{"id":"hf-model-pipenetwork-glm-5-3-flash-mlx-6bit","name":"GLM-5.3-Flash-MLX-6bit","tags":["huggingface-import","external-catalog","model","mit","mlx","safetensors","glm5_next","apple-silicon","mixture-of-experts","6-bit","image-text-to-text","conversational","base_model:zai-org/glm-5.3-flash","base_model:quantized:zai-org/glm-5.3-flash","license:mit","region:us","vision","zai-org/glm-5.3-flash"],"task":"image-text-to-text","type":"vision","evals":[],"owner":"pipenetwork","stars":3,"formats":["mlx","gitattributes","md","jinja","json","safetensors"],"hosting":{"status":"hosted","totalFiles":63,"hostedFiles":28,"mirroredBytes":255838180248,"mirroredFiles":28,"hostedFilesAuthority":"live-serve-decision","hosted":true,"downloadable":true,"readyFileCount":28,"serveAuthority":"live-serve-decision","downloadReady":true},"license":"mit","summary":"Model from Hugging Face for image text to text: pipenetwork/GLM-5.3-Flash-MLX-6bit · mlx","version":"hf-main","modality":"vision","upstream":{"gated":false,"repoId":"pipenetwork/GLM-5.3-Flash-MLX-6bit","private":false,"repoUrl":"https://huggingface.co/pipenetwork/GLM-5.3-Flash-MLX-6bit","disabled":false,"provider":"huggingface","repoType":"model","revision":"c7f80c374fc08f634057ad71f91097dedb711fa8","fetchedAt":"2026-10-08T18:54:13.592Z","importMode":"external-catalog","licenseRaw":"mit","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-08T18:54:13.592Z","revision":"c7f80c374fc08f634057ad71f91097dedb711fa8"},"licenseDeclared":"mit","mirrorLicensePolicy":"permissive"},"versions":[{"commit":"c7f80c3","version":"hf-main","releasedAt":"2026-08-28T23:53:02.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"baseModel":"zai-org/GLM-5.3-Flash","citations":0,"createdAt":"2026-10-08T18:54:13.638Z","fileCount":63,"framework":"mlx","publisher":"pipenetwork","sizeBytes":255858412838,"sourceUrl":"https://huggingface.co/pipenetwork/GLM-5.3-Flash-MLX-6bit","updatedAt":"2026-08-28T23:53:02.000Z","scanStatus":"pending","visibility":"public","derivedFrom":"zai-org/GLM-5.3-Flash","description":"External Hugging Face catalog record for pipenetwork/GLM-5.3-Flash-MLX-6bit. Task: image text to text. Library: mlx. Base model: zai-org/GLM-5.3-Flash. Files we host have a published SHA-256.","mirrorCount":0,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-10-08T18:54:13.638Z.","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":"zai-org/GLM-5.3-Flash","languages":[],"sourceUrl":"https://huggingface.co/pipenetwork/GLM-5.3-Flash-MLX-6bit","evalResults":[],"libraryName":"mlx","pipelineTag":"image-text-to-text","cardDataKeys":["base_model","base_model_relation","library_name","license","pipeline_tag","tags"],"semanticText":"image-text-to-text mlx vision model zai-org/glm-5.3-flash safetensors","semanticTerms":["image-text-to-text","mlx","vision","model","zai-org/glm-5.3-flash","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"LICENSE","sizeBytes":1070},{"lfs":false,"path":"README.md","sizeBytes":5388},{"lfs":false,"path":"chat_template.jinja","sizeBytes":10644},{"lfs":false,"path":"config.json","sizeBytes":13447},{"lfs":false,"path":"generation_config.json","sizeBytes":194},{"lfs":true,"path":"model-00001.safetensors","sizeBytes":11819070608},{"lfs":true,"path":"model-00002.safetensors","sizeBytes":10087582241},{"lfs":true,"path":"model-00003.safetensors","sizeBytes":10024860812},{"lfs":true,"path":"model-00004.safetensors","sizeBytes":10005654659},{"lfs":true,"path":"model-00005.safetensors","sizeBytes":10065952118},{"lfs":true,"path":"model-00006.safetensors","sizeBytes":10019227426},{"lfs":true,"path":"model-00007.safetensors","sizeBytes":10032918493},{"lfs":true,"path":"model-00008.safetensors","sizeBytes":10079387761},{"lfs":true,"path":"model-00009.safetensors","sizeBytes":10005791897},{"lfs":true,"path":"model-00010.safetensors","sizeBytes":10011288211},{"lfs":true,"path":"model-00011.safetensors","sizeBytes":10101018021},{"lfs":true,"path":"model-00012.safetensors","sizeBytes":10040389058},{"lfs":true,"path":"model-00013.safetensors","sizeBytes":11953061312},{"lfs":true,"path":"model-00014.safetensors","sizeBytes":10087582584},{"lfs":true,"path":"model-00015.safetensors","sizeBytes":10079387761},{"lfs":true,"path":"model-00016.safetensors","sizeBytes":10005791865},{"lfs":true,"path":"model-00017.safetensors","sizeBytes":10011288237},{"lfs":true,"path":"model-00018.safetensors","sizeBytes":10101017881}],"modelIndexNames":[]},"releaseGates":{"scan":"pending","files":"pending","license":"passed","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":5296,"hostedFileCount":28,"cardCompleteness":93,"externalFileCount":35,"verificationStatus":"pending","requestedVisibility":"public","repo":"pipenetwork/GLM-5.3-Flash-MLX-6bit","files":[{"path":".gitattributes","risk":"low","format":"gitattributes","sha256":"","lfsSha256":"","sizeBytes":1570,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"52373fe24473b1aa44333d318f578ae6bf04b49b","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"unsigned"},{"path":"LICENSE","risk":"low","format":"file","sha256":"","lfsSha256":"","sizeBytes":1070,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"986b06fb2916b3518b82c7dcc0870723b91f2f92","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_8589031eb1da170c2e064d54f3ab59efbf71c86d7d75222abc28a1c1e35f6f41","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_8589031eb1da170c2e064d54f3ab59efbf71c86d7d75222abc28a1c1e35f6f41","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"README.md","sizeBytes":5388,"storageSizeBytes":5388,"format":"md","sha256":"6342f6e4f208317d25bb36a1a45ef7396343b781f811b0c9700240fc32f19f31","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"4f41d73651dc185185589c6ee0723c444d62dc26","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_8589031eb1da170c2e064d54f3ab59efbf71c86d7d75222abc28a1c1e35f6f41","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_8589031eb1da170c2e064d54f3ab59efbf71c86d7d75222abc28a1c1e35f6f41","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"path":"chat_template.jinja","risk":"low","format":"jinja","sha256":"","lfsSha256":"","sizeBytes":10644,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"fb94d40d72a2eefa0c7140cb66d941656be16969","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_3cc879d743a09d0cd7bf934162316e6b81fca84d2cbe42ef508732f54b939c54","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_3cc879d743a09d0cd7bf934162316e6b81fca84d2cbe42ef508732f54b939c54","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"config.json","sizeBytes":13447,"storageSizeBytes":13447,"format":"json","sha256":"498e6f3988e606f6b84cd931c66a2353a3bb6dd2ce0207f9227c5f471a440dd8","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"e0ebba5d520a19de4f1ce21711f22ff8013950e8","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_3cc879d743a09d0cd7bf934162316e6b81fca84d2cbe42ef508732f54b939c54","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_3cc879d743a09d0cd7bf934162316e6b81fca84d2cbe42ef508732f54b939c54","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/config.json","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"path":"generation_config.