{"id":"hf-model-inclusionai-singguard-2b-gguf","name":"SingGuard-2b-GGUF","tags":["huggingface-import","external-catalog","model","apache-2.0","gguf","en","arxiv:2606.22873","base_model:qwen/qwen3-vl-2b-instruct","base_model:quantized:qwen/qwen3-vl-2b-instruct","license:apache-2.0","endpoints_compatible","region:us","conversational","unknown","llm"],"task":"general","type":"llm","evals":[],"owner":"inclusionAI","stars":3,"formats":["gitattributes","md","gguf","png","svg"],"hosting":{"status":"blocked","totalFiles":12,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"hostedFilesAuthority":"live-serve-decision","hosted":false,"downloadable":false,"readyFileCount":0,"serveAuthority":"live-serve-decision","completeRunnable":false,"authority":"postgres-executable-state-snapshot","authorityDigest":null,"downloadReady":false,"runReady":false,"verified":false},"license":"apache-2.0","summary":"Model from Hugging Face for llm: inclusionAI/SingGuard-2b-GGUF · unknown","version":"hf-main","modality":"text","upstream":{"gated":false,"repoId":"inclusionAI/SingGuard-2b-GGUF","private":false,"repoUrl":"https://huggingface.co/inclusionAI/SingGuard-2b-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"4098bfc0be387b546a77df963b619be798e3e383","fetchedAt":"2026-09-16T22:29:22.711Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"versions":[{"commit":"4098bfc","version":"hf-main","releasedAt":"2026-06-23T04:35:17.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"citations":0,"createdAt":"2026-09-16T22:29:22.779Z","fileCount":12,"framework":"unknown","publisher":"inclusionAI","sizeBytes":7928322157,"sourceUrl":"https://huggingface.co/inclusionAI/SingGuard-2b-GGUF","updatedAt":"2026-06-23T04:35:17.000Z","scanStatus":"pending","visibility":"public","description":"External Hugging Face catalog record for inclusionAI/SingGuard-2b-GGUF. Library: unknown. Languages: en. Popularity signal at import: 167 downloads and 3 likes.","mirrorCount":0,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-09-16T22:29:22.779Z.","Upstream license: apache-2.0. Mirror admission policy: permissive (owner policy; no license rights inferred).","Not locally hosted, mirrored, signed, or rescanned by Hugging Bay."],"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2606.22873"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/inclusionAI/SingGuard-2b-GGUF","evalResults":[],"libraryName":"unknown","pipelineTag":"","cardDataKeys":["base_model","language","license"],"semanticText":"unknown llm model en gguf base_model:qwen/qwen3-vl-2b-instruct base_model:quantized:qwen/qwen3-vl-2b-instruct","semanticTerms":["unknown","llm","model","en","gguf","base_model:qwen/qwen3-vl-2b-instruct","base_model:quantized:qwen/qwen3-vl-2b-instruct"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2080},{"lfs":false,"path":"README.md","sizeBytes":11628},{"lfs":true,"path":"Sing-Guard-2b-F16.gguf","sizeBytes":3447356480},{"lfs":true,"path":"Sing-Guard-2b-Q4_K_M.gguf","sizeBytes":1107416128},{"lfs":true,"path":"Sing-Guard-2b-Q8_0.gguf","sizeBytes":1834433600},{"lfs":true,"path":"assets/image.png","sizeBytes":668175},{"lfs":true,"path":"assets/mllm_guard_6bench_radar.png","sizeBytes":815527},{"lfs":true,"path":"assets/s_icon.png","sizeBytes":344071},{"lfs":false,"path":"assets/s_icon.svg","sizeBytes":1892},{"lfs":true,"path":"mmproj-Sing-Guard-2b-F16.gguf","sizeBytes":819394816},{"lfs":true,"path":"mmproj-Sing-Guard-2b-Q4_K_M.gguf","sizeBytes":275970304},{"lfs":true,"path":"mmproj-Sing-Guard-2b-Q8_0.gguf","sizeBytes":441907456}],"modelIndexNames":[]},"releaseGates":{"scan":"pending","files":"pending","license":"passed","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":167,"hostedFileCount":0,"cardCompleteness":87,"externalFileCount":12,"verificationStatus":"pending","requestedVisibility":"public","repo":"inclusionAI/SingGuard-2b-GGUF","files":[{"path":".gitattributes","risk":"low","format":"gitattributes","sha256":"","lfsSha256":"","sizeBytes":2080,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"ef1826ce4b395d21b20b3332e58aa8f855947524","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"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,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-02T15:07:26.920Z","evidence_url":"/api/manifests/hf-model-inclusionai-singguard-2b-gguf"},"signature_state":"unsigned"},{"path":"README.md","risk":"low","format":"md","sha256":"","lfsSha256":"","sizeBytes":11628,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"648961e611ff36e0cb1d3c2bdc5802a130c2274d","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"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,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-02T15:07:26.920Z","evidence_url":"/api/manifests/hf-model-inclusionai-singguard-2b-gguf"},"signature_state":"unsigned"},{"path":"Sing-Guard-2b-F16.gguf","risk":"low","format":"gguf","sha256":"9c32de8f9295f32c0b328ee9308009ca11654b2736ef32fd2c819cb9a8a6065c","lfsSha256":"9c32de8f9295f32c0b328ee9308009ca11654b2736ef32fd2c819cb9a8a6065c","sizeBytes":3447356480,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"0c754802dbc897379c1d7de29a4a4f28d6c0cb46","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"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,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-02T15:07:26.920Z","evidence_url":"/api/manifests/hf-model-inclusionai-singguard-2b-gguf"},"signature_state":"unsigned"},{"path":"Sing-Guard-2b-Q4_K_M.gguf","risk":"low","format":"gguf","sha256":"8d6e81eac29132f7fd093329c15046ae0bb3bf66f824f21873f3eb4ff086e568","lfsSha256":"8d6e81eac29132f7fd093329c15046ae0bb3bf66f824f21873f3eb4ff086e568","sizeBytes":1107416128,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"8d6e81eac29132f7fd093329c15046ae0bb3bf66f824f21873f3eb4ff086e568","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"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,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","sha256Provenance":{"reason":"cohort hydration for inclusionAI/SingGuard-2b-GGUF","observed":{"kind":"hf-lfs","gitOid":"8dd06dd2db8cda84b1b6428db413cbdb1ae8417d","sha256":"8d6e81eac29132f7fd093329c15046ae0bb3bf66f824f21873f3eb4ff086e568","sizeBytes":1107416128,"externalOid":"8d6e81eac29132f7fd093329c15046ae0bb3bf66f824f21873f3eb4ff086e568"},"upstream":{"path":"Sing-Guard-2b-Q4_K_M.gguf","repoId":"inclusionAI/SingGuard-2b-GGUF","provider":"huggingface","revision":"4098bfc0be387b546a77df963b619be798e3e383"},"planDigest":"sha256:aee97bf2ab21f0a5b529e28738b02a02cc2453e40da67bc9b59237de5106e62b","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:b31b146111b4c72353ee8cfabbe42522eddb24cb9c03b92d1db9b96e7b2081b8","observationId":"packet-observation-e007f3e1e99d1931478a55807a9a61d24706ac995ce4c33e96949bff36f36bf2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:0531ac54a855dbe9c437f0c96d61fdefda0f32639b77f6bc0cb5ef2f15e4cde9"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-02T15:07:26.920Z","evidence_url":"/api/manifests/hf-model-inclusionai-singguard-2b-gguf"},"signature_state":"unsigned"},{"path":"Sing-Guard-2b-Q8_0.gguf","risk":"low","format":"gguf","sha256":"7a0a53a4987188f4b4b5d91e0a54bc26009c4c9c68d1e31165dba7fe602bd8d5","lfsSha256":"7a0a53a4987188f4b4b5d91e0a54bc26009c4c9c68d1e31165dba7fe602bd8d5","sizeBytes":1834433600,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"e1232255f0f65cea7cf8745df1035c2b82245b0c","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"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,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-02T15:07:26.920Z","evidence_url":"/api/manifests/hf-model-inclusionai-singguard-2b-gguf"},"signature_state":"unsigned"},{"path":"assets/image.png","risk":"low","format":"png","sha