{"id":"hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf","name":"GLM-5.3-Flash-CYBERSECURITY-GGUF","tags":["huggingface-import","external-catalog","model","mit","gguf","glm","glm-5.3","glm-5.3-flash","cybersecurity","uncensored","abliterated","moe","imatrix","dynamic-quant","mtp","llama.cpp","base_model:dealignai/glm-5.3-flash-cybersecurity-w4a16","base_model:quantized:dealignai/glm-5.3-flash-cybersecurity-w4a16","license:mit","endpoints_compatible","region:us","conversational","unknown","llm"],"task":"text-generation","type":"llm","evals":[],"owner":"SyndicateLabs","stars":12,"formats":["gitattributes","gguf","md","svg"],"hosting":{"status":"hosted","totalFiles":10,"hostedFiles":10,"mirroredBytes":1016222746734,"mirroredFiles":10,"hostedFilesAuthority":"live-serve-decision","hosted":true,"downloadable":true,"readyFileCount":10,"serveAuthority":"live-serve-decision","downloadReady":true},"license":"mit","summary":"Model from Hugging Face for llm: SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF · unknown","version":"hf-main","modality":"text","upstream":{"gated":false,"repoId":"SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF","private":false,"repoUrl":"https://huggingface.co/SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"e8b51a5b8a4519cf12a54b4982fe9c791920cf28","fetchedAt":"2026-10-08T17:24:07.753Z","importMode":"external-catalog","licenseRaw":"mit","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-08T17:24:07.753Z","revision":"e8b51a5b8a4519cf12a54b4982fe9c791920cf28"},"licenseDeclared":"mit","mirrorLicensePolicy":"permissive"},"versions":[{"commit":"e8b51a5","version":"hf-main","releasedAt":"2026-09-15T07:14:08.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"baseModel":"dealignai/GLM-5.3-Flash-CYBERSECURITY-W4A16","citations":0,"createdAt":"2026-10-08T17:24:07.798Z","fileCount":10,"framework":"unknown","publisher":"SyndicateLabs","sizeBytes":1016222746734,"sourceUrl":"https://huggingface.co/SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF","updatedAt":"2026-09-15T07:14:08.000Z","scanStatus":"pending","visibility":"public","derivedFrom":"dealignai/GLM-5.3-Flash-CYBERSECURITY-W4A16","description":"External Hugging Face catalog record for SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF. Library: unknown. Base model: dealignai/GLM-5.3-Flash-CYBERSECURITY-W4A16. Files we host have a published SHA-256.","mirrorCount":0,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-10-08T17:24:07.798Z.","Upstream license: mit. 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":"mit","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"dealignai/GLM-5.3-Flash-CYBERSECURITY-W4A16","languages":[],"sourceUrl":"https://huggingface.co/SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF","evalResults":[],"libraryName":"unknown","pipelineTag":"","cardDataKeys":["base_model","license","tags"],"semanticText":"unknown llm model dealignai/glm-5.3-flash-cybersecurity-w4a16 gguf","semanticTerms":["unknown","llm","model","dealignai/glm-5.3-flash-cybersecurity-w4a16","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2362},{"lfs":true,"path":"GLM-5.3-Flash-CYBER-IQ1_M-MTP.gguf","sizeBytes":101208277792},{"lfs":true,"path":"GLM-5.3-Flash-CYBER-IQ2_M-MTP.gguf","sizeBytes":121865093920},{"lfs":true,"path":"GLM-5.3-Flash-CYBER-IQ2_M.gguf","sizeBytes":115537726208},{"lfs":true,"path":"GLM-5.3-Flash-CYBER-IQ3_M-MTP.gguf","sizeBytes":154853950240},{"lfs":true,"path":"GLM-5.3-Flash-CYBER-IQ3_M.gguf","sizeBytes":151263365888},{"lfs":true,"path":"GLM-5.3-Flash-CYBER-IQ4_XS-MTP.gguf","sizeBytes":175981445920},{"lfs":true,"path":"GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf","sizeBytes":195512877856},{"lfs":false,"path":"README.md","sizeBytes":4120},{"lfs":false,"path":"banner.svg","sizeBytes":2428}],"modelIndexNames":[]},"releaseGates":{"scan":"pending","files":"pending","license":"passed","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":6736,"hostedFileCount":10,"cardCompleteness":88,"externalFileCount":0,"verificationStatus":"pending","requestedVisibility":"public","repo":"SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF","files":[{