360027105f93b46db488e0d7e1e341517bdfb42d2c01176e90d"},"sha256":"sha256:d65e4af7f90ad87ffa052a9ca9a32a970bab396a5f8bdabb9adbd33b71d32385","source":{"identity":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","immutable":true},"required":true,"lfsSha256":"d65e4af7f90ad87ffa052a9ca9a32a970bab396a5f8bdabb9adbd33b71d32385","sizeBytes":4999892384,"mirroredAt":"2026-09-19T15:27:23.220Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"d65e4af7f90ad87ffa052a9ca9a32a970bab396a5f8bdabb9adbd33b71d32385","externalUrl":null,"scanFindings":[],"sourceSha256":"d65e4af7f90ad87ffa052a9ca9a32a970bab396a5f8bdabb9adbd33b71d32385","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:d65e4af7f90ad87ffa052a9ca9a32a970bab396a5f8bdabb9adbd33b71d32385","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"model-00008-of-00012.safetensors","digest":"d65e4af7f90ad87ffa052a9ca9a32a970bab396a5f8bdabb9adbd33b71d32385","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","sizeBytes":4999892384},"sourceRevision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","storageProvider":"","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","observed":{"kind":"hf-lfs","gitOid":"d022f89d67f41536b4b220fe064b711ef1f1ea80","sha256":"d65e4af7f90ad87ffa052a9ca9a32a970bab396a5f8bdabb9adbd33b71d32385","sizeBytes":4999892384,"externalOid":"d65e4af7f90ad87ffa052a9ca9a32a970bab396a5f8bdabb9adbd33b71d32385"},"upstream":{"path":"model-00008-of-00012.safetensors","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871"},"planDigest":"sha256:2264b98fd1a2d527d2e6359e9978d5277a8a7330bb10ae551a76877f9e4e812b","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:50e4fc3ba0d2805042aa981937bc9a7741d76df5945332629ba61b9d92ebdd67","observationId":"packet-observation-91ac7908dd08b2802b4b28bbcef9493e3b256152434cd60dab87fde64d5be1b2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:89e511fd686bfb3cfc74803cf959ca09a5940b54bc8d77771faa62e7ddf94f0c"},"storageSizeBytes":4999892384,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"sha256:d65e4af7f90ad87ffa052a9ca9a32a970bab396a5f8bdabb9adbd33b71d32385","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":"passed","licenseDecisionId":"mirror-license-acd29caad2cb9ffd3c53b3539197809d2f96071a5af45e924448ee63a4afe60c","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4/model-00008-of-00012.safetensors","displayOnly":false,"authorizationRequired":false,"eligibilitySnapshotAt":"2026-10-30T03:15:43.836Z","artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"model-00008-of-00012.safetensors","license":"mit","declaredSizeBytes":4999892384,"tools":[],"peerFallbacks":[],"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4999892384,"readinessCheckedAt":"2026-10-30T03:16:08.332Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4999892384,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"hostingStatus":"hosted","manifestUrl":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":true,"serveBlocked":false,"servingAuthority":"live-serve-decision"},"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.332Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"model-00009-of-00012.safetensors","risk":"low","role":"weight","format":"safetensors","review":{"batchId":"mirror-batch-2f64ba59b96121cf8a13f895e4532454702e396d34f323f8","approvedAt":"2026-09-19T13:20:39.657Z","approvedBy":"configured-admin","approvalDigest":"sha256:117070ad85430360027105f93b46db488e0d7e1e341517bdfb42d2c01176e90d"},"sha256":"sha256:4aaacbfbc3de52ed319bb21dcc84852412ff5663595fb3791c0325fb48beb9ab","source":{"identity":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","immutable":true},"required":true,"lfsSha256":"4aaacbfbc3de52ed319bb21dcc84852412ff5663595fb3791c0325fb48beb9ab","sizeBytes":4999896792,"mirroredAt":"2026-09-19T15:29:10.675Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"4aaacbfbc3de52ed319bb21dcc84852412ff5663595fb3791c0325fb48beb9ab","externalUrl":null,"scanFindings":[],"sourceSha256":"4aaacbfbc3de52ed319bb21dcc84852412ff5663595fb3791c0325fb48beb9ab","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:4aaacbfbc3de52ed319bb21dcc84852412ff5663595fb3791c0325fb48beb9ab","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"model-00009-of-00012.safetensors","digest":"4aaacbfbc3de52ed