{"id":"hf-model-edge0-edge0-8b-a1b-preview","name":"Edge0-8B-A1B-preview","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","moe","edge-inference","prerouter","lora","ssd-offload","text-generation","conversational","custom_code","arxiv:2609.18063","base_model:inclusionai/ling-3.0-tiny-base","base_model:adapter:inclusionai/ling-3.0-tiny-base","license:apache-2.0","4-bit","region:us","llm"],"task":"text-generation","type":"llm","evals":[],"owner":"Edge0","stars":95,"formats":["mlx","gitattributes","jpg","mp4","md","jinja","json","py"],"hosting":{"status":"hosted","totalFiles":24,"hostedFiles":9,"mirroredBytes":4584367891,"mirroredFiles":9,"hostedFilesAuthority":"live-serve-decision","hosted":true,"downloadable":true,"readyFileCount":9,"serveAuthority":"live-serve-decision","downloadReady":true},"license":"apache-2.0","summary":"Model from Hugging Face for text generation: Edge0/Edge0-8B-A1B-preview · mlx","version":"hf-main","modality":"text","upstream":{"gated":false,"repoId":"Edge0/Edge0-8B-A1B-preview","private":false,"repoUrl":"https://huggingface.co/Edge0/Edge0-8B-A1B-preview","disabled":false,"provider":"huggingface","repoType":"model","revision":"cadc35c7059469fad8569a63ce6c851172bbca61","fetchedAt":"2026-10-10T03:40:16.590Z","importMode":"external-catalog","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-10T03:40:16.590Z","revision":"cadc35c7059469fad8569a63ce6c851172bbca61"},"licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"versions":[{"commit":"cadc35c","version":"hf-main","releasedAt":"2026-09-17T04:37:56.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"citations":0,"createdAt":"2026-09-11T03:09:12.554Z","fileCount":24,"framework":"mlx","publisher":"Edge0","sizeBytes":4597698397,"sourceUrl":"https://huggingface.co/Edge0/Edge0-8B-A1B-preview","updatedAt":"2026-09-17T04:37:56.000Z","scanStatus":"pending","visibility":"public","description":"External Hugging Face catalog record for Edge0/Edge0-8B-A1B-preview. Task: text generation. Library: mlx. Files we host have a published SHA-256.","mirrorCount":0,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-10-10T03:40:16.700Z.","Upstream License: apache-2.0. Mirror admission policy: permissive (owner policy; no license rights inferred).","Not locally hosted, mirrored, signed, or rescanned by Hugging Bay."],"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2609.18063"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/Edge0/Edge0-8B-A1B-preview","evalResults":[],"libraryName":"mlx","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation mlx llm model safetensors","semanticTerms":["text-generation","mlx","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1682},{"lfs":true,"path":"20260908-223115.jpg","sizeBytes":1068426},{"lfs":true,"path":"20260910-105854.mp4","sizeBytes":20328509},{"lfs":false,"path":"README.md","sizeBytes":7002},{"lfs":false,"path":"chat_template.jinja","sizeBytes":6041},{"lfs":false,"path":"config.json","sizeBytes":3069},{"lfs":false,"path":"configuration_bailing_moe_v3.py","sizeBytes":7220},{"lfs":false,"path":"generation_config.json","sizeBytes":56},{"lfs":true,"path":"lora_edge0_8b.safetensors","sizeBytes":16413656},{"lfs":true,"path":"model.safetensors","sizeBytes":4508697328},{"lfs":false,"path":"modeling_bailing_moe_v3.py","sizeBytes":107121},{"lfs":true,"path":"prerouter_edge0_8b.safetensors","sizeBytes":38802304},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":580},{"lfs":true,"path":"tokenizer.json","sizeBytes":12205732},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":49671}],"modelIndexNames":[]},"releaseGates":{"scan":"pending","files":"pending","license":"passed","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":332,"hostedFileCount":9,"cardCompleteness":89,"externalFileCount":15,"verificationStatus":"pending","requestedVisibility":"public","repo":"Edge0/Edge0-8B-A1B-preview","files":[{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_db555e1fefb863d55c816f83e6bd686612e62454a43518006c0779e42b55f055","policyDigest":"sha256:f3acd83cce8f33e0a57c4e86a7a3aa8df97c1cc60c3b781a087f1e5287a7bdde","publicationId":"hbeol_db555e1fefb863d55c816f83e6bd686612e62454a43518006c0779e42b55f055","payloadReadsPerformed":0,"securityScanPerformed":false},"path":".gitattributes","sizeBytes":1682,"storageSizeBytes":1682,"format":"gitattributes","sha256":"9d8916657c9a55a37a0bbbe6d8b9244f7694de36109e32088133735a6be5ea7a","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"51e12ba319419a6d2695db5ecc706fd866fa2476","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_db555e1fefb863d55c816f83e6bd686612e62454a43518006c0779e42b55f055","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f3acd83cce8f33e0a57c4e86a7a3aa8df97c1cc60c3b781a087f1e5287a7bdde","existingObjectRegistrationId":"hbeoa_db555e1fefb863d55c816f83e6bd686612e62454a43518006c0779e42b55f055","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/.gitattributes","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T06:58:07.665Z","evidence_url":"/api/manifests/hf-model-edge0-edge0-8b-a1b-preview"},"signature_state":"signed"},{"path":"20260908-223115.jpg","risk":"low","format":"jpg","sha256":"d7285e3c6d5f1039a8b5283031e27fd48aa0cebbb9fb57d180903481eeb8f204","lfsSha256":"d7285e3c6d5f1039a8b5283031e27fd48aa0cebbb9fb57d180903481eeb8f204","sizeBytes":1068426,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"65e6063dffcd7542ba4efe50e4aebdb706cfe729","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-03T06:58:07.665Z","evidence_url":"/api/manifests/hf-model-edge0-edge0-8b-a1b-preview"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_30b05c893ace2c76f8b6de6d8a6fb50167341c2c83a5971b86f4c7186b6d196d","policyDigest":"sha256:7a1bde2893a6aa5f7f8bf22a1e2ab1789a76502d671cbad61cd41ac7880618f8","publicationId":"hbeol_30b05c893ace2c76f8b6de6d8a6fb50167341c2c83a5971b86f4c7186b6d196d","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"20260910-105854.mp4","sizeBytes":20328509,"storageSizeBytes":20328509,"format":"mp4","sha256":"b266d0ec149cb752581789df5846c23ca345501051ee9cc86de31415ed4d6a59","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"b266d0ec149cb752581789df5846c23ca345501051ee9cc86de31415ed4d6a59","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_30b05c893ace2c76f8b6de6d8a6fb50167341c2c83a5971b86f4c7186b6d196d","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:7a1bde2893a6aa5f7f8bf22a1e2ab1789a76502d671cbad61cd41ac7880618f8","existingObjectRegistrationId":"hbeoa_30b05c893ace2c76f8b6de6d8a6fb50167341c2c83a5971b86f4c7186b6d196d","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/20260910-105854.mp4","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T06:58:07.665Z","evidence_url":"/api/manifests/hf-model-edge0-edge0-8b-a1b-preview"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_6761ea55067242bde08cd8dc72854a9f2a33de585fa49ed1a094eddb5ff70922","policyDigest":"sha256:f3acd83cce8f33e0a57c4e86a7a3aa8df97c1cc60c3b781a087f1e5287a7bdde","publicationId":"hbeol_6761ea55067242bde08cd8dc72854a9f2a33de585fa49ed1a094eddb5ff70922","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"README.md","sizeBytes":7002,"storageSizeBytes":7002,"format":"md","sha256":"6357e6c73991e1206870a54aca6ba4aa9dbc6d0d417284748e94b3f5f3a3ce84","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"f53328b16be9f69bd65652dccbe060b1bb1bca29","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_6761ea55067242bde08cd8dc72854a9f2a33de585fa49ed1a094eddb5ff70922","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f3acd83cce8f33e0a57c4e86a7a3aa8df97c1cc60c3b781a087f1e5287a7bdde","existingObjectRegistrationId":"hbeoa_6761ea55067242bde08cd8dc72854a9f2a33de585fa49ed1a094eddb5ff70922","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/README.md","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T06:58:07.665Z","evidence_url":"/api/manifests/hf-model-edge0-edge0-8b-a1b-preview"},"signature_state":"signed"},{"path":"chat_template.jinja","risk":"low","format":"jinja","sha256":"","lfsSha256":"","sizeBytes":6041,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"23b5a9b824ca6c04861ea8b6ab13fa65335fb96f","