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_bb7d1fb39bbf7e3d1cf146542fcf085d2957ea396d7a369c53aa42ac11600a48","policyDigest":"sha256:2acf5ea549ca6cdf55ba39d27db1a73a0c2803974a59739e524036199f86bc83","publicationId":"hbeol_bb7d1fb39bbf7e3d1cf146542fcf085d2957ea396d7a369c53aa42ac11600a48","payloadReadsPerformed":0,"securityScanPerformed":false},"path":".gitattributes","sizeBytes":2362,"storageSizeBytes":2362,"format":"gitattributes","sha256":"ee26aa3a14b65fae4036ebce73b7effc35225214de560808ab6274a74351291c","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"bc2be8ac13d2e43800b77573cffe48e420bb62d2","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_bb7d1fb39bbf7e3d1cf146542fcf085d2957ea396d7a369c53aa42ac11600a48","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:2acf5ea549ca6cdf55ba39d27db1a73a0c2803974a59739e524036199f86bc83","existingObjectRegistrationId":"hbeoa_bb7d1fb39bbf7e3d1cf146542fcf085d2957ea396d7a369c53aa42ac11600a48","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/.gitattributes","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified. Download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-14T17:35:23.426Z","evidence_url":"/api/manifests/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_3a15c5e7e70d546d00d44504e6ca711f606b188165649046726801a260ed0bc2","policyDigest":"sha256:2acf5ea549ca6cdf55ba39d27db1a73a0c2803974a59739e524036199f86bc83","publicationId":"hbeol_3a15c5e7e70d546d00d44504e6ca711f606b188165649046726801a260ed0bc2","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"GLM-5.3-Flash-CYBER-IQ1_M-MTP.gguf","sizeBytes":101208277792,"storageSizeBytes":101208277792,"format":"gguf","sha256":"08075bd8bc5b0fbf147cb89c8a560a282367de46fda545c1eb116a860659f888","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"08075bd8bc5b0fbf147cb89c8a560a282367de46fda545c1eb116a860659f888","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_3a15c5e7e70d546d00d44504e6ca711f606b188165649046726801a260ed0bc2","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:2acf5ea549ca6cdf55ba39d27db1a73a0c2803974a59739e524036199f86bc83","existingObjectRegistrationId":"hbeoa_3a15c5e7e70d546d00d44504e6ca711f606b188165649046726801a260ed0bc2","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/GLM-5.3-Flash-CYBER-IQ1_M-MTP.gguf","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified. Download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-14T17:35:23.426Z","evidence_url":"/api/manifests/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_0e2762a509d79522158eede088e540343968a6f8a487d4205177cfe3a32a9718","policyDigest":"sha256:2acf5ea549ca6cdf55ba39d27db1a73a0c2803974a59739e524036199f86bc83","publicationId":"hbeol_0e2762a509d79522158eede088e540343968a6f8a487d4205177cfe3a32a9718","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"GLM-5.3-Flash-CYBER-IQ2_M-MTP.gguf","sizeBytes":121865093920,"storageSizeBytes":121865093920,"format":"gguf","sha256":"b1f9c1dca5b739c2f264279f1a98e4a7955d0b8ed821e6f573015b819c9f34f8","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"b1f9c1dca5b739c2f264279f1a98e4a7955d0b8ed821e6f573015b819c9f34f8","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_0e2762a509d79522158eede088e540343968a6f8a487d4205177cfe3a32a9718","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:2acf5ea549ca6cdf55ba39d27db1a73a0c2803974a59739e524036199f86bc83","existingObjectRegistrationId":"hbeoa_0e2762a509d79522158eede088e540343968a6f8a487d4205177cfe3a32a9718","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/GLM-5.3-Flash-CYBER-IQ2_M-MTP.gguf","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified. Download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-14T17:35:23.426Z","evidence_url":"/api/manifests/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_f6a70fc34f2c9f1f5a879ca49300a95320d0704f1d7d269b82a440384c243ebe","policyDigest":"sha256:2acf5ea549ca6cdf55ba39d27db1a73a0c2803974a59739e524036199f86bc83","publicationId":"hbeol_f6a70fc34f2c9f1f5a879ca49300a95320d0704f1d7d269b82a440384c243ebe","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"GLM-5.3-Flash-CYBER-IQ2_M.gguf","sizeBytes":115537726208,"storageSizeBytes":115537726208,"format":