319bb21dcc84852412ff5663595fb3791c0325fb48beb9ab","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","sizeBytes":4999896792},"sourceRevision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","storageProvider":"","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","observed":{"kind":"hf-lfs","gitOid":"e4ea109677a76a2f6e21099e7b8c7dd6826b02fc","sha256":"4aaacbfbc3de52ed319bb21dcc84852412ff5663595fb3791c0325fb48beb9ab","sizeBytes":4999896792,"externalOid":"4aaacbfbc3de52ed319bb21dcc84852412ff5663595fb3791c0325fb48beb9ab"},"upstream":{"path":"model-00009-of-00012.safetensors","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871"},"planDigest":"sha256:2264b98fd1a2d527d2e6359e9978d5277a8a7330bb10ae551a76877f9e4e812b","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:50e4fc3ba0d2805042aa981937bc9a7741d76df5945332629ba61b9d92ebdd67","observationId":"packet-observation-91ac7908dd08b2802b4b28bbcef9493e3b256152434cd60dab87fde64d5be1b2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:89e511fd686bfb3cfc74803cf959ca09a5940b54bc8d77771faa62e7ddf94f0c"},"storageSizeBytes":4999896792,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"sha256:4aaacbfbc3de52ed319bb21dcc84852412ff5663595fb3791c0325fb48beb9ab","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":"passed","licenseDecisionId":"mirror-license-acd29caad2cb9ffd3c53b3539197809d2f96071a5af45e924448ee63a4afe60c","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4/model-00009-of-00012.safetensors","displayOnly":false,"authorizationRequired":false,"eligibilitySnapshotAt":"2026-10-30T03:15:43.836Z","artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"model-00009-of-00012.safetensors","license":"mit","declaredSizeBytes":4999896792,"tools":[],"peerFallbacks":[],"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4999896792,"readinessCheckedAt":"2026-10-30T03:16:08.332Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4999896792,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"hostingStatus":"hosted","manifestUrl":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":true,"serveBlocked":false,"servingAuthority":"live-serve-decision"},"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.332Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"model-00010-of-00012.safetensors","risk":"low","role":"weight","format":"safetensors","review":{"batchId":"mirror-batch-2f64ba59b96121cf8a13f895e4532454702e396d34f323f8","approvedAt":"2026-09-19T13:20:39.657Z","approvedBy":"configured-admin","approvalDigest":"sha256:117070ad85430360027105f93b46db488e0d7e1e341517bdfb42d2c01176e90d"},"sha256":"sha256:14dc330663c849b185fbfb05dbcc8c7eddbf0c8abaaacd0c3bc9814042a75482","source":{"identity":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","immutable":true},"required":true,"lfsSha256":"14dc330663c849b185fbfb05dbcc8c7eddbf0c8abaaacd0c3bc9814042a75482","sizeBytes":4998833392,"mirroredAt":"2026-09-19T15:28:45.116Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"14dc330663c849b185fbfb05dbcc8c7eddbf0c8abaaacd0c3bc9814042a75482","externalUrl":null,"scanFindings":[],"sourceSha256":"14dc330663c849b185fbfb05dbcc8c7eddbf0c8abaaacd0c3bc9814042a75482","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:14dc330663c849b185fbfb05dbcc8c7eddbf0c8abaaacd0c3bc9814042a75482","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"model-00010-of-00012.safetensors","digest":"14dc330663c849b185fbfb05dbcc8c7eddbf0c8abaaacd0c3bc9814042a75482","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","sizeBytes":4998833392},"sourceRevision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","storageProvider":"","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","observed":{"kind":"hf-lfs","gitOid":"f4606a50cb6880264fdafea5b4ff61f3177ad3f7","sha256":"14dc330663c849b185fbfb05dbcc8c7eddbf0c8abaaacd0c3bc9814042a75482","sizeBytes":4998833392,"externalOid":"14dc330663c849b185fbfb05dbcc8c7eddbf0c8abaaacd0c3bc9814042a75482"},"upstream":{"path":"model-00010-of-00012.safetensors","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871"},"planDigest":"sha256:2264b98fd1a2d527d2e6359e9978d5277a8a7330bb10ae551a76877f9e4e812b","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:50e4fc3ba0d2805042aa981937bc9a7741d76df5945332629ba61b9d92ebdd67","