{"stats":{"hostedArtifacts":1,"hostedFiles":5,"hostedBytes":1022761764,"mirroredHfFiles":0,"mirroredModelScopeFiles":0,"publisherUploadedFiles":0,"seededDemoFiles":0,"estimated":true,"scope":"returned-serve-eligible-rows","catalogTotals":{"readyFiles":104238,"readyPrograms":19387,"asOf":"2026-11-02T21:44:48.280Z","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-deresolution-qwen3-8-27b-dflash2-mxfp4","visibility":"public","owner":"deresolution","name":"Qwen3.8-27B-DFlash2-mxfp4","repo":"deresolution/Qwen3.8-27B-DFlash2-mxfp4","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3","apple-silicon","mxfp4","quantized","dflash2","speculative-decoding","block-diffusion","draft-model","text-generation","multilingual","base_model:incoai/qwen3.8-27b-dflash2","base_model:quantized:incoai/qwen3.8-27b-dflash2","license:apache-2.0","4-bit","region:us","llm","incoai/qwen3.8-27b-dflash2"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: deresolution/Qwen3.8-27B-DFlash2-mxfp4 · mlx","baseModel":"incoai/Qwen3.8-27B-DFlash2","downloadCount":1846,"filePath":"LICENSE","format":"file","risk":"low","sizeBytes":11358,"storageSizeBytes":11358,"sha256":"cfc7749b96f63bd31c3c42b5c471bf756814053e847c10f3eb003417bc523d30","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"unknown","hosted":null,"downloadAuthorized":true,"downloadable":null,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4/LICENSE","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4","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":"2026-09-22T12:40:49.098Z","tools":[],"peerFallbacks":[],"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-03T19:33:46.897Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":11358,"readinessCheckedAt":"2026-11-03T19:33:46.902Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-03T19:33:46.897Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":11358,"readinessCheckedAt":"2026-11-03T19:33:46.902Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"qwen3827bdflash2||","size":1,"rank":1,"recommendedArtifactId":"hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4","recommendedFilePath":"LICENSE","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":true,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-03T19:33:46.902Z","evidence_url":"/api/manifests/hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4"},"signature_state":"signed","obtainReady":null,"runReady":null,"recommendedFile":null},{"artifactId":"hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4","visibility":"public","owner":"deresolution","name":"Qwen3.8-27B-DFlash2-mxfp4","repo":"deresolution/Qwen3.8-27B-DFlash2-mxfp4","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3","apple-silicon","mxfp4","quantized","dflash2","speculative-decoding","block-diffusion","draft-model","text-generation","multilingual","base_model:incoai/qwen3.8-27b-dflash2","base_model:quantized:incoai/qwen3.8-27b-dflash2","license:apache-2.0","4-bit","region:us","llm","incoai/qwen3.8-27b-dflash2"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: deresolution/Qwen3.8-27B-DFlash2-mxfp4 · mlx","baseModel":"incoai/Qwen3.8-27B-DFlash2","downloadCount":1846,"filePath":"config.json","format":"json","risk":"low","sizeBytes":1628,"storageSizeBytes":1628,"sha256":"89edeb6b4dcac05e0fc17e057fa2ee9e33714eba82089d7996aeda56b20948f1","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"unknown","hosted":null,"downloadAuthorized":true,"downloadable":null,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4/config.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4","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":"2026-09-22T12:40:49.098Z","tools":[],"peerFallbacks":[],"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-03T19:33:46.897Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":1628,"readinessCheckedAt":"2026-11-03T19:33:46.902Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-03T19:33:46.897Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":1628,"readinessCheckedAt":"2026-11-03T19:33:46.902Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"qwen3827bdflash2||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4","recommendedFilePath":"config.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":true,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-03T19:33:46.902Z","evidence_url":"/api/manifests/hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4"},"signature_state":"signed","obtainReady":null,"runReady":null,"recommendedFile":null},{"artifactId":"hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4","visibility":"public","owner":"deresolution","name":"Qwen3.8-27B-DFlash2-mxfp4","repo":"deresolution/Qwen3.8-27B-DFlash2-mxfp4","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3","apple-silicon","mxfp4","quantized","dflash2","speculative-decoding","block-diffusion","draft-model","text-generation","multilingual","base_model:incoai/qwen3.8-27b-dflash2","base_model:quantized:incoai/qwen3.8-27b-dflash2","license:apache-2.0","4-bit","region:us","llm","incoai/qwen3.8-27b-dflash2"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: deresolution/Qwen3.8-27B-DFlash2-mxfp4 · mlx","baseModel":"incoai/Qwen3.8-27B-DFlash2","downloadCount":1846,"filePath":"model.safetensors","format":"safetensors","risk":"low","sizeBytes":1022746831,"storageSizeBytes":1022746831,"sha256":"f2d97737ccaca82c4a36d3de44f79abc6ed619597a483cee67addc1f14d60ac4","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"unknown","hosted":null,"downloadAuthorized":true,"downloadable":null,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4/model.safetensors","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4","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":"2026-09-22T12:40:49.098Z","tools":[],"peerFallbacks":[],"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-03T19:33:46.897Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":1022746831,"readinessCheckedAt":"2026-11-03T19:33:46.902Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-03T19:33:46.897Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":1022746831,"readinessCheckedAt":"2026-11-03T19:33:46.902Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"weight","default":true,"recommended":true,"recommendedReason":"default-weights","recommendedReasonText":"Default weights download","duplicateGroup":{"key":"qwen3827bdflash2||safetensors","size":1,"rank":1,"recommendedArtifactId":"hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4","recommendedFilePath":"model.safetensors","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":true,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-03T19:33:46.902Z","evidence_url":"/api/manifests/hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4"},"signature_state":"signed","obtainReady":null,"runReady":null,"recommendedFile":null},{"artifactId":"hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4","visibility":"public","owner":"deresolution","name":"Qwen3.8-27B-DFlash2-mxfp4","repo":"deresolution/Qwen3.8-27B-DFlash2-mxfp4","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3","apple-silicon","mxfp4","quantized","dflash2","speculative-decoding","block-diffusion","draft-model","text-generation","multilingual","base_model:incoai/qwen3.8-27b-dflash2","base_model:quantized:incoai/qwen3.8-27b-dflash2","license:apache-2.0","4-bit","region:us","llm","incoai/qwen3.8-27b-dflash2"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: deresolution/Qwen3.8-27B-DFlash2-mxfp4 · mlx","baseModel":"incoai/Qwen3.8-27B-DFlash2","downloadCount":1846,"filePath":"tokenizer.json","format":"json","risk":"low","sizeBytes":1629,"storageSizeBytes":1629,"sha256":"716702a1fcdec1149657dc57cd79277661fd38d632ea2bb1f3bc45ea94a8d539","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"unknown","hosted":null,"downloadAuthorized":true,"downloadable":null,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4/tokenizer.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4","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":"2026-09-22T12:40:49.098Z","tools":[],"peerFallbacks":[],"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-03T19:33:46.897Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":1629,"readinessCheckedAt":"2026-11-03T19:33:46.902Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-03T19:33:46.897Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":1629,"readinessCheckedAt":"2026-11-03T19:33:46.902Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"qwen3827bdflash2||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4","recommendedFilePath":"config.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-03T19:33:46.902Z","evidence_url":"/api/manifests/hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4"},"signature_state":"signed","obtainReady":null,"runReady":null,"recommendedFile":null},{"artifactId":"hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4","visibility":"public","owner":"deresolution","name":"Qwen3.8-27B-DFlash2-mxfp4","repo":"deresolution/Qwen3.8-27B-DFlash2-mxfp4","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3","apple-silicon","mxfp4","quantized","dflash2","speculative-decoding","block-diffusion","draft-model","text-generation","multilingual","base_model:incoai/qwen3.8-27b-dflash2","base_model:quantized:incoai/qwen3.8-27b-dflash2","license:apache-2.0","4-bit","region:us","llm","incoai/qwen3.8-27b-dflash2"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: deresolution/Qwen3.8-27B-DFlash2-mxfp4 · mlx","baseModel":"incoai/Qwen3.8-27B-DFlash2","downloadCount":1846,"filePath":"tokenizer_config.json","format":"json","risk":"low","sizeBytes":318,"storageSizeBytes":318,"sha256":"40b8d2fd243a78a643ca7902a45bc8fc6ad1f22ad43b23ef4f382d83e2fe6df8","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"unknown","hosted":null,"downloadAuthorized":true,"downloadable":null,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4/tokenizer_config.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4","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":"2026-09-22T12:40:49.098Z","tools":[],"peerFallbacks":[],"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-03T19:33:46.897Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":318,"readinessCheckedAt":"2026-11-03T19:33:46.902Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-03T19:33:46.897Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":318,"readinessCheckedAt":"2026-11-03T19:33:46.902Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"qwen3827bdflash2||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4","recommendedFilePath":"config.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-03T19:33:46.902Z","evidence_url":"/api/manifests/hf-model-deresolution-qwen3-8-27b-dflash2-mxfp4"},"signature_state":"signed","obtainReady":null,"runReady":null,"recommendedFile":null}],"walkUrl":"/api/downloadable-files?cursor=0&limit=200","generatedAt":"2026-11-03T19:33:46.907Z","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."}}