"gguf","sha256":"0fbbc43874f8cd50168d96c4db54fd3d0b26953db6549b1529a0fa977d5ed5f2","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"0fbbc43874f8cd50168d96c4db54fd3d0b26953db6549b1529a0fa977d5ed5f2","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_f6a70fc34f2c9f1f5a879ca49300a95320d0704f1d7d269b82a440384c243ebe","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:2acf5ea549ca6cdf55ba39d27db1a73a0c2803974a59739e524036199f86bc83","existingObjectRegistrationId":"hbeoa_f6a70fc34f2c9f1f5a879ca49300a95320d0704f1d7d269b82a440384c243ebe","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/GLM-5.3-Flash-CYBER-IQ2_M.gguf","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified. Download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-14T17:35:23.426Z","evidence_url":"/api/manifests/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_4212b02fe0c45ea8ad68df6ce5f9a49897e051947bb1b4eb67b4956ce449314d","policyDigest":"sha256:90567bf687996a5912a1e632f7742bc326d144ef83500b9c76c72d687eeb2506","publicationId":"hbeol_4212b02fe0c45ea8ad68df6ce5f9a49897e051947bb1b4eb67b4956ce449314d","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"GLM-5.3-Flash-CYBER-IQ3_M-MTP.gguf","sizeBytes":154853950240,"storageSizeBytes":154853950240,"format":"gguf","sha256":"be53cda9581634506a6237297a076863bb064aaca04d78acb59370434c7f4830","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"be53cda9581634506a6237297a076863bb064aaca04d78acb59370434c7f4830","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_4212b02fe0c45ea8ad68df6ce5f9a49897e051947bb1b4eb67b4956ce449314d","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:90567bf687996a5912a1e632f7742bc326d144ef83500b9c76c72d687eeb2506","existingObjectRegistrationId":"hbeoa_4212b02fe0c45ea8ad68df6ce5f9a49897e051947bb1b4eb67b4956ce449314d","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/GLM-5.3-Flash-CYBER-IQ3_M-MTP.gguf","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified. Download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-14T17:35:23.426Z","evidence_url":"/api/manifests/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_df2f1feea0a45b47059d81fc5be6d3d248c7d1ce53f3a9bb22a08db7097264e4","policyDigest":"sha256:2acf5ea549ca6cdf55ba39d27db1a73a0c2803974a59739e524036199f86bc83","publicationId":"hbeol_df2f1feea0a45b47059d81fc5be6d3d248c7d1ce53f3a9bb22a08db7097264e4","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"GLM-5.3-Flash-CYBER-IQ3_M.gguf","sizeBytes":151263365888,"storageSizeBytes":151263365888,"format":"gguf","sha256":"a8f3ba56b7e119662a804bb026741d88c28e1f25f4d233ea18608d061add604f","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"a8f3ba56b7e119662a804bb026741d88c28e1f25f4d233ea18608d061add604f","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_df2f1feea0a45b47059d81fc5be6d3d248c7d1ce53f3a9bb22a08db7097264e4","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:2acf5ea549ca6cdf55ba39d27db1a73a0c2803974a59739e524036199f86bc83","existingObjectRegistrationId":"hbeoa_df2f1feea0a45b47059d81fc5be6d3d248c7d1ce53f3a9bb22a08db7097264e4","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/GLM-5.3-Flash-CYBER-IQ3_M.gguf","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified. Download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-14T17:35:23.426Z","evidence_url":"/api/manifests/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_c8ffde62be5bb38d312c856e6a6c593a295c375efa15d63f3857f6776a3509dd","policyDigest":"sha256:90567bf687996a5912a1e632f7742bc326d144ef83500b9c76c72d687eeb2506","publicationId":"hbeol_c8ffde62be5bb38d312c856e6a6c593a295c375efa15d63f3857f6776a3509dd","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"GLM-5.3-Flash-CYBER-IQ4_XS-MTP.gguf","sizeBytes":175981445920,"storageSizeBytes":175981445920,"format":"gguf","sha256":"d1dabf471685d1f6758bbccc24ca4fc690d8a33dba7675948ce6961c2793c908","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"d1dabf471685d1f6758bbccc24ca4fc690d8a33dba7675948ce6961c2793c908","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_c8ffde62be5bb38d312c856e6a6c593a295c375efa15d63f3857f6776a3509dd","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:90567