observationId":"packet-observation-91ac7908dd08b2802b4b28bbcef9493e3b256152434cd60dab87fde64d5be1b2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:89e511fd686bfb3cfc74803cf959ca09a5940b54bc8d77771faa62e7ddf94f0c"},"storageSizeBytes":4998833392,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"sha256:14dc330663c849b185fbfb05dbcc8c7eddbf0c8abaaacd0c3bc9814042a75482","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":"passed","licenseDecisionId":"mirror-license-acd29caad2cb9ffd3c53b3539197809d2f96071a5af45e924448ee63a4afe60c","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4/model-00010-of-00012.safetensors","displayOnly":false,"authorizationRequired":false,"eligibilitySnapshotAt":"2026-10-30T03:15:43.836Z","artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"model-00010-of-00012.safetensors","license":"mit","declaredSizeBytes":4998833392,"tools":[],"peerFallbacks":[],"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4998833392,"readinessCheckedAt":"2026-10-30T03:16:08.332Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4998833392,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"hostingStatus":"hosted","manifestUrl":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":true,"serveBlocked":false,"servingAuthority":"live-serve-decision"},"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.332Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"model-00011-of-00012.safetensors","risk":"low","role":"weight","format":"safetensors","review":{"batchId":"mirror-batch-2f64ba59b96121cf8a13f895e4532454702e396d34f323f8","approvedAt":"2026-09-19T13:20:39.657Z","approvedBy":"configured-admin","approvalDigest":"sha256:117070ad85430360027105f93b46db488e0d7e1e341517bdfb42d2c01176e90d"},"sha256":"sha256:19717ed540bc6368259358d4458e709bf164fed71a17390b8a309b5533e32e2a","source":{"identity":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","immutable":true},"required":true,"lfsSha256":"19717ed540bc6368259358d4458e709bf164fed71a17390b8a309b5533e32e2a","sizeBytes":4999892176,"mirroredAt":"2026-09-19T15:26:11.147Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"19717ed540bc6368259358d4458e709bf164fed71a17390b8a309b5533e32e2a","externalUrl":null,"scanFindings":[],"sourceSha256":"19717ed540bc6368259358d4458e709bf164fed71a17390b8a309b5533e32e2a","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:19717ed540bc6368259358d4458e709bf164fed71a17390b8a309b5533e32e2a","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"model-00011-of-00012.safetensors","digest":"19717ed540bc6368259358d4458e709bf164fed71a17390b8a309b5533e32e2a","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","sizeBytes":4999892176},"sourceRevision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","storageProvider":"","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","observed":{"kind":"hf-lfs","gitOid":"80b6cf99ced2e27713dc4934a12dc031fc522896","sha256":"19717ed540bc6368259358d4458e709bf164fed71a17390b8a309b5533e32e2a","sizeBytes":4999892176,"externalOid":"19717ed540bc6368259358d4458e709bf164fed71a17390b8a309b5533e32e2a"},"upstream":{"path":"model-00011-of-00012.safetensors","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871"},"planDigest":"sha256:2264b98fd1a2d527d2e6359e9978d5277a8a7330bb10ae551a76877f9e4e812b","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:50e4fc3ba0d2805042aa981937bc9a7741d76df5945332629ba61b9d92ebdd67","observationId":"packet-observation-91ac7908dd08b2802b4b28bbcef9493e3b256152434cd60dab87fde64d5be1b2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:89e511fd686bfb3cfc74803cf959ca09a5940b54bc8d77771faa62e7ddf94f0c"},"storageSizeBytes":4999892176,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"sha256:19717ed540bc6368259358d4458e709bf164fed71a17390b8a309b5533e32e2a","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":"passed","licenseDecisionId":"mirror-license-acd29caad2cb9ffd3c53b3539197809d2f96071a5af45e924448ee63a4afe60c","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4/model-00011-of-00012.safetensors","displayOnly":false,"authorizationRequired":false,"eligibilitySnapshotAt":"2026-10-30T03:15:43.836Z","artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"model-00011-of-00012.safetensors","license":"mit","declaredSizeBytes