256":"85eb82f009c776d4555e75df3c091c09929334a05176123edea68ccadb540a59","lfsSha256":"85eb82f009c776d4555e75df3c091c09929334a05176123edea68ccadb540a59","sizeBytes":668175,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"ed1782e360a2607576d9ab0d3a63ff790694acf6","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"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,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-02T15:07:26.920Z","evidence_url":"/api/manifests/hf-model-inclusionai-singguard-2b-gguf"},"signature_state":"unsigned"},{"path":"assets/mllm_guard_6bench_radar.png","risk":"low","format":"png","sha256":"cd6a4927463d701514b4c0104124ab493ec762dd93a4a3cea5128a369ab69c9e","lfsSha256":"cd6a4927463d701514b4c0104124ab493ec762dd93a4a3cea5128a369ab69c9e","sizeBytes":815527,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"b1af5f5237b29e7fd0544437c32a87381d365ab1","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"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,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-02T15:07:26.920Z","evidence_url":"/api/manifests/hf-model-inclusionai-singguard-2b-gguf"},"signature_state":"unsigned"},{"path":"assets/s_icon.png","risk":"low","format":"png","sha256":"264b7b413b0a8245c728bd59f44e3435c2af8fc3ff7742712221f24d6bb9ee33","lfsSha256":"264b7b413b0a8245c728bd59f44e3435c2af8fc3ff7742712221f24d6bb9ee33","sizeBytes":344071,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"c57e3ef05a11657d945cf556eb4e8c7163a5c4fd","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"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,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-02T15:07:26.920Z","evidence_url":"/api/manifests/hf-model-inclusionai-singguard-2b-gguf"},"signature_state":"unsigned"},{"path":"assets/s_icon.svg","risk":"low","format":"svg","sha256":"","lfsSha256":"","sizeBytes":1892,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"a023f7754e9b24c24b48a2ba0e5b821423821843","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"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,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-02T15:07:26.920Z","evidence_url":"/api/manifests/hf-model-inclusionai-singguard-2b-gguf"},"signature_state":"unsigned"},{"path":"mmproj-Sing-Guard-2b-F16.gguf","risk":"low","format":"gguf","sha256":"efa568faf14471fd7e2f40d2d5b67a43a8b08a4881e07ae758944456509d68af","lfsSha256":"efa568faf14471fd7e2f40d2d5b67a43a8b08a4881e07ae758944456509d68af","sizeBytes":819394816,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"0fca5f1dda41247972be84f33f0a40924121c5e1","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"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,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-02T15:07:26.920Z","evidence_url":"/api/manifests/hf-model-inclusionai-singguard-2b-gguf"},"signature_state":"unsigned"},{"path":"mmproj-Sing-Guard-2b-Q4_K_M.gguf","risk":"low","format":"gguf","sha256":"0808404698a8757ce86a31116f0f234d0ba4c40f8491e70b0b36201291f0e2da","lfsSha256":"0808404698a8757ce86a31116f0f234d0ba4c40f8491e70b0b36201291f0e2da","sizeBytes":275970304,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"0808404698a8757ce86a31116f0f234d0ba4c40f8491e70b0b36201291f0e2da","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"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,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","sha256Provenance":{"reason":"cohort hydration for