{"stats":{"hostedArtifacts":1,"hostedFiles":12,"hostedBytes":15153256077,"mirroredHfFiles":0,"mirroredModelScopeFiles":0,"publisherUploadedFiles":0,"seededDemoFiles":0,"estimated":true,"scope":"returned-serve-eligible-rows","catalogTotals":{"readyFiles":104467,"readyPrograms":19390,"asOf":"2026-11-07T15:59:16.544Z","refreshing":true,"scope":"all-download-ready-programs","note":"Site-wide count of files in download-ready programs (the number /facts and /downloads show). stats.hostedFiles/hostedArtifacts count only the rows returned here."}},"pack":null,"rows":[{"artifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","visibility":"public","owner":"yc777","name":"Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","repo":"yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mtplx","qwen3.8","qwen3-next-mtp","4bit","apple-silicon","native-mtp","text-generation","conversational","en","license:apache-2.0","4-bit","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64 · mlx","baseModel":null,"downloadCount":1852,"filePath":"LICENSE","format":"file","risk":"low","sizeBytes":11343,"storageSizeBytes":11343,"sha256":"50cbab8a892c5f2993b8c7351a99182507472def3b1374558308605d99b86b32","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64/LICENSE","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-22T12:55:22.211Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":11343,"readinessCheckedAt":"2026-11-07T17:54:40.130Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":11343,"readinessCheckedAt":"2026-11-07T17:54:40.130Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"qwen3827bmtplxoptimizedspeedm3maxq4g64||","size":1,"rank":1,"recommendedArtifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","recommendedFilePath":"LICENSE","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":true,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-07T17:54:40.130Z","evidence_url":"/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64"},"signature_state":"signed"},{"artifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","visibility":"public","owner":"yc777","name":"Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","repo":"yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mtplx","qwen3.8","qwen3-next-mtp","4bit","apple-silicon","native-mtp","text-generation","conversational","en","license:apache-2.0","4-bit","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64 · mlx","baseModel":null,"downloadCount":1852,"filePath":"README.md","format":"raw","risk":"low","sizeBytes":3855,"storageSizeBytes":3855,"sha256":"a60e6bab96f6ec5a7e434f3808a4de90751fdc85e5bf0354f29ced0d15d3ee06","byteVerifiedAt":null,"sourceKind":"external-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64/README.md","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-22T12:55:22.211Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":3855,"readinessCheckedAt":"2026-11-07T17:54:40.130Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":3855,"readinessCheckedAt":"2026-11-07T17:54:40.130Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"qwen3827bmtplxoptimizedspeedm3maxq4g64||md","size":1,"rank":1,"recommendedArtifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","recommendedFilePath":"README.md","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":true,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-07T17:54:40.130Z","evidence_url":"/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64"},"signature_state":"signed"},{"artifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","visibility":"public","owner":"yc777","name":"Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","repo":"yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mtplx","qwen3.8","qwen3-next-mtp","4bit","apple-silicon","native-mtp","text-generation","conversational","en","license:apache-2.0","4-bit","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64 · mlx","baseModel":null,"downloadCount":1852,"filePath":"chat_template.jinja","format":"jinja","risk":"low","sizeBytes":8952,"storageSizeBytes":8952,"sha256":"c3cf9e34abf4f9e36c2d72165aa9c132d3e2a725b6c2586aaa3a8af9d7a81041","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64/chat_template.jinja","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-22T12:55:22.211Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":8952,"readinessCheckedAt":"2026-11-07T17:54:40.130Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":8952,"readinessCheckedAt":"2026-11-07T17:54:40.130Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"qwen3827bmtplxoptimizedspeedm3maxq4g64||jinja","size":1,"rank":1,"recommendedArtifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","recommendedFilePath":"chat_template.jinja","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":true,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-07T17:54:40.130Z","evidence_url":"/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64"},"signature_state":"signed"},{"artifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","visibility":"public","owner":"yc777","name":"Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","repo":"yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mtplx","qwen3.8","qwen3-next-mtp","4bit","apple-silicon","native-mtp","text-generation","conversational","en","license:apache-2.0","4-bit","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64 · mlx","baseModel":null,"downloadCount":1852,"filePath":"config.json","format":"json","risk":"low","sizeBytes":4125,"storageSizeBytes":4125,"sha256":"860a34094b32cc69e1d6d9405ccc6211f241e525ed4e0aff4987b50141404607","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64/config.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-22T12:55:22.211Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4125,"readinessCheckedAt":"2026-11-07T17:54:40.130Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4125,"readinessCheckedAt":"2026-11-07T17:54:40.130Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"qwen3827bmtplxoptimizedspeedm3maxq4g64||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","recommendedFilePath":"config.