":4999892176,"tools":[],"peerFallbacks":[],"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4999892176,"readinessCheckedAt":"2026-10-30T03:16:08.332Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4999892176,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"hostingStatus":"hosted","manifestUrl":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":true,"serveBlocked":false,"servingAuthority":"live-serve-decision"},"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.332Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"model-00012-of-00012.safetensors","risk":"low","role":"weight","format":"safetensors","review":{"batchId":"mirror-batch-2f64ba59b96121cf8a13f895e4532454702e396d34f323f8","approvedAt":"2026-09-19T13:20:39.657Z","approvedBy":"configured-admin","approvalDigest":"sha256:117070ad85430360027105f93b46db488e0d7e1e341517bdfb42d2c01176e90d"},"sha256":"sha256:0a1413da426840e35ea7a57ee01da102db665b30882e31a963c0770211eb93f1","source":{"identity":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","immutable":true},"required":true,"lfsSha256":"0a1413da426840e35ea7a57ee01da102db665b30882e31a963c0770211eb93f1","sizeBytes":1488776768,"mirroredAt":"2026-09-19T15:24:06.050Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"0a1413da426840e35ea7a57ee01da102db665b30882e31a963c0770211eb93f1","externalUrl":null,"scanFindings":[],"sourceSha256":"0a1413da426840e35ea7a57ee01da102db665b30882e31a963c0770211eb93f1","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:0a1413da426840e35ea7a57ee01da102db665b30882e31a963c0770211eb93f1","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"model-00012-of-00012.safetensors","digest":"0a1413da426840e35ea7a57ee01da102db665b30882e31a963c0770211eb93f1","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","sizeBytes":1488776768},"sourceRevision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","storageProvider":"","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","observed":{"kind":"hf-lfs","gitOid":"2664fc7fe51d48779fe078545bcbc1ff391cc26a","sha256":"0a1413da426840e35ea7a57ee01da102db665b30882e31a963c0770211eb93f1","sizeBytes":1488776768,"externalOid":"0a1413da426840e35ea7a57ee01da102db665b30882e31a963c0770211eb93f1"},"upstream":{"path":"model-00012-of-00012.safetensors","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871"},"planDigest":"sha256:2264b98fd1a2d527d2e6359e9978d5277a8a7330bb10ae551a76877f9e4e812b","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:50e4fc3ba0d2805042aa981937bc9a7741d76df5945332629ba61b9d92ebdd67","observationId":"packet-observation-91ac7908dd08b2802b4b28bbcef9493e3b256152434cd60dab87fde64d5be1b2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:89e511fd686bfb3cfc74803cf959ca09a5940b54bc8d77771faa62e7ddf94f0c"},"storageSizeBytes":1488776768,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"sha256:0a1413da426840e35ea7a57ee01da102db665b30882e31a963c0770211eb93f1","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":"passed","licenseDecisionId":"mirror-license-acd29caad2cb9ffd3c53b3539197809d2f96071a5af45e924448ee63a4afe60c","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4/model-00012-of-00012.safetensors","displayOnly":false,"authorizationRequired":false,"eligibilitySnapshotAt":"2026-10-30T03:15:43.836Z","artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"model-00012-of-00012.safetensors","license":"mit","declaredSizeBytes":1488776768,"tools":[],"peerFallbacks":[],"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1488776768,"readinessCheckedAt":"2026-10-30T03:16:08.332Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1488776768,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"hostingStatus":"hosted","manifestUrl":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":true,"serveBlocked":false,"servingAuthority":"live-serve-decision"},"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.332Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"model.safetensors.index.json","risk":"low","role":"index","format":"json","review":{"batchId":"mirror-batch-2f64ba59b96121cf8a13f895e4532454702e396d34f323f8","approvedAt":"2026-09-19T13:20:39.657Z","approvedBy":"configured-admin","approvalDigest":"sha256:117070ad85430360027105f93b46db488e0d7e1e341517bdfb42d2c01176