bf687996a5912a1e632f7742bc326d144ef83500b9c76c72d687eeb2506","existingObjectRegistrationId":"hbeoa_c8ffde62be5bb38d312c856e6a6c593a295c375efa15d63f3857f6776a3509dd","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/GLM-5.3-Flash-CYBER-IQ4_XS-MTP.gguf","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified. Download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-14T17:35:23.426Z","evidence_url":"/api/manifests/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_4c7150e1b4a8c5e1d3194a09c9795d5cc0da4f41fc98772cc127a3e12170a6cd","policyDigest":"sha256:90567bf687996a5912a1e632f7742bc326d144ef83500b9c76c72d687eeb2506","publicationId":"hbeol_4c7150e1b4a8c5e1d3194a09c9795d5cc0da4f41fc98772cc127a3e12170a6cd","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf","sizeBytes":195512877856,"storageSizeBytes":195512877856,"format":"gguf","sha256":"93f3853b7b7096a84c90d3f8d8c075e1eaaf29612d0f794ddf69afe7e1e00db3","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"93f3853b7b7096a84c90d3f8d8c075e1eaaf29612d0f794ddf69afe7e1e00db3","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_4c7150e1b4a8c5e1d3194a09c9795d5cc0da4f41fc98772cc127a3e12170a6cd","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:90567bf687996a5912a1e632f7742bc326d144ef83500b9c76c72d687eeb2506","existingObjectRegistrationId":"hbeoa_4c7150e1b4a8c5e1d3194a09c9795d5cc0da4f41fc98772cc127a3e12170a6cd","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified. Download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-14T17:35:23.426Z","evidence_url":"/api/manifests/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_fa3e6e833b7341e83b804f9314868fcb6902fbe3dbe6487f03a5bf2373cb949f","policyDigest":"sha256:2acf5ea549ca6cdf55ba39d27db1a73a0c2803974a59739e524036199f86bc83","publicationId":"hbeol_fa3e6e833b7341e83b804f9314868fcb6902fbe3dbe6487f03a5bf2373cb949f","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"README.md","sizeBytes":4120,"storageSizeBytes":4120,"format":"md","sha256":"ef91a0ec46a97cee4cd76f6ec7ea459ed508f6978299c6848646533b4d93f2e7","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"b5417585dacd199bfbcb994a04ff9da2f32256b4","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_fa3e6e833b7341e83b804f9314868fcb6902fbe3dbe6487f03a5bf2373cb949f","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:2acf5ea549ca6cdf55ba39d27db1a73a0c2803974a59739e524036199f86bc83","existingObjectRegistrationId":"hbeoa_fa3e6e833b7341e83b804f9314868fcb6902fbe3dbe6487f03a5bf2373cb949f","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/README.md","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified. Download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-14T17:35:23.426Z","evidence_url":"/api/manifests/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_d5da5d1d086be3eb704f2886615a312ecd23b26f6cd4d54ff78646f0a8eeaffb","policyDigest":"sha256:2acf5ea549ca6cdf55ba39d27db1a73a0c2803974a59739e524036199f86bc83","publicationId":"hbeol_d5da5d1d086be3eb704f2886615a312ecd23b26f6cd4d54ff78646f0a8eeaffb","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"banner.svg","sizeBytes":2428,"storageSizeBytes":2428,"format":"svg","sha256":"fde1055d423aa5b088eefd097fc12f2c755fe3f7668cca7d7adfcd2b96701625","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"0ffee5397751bc697deb1b47c719730c14a4602a","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_d5da5d1d086be3eb704f2886615a312ecd23b26f6cd4d54ff78646f0a8eeaffb","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:2acf5ea549ca6cdf55ba39d27db1a73a0c2803974a59739e524036199f86bc83","existingObjectRegistrationId":"hbeoa_d5da5d1d086be3eb704f2886615a312ecd23b26f6cd4d54ff78646f0a8eeaffb","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/banner.svg","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified. Download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-14T17:35:23.426Z","evidence_url":"/api/manifests/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf"},"signature_state":"signed"}],"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":10,"publicFileCount":10,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-14T17:33:36.961Z","webUrl":"https://huggingbay.xyz/artifact/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf","listedFileLowerBound":10,"hostingStatus":"hosted","signals":{"size":{"known":true,"bytes":1016222746734,"label":"946.