inclusionAI/SingGuard-2b-GGUF","observed":{"kind":"hf-lfs","gitOid":"808c22471530eeb5e485c4ad527032c044043a07","sha256":"0808404698a8757ce86a31116f0f234d0ba4c40f8491e70b0b36201291f0e2da","sizeBytes":275970304,"externalOid":"0808404698a8757ce86a31116f0f234d0ba4c40f8491e70b0b36201291f0e2da"},"upstream":{"path":"mmproj-Sing-Guard-2b-Q4_K_M.gguf","repoId":"inclusionAI/SingGuard-2b-GGUF","provider":"huggingface","revision":"4098bfc0be387b546a77df963b619be798e3e383"},"planDigest":"sha256:aee97bf2ab21f0a5b529e28738b02a02cc2453e40da67bc9b59237de5106e62b","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:b31b146111b4c72353ee8cfabbe42522eddb24cb9c03b92d1db9b96e7b2081b8","observationId":"packet-observation-e007f3e1e99d1931478a55807a9a61d24706ac995ce4c33e96949bff36f36bf2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:0531ac54a855dbe9c437f0c96d61fdefda0f32639b77f6bc0cb5ef2f15e4cde9"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-02T15:07:26.920Z","evidence_url":"/api/manifests/hf-model-inclusionai-singguard-2b-gguf"},"signature_state":"unsigned"},{"path":"mmproj-Sing-Guard-2b-Q8_0.gguf","risk":"low","format":"gguf","sha256":"ae7ce844825630c3335e295138b1ee91d0bf0aeca73d4f6773ae136eb7a6a208","lfsSha256":"ae7ce844825630c3335e295138b1ee91d0bf0aeca73d4f6773ae136eb7a6a208","sizeBytes":441907456,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"86b22da96649a08b928f3440ba6b93ce8b8359f9","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"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,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-02T15:07:26.920Z","evidence_url":"/api/manifests/hf-model-inclusionai-singguard-2b-gguf"},"signature_state":"unsigned"}],"communityReviewSummary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"quarantined-untrusted-evidence","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"publicDownloadableFileCount":0,"publicFileCount":12,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-02T15:07:24.439Z","listedFileLowerBound":12,"hostingStatus":"blocked","signals":{"size":{"known":true,"bytes":7928322157,"label":"7.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":167,"upstreamStars":3,"label":"167 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"inclusionAI/SingGuard-2b-GGUF"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: inclusionAI/SingGuard-2b-GGUF"],"gaps":["Scan: pending","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":12,"totalFiles":12},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-inclusionai-singguard-2b-gguf/mirrors"}},"mirrorCompletion":{"status":"external","hostedFiles":0,"totalFiles":12,"externalFiles":12,"hostedBytes":0,"externalBytes":7928322157,"lowRiskExternalFiles":12,"overFileCapFiles":4,"overBatchCapFiles":3,"directMirrorExternalFiles":8,"directMirrorExternalBytes":7926492492,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[{"path":".gitattributes","sizeBytes":2080,"risk":"low","format":"gitattributes"},{"path":"README.md","sizeBytes":11628,"risk":"low","format":"md"},{"path":"mmproj-Sing-Guard-2b-Q4_K_M.gguf","sizeBytes":275970304,"risk":"low","format":"gguf"},{"path":"mmproj-Sing-Guard-2b-Q8_0.gguf","sizeBytes":441907456,"risk":"low","format":"gguf"},{"path":"mmproj-Sing-Guard-2b-F16.gguf","sizeBytes":819394816,"risk":"low","format":"gguf"},{"path":"Sing-Guard-2b-Q4_K_M.gguf","sizeBytes":1107416128,"risk":"low","format":"gguf"},{"path":"Sing-Guard-2b-Q8_0.gguf","sizeBytes":1834433600,"risk":"low","format":"gguf"},{"path":"Sing-Guard-2b-F16.gguf","sizeBytes":3447356480,"risk":"low","format":"gguf"}],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[{"path":"Sing-Guard-2b-F16.gguf","sizeBytes":3447356480,"risk":"low","format":"gguf","overFileCap":true},{"path":"Sing-Guard-2b-Q8_0.gguf","sizeBytes":1834433600,"risk":"low","format":"gguf","overFileCap":true},{"path":"Sing-Guard-2b-Q4_K_M.gguf","sizeBytes":1107416128,"risk":"low","format":"gguf","overFileCap":true},{"path":"mmproj-Sing-Guard-2b-F16.gguf","sizeBytes":819394816,"risk":"low","format":"gguf","overFileCap":true},{"path":"mmproj-Sing-Guard-2b-Q8_0.gguf","sizeBytes":441907456,"risk":"low","format":"gguf","overFileCap":false},{"path":"mmproj-Sing-Guard-2b-Q4_K_M.gguf","sizeBytes":275970304,"risk":"low","format":"gguf","overFileCap":false},{"path":"assets/mllm_guard_6bench_radar.png","sizeBytes":815527,"risk":"low","format":"png","overFileCap":false},{"path":"assets/image.png","sizeBytes":668175,"risk":"low","format":"png","overFileCap":false}]},"cardDescription":"A