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-03T06:58:07.665Z","evidence_url":"/api/manifests/hf-model-edge0-edge0-8b-a1b-preview"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_35799cbf0e6595a2c54f80df768b637aeb5d0cab214197007a7f396952ee7b02","policyDigest":"sha256:f3acd83cce8f33e0a57c4e86a7a3aa8df97c1cc60c3b781a087f1e5287a7bdde","publicationId":"hbeol_35799cbf0e6595a2c54f80df768b637aeb5d0cab214197007a7f396952ee7b02","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"config.json","sizeBytes":3069,"storageSizeBytes":3069,"format":"json","sha256":"5790c795d490d7b90eb04b269f5db4faad08bcc560f8da6e30b61057b1606340","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"08ab466e4a460d927df80456bda44d7f26b123a5","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_35799cbf0e6595a2c54f80df768b637aeb5d0cab214197007a7f396952ee7b02","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f3acd83cce8f33e0a57c4e86a7a3aa8df97c1cc60c3b781a087f1e5287a7bdde","existingObjectRegistrationId":"hbeoa_35799cbf0e6595a2c54f80df768b637aeb5d0cab214197007a7f396952ee7b02","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/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":"2026-11-03T06:58:07.665Z","evidence_url":"/api/manifests/hf-model-edge0-edge0-8b-a1b-preview"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_907d8e036059fbb1b3e9cb743851aee6a2c7a216f7ae96228c03ac0e347d4d42","policyDigest":"sha256:f3acd83cce8f33e0a57c4e86a7a3aa8df97c1cc60c3b781a087f1e5287a7bdde","publicationId":"hbeol_907d8e036059fbb1b3e9cb743851aee6a2c7a216f7ae96228c03ac0e347d4d42","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"configuration_bailing_moe_v3.py","sizeBytes":7220,"storageSizeBytes":7220,"format":"py","sha256":"20242a8cf9575af8c608238101b341dfca63357d75a2d490e0082f7680c3bb3f","risk":"medium","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"8663da013144594301b5bff5bbc6962ec17f51a7","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_907d8e036059fbb1b3e9cb743851aee6a2c7a216f7ae96228c03ac0e347d4d42","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f3acd83cce8f33e0a57c4e86a7a3aa8df97c1cc60c3b781a087f1e5287a7bdde","existingObjectRegistrationId":"hbeoa_907d8e036059fbb1b3e9cb743851aee6a2c7a216f7ae96228c03ac0e347d4d42","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/configuration_bailing_moe_v3.py","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T06:58:07.665Z","evidence_url":"/api/manifests/hf-model-edge0-edge0-8b-a1b-preview"},"signature_state":"signed"},{"path":"generation_config.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":56,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"6fe28d800f7389572f026c42b6f70899d5918b2f","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-03T06:58:07.665Z","evidence_url":"/api/manifests/hf-model-edge0-edge0-8b-a1b-preview"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_01b1447d1c8ae59916cd774406c1ec1863678b097b52345fa612dbbf8ca40310","policyDigest":"sha256:7a1bde2893a6aa5f7f8bf22a1e2ab1789a76502d671cbad61cd41ac7880618f8","publicationId":"hbeol_01b1447d1c8ae59916cd774406c1ec1863678b097b52345fa612dbbf8ca40310","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"lora_edge0_8b.safetensors","sizeBytes":16413656,"storageSizeBytes":16413656,"format":"safetensors","sha256":"a32ff07ba3d3b3c9811146c43a3f0e96af4ec2960ebc5072910f9a6663dc2e2e","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"a32ff07ba3d3b3c9811146c43a3f0e96af4ec2960ebc5072910f9a6663dc2e2e","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_01b1447d1c8ae59916cd774406c1ec1863678b097b52345fa612dbbf8ca40310","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:7a1bde2893a6aa5f7f8bf22a1e2ab1789a76502d671cbad61cd41ac7880618f8","existingObjectRegistrationId":"hbeoa_01b1447d1c8ae59916cd774406c1ec1863678b097b52345fa612dbbf8ca40310","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/lora_edge0_8b.