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":194,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"637ee6afa5c6ebfba4eb24bd5b9df68550143597","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_8a4866c9cd1252059795421b90321cc4427f6bd279a78389b0c6fccf51ac67d2","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_8a4866c9cd1252059795421b90321cc4427f6bd279a78389b0c6fccf51ac67d2","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00001.safetensors","sizeBytes":11819070608,"storageSizeBytes":11819070608,"format":"safetensors","sha256":"57a19e6a16ed73f14093d474dc1c1a187a88ada7908c511957eca77eef316dc5","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"57a19e6a16ed73f14093d474dc1c1a187a88ada7908c511957eca77eef316dc5","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_8a4866c9cd1252059795421b90321cc4427f6bd279a78389b0c6fccf51ac67d2","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_8a4866c9cd1252059795421b90321cc4427f6bd279a78389b0c6fccf51ac67d2","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00001.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_3a7def5dad98659b58a256d6bcc672eb8cc2babab13f54e943954bb7355a370c","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_3a7def5dad98659b58a256d6bcc672eb8cc2babab13f54e943954bb7355a370c","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00002.safetensors","sizeBytes":10087582241,"storageSizeBytes":10087582241,"format":"safetensors","sha256":"21a00546741b4f6f4dda7351e100a9bf733f606f228ade523b93866993d11de4","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"21a00546741b4f6f4dda7351e100a9bf733f606f228ade523b93866993d11de4","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_3a7def5dad98659b58a256d6bcc672eb8cc2babab13f54e943954bb7355a370c","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_3a7def5dad98659b58a256d6bcc672eb8cc2babab13f54e943954bb7355a370c","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00002.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_e7bfed0991b3b0a87387a26b01c758959d5fbc5a79bdeaeaae53b2a7afc77ded","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_e7bfed0991b3b0a87387a26b01c758959d5fbc5a79bdeaeaae53b2a7afc77ded","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00003.safetensors","sizeBytes":10024860812,"storageSizeBytes":10024860812,"format":"safetensors","sha256":"4ab51bc8a3afcbafa8c0f5a6a666490d67ccc244a082b33455d631c73cb4dd48","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"4ab51bc8a3afcbafa8c0f5a6a666490d67ccc244a082b33455d631c73cb4dd48","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_e7bfed0991b3b0a87387a26b01c758959d5fbc5a79bdeaeaae53b2a7afc77ded","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_e7bfed0991b3b0a87387a26b01c758959d5fbc5a79bdeaeaae53b2a7afc77ded","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00003.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_1434d4a3da370082254cf4510cbe26edb3619c5aa7cb6f307b332e70d7fb106f","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_1434d4a3da370082254cf4510cbe26edb3619c5aa7cb6f307b332e70d7fb106f","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00004.safetensors","sizeBytes":10005654659,"storageSizeBytes":10005654659,"format":"safetensors","sha256":"5e4987a0f318260785914f547303213330891fa7c1ef89a55ff77c2c92c00e25","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"5e4987a0f318260785914f547303213330891fa7c1ef89a55ff77c2c92c00e25","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_1434d4a3da370082254cf4510cbe26edb3619c5aa7cb6f307b332e70d7fb106f","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_1434d4a3da370082254cf4510cbe26edb3619c5aa7cb6f307b332e70d7fb106f","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00004.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_8a3ca9322a5a94f04b9b24900b91cc213e2ca12d33d89a77f7cc9058a18c3e95","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_8a3ca9322a5a94f04b9b24900b91cc213e2ca12d33d89a77f7cc9058a18c3e95","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00005.safetensors","sizeBytes":10065952118,"storageSizeBytes":10065952118,"format":"safetensors","sha256":"4cfe4451be411a0a51a5f0593fa1f156f19c70e05b878232725ce218215510aa","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"4cfe4451be411a0a51a5f0593fa1f156f19c70e05b878232725ce218215510aa","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_8a3ca9322a5a94f04b9b24900b91cc213e2ca12d33d89a77f7cc9058a18c3e95","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_8a3ca9322a5a94f04b9b24900b91cc213e2ca12d33d89a77f7cc9058a18c3e95","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00005.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_da85bcdec7cb249b699ab5ba7d5d4071911b02bd6c4f6ed74d2adda323ff2b10","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_da85bcdec7cb249b699ab5ba7d5d4071911b02bd6c4f6ed74d2adda323ff2b10","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00006.safetensors","sizeBytes":10019227426,"storageSizeBytes":10019227426,"format":"safetensors","sha256":"5894f2a8d8c8805d876ff69a29e5bfbc80af106cf80c39617d339a223fedc097","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"5894f2a8d8c8805d876ff69a29e5bfbc80af106cf80c39617d339a223fedc097","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_da85bcdec7cb249b699ab5ba7d5d4071911b02bd6c4f6ed74d2adda323ff2b10","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_da85bcdec7cb249b699ab5ba7d5d4071911b02bd6c4f6ed74d2adda323ff2b10","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00006.