chat model for conversations, questions and writing.","licenseLabel":"apache-2.0","recommendedFile":null,"torrent":null,"torrentUrl":null,"magnetUri":null,"downloadUrl":null,"landingUrl":null,"manifestUrl":null,"localKitUrl":null,"licenseClarity":{"license":"apache-2.0","commercialUse":"yes","confidence":"high","obligations":["Attribution/notice requirements of the license still apply."],"summary":"Permissive open license: commercial use, modification, and redistribution are permitted.","redistribution":"Keep every copyright, attribution, license, and NOTICE requirement imposed by the exact license text.","notes":"Not legal advice."},"licenseObligationsDigest":null,"licenseUpstreamRecord":{"declaredLicense":"apache-2.0","upstreamLicenseRaw":"apache-2.0","sourceUrl":"https://huggingface.co/inclusionAI/SingGuard-2b-GGUF","upstream":{"gated":false,"repoId":"inclusionAI/SingGuard-2b-GGUF","private":false,"repoUrl":"https://huggingface.co/inclusionAI/SingGuard-2b-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"4098bfc0be387b546a77df963b619be798e3e383","fetchedAt":"2026-09-16T22:29:22.711Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"}},"gateStatus":"ungated","downloadable":false,"downloadStatus":"BLOCKED","reasonCodes":["incomplete-manifest","no-tested-run-plan","unverified-bytes"],"reason":"Files withheld — not faked. This model is listed, but we haven't confirmed its download files, so no download URLs are published. What's missing: file manifest — not final; downloadable files — 0 confirmed; run plan — not tested.","serveEvaluatedAt":"2026-11-02T15:07:26.790Z","serveEvaluationId":"serve-3ed32b576af42462ddb4fffd3404f23b4797a010413cd46ba57901be2b96339a","readiness":"blocked","downloadReady":false,"mirroredBytes":0,"readinessCheckedAt":"2026-11-02T15:07:26.920Z","readinessSource":"file-check","serveExplanation":{"downloadable":false,"downloadStatus":"BLOCKED","reasonCodes":["incomplete-manifest","no-tested-run-plan","unverified-bytes"],"reason":"Files withheld — not faked. This model is listed, but we haven't confirmed its download files, so no download URLs are published. What's missing: file manifest — not final; downloadable files — 0 confirmed; run plan — not tested.","serveEvaluatedAt":"2026-11-02T15:07:26.790Z","serveEvaluationId":"serve-3ed32b576af42462ddb4fffd3404f23b4797a010413cd46ba57901be2b96339a","readiness":"blocked","downloadReady":false,"hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-02T15:07:26.790Z","readinessSource":"file-check","degraded":false,"stale":false},"commandsAvailable":false,"runReady":false,"attribution":"Cataloged open AI model · https://huggingbay.xyz/artifact/hf-model-inclusionai-singguard-2b-gguf","decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hosted":false,"pageFacts":{"id":"hf-model-inclusionai-singguard-2b-gguf","repo":"inclusionAI/SingGuard-2b-GGUF","type":"llm","purpose":"open-weights language model for general","license":{"id":"apache-2.0","label":"apache-2.0","state":"known","url":"https://spdx.org/licenses/Apache-2.0.html","source":"spdx","hostedFile":false,"commercialUse":"yes","terms":"Permissive open license: commercial use, modification, and redistribution are permitted."},"task":{"id":"general","label":"general"},"size":{"bytes":7928322157,"label":"7.93 GB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":false,"hostedBytes":0,"hostedLabel":"size unknown","hostedSummary":"availability unknown","hostedIsSubset":false,"downloadBytes":0,"downloadLabel":"","recommended":{"path":"mmproj-Sing-Guard-2b-Q4_K_M.gguf","fileName":"mmproj-Sing-Guard-2b-Q4_K_M.gguf","fileCount":1,"quant":"Q4_K_M","bytes":275970304,"label":"276 MB (Q4_K_M)","variants":6,"basis":"preferred-quant-q4_k_m-no-hardware"},"parameters":{"totalB":2,"activeB":null,"label":"2B","activeLabel":"","source":"repo-name"},"sentence":"inclusionAI/SingGuard-2b-GGUF has 2B parameters. Hosted here: availability unknown. Full repo upstream: 7.93 GB. The recommended download, mmproj-Sing-Guard-2b-Q4_K_M.gguf (Q4_K_M), is 276 MB."