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":"2026-11-03T06:58:07.665Z","evidence_url":"/api/manifests/hf-model-edge0-edge0-8b-a1b-preview"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_7eed5ad54933ac37f84ec1e7c393f8f9972d005f51ed5b0d22daf13b22aeb824","policyDigest":"sha256:7a1bde2893a6aa5f7f8bf22a1e2ab1789a76502d671cbad61cd41ac7880618f8","publicationId":"hbeol_7eed5ad54933ac37f84ec1e7c393f8f9972d005f51ed5b0d22daf13b22aeb824","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model.safetensors","sizeBytes":4508697328,"storageSizeBytes":4508697328,"format":"safetensors","sha256":"5bcde14438cfe13a547965573471e8ddc830de3a047dd2dfd38a0eb2b390d2b6","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"5bcde14438cfe13a547965573471e8ddc830de3a047dd2dfd38a0eb2b390d2b6","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_7eed5ad54933ac37f84ec1e7c393f8f9972d005f51ed5b0d22daf13b22aeb824","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:7a1bde2893a6aa5f7f8bf22a1e2ab1789a76502d671cbad61cd41ac7880618f8","existingObjectRegistrationId":"hbeoa_7eed5ad54933ac37f84ec1e7c393f8f9972d005f51ed5b0d22daf13b22aeb824","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/model.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":"2026-11-03T06:58:07.665Z","evidence_url":"/api/manifests/hf-model-edge0-edge0-8b-a1b-preview"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_9bc5f74b9ae09b99e9996c4acc2486701806c7512562bc9f70813884d6b212eb","policyDigest":"sha256:f3acd83cce8f33e0a57c4e86a7a3aa8df97c1cc60c3b781a087f1e5287a7bdde","publicationId":"hbeol_9bc5f74b9ae09b99e9996c4acc2486701806c7512562bc9f70813884d6b212eb","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"modeling_bailing_moe_v3.py","sizeBytes":107121,"storageSizeBytes":107121,"format":"py","sha256":"5a7dc0cbafeb07e876bfa9de2b51e3c2ffc4fd57114f7eb2fb0de89fdd311cf6","risk":"medium","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"6194fd5f334fd07baab634bb27cfe5f4684178a3","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_9bc5f74b9ae09b99e9996c4acc2486701806c7512562bc9f70813884d6b212eb","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f3acd83cce8f33e0a57c4e86a7a3aa8df97c1cc60c3b781a087f1e5287a7bdde","existingObjectRegistrationId":"hbeoa_9bc5f74b9ae09b99e9996c4acc2486701806c7512562bc9f70813884d6b212eb","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/modeling_bailing_moe_v3.py","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T06:58:07.665Z","evidence_url":"/api/manifests/hf-model-edge0-edge0-8b-a1b-preview"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_2a977e72cd2a4b5b7fd4fb5c34b346c08fa1261604e8a92ab0713e03be9b2a9c","policyDigest":"sha256:7a1bde2893a6aa5f7f8bf22a1e2ab1789a76502d671cbad61cd41ac7880618f8","publicationId":"hbeol_2a977e72cd2a4b5b7fd4fb5c34b346c08fa1261604e8a92ab0713e03be9b2a9c","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"prerouter_edge0_8b.safetensors","sizeBytes":38802304,"storageSizeBytes":38802304,"format":"safetensors","sha256":"5f05d25e52ce18103d0867e5a0c79ec4e3334ad8c8906c22ec6266a95db2047c","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"5f05d25e52ce18103d0867e5a0c79ec4e3334ad8c8906c22ec6266a95db2047c","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_2a977e72cd2a4b5b7fd4fb5c34b346c08fa1261604e8a92ab0713e03be9b2a9c","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:7a1bde2893a6aa5f7f8bf22a1e2ab1789a76502d671cbad61cd41ac7880618f8","existingObjectRegistrationId":"hbeoa_2a977e72cd2a4b5b7fd4fb5c34b346c08fa1261604e8a92ab0713e03be9b2a9c","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/prerouter_edge0_8b.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":"2026-11-03T06:58:07.665Z","evidence_url":"/api/manifests/hf-model-edge0-edge0-8b-a1b-preview"},"signature_state":"signed"},{"path":"special_tokens_map.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":580,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"19893d9fb19b5b509686d235568bc01324948cac","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-03T06:58:07.665Z","evidence_url":"/api/manifests/hf-model-edge0-edge0-8b-a1b-preview"},"signature_state":"unsigned"},{"path":"tokenizer.json","risk":"low","format":"json","sha256":"40fb9d7d7795b8bd305aeff39ce9963f3f450915b9553f2938e009be9a1fed60","lfsSha256":"40fb9d7d7795b8bd305aeff39ce9963f3f450915b9553f2938e009be9a1fed60","sizeBytes":12205732,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"d2e20c6ccca2a69251120a03f88852789b8b2d9c","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-03T06:58:07.665Z","evidence_url":"/api/manifests/hf-model-edge0-edge0-8b-a1b-preview"},"signature_state":"unsigned"},{"path":"tokenizer_config.