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":true,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-07T17:54:40.130Z","evidence_url":"/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64"},"signature_state":"signed"},{"artifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","visibility":"public","owner":"yc777","name":"Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","repo":"yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mtplx","qwen3.8","qwen3-next-mtp","4bit","apple-silicon","native-mtp","text-generation","conversational","en","license:apache-2.0","4-bit","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64 · mlx","baseModel":null,"downloadCount":1852,"filePath":"generation_config.json","format":"json","risk":"low","sizeBytes":202,"storageSizeBytes":202,"sha256":"e70c136c1b78ddc1fb0905bac8e733a4dc448d4f852a5dd75143fffc70be550e","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64/generation_config.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-22T12:55:22.211Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":202,"readinessCheckedAt":"2026-11-07T17:54:40.130Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":202,"readinessCheckedAt":"2026-11-07T17:54:40.130Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"qwen3827bmtplxoptimizedspeedm3maxq4g64||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","recommendedFilePath":"config.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-07T17:54:40.130Z","evidence_url":"/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64"},"signature_state":"signed"},{"artifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","visibility":"public","owner":"yc777","name":"Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","repo":"yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mtplx","qwen3.8","qwen3-next-mtp","4bit","apple-silicon","native-mtp","text-generation","conversational","en","license:apache-2.0","4-bit","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64 · mlx","baseModel":null,"downloadCount":1852,"filePath":"model-00001-of-00003.safetensors","format":"safetensors","risk":"low","sizeBytes":5328325648,"storageSizeBytes":5328325648,"sha256":"075eac5fbba3951bc4870c1ac65d684c32e0abb24284201bd27f49df56735963","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64/model-00001-of-00003.safetensors","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-22T12:55:22.211Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":5328325648,"readinessCheckedAt":"2026-11-07T17:54:40.131Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":5328325648,"readinessCheckedAt":"2026-11-07T17:54:40.131Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"weight","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"qwen3827bmtplxoptimizedspeedm3maxq4g64||safetensors","size":1,"rank":1,"recommendedArtifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","recommendedFilePath":"model-00001-of-00003.safetensors","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":true,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-07T17:54:40.131Z","evidence_url":"/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64"},"signature_state":"signed"},{"artifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","visibility":"public","owner":"yc777","name":"Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","repo":"yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mtplx","qwen3.8","qwen3-next-mtp","4bit","apple-silicon","native-mtp","text-generation","conversational","en","license:apache-2.0","4-bit","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64 · mlx","baseModel":null,"downloadCount":1852,"filePath":"model-00002-of-00003.safetensors","format":"safetensors","risk":"low","sizeBytes":5354185130,"storageSizeBytes":5354185130,"sha256":"6c99c446987a432beb1f6ef7d6fde6db02682f1ebe1a913760953140e0fa4e47","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64/model-00002-of-00003.safetensors","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-22T12:55:22.211Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":5354185130,"readinessCheckedAt":"2026-11-07T17:54:40.131Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":5354185130,"readinessCheckedAt":"2026-11-07T17:54:40.131Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"weight","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"qwen3827bmtplxoptimizedspeedm3maxq4g64||safetensors","size":1,"rank":1,"recommendedArtifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","recommendedFilePath":"model-00001-of-00003.safetensors","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-07T17:54:40.131Z","evidence_url":"/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64"},"signature_state":"signed"},{"artifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","visibility":"public","owner":"yc777","name":"Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","repo":"yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mtplx","qwen3.8","qwen3-next-mtp","4bit","apple-silicon","native-mtp","text-generation","conversational","en","license:apache-2.0","4-bit","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64 · mlx","baseModel":null,"downloadCount":1852,"filePath":"model-00003-of-00003.safetensors","format":"safetensors","risk":"low","sizeBytes":4450532735,"storageSizeBytes":4450532735,"sha256":"0e267246064a1e635077dd05e22181f5eda44a1fa8a67dcf46c903f858bbe35b","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64/model-00003-of-00003.safetensors","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-22T12:55:22.211Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4450532735,"readinessCheckedAt":"2026-11-07T17:54:40.131Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4450532735,"readinessCheckedAt":"2026-11-07T17:54:40.131Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"weight","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"qwen3827bmtplxoptimizedspeedm3maxq4g64||safetensors","size":1,"rank":1,"recommendedArtifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","recommendedFilePath":"model-00001-of-00003.safetensors","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-07T17:54:40.131Z","evidence_url":"/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64"},"signature_state":"signed"},{"artifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","visibility":"public","owner":"yc777","name":"Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","repo":"yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mtplx","qwen3.8","qwen3-next-mtp","4bit","apple-silicon","native-mtp","text-generation","conversational","en","license:apache-2.0","4-bit","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64 · mlx","baseModel":null,"downloadCount":1852,"filePath":"model.safetensors.index.json","format":"json","risk":"low","sizeBytes":189789,"storageSizeBytes":189789,"sha256":"a2161f6a6c9f7c434145f97a4a4262a74eb3e16a95088e713754eb108b198511","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64/model.safetensors.index.