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":6736,"upstreamStars":12,"label":"6.7K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-file-downloads-only","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"pass","detail":"10/10 repository files hosted"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: mit","Provenance: SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF","Hosted files: 10/10 repository files hosted","Byte manifest integrity: selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Scan: pending"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":0,"totalFiles":10},"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-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/mirrors"}},"mirrorCompletion":{"status":"hosted","hostedFiles":10,"totalFiles":10,"externalFiles":0,"hostedBytes":1016222746734,"externalBytes":0,"lowRiskExternalFiles":0,"overFileCapFiles":0,"overBatchCapFiles":0,"directMirrorExternalFiles":0,"directMirrorExternalBytes":0,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[]},"cardDescription":"A chat model for conversations, questions and writing.","licenseLabel":"mit","recommendedFile":{"path":"GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf","fileCount":1,"selectedSizeBytes":195512877856,"files":[{"path":"GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf","sizeBytes":195512877856,"downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf"}],"sizeBytes":195512877856,"storageSizeBytes":195512877856,"hosted":true,"downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf"},"licenseClarity":{"license":"mit","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":"mit","upstreamLicenseRaw":"mit","sourceUrl":"https://huggingface.co/SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF","upstream":{"gated":false,"repoId":"SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF","private":false,"repoUrl":"https://huggingface.co/SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"e8b51a5b8a4519cf12a54b4982fe9c791920cf28","fetchedAt":"2026-10-08T17:24:07.753Z","importMode":"external-catalog","licenseRaw":"mit","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-08T17:24:07.753Z","revision":"e8b51a5b8a4519cf12a54b4982fe9c791920cf28"},"licenseDeclared":"mit","mirrorLicensePolicy":"permissive"}},"gateStatus":"mirror-exists","downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified. Download is available now.","serveEvaluatedAt":"2026-11-14T17:35:23.271Z","serveEvaluationId":"serve-29b55f81b64ea6a80f9a8412770880be653dc030f4130e82664dd0036dbdb5bf","readiness":"ready","downloadReady":true,"mirroredBytes":1016222746734,"readinessCheckedAt":"2026-11-14T17:35:23.426Z","readinessSource":"file-check","serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified. Download is available now.","serveEvaluatedAt":"2026-11-14T17:35:23.271Z","serveEvaluationId":"serve-29b55f81b64ea6a80f9a8412770880be653dc030f4130e82664dd0036dbdb5bf","readiness":"ready","downloadReady":true,"hostedFileCount":10,"mirroredBytes":1016222746734,"readinessCheckedAt":"2026-11-14T17:35:23.271Z","readinessSource":"file-check","degraded":false,"stale":false},"authorityMode":"private-download-only","commandsAvailable":false,"runReady":false,"attribution":"Hosted · published SHA-256 checksums · https://huggingbay.xyz/artifact/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-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":true,"modelState":{"state":"ready","word":"Ready","sentence":"Files are hosted here and ready to download."},"pageFacts":{"id":"hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf","repo":"SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF","type":"llm","purpose":"open-weights language model for text generation","license":{"id":"mit","label":"mit","state":"known","url":"https://spdx.org/licenses/MIT.html","source":"spdx","hostedFile":false,"commercialUse":"yes","terms":"Permissive open license: commercial use, modification, and redistribution are permitted."