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_029903f491018cbb9ddb7a80e1a37251e2270e924d29201d56a244ba67aea3ff","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_029903f491018cbb9ddb7a80e1a37251e2270e924d29201d56a244ba67aea3ff","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00007.safetensors","sizeBytes":10032918493,"storageSizeBytes":10032918493,"format":"safetensors","sha256":"27dfa7bd930c7cbaa8786c3e3141b46cb4f17fa54e33f95689f5c98d5e4d3320","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"27dfa7bd930c7cbaa8786c3e3141b46cb4f17fa54e33f95689f5c98d5e4d3320","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_029903f491018cbb9ddb7a80e1a37251e2270e924d29201d56a244ba67aea3ff","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_029903f491018cbb9ddb7a80e1a37251e2270e924d29201d56a244ba67aea3ff","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00007.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_283d4c900da60ff6d747647bcbcc16a82fb54dc698a424038fbf788f730c089c","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_283d4c900da60ff6d747647bcbcc16a82fb54dc698a424038fbf788f730c089c","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00008.safetensors","sizeBytes":10079387761,"storageSizeBytes":10079387761,"format":"safetensors","sha256":"ed7904b0edfbe0f5ca966aaca36bcad746a777c3d5bbe74ddb84d3d2a543a575","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"ed7904b0edfbe0f5ca966aaca36bcad746a777c3d5bbe74ddb84d3d2a543a575","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_283d4c900da60ff6d747647bcbcc16a82fb54dc698a424038fbf788f730c089c","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_283d4c900da60ff6d747647bcbcc16a82fb54dc698a424038fbf788f730c089c","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00008.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_7e8620ea4f106fe647d30ffe3926751fcf6573ae3798f259279d2e11d56a57fd","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_7e8620ea4f106fe647d30ffe3926751fcf6573ae3798f259279d2e11d56a57fd","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00009.safetensors","sizeBytes":10005791897,"storageSizeBytes":10005791897,"format":"safetensors","sha256":"0baa087997df85986be6d8ca1687faafc9978f7e32ab9a6b185b006a50fc2303","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"0baa087997df85986be6d8ca1687faafc9978f7e32ab9a6b185b006a50fc2303","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_7e8620ea4f106fe647d30ffe3926751fcf6573ae3798f259279d2e11d56a57fd","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_7e8620ea4f106fe647d30ffe3926751fcf6573ae3798f259279d2e11d56a57fd","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00009.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_f3f010c7535df5e0244cc790093ca0f47332ef984ad80c40454b37219681a1d0","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_f3f010c7535df5e0244cc790093ca0f47332ef984ad80c40454b37219681a1d0","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00010.safetensors","sizeBytes":10011288211,"storageSizeBytes":10011288211,"format":"safetensors","sha256":"ce7d67dcd17ba76a092a61d2b54fb0bb7e6606e5aa7e3e0d19c370a6b0db672f","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"ce7d67dcd17ba76a092a61d2b54fb0bb7e6606e5aa7e3e0d19c370a6b0db672f","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_f3f010c7535df5e0244cc790093ca0f47332ef984ad80c40454b37219681a1d0","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_f3f010c7535df5e0244cc790093ca0f47332ef984ad80c40454b37219681a1d0","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00010.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_c3791f6e28bbc2cba6d5c92c4228152829d09dec59f23a576c3575eb7f159cba","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_c3791f6e28bbc2cba6d5c92c4228152829d09dec59f23a576c3575eb7f159cba","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00011.safetensors","sizeBytes":10101018021,"storageSizeBytes":10101018021,"format":"safetensors","sha256":"5e748ab5f16245422eb3b3e38dc339557945130cd3c9e45556b72d455a646cee","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"5e748ab5f16245422eb3b3e38dc339557945130cd3c9e45556b72d455a646cee","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_c3791f6e28bbc2cba6d5c92c4228152829d09dec59f23a576c3575eb7f159cba","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_c3791f6e28bbc2cba6d5c92c4228152829d09dec59f23a576c3575eb7f159cba","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00011.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_2b77cf0f18af1d9cef844fcc75c7ddfc095342a50b3c7114a1c6ec4095e54978","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_2b77cf0f18af1d9cef844fcc75c7ddfc095342a50b3c7114a1c6ec4095e54978","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00012.safetensors","sizeBytes":10040389058,"storageSizeBytes":10040389058,"format":"safetensors","sha256":"96603eeae65e31d570e464192da21fb82ed04154cf26b2baef189a7c4e2f7a1e","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"96603eeae65e31d570e464192da21fb82ed04154cf26b2baef189a7c4e2f7a1e","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_2b77cf0f18af1d9cef844fcc75c7ddfc095342a50b3c7114a1c6ec4095e54978","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_2b77cf0f18af1d9cef844fcc75c7ddfc095342a50b3c7114a1c6ec4095e54978","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00012.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_9a0c64a35d569e978914484a0091366b9ef94ed705a1d708d80a3942ff9f5083","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_9a0c64a35d569e978914484a0091366b9ef94ed705a1d708d80a3942ff9f5083","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00013.safetensors","sizeBytes":11953061312,"storageSizeBytes":11953061312,"format":"safetensors","sha256":"5458268e421887a1345950ec144ff02b7a681e3ef368f5f4968b74c2482a830a","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"5458268e421887a1345950ec144ff02b7a681e3ef368f5f4968b74c2482a830a","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_9a0c64a35d569e978914484a0091366b9ef94ed705a1d708d80a3942ff9f5083","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_9a0c64a35d569e978914484a0091366b9ef94ed705a1d708d80a3942ff9f5083","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00013.