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":49671,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"844e400de5479cefdbfe3384511d9774e60002dd","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-03T06:58:07.665Z","evidence_url":"/api/manifests/hf-model-edge0-edge0-8b-a1b-preview"},"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":9,"publicFileCount":24,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-03T06:57:06.018Z","listedFileLowerBound":15,"hostingStatus":"hosted","signals":{"size":{"known":true,"bytes":4597698397,"label":"4.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":332,"upstreamStars":95,"label":"332 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":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Edge0/Edge0-8B-A1B-preview"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/24 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: apache-2.0","Provenance: Edge0/Edge0-8B-A1B-preview","Byte manifest integrity: selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Scan: pending","Hosted files: 9/24 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":9,"externalFiles":15,"totalFiles":24},"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-edge0-edge0-8b-a1b-preview/mirrors"}},"mirrorCompletion":{"status":"partial","hostedFiles":9,"totalFiles":15,"externalFiles":6,"hostedBytes":4584367891,"externalBytes":13330506,"lowRiskExternalFiles":6,"overFileCapFiles":0,"overBatchCapFiles":0,"directMirrorExternalFiles":5,"directMirrorExternalBytes":12262080,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[{"path":"generation_config.json","sizeBytes":56,"risk":"low","format":"json"},{"path":"special_tokens_map.json","sizeBytes":580,"risk":"low","format":"json"},{"path":"chat_template.jinja","sizeBytes":6041,"risk":"low","format":"jinja"},{"path":"tokenizer_config.json","sizeBytes":49671,"risk":"low","format":"json"},{"path":"tokenizer.json","sizeBytes":12205732,"risk":"low","format":"json"}],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[{"path":"tokenizer.json","sizeBytes":12205732,"risk":"low","format":"json","overFileCap":false},{"path":"20260908-223115.jpg","sizeBytes":1068426,"risk":"low","format":"jpg","overFileCap":false},{"path":"tokenizer_config.json","sizeBytes":49671,"risk":"low","format":"json","overFileCap":false},{"path":"chat_template.jinja","sizeBytes":6041,"risk":"low","format":"jinja","overFileCap":false},{"path":"special_tokens_map.json","sizeBytes":580,"risk":"low","format":"json","overFileCap":false},{"path":"generation_config.json","sizeBytes":56,"risk":"low","format":"json","overFileCap":false}]},"cardDescription":"A model for generating and working with code.","licenseLabel":"apache-2.0","recommendedFile":{"path":"model.safetensors","fileCount":1,"selectedSizeBytes":4508697328,"files":[{"path":"model.safetensors","sizeBytes":4508697328,"downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/model.safetensors"}],"sizeBytes":4508697328,"storageSizeBytes":4508697328,"hosted":true,"downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/model.safetensors"},"licenseClarity":{"license":"apache-2.0","commercialUse":"yes","confidence":"high","obligations":["Attribution/notice requirements of the license still apply."],"summary":"Permissive open license: commercial use, modification, and redistribution are permitted.","redistribution":"Keep every copyright, attribution, license, and NOTICE requirement imposed by the exact license text.","notes":"Not legal advice."