e90d"},"sha256":"sha256:60e3133a8471d25899df7a739120718ccac4809c443c8571379275fc628303c6","source":{"identity":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","immutable":true},"required":true,"sizeBytes":6991312,"mirroredAt":"2026-09-19T15:21:32.347Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"3243db6a6407384a81559cc5094bbdbd980e3c43","externalUrl":null,"scanFindings":[],"sourceSha256":"60e3133a8471d25899df7a739120718ccac4809c443c8571379275fc628303c6","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:60e3133a8471d25899df7a739120718ccac4809c443c8571379275fc628303c6","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"model.safetensors.index.json","digest":"60e3133a8471d25899df7a739120718ccac4809c443c8571379275fc628303c6","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","sizeBytes":6991312},"sourceRevision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","storageProvider":"","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","observed":{"kind":"git-blob","gitOid":"3243db6a6407384a81559cc5094bbdbd980e3c43","sha256":"60e3133a8471d25899df7a739120718ccac4809c443c8571379275fc628303c6","sizeBytes":6991312,"externalOid":"3243db6a6407384a81559cc5094bbdbd980e3c43"},"upstream":{"path":"model.safetensors.index.json","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871"},"planDigest":"sha256:2264b98fd1a2d527d2e6359e9978d5277a8a7330bb10ae551a76877f9e4e812b","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:50e4fc3ba0d2805042aa981937bc9a7741d76df5945332629ba61b9d92ebdd67","observationId":"packet-observation-91ac7908dd08b2802b4b28bbcef9493e3b256152434cd60dab87fde64d5be1b2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:89e511fd686bfb3cfc74803cf959ca09a5940b54bc8d77771faa62e7ddf94f0c"},"storageSizeBytes":6991312,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":"passed","licenseDecisionId":"mirror-license-acd29caad2cb9ffd3c53b3539197809d2f96071a5af45e924448ee63a4afe60c","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4/model.safetensors.index.json","displayOnly":false,"authorizationRequired":false,"eligibilitySnapshotAt":"2026-10-30T03:15:43.836Z","artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"model.safetensors.index.json","license":"mit","declaredSizeBytes":6991312,"tools":[],"peerFallbacks":[],"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":6991312,"readinessCheckedAt":"2026-10-30T03:16:08.332Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":6991312,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"hostingStatus":"hosted","manifestUrl":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":true,"serveBlocked":false,"servingAuthority":"live-serve-decision"},"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.332Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"modeling_bailing_moe_linear_v2.py","risk":"medium","format":"py","sha256":"","lfsSha256":"","sizeBytes":82670,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"49bc6ad623e223f4f26a269d02ecd45da212c38f","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"modeling_bailing_moe_linear_v2.py","license":"mit","declaredSizeBytes":82670,"tools":[],"peerFallbacks":[],"storageKey":"","storageGeneration":"","storageEtag":"","storageBucket":"","downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"hostingStatus":"blocked","downloadStatus":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"blocked","downloadReady":false,"hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T03:16:08.332Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":false,"downloadStatus":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"blocked","downloadReady":false,"hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T03:16:08.332Z","readinessSource":"file-check","degraded":false,"stale":false},"displayOnly":true,"authorizationRequired":true,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":false,"serveBlocked":true,"servingAuthority":"live-serve-decision"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.332Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"recipe.yaml","risk":"low","format":"yaml","sha256":"","lfsSha256":"","sizeBytes":733,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"57fad4adbd5b7e987320badd1b7716171c1376ca","