},"task":{"id":"text-generation","label":"text generation"},"size":{"bytes":1016222746734,"label":"1.02 TB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":true,"hostedBytes":1016222746734,"hostedLabel":"1.02 TB","hostedSummary":"10 files, 1.02 TB","hostedIsSubset":false,"downloadBytes":195512877856,"downloadLabel":"195.5 GB","recommended":{"path":"GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf","fileName":"GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf","fileCount":1,"quant":"Q4_K_M","bytes":195512877856,"label":"195.5 GB (Q4_K_M)","variants":7,"basis":"caller-selected"},"parameters":null,"sentence":"Hosted here: 10 files, 1.02 TB. Full repo upstream: 1.02 TB. The recommended download, GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf (Q4_K_M), is 195.5 GB."},"files":{"hosted":10,"total":10,"label":"10 hosted of 10 listed"},"manifestSigning":{"status":"signed","label":"Signed by the harbor","publicKeyUrl":"/api/keys/manifest-signing","keyId":"ed25519:718f9ccff1cef500235425ce","manifestUrl":"/api/manifests/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf","signature":{"version":1,"algorithm":"Ed25519","key_id":"ed25519:718f9ccff1cef500235425ce","canonical_digest":"sha256:fa0c77acfb6ab9ec001179c5d9d35d1e10e689c09c08953eeb439134b42fac94","value":"ml1c9BYGJ6xLA8KKAfqQCLsjI8h0gnEkzMwnxhZ9C-N7GvAIZ_KrhpTDvf0R_ujAXNLKVdhU6tsEqE8LufY_DQ","signed_at":"2026-11-14T17:35:23.676Z","public_key_url":"/api/keys/manifest-signing","payload":"canonical-json:manifest-excluding-signature-and-generated_at","canonical_encoding":"rfc8785","canonical_excludes":["signature","generated_at","manifest_digest","serveEvaluatedAt","serveEvaluationId","serveExplanation","readinessCheckedAt","obtainReady","serveVerdict","reason","reasonCodes"]}},"download":{"status":"hosted","label":"Download here (10 hosted files)","url":"/artifact/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/files"},"released":{"iso":"2026-10-08","label":"Oct 8, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-09-15","label":"Sep 15, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF","repoId":"SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF"},"languages":[],"baseModel":{"ref":"dealignai/GLM-5.3-Flash-CYBERSECURITY-W4A16","url":"https://huggingface.co/dealignai/GLM-5.3-Flash-CYBERSECURITY-W4A16","resolveUrl":"/resolve?q=dealignai%2FGLM-5.3-Flash-CYBERSECURITY-W4A16"},"paperIds":[],"arxivIds":[],"sameAs":["https://huggingface.co/SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF"],"creator":{"@type":"Organization","name":"SyndicateLabs","url":"https://huggingface.co/SyndicateLabs","sameAs":["https://huggingface.co/SyndicateLabs"]},"scholarlyArticles":[],"scanStatus":"pending","faq":[{"id":"what-is-it","question":"What is SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF?","answer":"SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF is an open-weights language model for text generation published by SyndicateLabs, added to Hugging Bay Oct 8, 2026. Model from Hugging Face for llm: SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF · unknown"},{"id":"license","question":"What license does SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF use, and can I use it commercially?","answer":"It is released under the mit license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted."},{"id":"size","question":"How big is SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF?","answer":"Hosted here: 10 files, 1.02 TB. Full repo upstream: 1.02 TB. The recommended download, GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf (Q4_K_M), is 195.5 GB."},{"id":"download","question":"Where can I download SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF?","answer":"Hosted here: 10 files, 1.02 TB. Full repo upstream: 1.02 TB. The original release is at https://huggingface.co/SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF."},{"id":"safety","question":"Has SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-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. 