},"licenseObligationsDigest":null,"licenseUpstreamRecord":{"declaredLicense":"apache-2.0","upstreamLicenseRaw":"apache-2.0","sourceUrl":"https://huggingface.co/Edge0/Edge0-8B-A1B-preview","upstream":{"gated":false,"repoId":"Edge0/Edge0-8B-A1B-preview","private":false,"repoUrl":"https://huggingface.co/Edge0/Edge0-8B-A1B-preview","disabled":false,"provider":"huggingface","repoType":"model","revision":"cadc35c7059469fad8569a63ce6c851172bbca61","fetchedAt":"2026-10-10T03:40:16.590Z","importMode":"external-catalog","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-10T03:40:16.590Z","revision":"cadc35c7059469fad8569a63ce6c851172bbca61"},"licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"}},"gateStatus":"mirror-exists","downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-03T06:58:07.464Z","serveEvaluationId":"serve-4b174ccbbc8e73dfd67503952958f9a7574bfd333d2491a627443455975d878a","readiness":"ready","downloadReady":true,"mirroredBytes":4584367891,"readinessCheckedAt":"2026-11-03T06:58:07.665Z","readinessSource":"file-check","serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-03T06:58:07.464Z","serveEvaluationId":"serve-4b174ccbbc8e73dfd67503952958f9a7574bfd333d2491a627443455975d878a","readiness":"ready","downloadReady":true,"hostedFileCount":9,"mirroredBytes":4584367891,"readinessCheckedAt":"2026-11-03T06:58:07.464Z","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-edge0-edge0-8b-a1b-preview","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-edge0-edge0-8b-a1b-preview","repo":"Edge0/Edge0-8B-A1B-preview","type":"llm","purpose":"open-weights language model for text generation","license":{"id":"apache-2.0","label":"apache-2.0","state":"known","url":"https://spdx.org/licenses/Apache-2.0.html","source":"spdx","hostedFile":false,"commercialUse":"yes","terms":"Permissive open license: commercial use, modification, and redistribution are permitted."},"task":{"id":"text-generation","label":"text generation"},"size":{"bytes":4597698397,"label":"4.6 GB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":false,"hostedBytes":0,"hostedLabel":"size unknown","hostedSummary":"at least 9 listed files; full count and size unknown","hostedIsSubset":false,"downloadBytes":4508697328,"downloadLabel":"4.51 GB","recommended":{"path":"model.safetensors","fileName":"model.safetensors","fileCount":1,"quant":"","bytes":4508697328,"label":"4.51 GB","variants":1,"basis":"caller-selected"},"parameters":{"totalB":8,"activeB":1,"label":"8B","activeLabel":"1B","source":"repo-name"},"sentence":"Edge0/Edge0-8B-A1B-preview has 8B parameters (1B active per token). Hosted here: at least 9 listed files; full count and size unknown. Full repo upstream: 4.6 GB. The recommended download, model.safetensors, is 4.51 GB."},"files":{"hosted":9,"total":24,"label":"9 hosted of 24 listed"},"manifestSigning":{"status":"signed","label":"Signed by the harbor","publicKeyUrl":"/api/keys/manifest-signing","keyId":"ed25519:718f9ccff1cef500235425ce","manifestUrl":"/api/manifests/hf-model-edge0-edge0-8b-a1b-preview","signature":{"version":1,"algorithm":"Ed25519","key_id":"ed25519:718f9ccff1cef500235425ce","canonical_digest":"sha256:91a4b1f8fac9c8042aa79b2246ef7a57232c756234a2c78596b119a644ee86d0","value":"Ao-gZ1pf-46MZ3y1i3238seG2o9lYgeud5Ixmpu4LzrHb7uMn83d9wKVX4zoQUy771ZKog1rEn4ZRPVAouwrCg","signed_at":"2026-11-03T06:58:07.465Z","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 (9 hosted files)","url":"/artifact/hf-model-edge0-edge0-8b-a1b-preview/files"},"released":{"iso":"2026-09-11","label":"Sep 11, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-09-17","label":"Sep 17, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/Edge0/Edge0-8B-A1B-preview","repoId":"Edge0/Edge0-8B-A1B-preview"},"languages":[],"baseModel":{"ref":"","url":"","resolveUrl":""},"paperIds":["2609.18063"],"arxivIds":["2609.18063"],"sameAs":["https://huggingface.co/Edge0/Edge0-8B-A1B-preview","https://arxiv.org/abs/2609.18063"],"creator":{"@type":"Organization","name":"Edge0","url":"https://huggingface.co/Edge0","sameAs":["https://huggingface.co/Edge0"]},"scholarlyArticles":[{"@type":"ScholarlyArticle","@id":"https://arxiv.org/abs/2609.18063","identifier":"arXiv:2609.18063","url":"https://arxiv.org/abs/2609.18063","sameAs":"https://doi.org/10.48550/arXiv.2609.18063"}],"scanStatus":"pending","customRuntime":{"needs":true,"reason":"Uses