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"recipe.yaml","license":"mit","declaredSizeBytes":733,"tools":[],"peerFallbacks":[],"storageKey":"","storageGeneration":"","storageEtag":"","storageBucket":"","downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"hostingStatus":"blocked","downloadStatus":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"blocked","downloadReady":false,"hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T03:16:08.332Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":false,"downloadStatus":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"blocked","downloadReady":false,"hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T03:16:08.332Z","readinessSource":"file-check","degraded":false,"stale":false},"displayOnly":true,"authorizationRequired":true,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":false,"serveBlocked":true,"servingAuthority":"live-serve-decision"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.332Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"special_tokens_map.json","risk":"low","role":"tokenizer","format":"json","review":{"batchId":"mirror-batch-2f64ba59b96121cf8a13f895e4532454702e396d34f323f8","approvedAt":"2026-09-19T13:20:39.657Z","approvedBy":"configured-admin","approvalDigest":"sha256:117070ad85430360027105f93b46db488e0d7e1e341517bdfb42d2c01176e90d"},"sha256":"sha256:f1fa4f8b8c24126a0c2a5d9b2de0fee32abbddf22f48c068e5cf42bc0a9b68ab","source":{"identity":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","immutable":true},"required":true,"sizeBytes":153,"mirroredAt":"2026-09-19T15:22:22.188Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"1ae52c669d6206c42bc2afb9ec40737e821fd996","externalUrl":null,"scanFindings":[],"sourceSha256":"f1fa4f8b8c24126a0c2a5d9b2de0fee32abbddf22f48c068e5cf42bc0a9b68ab","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:f1fa4f8b8c24126a0c2a5d9b2de0fee32abbddf22f48c068e5cf42bc0a9b68ab","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"special_tokens_map.json","digest":"f1fa4f8b8c24126a0c2a5d9b2de0fee32abbddf22f48c068e5cf42bc0a9b68ab","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","sizeBytes":153},"sourceRevision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","storageProvider":"","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","observed":{"kind":"git-blob","gitOid":"1ae52c669d6206c42bc2afb9ec40737e821fd996","sha256":"f1fa4f8b8c24126a0c2a5d9b2de0fee32abbddf22f48c068e5cf42bc0a9b68ab","sizeBytes":153,"externalOid":"1ae52c669d6206c42bc2afb9ec40737e821fd996"},"upstream":{"path":"special_tokens_map.json","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871"},"planDigest":"sha256:2264b98fd1a2d527d2e6359e9978d5277a8a7330bb10ae551a76877f9e4e812b","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:50e4fc3ba0d2805042aa981937bc9a7741d76df5945332629ba61b9d92ebdd67","observationId":"packet-observation-91ac7908dd08b2802b4b28bbcef9493e3b256152434cd60dab87fde64d5be1b2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:89e511fd686bfb3cfc74803cf959ca09a5940b54bc8d77771faa62e7ddf94f0c"},"storageSizeBytes":153,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":"passed","licenseDecisionId":"mirror-license-acd29caad2cb9ffd3c53b3539197809d2f96071a5af45e924448ee63a4afe60c","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4/special_tokens_map.json","displayOnly":false,"authorizationRequired":false,"eligibilitySnapshotAt":"2026-10-30T03:15:43.836Z","artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"special_tokens_map.json","license":"mit","declaredSizeBytes":153,"tools":[],"peerFallbacks":[],"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":153,"readinessCheckedAt":"2026-10-30T03:16:08.332Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":153,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"hostingStatus":"hosted","manifestUrl":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":true,"serveBlocked":false,"servingAuthority":"live-serve-decision"},"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.332Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"tokenization_bailing.py","risk":"medium","format":"py","sha256":"","lfsSha256":"","sizeBytes":43861,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"4bfbb1d922b1a28132b9e02a2415aa931be0c170","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"tokenization_bailing.py","license":"mit","declaredSizeBytes":43861,"tools":[],"peerFallbacks":[],"storageKey":"","storageGeneration":"","storageEtag":"","storageBucket":"","downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"hostingStatus":"blocked","downloadStatus":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"blocked","downloadReady":false,"hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T03:16:08.332Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":false,"downloadStatus":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"blocked","downloadReady":false,"hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T03:16:08.332Z","readinessSource":"file-check","degraded":false,"stale":false},"displayOnly":true,"authorizationRequired":true,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":false,"serveBlocked":true,"servingAuthority":"live-serve-decision"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.332Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"tokenizer.json","risk":"low","role":"tokenizer","format":"json","review":{"batchId":"mirror-batch-2f64ba59b96121cf8a13f895e4532454702e396d34f323f8","approvedAt":"2026-09-19T13:20:39.657Z","approvedBy":"configured-admin","approvalDigest":"sha256:117070ad85430360027105f93b46db488e0d7e1e341517bdfb42d2c01176e90d"},"sha256":"sha256:23895938c755ebef359350a758831dc230a481428155d0f50a236d572e860b21","source":{"identity":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","immutable":true},"required":true,"lfsSha256":"23895938c755ebef359350a758831dc230a481428155d0f50a236d572e860b21","sizeBytes":7663404,"mirroredAt":"2026-09-19T15:22:21.752Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"23895938c755ebef359350a758831dc230a481428155d0f50a236d572e860b21","externalUrl":null,"scanFindings":[],"sourceSha256":"23895938c755ebef359350a758831dc230a481428155d0f50a236d572e860b21","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:23895938c755ebef359350a758831dc230a481428155d0f50a236d572e860b21","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"tokenizer.json","digest":"23895938c755ebef359350a758831dc230a481428155d0f50a236d572e860b21","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","sizeBytes":7663404},"sourceRevision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","storageProvider":"","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","observed":{"kind":"hf-lfs","gitOid":"9f0c75241ac33c5899c476d18bf0db3a3c329d72","sha256":"23895938c755ebef359350a758831dc230a481428155d0f50a236d572e860b21","sizeBytes":7663404,"externalOid":"23895938c755ebef359350a758831dc230a481428155d0f50a236d572e860b21"},"upstream":{"path":"tokenizer.json","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871"},"planDigest":"sha256:2264b98fd1a2d527d2e6359e9978d5277a8a7330bb10ae551a76877f9e4e812b","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:50e4fc3ba0d2805042aa981937bc9a7741d76df5945332629ba61b9d92ebdd67","observationId":"packet-observation-91ac7908dd08b2802b4b28bbcef9493e3b256152434cd60dab87fde64d5be1b2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:89e511fd686bfb3cfc74803cf959ca09a5940b54bc8d77771faa62e7ddf94f0c"},"storageSizeBytes":7663404,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"sha256:23895938c755ebef359350a758831dc230a481428155d0f50a236d572e860b21","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":"passed","licenseDecisionId":"mirror-license-acd29caad2cb9ffd3c53b3539197809d2f96071a5af45e924448ee63a4afe60c","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4/tokenizer.json","displayOnly":false,"authorizationRequired":false,"eligibilitySnapshotAt":"2026-10-30T03:15:43.836Z","artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"tokenizer.json","license":"mit","declaredSizeBytes":7663404,"tools":[],"peerFallbacks":[],"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":7663404,"readinessCheckedAt":"2026-10-30T03:16:08.333Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":7663404,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"hostingStatus":"hosted","manifestUrl":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":true,"serveBlocked":false,"servingAuthority":"live-serve-decision"},"