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_5ac635be0026c1370cb716628bdb9ece3eb6f2b6554852ece62af6f5b8e93d98","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_5ac635be0026c1370cb716628bdb9ece3eb6f2b6554852ece62af6f5b8e93d98","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00014.safetensors","sizeBytes":10087582584,"storageSizeBytes":10087582584,"format":"safetensors","sha256":"4df9715d279ca138f0b327ee1d65bb1447475edef49456359331d189c3dff8fa","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"4df9715d279ca138f0b327ee1d65bb1447475edef49456359331d189c3dff8fa","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_5ac635be0026c1370cb716628bdb9ece3eb6f2b6554852ece62af6f5b8e93d98","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_5ac635be0026c1370cb716628bdb9ece3eb6f2b6554852ece62af6f5b8e93d98","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00014.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_16587ced28e21afd8e425e20cd0a3317a9f1f01f458d29af87de267e6062ec50","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_16587ced28e21afd8e425e20cd0a3317a9f1f01f458d29af87de267e6062ec50","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00015.safetensors","sizeBytes":10079387761,"storageSizeBytes":10079387761,"format":"safetensors","sha256":"e1765923d1882830107dbb795366a26051a0797ab7b73a29e514222145a1b3b9","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"e1765923d1882830107dbb795366a26051a0797ab7b73a29e514222145a1b3b9","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_16587ced28e21afd8e425e20cd0a3317a9f1f01f458d29af87de267e6062ec50","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_16587ced28e21afd8e425e20cd0a3317a9f1f01f458d29af87de267e6062ec50","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00015.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_20f4bd3608748cf6dbcc5912de6eb7ce5ba5a7cb00328e2952b59c863a29239d","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_20f4bd3608748cf6dbcc5912de6eb7ce5ba5a7cb00328e2952b59c863a29239d","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00016.safetensors","sizeBytes":10005791865,"storageSizeBytes":10005791865,"format":"safetensors","sha256":"610dcb87f006b49bfdbcc62fb256614479128eccfa966bf9ecf2795fb72b2717","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"610dcb87f006b49bfdbcc62fb256614479128eccfa966bf9ecf2795fb72b2717","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_20f4bd3608748cf6dbcc5912de6eb7ce5ba5a7cb00328e2952b59c863a29239d","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_20f4bd3608748cf6dbcc5912de6eb7ce5ba5a7cb00328e2952b59c863a29239d","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00016.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_bf7904d3a0da4166fccc387e6ec8b9b1179254a3e472a024f8f866e6c3b8724b","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_bf7904d3a0da4166fccc387e6ec8b9b1179254a3e472a024f8f866e6c3b8724b","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00017.safetensors","sizeBytes":10011288237,"storageSizeBytes":10011288237,"format":"safetensors","sha256":"fd059c20d8a6b863ac851ed559a9c5eab16a2533b4eaab82f2d61f46cd843511","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"fd059c20d8a6b863ac851ed559a9c5eab16a2533b4eaab82f2d61f46cd843511","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_bf7904d3a0da4166fccc387e6ec8b9b1179254a3e472a024f8f866e6c3b8724b","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_bf7904d3a0da4166fccc387e6ec8b9b1179254a3e472a024f8f866e6c3b8724b","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00017.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_c975ff5bd7be681ebe21382316c218c4877cedc8bb98a1f327492473052f1bf1","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_c975ff5bd7be681ebe21382316c218c4877cedc8bb98a1f327492473052f1bf1","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00018.safetensors","sizeBytes":10101017881,"storageSizeBytes":10101017881,"format":"safetensors","sha256":"516b3cc3ea3eb378bd6a698bdeb9afb154fb2f969fb444c7f77dc3679541f6cf","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"516b3cc3ea3eb378bd6a698bdeb9afb154fb2f969fb444c7f77dc3679541f6cf","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_c975ff5bd7be681ebe21382316c218c4877cedc8bb98a1f327492473052f1bf1","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_c975ff5bd7be681ebe21382316c218c4877cedc8bb98a1f327492473052f1bf1","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00018.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_7dff884e364cc514aeba17fa1d77d6adee56bf907ca47481322110faf4f41a33","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_7dff884e364cc514aeba17fa1d77d6adee56bf907ca47481322110faf4f41a33","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00019.safetensors","sizeBytes":10040389036,"storageSizeBytes":10040389036,"format":"safetensors","sha256":"7452822fe57a5133ec1da911ad7d079c0a40a1a0560411ffd29dbf46094adfe0","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"7452822fe57a5133ec1da911ad7d079c0a40a1a0560411ffd29dbf46094adfe0","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_7dff884e364cc514aeba17fa1d77d6adee56bf907ca47481322110faf4f41a33","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_7dff884e364cc514aeba17fa1d77d6adee56bf907ca47481322110faf4f41a33","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00019.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_627fecd0a5af4a257b358ecc6dc32a67bd64be72a7191cdc6378d79130a6d4c8","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_627fecd0a5af4a257b358ecc6dc32a67bd64be72a7191cdc6378d79130a6d4c8","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00020.safetensors","sizeBytes":11953061312,"storageSizeBytes":11953061312,"format":"safetensors","sha256":"e2c58b7c4e323f3acb01898e9d7e850eda9f06b31515966dee39e25fdda3b7d8","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"e2c58b7c4e323f3acb01898e9d7e850eda9f06b31515966dee39e25fdda3b7d8","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_627fecd0a5af4a257b358ecc6dc32a67bd64be72a7191cdc6378d79130a6d4c8","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_627fecd0a5af4a257b358ecc6dc32a67bd64be72a7191cdc6378d79130a6d4c8","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00020.