custom model code (configuration_bailing_moe_v3.py)","label":"Needs its own code to run","signals":[{"kind":"modeling-file","evidence":"configuration_bailing_moe_v3.py"},{"kind":"custom-code-tag","evidence":"custom_code"}],"hasGguf":false},"faq":[{"id":"what-is-it","question":"What is Edge0/Edge0-8B-A1B-preview?","answer":"Edge0/Edge0-8B-A1B-preview is an open-weights language model for text generation published by Edge0, added to Hugging Bay Sep 11, 2026. Model from Hugging Face for text generation: Edge0/Edge0-8B-A1B-preview · mlx"},{"id":"license","question":"What license does Edge0/Edge0-8B-A1B-preview use, and can I use it commercially?","answer":"It is released under the apache-2.0 license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted."},{"id":"size","question":"How big is Edge0/Edge0-8B-A1B-preview?","answer":"Edge0/Edge0-8B-A1B-preview has 8B parameters (1B active per token). Hosted here: at least 9 listed files; full count and size unknown. Full repo upstream: 4.6 GB. The recommended download, model.safetensors, is 4.51 GB."},{"id":"download","question":"Where can I download Edge0/Edge0-8B-A1B-preview?","answer":"Hosted here: at least 9 listed files; full count and size unknown. Full repo upstream: 4.6 GB. The original release is at https://huggingface.co/Edge0/Edge0-8B-A1B-preview."},{"id":"safety","question":"Has Edge0/Edge0-8B-A1B-preview 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. 9 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-edge0-edge0-8b-a1b-preview/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will Edge0/Edge0-8B-A1B-preview 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":"Edge0-8B-A1B-preview is an open-weights language model for text generation. The primary file is model.safetensors (4.51 GB). The primary file needs about 6 GB free for the selected file (file plus room to run it). License: Apache 2.0. The SHA-256 prefix is 5bcde14438cf. 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":"Edge0-8B-A1B-preview · 4.51 GB · ~6 GB RAM · License: Apache 2.0 · SHA-256 5bcde14438cf · Download available"},"modelRecipeReceipt":null},"guidedDownloadCard":{"schemaVersion":"hugging-bay.guided-download-card/v2","artifactId":"hf-model-edge0-edge0-8b-a1b-preview","repo":"Edge0/Edge0-8B-A1B-preview","serveState":"READY","downloadReady":true,"reasonCodes":[],"withheld":{"active":false},"wasmRun":null,"bytesOnStorage":true,"file":{"path":"model.safetensors","fileName":"model.safetensors","sha256":"5bcde14438cfe13a547965573471e8ddc830de3a047dd2dfd38a0eb2b390d2b6","bytes":4508697328,"sizeLabel":"4.51 GB","needGb":null,"downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/model.safetensors"},"noHostedWeights":false,"notSingleFile":false,"download":{"available":true,"url":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/model.safetensors","sizeLabel":"4.51 GB","bytes":4508697328,"fileCount":1,"files":[{"path":"model.safetensors","fileName":"model.safetensors","sha256":"5bcde14438cfe13a547965573471e8ddc830de3a047dd2dfd38a0eb2b390d2b6","bytes":4508697328,"sizeLabel":"4.51 GB","needGb":null,"downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/model.safetensors"}],"sha256":"5bcde14438cfe13a547965573471e8ddc830de3a047dd2dfd38a0eb2b390d2b6"},"otherFiles":[{"path":".gitattributes","fileName":".gitattributes","sha256":"9d8916657c9a55a37a0bbbe6d8b9244f7694de36109e32088133735a6be5ea7a","sizeLabel":"1.68 KB","downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/.gitattributes"},{"path":"20260908-223115.jpg","fileName":"20260908-223115.jpg","sha256":"d7285e3c6d5f1039a8b5283031e27fd48aa0cebbb9fb57d180903481eeb8f204","sizeLabel":"1.07 MB","downloadUrl":null},{"path":"20260910-105854.mp4","fileName":"20260910-105854.mp4","sha256":"b266d0ec149cb752581789df5846c23ca345501051ee9cc86de31415ed4d6a59","sizeLabel":"20.3 