},"files":{"hosted":0,"total":12,"label":"0 hosted of 12 listed"},"download":{"status":"blocked","gated":"serve","label":"Downloadable files: 0 confirmed","url":""},"released":{"iso":"2026-09-16","label":"Sep 16, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-06-23","label":"Jun 23, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/inclusionAI/SingGuard-2b-GGUF","repoId":"inclusionAI/SingGuard-2b-GGUF"},"languages":["en"],"baseModel":{"ref":"","url":"","resolveUrl":""},"paperIds":["2606.22873"],"arxivIds":["2606.22873"],"sameAs":["https://huggingface.co/inclusionAI/SingGuard-2b-GGUF","https://arxiv.org/abs/2606.22873"],"creator":{"@type":"Organization","name":"inclusionAI","url":"https://huggingface.co/inclusionAI","sameAs":["https://huggingface.co/inclusionAI"]},"scholarlyArticles":[{"@type":"ScholarlyArticle","@id":"https://arxiv.org/abs/2606.22873","identifier":"arXiv:2606.22873","url":"https://arxiv.org/abs/2606.22873","sameAs":"https://doi.org/10.48550/arXiv.2606.22873"}],"scanStatus":"pending","faq":[{"id":"what-is-it","question":"What is inclusionAI/SingGuard-2b-GGUF?","answer":"inclusionAI/SingGuard-2b-GGUF is an open-weights language model for general published by inclusionAI, added to Hugging Bay Sep 16, 2026. Model from Hugging Face for llm: inclusionAI/SingGuard-2b-GGUF · unknown"},{"id":"license","question":"What license does inclusionAI/SingGuard-2b-GGUF use, and can I use it commercially?","answer":"It is released under the apache-2.0 license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted."},{"id":"size","question":"How big is inclusionAI/SingGuard-2b-GGUF?","answer":"inclusionAI/SingGuard-2b-GGUF has 2B parameters. Hosted here: availability unknown. Full repo upstream: 7.93 GB. The recommended download, mmproj-Sing-Guard-2b-Q4_K_M.gguf (Q4_K_M), is 276 MB."},{"id":"download","question":"Where can I download inclusionAI/SingGuard-2b-GGUF?","answer":"This model is listed, but we haven't confirmed its download files, so we won't offer a download button we can't stand behind. The record lists 12 files."},{"id":"safety","question":"Has inclusionAI/SingGuard-2b-GGUF been scanned for unsafe files?","answer":"Source scan status: pending. A scan checks the files for known-bad signatures; it does not mean the model is safe. The machine-readable verdict is at /api/artifacts/hf-model-inclusionai-singguard-2b-gguf/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will inclusionAI/SingGuard-2b-GGUF run on my computer?","answer":"We can’t check the fit; we don’t know your machine. We don’t have your machine’s specs, so no check ran and no verdict is shown. Answer two quick questions and we’ll estimate, from the memory you tell us, whether it fits your machine. Or skip it; you can still download; fit isn’t checked."}],"modelAnswer":null,"modelRecipeReceipt":null},"guidedDownloadCard":{"schemaVersion":"hugging-bay.guided-download-card/v2","artifactId":"hf-model-inclusionai-singguard-2b-gguf","repo":"inclusionAI/SingGuard-2b-GGUF","serveState":"BLOCKED","downloadReady":false,"reasonCodes":["manifest_not_final","files_unconfirmed","run_plan_untested"],"withheld":{"active":true,"reasonCodes":["manifest_not_final","files_unconfirmed","run_plan_untested"]},"wasmRun":null,"bytesOnStorage":false,"file":{"path":"Sing-Guard-2b-Q4_K_M.gguf","fileName":"Sing-Guard-2b-Q4_K_M.gguf","sha256":"8d6e81eac29132f7fd093329c15046ae0bb3bf66f824f21873f3eb4ff086e568","bytes":1107416128,"sizeLabel":"1.11 