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_87136bb603f3f42a59368b6be547ed4837ecfecf162abdf5a00dd1aad6589d21","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_87136bb603f3f42a59368b6be547ed4837ecfecf162abdf5a00dd1aad6589d21","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00021.safetensors","sizeBytes":10087582488,"storageSizeBytes":10087582488,"format":"safetensors","sha256":"8c701c2e1bb6d90872fc047153c3c40f8c849b9ed7fe15d7bbdb2c163e550ca2","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"8c701c2e1bb6d90872fc047153c3c40f8c849b9ed7fe15d7bbdb2c163e550ca2","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_87136bb603f3f42a59368b6be547ed4837ecfecf162abdf5a00dd1aad6589d21","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_87136bb603f3f42a59368b6be547ed4837ecfecf162abdf5a00dd1aad6589d21","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00021.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_f63aa9309a146c4d6c162349281c38c62a5a9881b7175b9d3ec85dfd4fd1c402","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_f63aa9309a146c4d6c162349281c38c62a5a9881b7175b9d3ec85dfd4fd1c402","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00022.safetensors","sizeBytes":10079387759,"storageSizeBytes":10079387759,"format":"safetensors","sha256":"a05aa87aa2787ae147f2d75223b19ed7fda4e7f650c4d24cd599ffe93d731449","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"a05aa87aa2787ae147f2d75223b19ed7fda4e7f650c4d24cd599ffe93d731449","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_f63aa9309a146c4d6c162349281c38c62a5a9881b7175b9d3ec85dfd4fd1c402","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_f63aa9309a146c4d6c162349281c38c62a5a9881b7175b9d3ec85dfd4fd1c402","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00022.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_32d6494af6ccb7437488418a981d819a2aa1de94db594cd3134ecba4da2c08c8","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_32d6494af6ccb7437488418a981d819a2aa1de94db594cd3134ecba4da2c08c8","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00023.safetensors","sizeBytes":10005791909,"storageSizeBytes":10005791909,"format":"safetensors","sha256":"0747db13598d1ad2973b23b734e0f8645b99c928a10d04df35e34c800d212dcf","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"0747db13598d1ad2973b23b734e0f8645b99c928a10d04df35e34c800d212dcf","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_32d6494af6ccb7437488418a981d819a2aa1de94db594cd3134ecba4da2c08c8","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_32d6494af6ccb7437488418a981d819a2aa1de94db594cd3134ecba4da2c08c8","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00023.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_1a75db07d9bf4fabc1963e123e1cf324673a6f883c7fd63f8fcf56a00209beed","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_1a75db07d9bf4fabc1963e123e1cf324673a6f883c7fd63f8fcf56a00209beed","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00024.safetensors","sizeBytes":10011288177,"storageSizeBytes":10011288177,"format":"safetensors","sha256":"89587680f0a1c146f9bf3160a86e8526c4babc69c31a2a3fb202111c5a111724","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"89587680f0a1c146f9bf3160a86e8526c4babc69c31a2a3fb202111c5a111724","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_1a75db07d9bf4fabc1963e123e1cf324673a6f883c7fd63f8fcf56a00209beed","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_1a75db07d9bf4fabc1963e123e1cf324673a6f883c7fd63f8fcf56a00209beed","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00024.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_03020ffe11acbb60c3fd605bface05822d4321e007980c46832f8e2505c42011","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_03020ffe11acbb60c3fd605bface05822d4321e007980c46832f8e2505c42011","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00025.safetensors","sizeBytes":9129118887,"storageSizeBytes":9129118887,"format":"safetensors","sha256":"b31446a3de53cbe19ad1a7cd0f41fb7802f35e2379fe88edcb31883b73bea9bf","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"b31446a3de53cbe19ad1a7cd0f41fb7802f35e2379fe88edcb31883b73bea9bf","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_03020ffe11acbb60c3fd605bface05822d4321e007980c46832f8e2505c42011","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_03020ffe11acbb60c3fd605bface05822d4321e007980c46832f8e2505c42011","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00025.safetensors","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_fce24fa82c77732eec77a0ba0e71963adc495896d911e7846ee6bbafd138eea4","policyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","publicationId":"hbeol_fce24fa82c77732eec77a0ba0e71963adc495896d911e7846ee6bbafd138eea4","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model.safetensors.index.json","sizeBytes":270900,"storageSizeBytes":270900,"format":"json","sha256":"eb1c4dc0fef0027389a70794e1c70ad21887a431ccdebb7461beaa9acb848b70","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"717050afba0e973aedbaaf88e60acfb301d0a961","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_fce24fa82c77732eec77a0ba0e71963adc495896d911e7846ee6bbafd138eea4","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f0dc510a0612f724e1a6f927f4695d140d043fd85863c7c1f747e528bf3d8a61","existingObjectRegistrationId":"hbeoa_fce24fa82c77732eec77a0ba0e71963adc495896d911e7846ee6bbafd138eea4","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model.safetensors.index.json","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"signed"},{"path":"processor_config.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":909,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"3ec2a058b2cdec556eca0f621e8c5164eec213c2","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"unsigned"},{"path":"tokenizer.json","risk":"low","format":"json","sha256":"19e773648cb4e65de8660ea6365e10acca112d42a854923df93db4a6f333a82d","lfsSha256":"19e773648cb4e65de8660ea6365e10acca112d42a854923df93db4a6f333a82d","sizeBytes":20217442,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"aba40197a4cdb5607f4ab7a05fb0a4ee8054fd6d","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"signature_state":"unsigned"},{"path":"tokenizer_config.