MB","downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/20260910-105854.mp4"},{"path":"README.md","fileName":"README.md","sha256":"6357e6c73991e1206870a54aca6ba4aa9dbc6d0d417284748e94b3f5f3a3ce84","sizeLabel":"7 KB","downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/README.md"},{"path":"chat_template.jinja","fileName":"chat_template.jinja","sha256":"","sizeLabel":"6.04 KB","downloadUrl":null},{"path":"config.json","fileName":"config.json","sha256":"5790c795d490d7b90eb04b269f5db4faad08bcc560f8da6e30b61057b1606340","sizeLabel":"3.07 KB","downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/config.json"},{"path":"configuration_bailing_moe_v3.py","fileName":"configuration_bailing_moe_v3.py","sha256":"20242a8cf9575af8c608238101b341dfca63357d75a2d490e0082f7680c3bb3f","sizeLabel":"7.22 KB","downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/configuration_bailing_moe_v3.py"},{"path":"generation_config.json","fileName":"generation_config.json","sha256":"","sizeLabel":"56 bytes","downloadUrl":null},{"path":"lora_edge0_8b.safetensors","fileName":"lora_edge0_8b.safetensors","sha256":"a32ff07ba3d3b3c9811146c43a3f0e96af4ec2960ebc5072910f9a6663dc2e2e","sizeLabel":"16.4 MB","downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/lora_edge0_8b.safetensors"},{"path":"modeling_bailing_moe_v3.py","fileName":"modeling_bailing_moe_v3.py","sha256":"5a7dc0cbafeb07e876bfa9de2b51e3c2ffc4fd57114f7eb2fb0de89fdd311cf6","sizeLabel":"107.1 KB","downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/modeling_bailing_moe_v3.py"},{"path":"prerouter_edge0_8b.safetensors","fileName":"prerouter_edge0_8b.safetensors","sha256":"5f05d25e52ce18103d0867e5a0c79ec4e3334ad8c8906c22ec6266a95db2047c","sizeLabel":"38.8 MB","downloadUrl":"/api/downloads/hf-model-edge0-edge0-8b-a1b-preview/prerouter_edge0_8b.safetensors"},{"path":"special_tokens_map.json","fileName":"special_tokens_map.json","sha256":"","sizeLabel":"580 bytes","downloadUrl":null},{"path":"tokenizer.json","fileName":"tokenizer.json","sha256":"40fb9d7d7795b8bd305aeff39ce9963f3f450915b9553f2938e009be9a1fed60","sizeLabel":"12.2 MB","downloadUrl":null},{"path":"tokenizer_config.json","fileName":"tokenizer_config.json","sha256":"","sizeLabel":"49.7 KB","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":"apache-2.0","licenseLabel":null,"fingerprintMatches":false,"hostedFiles":9,"totalFiles":24},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-11-03T06:58:07.678Z","readiness":"ready","downloadable":true,"downloadStatus":"READY","hostedFileCount":9,"mirroredBytes":4584367891,"readinessCheckedAt":"2026-11-03T06:58:07.679Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":9,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-03T06:58:07.679Z","evidence_url":"/api/manifests/hf-model-edge0-edge0-8b-a1b-preview"}},"canIRun":true,"modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for having conversations.","confidence":"medium","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","adapter-tags-do-not-prove-artifact-form"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":4597698397,"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":"Edge0/Edge0-8B-A1B-preview"}},"customRuntime":{"needs":true,"reason":"Uses custom model code (configuration_bailing_moe_v3.py)","label":"Needs its own code to run","signals":[{"kind":"modeling-file","evidence":"configuration_bailing_moe_v3.py"},{"kind":"custom-code-tag","evidence":"custom_code"}],"hasGguf":false},"runs_here":{"schema_version":1,"artifact_id":"hf-model-edge0-edge0-8b-a1b-preview","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-edge0-edge0-8b-a1b-preview","revision":"cadc35c7059469fad8569a63ce6c851172bbca61","claim":"estimated_physical_memory_capacity","runnableAuthority":false,"representations":[],"reason":"admitted_memory_inputs_unavailable"},"note":{"summary":"Downloadable doesn't mean tested: this record says whether the exact file can be downloaded now, not that the model is complete or that it runs.","downloadable":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T06:58:07.665Z","evidence_url":"/api/manifests/hf-model-edge0-edge0-8b-a1b-preview"}}