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.333Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"},{"path":"tokenizer_config.json","risk":"low","role":"config","format":"json","review":{"batchId":"mirror-batch-2f64ba59b96121cf8a13f895e4532454702e396d34f323f8","approvedAt":"2026-09-19T13:20:39.657Z","approvedBy":"configured-admin","approvalDigest":"sha256:117070ad85430360027105f93b46db488e0d7e1e341517bdfb42d2c01176e90d"},"sha256":"sha256:98fd42e97e86702eebcdbbe62b5fef8418fcd6a99c7ee0b699511044495c8116","source":{"identity":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","immutable":true},"required":true,"sizeBytes":4242,"mirroredAt":"2026-09-19T15:23:03.481Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"a986fbd2d727b5935a3cb2e616237ddc0a139e73","externalUrl":null,"scanFindings":[],"sourceSha256":"98fd42e97e86702eebcdbbe62b5fef8418fcd6a99c7ee0b699511044495c8116","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:98fd42e97e86702eebcdbbe62b5fef8418fcd6a99c7ee0b699511044495c8116","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"tokenizer_config.json","digest":"98fd42e97e86702eebcdbbe62b5fef8418fcd6a99c7ee0b699511044495c8116","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","sizeBytes":4242},"sourceRevision":"b54c68dc3ffa74ba1733c6b1395148d24f467871","storageProvider":"","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","observed":{"kind":"git-blob","gitOid":"a986fbd2d727b5935a3cb2e616237ddc0a139e73","sha256":"98fd42e97e86702eebcdbbe62b5fef8418fcd6a99c7ee0b699511044495c8116","sizeBytes":4242,"externalOid":"a986fbd2d727b5935a3cb2e616237ddc0a139e73"},"upstream":{"path":"tokenizer_config.json","repoId":"inclusionAI/Ring-flash-linear-2.0-GPTQ-int4","provider":"huggingface","revision":"b54c68dc3ffa74ba1733c6b1395148d24f467871"},"planDigest":"sha256:2264b98fd1a2d527d2e6359e9978d5277a8a7330bb10ae551a76877f9e4e812b","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:50e4fc3ba0d2805042aa981937bc9a7741d76df5945332629ba61b9d92ebdd67","observationId":"packet-observation-91ac7908dd08b2802b4b28bbcef9493e3b256152434cd60dab87fde64d5be1b2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:89e511fd686bfb3cfc74803cf959ca09a5940b54bc8d77771faa62e7ddf94f0c"},"storageSizeBytes":4242,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"","selectedRepresentationId":"rep-e54273516996159bcd76225ac4620fee40e041dc93346598715eba6ebe278e39","scanStatus":"passed","licenseDecisionId":"mirror-license-acd29caad2cb9ffd3c53b3539197809d2f96071a5af45e924448ee63a4afe60c","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4/tokenizer_config.json","displayOnly":false,"authorizationRequired":false,"eligibilitySnapshotAt":"2026-10-30T03:15:43.836Z","artifactId":"hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","filePath":"tokenizer_config.json","license":"mit","declaredSizeBytes":4242,"tools":[],"peerFallbacks":[],"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4242,"readinessCheckedAt":"2026-10-30T03:16:08.333Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4242,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"hostingStatus":"hosted","manifestUrl":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":true,"serveBlocked":false,"servingAuthority":"live-serve-decision"},"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.333Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"},"signature_state":"unsigned"}],"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":18,"mirroredBytes":56499762762,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T03:16:08.331Z","serveEvaluationId":"serve-b358694b4622647fe29616ca5e00e0aa6ac7a0ea29dae98666e3c48cf7b104f4","readiness":"ready","downloadReady":true,"hostedFileCount":18,"mirroredBytes":56499762762,"readinessCheckedAt":"2026-10-30T03:16:08.331Z","readinessSource":"file-check","degraded":false,"stale":false},"total":25,"limit":100,"cursor":"","nextCursor":null,"generatedAt":"2026-10-30T03:16:08.335Z","note":{"summary":"Downloadable doesn't mean tested: this record says whether the exact file can be downloaded now, not that the model is complete or that it runs.","downloadable":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T03:16:08.331Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-flash-linear-2-0-gptq-int4"}}