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":761,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"e375fa0a4e16660ce0e2026e39374d35dad4c079","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"},"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":28,"publicFileCount":63,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-10-31T19:42:46.147Z","listedFileLowerBound":35,"hostingStatus":"hosted","signals":{"size":{"known":true,"bytes":255858412838,"label":"238.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":5296,"upstreamStars":3,"label":"5.3K 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":"pipenetwork/GLM-5.3-Flash-MLX-6bit"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"28/63 repository files hosted; selected representation evaluated separately"},{"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: pipenetwork/GLM-5.3-Flash-MLX-6bit","Byte manifest integrity: selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Scan: pending","Hosted files: 28/63 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":28,"externalFiles":35,"totalFiles":63},"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-pipenetwork-glm-5-3-flash-mlx-6bit/mirrors"}},"mirrorCompletion":{"status":"partial","hostedFiles":28,"totalFiles":35,"externalFiles":7,"hostedBytes":255838180248,"externalBytes":20232590,"lowRiskExternalFiles":7,"overFileCapFiles":0,"overBatchCapFiles":0,"directMirrorExternalFiles":6,"directMirrorExternalBytes":20231520,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[{"path":"generation_config.json","sizeBytes":194,"risk":"low","format":"json"},{"path":"tokenizer_config.json","sizeBytes":761,"risk":"low","format":"json"},{"path":"processor_config.json","sizeBytes":909,"risk":"low","format":"json"},{"path":".gitattributes","sizeBytes":1570,"risk":"low","format":"gitattributes"},{"path":"chat_template.jinja","sizeBytes":10644,"risk":"low","format":"jinja"},{"path":"tokenizer.json","sizeBytes":20217442,"risk":"low","format":"json"}],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[{"path":"tokenizer.json","sizeBytes":20217442,"risk":"low","format":"json","overFileCap":false},{"path":"chat_template.jinja","sizeBytes":10644,"risk":"low","format":"jinja","overFileCap":false},{"path":".gitattributes","sizeBytes":1570,"risk":"low","format":"gitattributes","overFileCap":false},{"path":"LICENSE","sizeBytes":1070,"risk":"low","format":"file","overFileCap":false},{"path":"processor_config.json","sizeBytes":909,"risk":"low","format":"json","overFileCap":false},{"path":"tokenizer_config.json","sizeBytes":761,"risk":"low","format":"json","overFileCap":false},{"path":"generation_config.json","sizeBytes":194,"risk":"low","format":"json","overFileCap":false}]},"cardDescription":"A model for working with images and text together.","licenseLabel":"mit","recommendedFile":{"path":"model-00013.safetensors","fileCount":1,"selectedSizeBytes":11953061312,"files":[{"path":"model-00013.safetensors","sizeBytes":11953061312,"downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00013.safetensors"}],"sizeBytes":11953061312,"storageSizeBytes":11953061312,"hosted":true,"downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00013.safetensors"},"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/pipenetwork/GLM-5.3-Flash-MLX-6bit","upstream":{"gated":false,"repoId":"pipenetwork/GLM-5.3-Flash-MLX-6bit","private":false,"repoUrl":"https://huggingface.co/pipenetwork/GLM-5.3-Flash-MLX-6bit","disabled":false,"provider":"huggingface","repoType":"model","revision":"c7f80c374fc08f634057ad71f91097dedb711fa8","fetchedAt":"2026-10-08T18:54:13.592Z","importMode":"external-catalog","licenseRaw":"mit","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-08T18:54:13.592Z","revision":"c7f80c374fc08f634057ad71f91097dedb711fa8"},"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":"2026-10-31T19:43:32.257Z","serveEvaluationId":"serve-b872b527a77b2a945f0207a9ea0ccb43b64d8aaa6eb2e89d4d9fbb7136cb26f1","readiness":"ready","downloadReady":true,"mirroredBytes":255838180248,"readinessCheckedAt":"2026-10-31T19:43:32.407Z","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":"2026-10-31T19:43:32.257Z","serveEvaluationId":"serve-b872b527a77b2a945f0207a9ea0ccb43b64d8aaa6eb2e89d4d9fbb7136cb26f1","readiness":"ready","downloadReady":true,"hostedFileCount":28,"mirroredBytes":255838180248,"readinessCheckedAt":"2026-10-31T19:43:32.257Z","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-pipenetwork-glm-5-3-flash-mlx-6bit","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,"pageFacts":{"id":"hf-model-pipenetwork-glm-5-3-flash-mlx-6bit","repo":"pipenetwork/GLM-5.3-Flash-MLX-6bit","type":"vision","purpose":"open-weights vision model for vision-language chat","license":{"id":"mit","label":"mit","state":"known","url":"https://huggingface.co/pipenetwork/GLM-5.3-Flash-MLX-6bit/blob/main/LICENSE","source":"upstream-file","hostedFile":false,"commercialUse":"yes","terms":"Permissive open license: commercial use, modification, and redistribution are permitted."},"task":{"id":"image-text-to-text","label":"vision-language chat"},"size":{"bytes":255858412838,"label":"255.9 GB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":false,"hostedBytes":0,"hostedLabel":"size unknown","hostedSummary":"at least 28 listed files; full count and size unknown","hostedIsSubset":false,"downloadBytes":11953061312,"downloadLabel":"12 GB","recommended":{"path":"model-00013.safetensors","fileName":"model-00013.safetensors","fileCount":1,"quant":"","bytes":11953061312,"label":"12 GB","variants":1,"basis":"caller-selected"},"parameters":null,"sentence":"Hosted here: at least 28 listed files; full count and size unknown. Full repo upstream: 255.9 GB. The recommended download, model-00013.safetensors, is 12 GB."