10 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-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":{"words":"GLM-5.3-Flash-CYBERSECURITY-GGUF is an open-weights language model for text generation. The primary file is GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf (195.51 GB, Q4_K_M). The primary file needs about 255 GB free for the Q4 file (file plus room to run it). License: MIT. The SHA-256 prefix is 93f3853b7b70. The primary Download is available now. No tested run commands for this file yet. See Files for current download availability. The size and hash details refer to the selected file, not every file in the repository. The memory figure is estimated from recorded file size with working room included.","metaDescription":"GLM-5.3-Flash-CYBERSECURITY-GGUF · 195.51 GB · Q4_K_M · ~255 GB RAM · License: MIT · SHA-256 93f3853b7b70 · Download available"},"modelRecipeReceipt":null},"guidedDownloadCard":{"schemaVersion":"hugging-bay.guided-download-card/v2","artifactId":"hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf","repo":"SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF","serveState":"READY","downloadReady":true,"reasonCodes":[],"withheld":{"active":false},"wasmRun":null,"bytesOnStorage":true,"file":{"path":"GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf","fileName":"GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf","sha256":"93f3853b7b7096a84c90d3f8d8c075e1eaaf29612d0f794ddf69afe7e1e00db3","bytes":195512877856,"sizeLabel":"195.5 GB","needGb":255,"downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf"},"noHostedWeights":false,"notSingleFile":false,"download":{"available":true,"url":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf","sizeLabel":"195.51 GB","bytes":195512877856,"fileCount":1,"files":[{"path":"GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf","fileName":"GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf","sha256":"93f3853b7b7096a84c90d3f8d8c075e1eaaf29612d0f794ddf69afe7e1e00db3","bytes":195512877856,"sizeLabel":"195.5 GB","needGb":255,"downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf"}],"sha256":"93f3853b7b7096a84c90d3f8d8c075e1eaaf29612d0f794ddf69afe7e1e00db3"},"otherFiles":[{"path":".gitattributes","fileName":".gitattributes","sha256":"ee26aa3a14b65fae4036ebce73b7effc35225214de560808ab6274a74351291c","sizeLabel":"2.36 KB","downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/.gitattributes"},{"path":"GLM-5.3-Flash-CYBER-IQ1_M-MTP.gguf","fileName":"GLM-5.3-Flash-CYBER-IQ1_M-MTP.gguf","sha256":"08075bd8bc5b0fbf147cb89c8a560a282367de46fda545c1eb116a860659f888","sizeLabel":"101.2 GB","downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/GLM-5.3-Flash-CYBER-IQ1_M-MTP.gguf"},{"path":"GLM-5.3-Flash-CYBER-IQ2_M-MTP.gguf","fileName":"GLM-5.3-Flash-CYBER-IQ2_M-MTP.gguf","sha256":"b1f9c1dca5b739c2f264279f1a98e4a7955d0b8ed821e6f573015b819c9f34f8","sizeLabel":"121.9 GB","downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/GLM-5.3-Flash-CYBER-IQ2_M-MTP.gguf"},{"path":"GLM-5.3-Flash-CYBER-IQ2_M.gguf","fileName":"GLM-5.3-Flash-CYBER-IQ2_M.gguf","sha256":"0fbbc43874f8cd50168d96c4db54fd3d0b26953db6549b1529a0fa977d5ed5f2","sizeLabel":"115.5 GB","downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/GLM-5.3-Flash-CYBER-IQ2_M.gguf"},{"path":"GLM-5.3-Flash-CYBER-IQ3_M-MTP.gguf","fileName":"GLM-5.3-Flash-CYBER-IQ3_M-MTP.gguf","sha256":"be53cda9581634506a6237297a076863bb064aaca04d78acb59370434c7f4830","sizeLabel":"154.9 GB","downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/GLM-5.3-Flash-CYBER-IQ3_M-MTP.gguf"},{"path":"GLM-5.3-Flash-CYBER-IQ3_M.gguf","fileName":"GLM-5.3-Flash-CYBER-IQ3_M.gguf","sha256":"a8f3ba56b7e119662a804bb026741d88c28e1f25f4d233ea18608d061add604f","sizeLabel":"151.3 GB","downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/GLM-5.3-Flash-CYBER-IQ3_M.gguf"},{"path":"GLM-5.3-Flash-CYBER-IQ4_XS-MTP.gguf","fileName":"GLM-5.3-Flash-CYBER-IQ4_XS-MTP.gguf","sha256":"d1dabf471685d1f6758bbccc24ca4fc690d8a33dba7675948ce6961c2793c908","sizeLabel":"176 GB","downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/GLM-5.3-Flash-CYBER-IQ4_XS-MTP.gguf"},{"path":"README.md","fileName":"README.md","sha256":"ef91a0ec46a97cee4cd76f6ec7ea459ed508f6978299c6848646533b4d93f2e7","sizeLabel":"4.12 