GB","needGb":3,"downloadUrl":null},"noHostedWeights":false,"notSingleFile":false,"download":{"available":false,"url":null},"otherFiles":[{"path":".gitattributes","fileName":".gitattributes","sha256":"","sizeLabel":"2.08 KB","downloadUrl":null},{"path":"README.md","fileName":"README.md","sha256":"","sizeLabel":"11.6 KB","downloadUrl":null},{"path":"Sing-Guard-2b-F16.gguf","fileName":"Sing-Guard-2b-F16.gguf","sha256":"9c32de8f9295f32c0b328ee9308009ca11654b2736ef32fd2c819cb9a8a6065c","sizeLabel":"3.45 GB","downloadUrl":null},{"path":"Sing-Guard-2b-Q8_0.gguf","fileName":"Sing-Guard-2b-Q8_0.gguf","sha256":"7a0a53a4987188f4b4b5d91e0a54bc26009c4c9c68d1e31165dba7fe602bd8d5","sizeLabel":"1.83 GB","downloadUrl":null},{"path":"assets/image.png","fileName":"image.png","sha256":"85eb82f009c776d4555e75df3c091c09929334a05176123edea68ccadb540a59","sizeLabel":"668.2 KB","downloadUrl":null},{"path":"assets/mllm_guard_6bench_radar.png","fileName":"mllm_guard_6bench_radar.png","sha256":"cd6a4927463d701514b4c0104124ab493ec762dd93a4a3cea5128a369ab69c9e","sizeLabel":"815.5 KB","downloadUrl":null},{"path":"assets/s_icon.png","fileName":"s_icon.png","sha256":"264b7b413b0a8245c728bd59f44e3435c2af8fc3ff7742712221f24d6bb9ee33","sizeLabel":"344.1 KB","downloadUrl":null},{"path":"assets/s_icon.svg","fileName":"s_icon.svg","sha256":"","sizeLabel":"1.89 KB","downloadUrl":null},{"path":"mmproj-Sing-Guard-2b-F16.gguf","fileName":"mmproj-Sing-Guard-2b-F16.gguf","sha256":"efa568faf14471fd7e2f40d2d5b67a43a8b08a4881e07ae758944456509d68af","sizeLabel":"819.4 MB","downloadUrl":null},{"path":"mmproj-Sing-Guard-2b-Q4_K_M.gguf","fileName":"mmproj-Sing-Guard-2b-Q4_K_M.gguf","sha256":"0808404698a8757ce86a31116f0f234d0ba4c40f8491e70b0b36201291f0e2da","sizeLabel":"276 MB","downloadUrl":null},{"path":"mmproj-Sing-Guard-2b-Q8_0.gguf","fileName":"mmproj-Sing-Guard-2b-Q8_0.gguf","sha256":"ae7ce844825630c3335e295138b1ee91d0bf0aeca73d4f6773ae136eb7a6a208","sizeLabel":"441.9 MB","downloadUrl":null}],"run":{"available":false,"reason":"no-runnable-file","lmStudioUrl":"https://lmstudio.ai/","terminalCommand":null,"verificationMessage":null},"paused":{"active":false},"blocked":{"active":true,"reason":"page-facts-not-hosted","message":"Files withheld — not faked."},"unconfirmed":{"active":false},"licenseGate":{"active":false},"checks":{"license":"apache-2.0","licenseLabel":null,"fingerprintMatches":false,"hostedFiles":0,"totalFiles":12},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-11-02T15:07:26.925Z","readiness":"blocked","downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-02T15:07:26.925Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":false,"hostingStatus":"blocked","publicDownloadableFileCount":0,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-02T15:07:26.925Z","evidence_url":"/api/manifests/hf-model-inclusionai-singguard-2b-gguf"}},"canIRun":true,"modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for having conversations.","confidence":"low","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tags-only"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"conversational"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":7928322157,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"runTested":false,"degraded":false,"stale":false,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"inclusionAI/SingGuard-2b-GGUF"}},"runs_here":{"schema_version":1,"artifact_id":"hf-model-inclusionai-singguard-2b-gguf","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-inclusionai-singguard-2b-gguf","revision":"4098bfc0be387b546a77df963b619be798e3e383","claim":"estimated_physical_memory_capacity","runnableAuthority":false,"representations":[],"reason":"admitted_memory_inputs_unavailable"},"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":false},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-02T15:07:26.920Z","evidence_url":"/api/manifests/hf-model-inclusionai-singguard-2b-gguf"}}