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-22T12:55:22.211Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":189789,"readinessCheckedAt":"2026-11-07T17:54:40.131Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":189789,"readinessCheckedAt":"2026-11-07T17:54:40.131Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"qwen3827bmtplxoptimizedspeedm3maxq4g64||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","recommendedFilePath":"config.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-07T17:54:40.131Z","evidence_url":"/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64"},"signature_state":"signed"},{"artifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","visibility":"public","owner":"yc777","name":"Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","repo":"yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mtplx","qwen3.8","qwen3-next-mtp","4bit","apple-silicon","native-mtp","text-generation","conversational","en","license:apache-2.0","4-bit","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64 · mlx","baseModel":null,"downloadCount":1852,"filePath":"mtplx_runtime.json","format":"raw","risk":"low","sizeBytes":3812,"storageSizeBytes":3812,"sha256":"07518d72623a0e4f993dab9f1affdb81e28cf86656d1a71d06bc60303690b508","byteVerifiedAt":null,"sourceKind":"external-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64/mtplx_runtime.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-22T12:55:22.211Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":3812,"readinessCheckedAt":"2026-11-07T17:54:40.131Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":3812,"readinessCheckedAt":"2026-11-07T17:54:40.131Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"qwen3827bmtplxoptimizedspeedm3maxq4g64||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","recommendedFilePath":"config.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-07T17:54:40.131Z","evidence_url":"/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64"},"signature_state":"signed"},{"artifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","visibility":"public","owner":"yc777","name":"Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","repo":"yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mtplx","qwen3.8","qwen3-next-mtp","4bit","apple-silicon","native-mtp","text-generation","conversational","en","license:apache-2.0","4-bit","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64 · mlx","baseModel":null,"downloadCount":1852,"filePath":"tokenizer.json","format":"json","risk":"low","sizeBytes":19989325,"storageSizeBytes":19989325,"sha256":"06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64/tokenizer.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-22T12:55:22.211Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":19989325,"readinessCheckedAt":"2026-11-07T17:54:40.131Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":19989325,"readinessCheckedAt":"2026-11-07T17:54:40.131Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"qwen3827bmtplxoptimizedspeedm3maxq4g64||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","recommendedFilePath":"config.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-07T17:54:40.131Z","evidence_url":"/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64"},"signature_state":"signed"},{"artifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","visibility":"public","owner":"yc777","name":"Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","repo":"yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mtplx","qwen3.8","qwen3-next-mtp","4bit","apple-silicon","native-mtp","text-generation","conversational","en","license:apache-2.0","4-bit","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64 · mlx","baseModel":null,"downloadCount":1852,"filePath":"tokenizer_config.json","format":"json","risk":"low","sizeBytes":1161,"storageSizeBytes":1161,"sha256":"95c557768e6b88a7128befc7bfd3c7de50e5d51af9b8b33a9f4dee0e04f99679","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64/tokenizer_config.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-22T12:55:22.211Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1161,"readinessCheckedAt":"2026-11-07T17:54:40.131Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-07T17:54:40.121Z","serveEvaluationId":"serve-8b837b434d93aabbaef7e9ce6cb6c7ab506e3c57c6f45d9cbd050d02daa67fae","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1161,"readinessCheckedAt":"2026-11-07T17:54:40.131Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"qwen3827bmtplxoptimizedspeedm3maxq4g64||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64","recommendedFilePath":"config.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-07T17:54:40.131Z","evidence_url":"/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64"},"signature_state":"signed"}],"walkUrl":"/api/downloadable-files?cursor=0&limit=200","generatedAt":"2026-11-07T17:54:40.143Z","recommendation":{"defaultFilePolicy":"GGUF Q4_K_M, Q5_K_M, smallest valid Q4, then other GGUF; safetensors; ONNX set; bin or pt. Side files and standalone shards excluded.","copyPolicy":"hugging-bay.duplicate-ready-tiebreak/v1","policy":"hugging-bay.duplicate-ready-tiebreak/v1","order":["official-publisher","most-downloaded","smallest-file"]},"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."}}