KB","downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/README.md"},{"path":"banner.svg","fileName":"banner.svg","sha256":"fde1055d423aa5b088eefd097fc12f2c755fe3f7668cca7d7adfcd2b96701625","sizeLabel":"2.43 KB","downloadUrl":"/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/banner.svg"}],"run":{"available":false,"reason":"no-verified-chat-template","lmStudioUrl":"https://lmstudio.ai/","terminalCommand":null,"verificationMessage":"Bytes checked · not run here yet"},"paused":{"active":false},"blocked":{"active":false},"unconfirmed":{"active":false},"licenseGate":{"active":false},"checks":{"license":"mit","licenseLabel":null,"fingerprintMatches":false,"hostedFiles":10,"totalFiles":10},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-11-14T17:35:23.683Z","readiness":"ready","downloadable":true,"downloadStatus":"READY","hostedFileCount":10,"mirroredBytes":1016222746734,"readinessCheckedAt":"2026-11-14T17:35:23.684Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":10,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-14T17:35:23.684Z","evidence_url":"/api/manifests/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf"}},"howToRun":{"schema":"hugging-bay.how-to-run.v1","available":true,"runtime":"llama.cpp","command":"llama-cli -m './GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf' -p 'Hello' -n 64 -no-cnv","file":{"path":"GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf","sha256":"93f3853b7b7096a84c90d3f8d8c075e1eaaf29612d0f794ddf69afe7e1e00db3","sizeBytes":195512877856},"minimumRamGb":326,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf","downloadCommand":"curl -fL -o 'GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf' 'https://huggingbay.xyz/api/downloads/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf'","verifyCommand":"echo '93f3853b7b7096a84c90d3f8d8c075e1eaaf29612d0f794ddf69afe7e1e00db3  GLM-5.3-Flash-CYBER-Q4_K_M-MTP.gguf' | shasum -a 256 -c -","downloadUrlNote":"Stable URL. Each GET re-checks the file and redirects to a signed link that lasts at most 300 seconds; open it again for a fresh link.","filesUrl":"https://huggingbay.xyz/api/v1/artifacts/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf/files","tested":false,"note":"minimumRamGb is an estimate from the file size (file at most 0.6 x memory), not a measurement."},"canIRun":true,"modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for having conversations.","confidence":"medium","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"baseModel","value":"dealignai/GLM-5.3-Flash-CYBERSECURITY-W4A16"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[{"repo":"dealignai/GLM-5.3-Flash-CYBERSECURITY-W4A16","field":"baseModel"}],"parameters":null,"size":{"bytes":1016222746734,"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":"SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF"}},"catalogSummary":{"schemaVersion":"hugging-bay.catalog-summaries.v3","modelId":"hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf","facts":{"id":"hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf","repo":"SyndicateLabs/GLM-5.3-Flash-CYBERSECURITY-GGUF","type":"llm","sizeBytes":1016222746734,"licenseLabel":"mit"},"license":"mit","text":"This model is a dynamically requantized GGUF MoE model with a preserved nextn draft head and an imatrix guided tensor budget that protects router and expert tensors. It is cyber security tuned and intended for defense, red teaming, security research, and evaluation.","sentences":["This model is a dynamically requantized GGUF MoE model with a preserved nextn draft head and an imatrix guided tensor budget that protects router and expert tensors.","It is cyber security tuned and intended for defense, red teaming, security research, and evaluation."],"honestyChecked":true},"runs_here":{"schema_version":1,"artifact_id":"hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf","revision":"e8b51a5b8a4519cf12a54b4982fe9c791920cf28","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":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-14T17:35:23.426Z","evidence_url":"/api/manifests/hf-model-syndicatelabs-glm-5-3-flash-cybersecurity-gguf"}}