},"files":{"hosted":28,"total":63,"label":"28 hosted of 63 listed"},"manifestSigning":{"status":"signed","label":"Signed by the harbor","publicKeyUrl":"/api/keys/manifest-signing","keyId":"ed25519:718f9ccff1cef500235425ce","manifestUrl":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit","signature":{"version":1,"algorithm":"Ed25519","key_id":"ed25519:718f9ccff1cef500235425ce","canonical_digest":"sha256:8a2b0a7e4f43c1f05c4ac43b169eb3581e6969f385c962f34c89ca7eb1dddfd4","value":"zMLacdhVydbl2-g-AaDyWvL8h5OT4h9WtUHMprESHoZgEaHp1TL_ByMxOjzYgt0px42815SuDoF8PzvvMBfLCw","signed_at":"2026-10-31T19:43:32.280Z","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 (28 hosted files)","url":"/artifact/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/files"},"released":{"iso":"2026-10-08","label":"Oct 8, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-08-28","label":"Aug 28, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/pipenetwork/GLM-5.3-Flash-MLX-6bit","repoId":"pipenetwork/GLM-5.3-Flash-MLX-6bit"},"languages":[],"baseModel":{"ref":"zai-org/GLM-5.3-Flash","url":"https://huggingface.co/zai-org/GLM-5.3-Flash","resolveUrl":"/resolve?q=zai-org%2FGLM-5.3-Flash"},"paperIds":[],"arxivIds":[],"sameAs":["https://huggingface.co/pipenetwork/GLM-5.3-Flash-MLX-6bit"],"creator":{"@type":"Organization","name":"pipenetwork","url":"https://huggingface.co/pipenetwork","sameAs":["https://huggingface.co/pipenetwork"]},"scholarlyArticles":[],"scanStatus":"pending","faq":[{"id":"what-is-it","question":"What is pipenetwork/GLM-5.3-Flash-MLX-6bit?","answer":"pipenetwork/GLM-5.3-Flash-MLX-6bit is an open-weights vision model for vision-language chat published by pipenetwork, added to Hugging Bay Oct 8, 2026. Model from Hugging Face for image text to text: pipenetwork/GLM-5.3-Flash-MLX-6bit · mlx"},{"id":"license","question":"What license does pipenetwork/GLM-5.3-Flash-MLX-6bit 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 pipenetwork/GLM-5.3-Flash-MLX-6bit?","answer":"Hosted here: at least 28 listed files; full count and size unknown. Full repo upstream: 255.9 GB. The recommended download, model-00013.safetensors, is 12 GB."},{"id":"download","question":"Where can I download pipenetwork/GLM-5.3-Flash-MLX-6bit?","answer":"Hosted here: at least 28 listed files; full count and size unknown. Full repo upstream: 255.9 GB. The original release is at https://huggingface.co/pipenetwork/GLM-5.3-Flash-MLX-6bit."},{"id":"safety","question":"Has pipenetwork/GLM-5.3-Flash-MLX-6bit 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. 28 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will pipenetwork/GLM-5.3-Flash-MLX-6bit 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-MLX-6bit is an open-weights vision model for vision-language chat. The primary file is model-00013.safetensors (11.95 GB). The primary file needs about 15 GB free for the selected file (file plus room to run it). License: MIT. The SHA-256 prefix is 5458268e4218. 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-MLX-6bit · 11.95 GB · ~15 GB RAM · License: MIT · SHA-256 5458268e4218 · Download available"},"modelRecipeReceipt":null},"guidedDownloadCard":{"schemaVersion":"hugging-bay.guided-download-card/v2","artifactId":"hf-model-pipenetwork-glm-5-3-flash-mlx-6bit","repo":"pipenetwork/GLM-5.3-Flash-MLX-6bit","serveState":"READY","downloadReady":true,"reasonCodes":[],"withheld":{"active":false},"wasmRun":null,"bytesOnStorage":true,"file":{"path":"model-00013.safetensors","fileName":"model-00013.safetensors","sha256":"5458268e421887a1345950ec144ff02b7a681e3ef368f5f4968b74c2482a830a","bytes":11953061312,"sizeLabel":"12 GB","needGb":null,"downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00013.safetensors"},"noHostedWeights":false,"notSingleFile":false,"download":{"available":true,"url":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00013.safetensors","sizeLabel":"11.95 GB","bytes":11953061312,"fileCount":1,"files":[{"path":"model-00013.safetensors","fileName":"model-00013.safetensors","sha256":"5458268e421887a1345950ec144ff02b7a681e3ef368f5f4968b74c2482a830a","bytes":11953061312,"sizeLabel":"12 GB","needGb":null,"downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00013.safetensors"}],"sha256":"5458268e421887a1345950ec144ff02b7a681e3ef368f5f4968b74c2482a830a"},"otherFiles":[{"path":".gitattributes","fileName":".gitattributes","sha256":"","sizeLabel":"1.57 KB","downloadUrl":null},{"path":"LICENSE","fileName":"LICENSE","sha256":"","sizeLabel":"1.07 KB","downloadUrl":null},{"path":"README.md","fileName":"README.md","sha256":"6342f6e4f208317d25bb36a1a45ef7396343b781f811b0c9700240fc32f19f31","sizeLabel":"5.39 KB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/README.md"},{"path":"chat_template.jinja","fileName":"chat_template.jinja","sha256":"","sizeLabel":"10.6 KB","downloadUrl":null},{"path":"config.json","fileName":"config.json","sha256":"498e6f3988e606f6b84cd931c66a2353a3bb6dd2ce0207f9227c5f471a440dd8","sizeLabel":"13.4 KB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/config.json"},{"path":"generation_config.json","fileName":"generation_config.json","sha256":"","sizeLabel":"194 bytes","downloadUrl":null},{"path":"model-00001.safetensors","fileName":"model-00001.safetensors","sha256":"57a19e6a16ed73f14093d474dc1c1a187a88ada7908c511957eca77eef316dc5","sizeLabel":"11.8 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00001.safetensors"},{"path":"model-00002.safetensors","fileName":"model-00002.safetensors","sha256":"21a00546741b4f6f4dda7351e100a9bf733f606f228ade523b93866993d11de4","sizeLabel":"10.1 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00002.safetensors"},{"path":"model-00003.safetensors","fileName":"model-00003.safetensors","sha256":"4ab51bc8a3afcbafa8c0f5a6a666490d67ccc244a082b33455d631c73cb4dd48","sizeLabel":"10 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00003.safetensors"},{"path":"model-00004.safetensors","fileName":"model-00004.safetensors","sha256":"5e4987a0f318260785914f547303213330891fa7c1ef89a55ff77c2c92c00e25","sizeLabel":"10 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00004.safetensors"},{"path":"model-00005.safetensors","fileName":"model-00005.safetensors","sha256":"4cfe4451be411a0a51a5f0593fa1f156f19c70e05b878232725ce218215510aa","sizeLabel":"10.1 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00005.safetensors"},{"path":"model-00006.safetensors","fileName":"model-00006.safetensors","sha256":"5894f2a8d8c8805d876ff69a29e5bfbc80af106cf80c39617d339a223fedc097","sizeLabel":"10 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00006.safetensors"},{"path":"model-00007.safetensors","fileName":"model-00007.safetensors","sha256":"27dfa7bd930c7cbaa8786c3e3141b46cb4f17fa54e33f95689f5c98d5e4d3320","sizeLabel":"10 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00007.safetensors"},{"path":"model-00008.safetensors","fileName":"model-00008.safetensors","sha256":"ed7904b0edfbe0f5ca966aaca36bcad746a777c3d5bbe74ddb84d3d2a543a575","sizeLabel":"10.1 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00008.safetensors"},{"path":"model-00009.safetensors","fileName":"model-00009.safetensors","sha256":"0baa087997df85986be6d8ca1687faafc9978f7e32ab9a6b185b006a50fc2303","sizeLabel":"10 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00009.safetensors"},{"path":"model-00010.safetensors","fileName":"model-00010.safetensors","sha256":"ce7d67dcd17ba76a092a61d2b54fb0bb7e6606e5aa7e3e0d19c370a6b0db672f","sizeLabel":"10 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00010.safetensors"},{"path":"model-00011.safetensors","fileName":"model-00011.safetensors","sha256":"5e748ab5f16245422eb3b3e38dc339557945130cd3c9e45556b72d455a646cee","sizeLabel":"10.1 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00011.safetensors"},{"path":"model-00012.safetensors","fileName":"model-00012.safetensors","sha256":"96603eeae65e31d570e464192da21fb82ed04154cf26b2baef189a7c4e2f7a1e","sizeLabel":"10 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00012.safetensors"},{"path":"model-00014.safetensors","fileName":"model-00014.safetensors","sha256":"4df9715d279ca138f0b327ee1d65bb1447475edef49456359331d189c3dff8fa","sizeLabel":"10.1 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00014.safetensors"},{"path":"model-00015.safetensors","fileName":"model-00015.safetensors","sha256":"e1765923d1882830107dbb795366a26051a0797ab7b73a29e514222145a1b3b9","sizeLabel":"10.1 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00015.safetensors"},{"path":"model-00016.safetensors","fileName":"model-00016.safetensors","sha256":"610dcb87f006b49bfdbcc62fb256614479128eccfa966bf9ecf2795fb72b2717","sizeLabel":"10 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00016.safetensors"},{"path":"model-00017.safetensors","fileName":"model-00017.safetensors","sha256":"fd059c20d8a6b863ac851ed559a9c5eab16a2533b4eaab82f2d61f46cd843511","sizeLabel":"10 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00017.safetensors"},{"path":"model-00018.safetensors","fileName":"model-00018.safetensors","sha256":"516b3cc3ea3eb378bd6a698bdeb9afb154fb2f969fb444c7f77dc3679541f6cf","sizeLabel":"10.1 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00018.safetensors"},{"path":"model-00019.safetensors","fileName":"model-00019.safetensors","sha256":"7452822fe57a5133ec1da911ad7d079c0a40a1a0560411ffd29dbf46094adfe0","sizeLabel":"10 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00019.safetensors"},{"path":"model-00020.safetensors","fileName":"model-00020.safetensors","sha256":"e2c58b7c4e323f3acb01898e9d7e850eda9f06b31515966dee39e25fdda3b7d8","sizeLabel":"12 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00020.safetensors"},{"path":"model-00021.safetensors","fileName":"model-00021.safetensors","sha256":"8c701c2e1bb6d90872fc047153c3c40f8c849b9ed7fe15d7bbdb2c163e550ca2","sizeLabel":"10.1 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00021.safetensors"},{"path":"model-00022.safetensors","fileName":"model-00022.safetensors","sha256":"a05aa87aa2787ae147f2d75223b19ed7fda4e7f650c4d24cd599ffe93d731449","sizeLabel":"10.1 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00022.safetensors"},{"path":"model-00023.safetensors","fileName":"model-00023.safetensors","sha256":"0747db13598d1ad2973b23b734e0f8645b99c928a10d04df35e34c800d212dcf","sizeLabel":"10 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00023.safetensors"},{"path":"model-00024.safetensors","fileName":"model-00024.safetensors","sha256":"89587680f0a1c146f9bf3160a86e8526c4babc69c31a2a3fb202111c5a111724","sizeLabel":"10 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00024.safetensors"},{"path":"model-00025.safetensors","fileName":"model-00025.safetensors","sha256":"b31446a3de53cbe19ad1a7cd0f41fb7802f35e2379fe88edcb31883b73bea9bf","sizeLabel":"9.13 GB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model-00025.safetensors"},{"path":"model.safetensors.index.json","fileName":"model.safetensors.index.json","sha256":"eb1c4dc0fef0027389a70794e1c70ad21887a431ccdebb7461beaa9acb848b70","sizeLabel":"270.9 KB","downloadUrl":"/api/downloads/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit/model.safetensors.index.json"},{"path":"processor_config.json","fileName":"processor_config.json","sha256":"","sizeLabel":"909 bytes","downloadUrl":null},{"path":"tokenizer.json","fileName":"tokenizer.json","sha256":"19e773648cb4e65de8660ea6365e10acca112d42a854923df93db4a6f333a82d","sizeLabel":"20.2 MB","downloadUrl":null},{"path":"tokenizer_config.json","fileName":"tokenizer_config.json","sha256":"","sizeLabel":"761 bytes","downloadUrl":null}],"run":{"available":false,"reason":"non-gguf-no-one-liner-yet","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":28,"totalFiles":63},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-10-31T19:43:32.416Z","readiness":"ready","downloadable":true,"downloadStatus":"READY","hostedFileCount":28,"mirroredBytes":255838180248,"readinessCheckedAt":"2026-10-31T19:43:32.417Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":28,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-31T19:43:32.417Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"}},"canIRun":true,"modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for generating text from images and text.","confidence":"medium","task":"image-text-to-text","audience":null,"basis":"recorded-metadata","rules":["task:image-text-to-text"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"baseModel","value":"zai-org/GLM-5.3-Flash"},{"field":"task","value":"image-text-to-text"},{"field":"cardMetadata.pipelineTag","value":"image-text-to-text"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[{"repo":"zai-org/GLM-5.3-Flash","field":"baseModel"}],"parameters":null,"size":{"bytes":255858412838,"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":"pipenetwork/GLM-5.3-Flash-MLX-6bit"}},"runs_here":{"schema_version":1,"artifact_id":"hf-model-pipenetwork-glm-5-3-flash-mlx-6bit","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-pipenetwork-glm-5-3-flash-mlx-6bit","revision":"c7f80c374fc08f634057ad71f91097dedb711fa8","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":"2026-10-31T19:43:32.407Z","evidence_url":"/api/manifests/hf-model-pipenetwork-glm-5-3-flash-mlx-6bit"}}