{"schemaVersion":"hugging-bay.artifact-distribution.v1","downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","serveEvaluationId":"serve-68b11087d1465e1e01f2f96ee93f4d1c56aaad3eced6a1842498c2fed82d36dd","readiness":"ready","downloadReady":true,"hostedFileCount":11,"mirroredBytes":15153241754,"readinessCheckedAt":"2026-11-04T20:06:43.551Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","serveEvaluationId":"serve-68b11087d1465e1e01f2f96ee93f4d1c56aaad3eced6a1842498c2fed82d36dd","readiness":"ready","downloadReady":true,"hostedFileCount":11,"mirroredBytes":15153241754,"readinessCheckedAt":"2026-11-04T20:06:43.418Z","readinessSource":"file-check","degraded":false,"stale":false},"generatedAt":"2026-11-04T20:06:43.557Z","baseUrl":"https://huggingbay.xyz","artifact":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","readiness":"unknown","downloadReady":null,"hostedFileCount":11,"mirroredBytes":15153241754,"readinessCheckedAt":"2026-11-04T20:06:43.551Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","readiness":"unknown","downloadReady":null,"hostedFileCount":11,"mirroredBytes":15153241754,"readinessCheckedAt":"2026-11-04T20:06:43.418Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"id":"hf-model-ben0112-qwen-qwen3-8-27b-mtplx","owner":"ben0112","name":"Qwen-Qwen3.8-27B-MTPLX","repo":"ben0112/Qwen-Qwen3.8-27B-MTPLX","type":"llm","summary":"Model from Hugging Face for text generation: ben0112/Qwen-Qwen3.8-27B-MTPLX · mlx","cardDescription":"A chat model for conversations, questions and writing.","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":"baseModel","value":"Qwen/Qwen3.8-27B"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"Qwen/Qwen3.8-27B","field":"baseModel"}],"parameters":null,"size":{"bytes":16002643727,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"ben0112","sourceUrl":"https://huggingface.co/ben0112/Qwen-Qwen3.8-27B-MTPLX","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":93,"tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","apple-silicon","multi-token-prediction","mtplx","4-bit","text-generation","conversational","base_model:qwen/qwen3.8-27b","base_model:quantized:qwen/qwen3.8-27b","license:apache-2.0","region:us","llm","qwen/qwen3.8-27b"],"task":"text-generation","modality":"text","framework":"mlx","formats":["mlx","gitattributes","md","jinja","json","safetensors"],"baseModel":"Qwen/Qwen3.8-27B","derivedFrom":"Qwen/Qwen3.8-27B","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"Qwen/Qwen3.8-27B","languages":[],"sourceUrl":"https://huggingface.co/ben0112/Qwen-Qwen3.8-27B-MTPLX","evalResults":[],"libraryName":"mlx","pipelineTag":"text-generation","cardDataKeys":["base_model","base_model_relation","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation mlx llm model qwen/qwen3.8-27b safetensors","semanticTerms":["text-generation","mlx","llm","model","qwen/qwen3.8-27b","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":748},{"lfs":false,"path":"chat_template.jinja","sizeBytes":8952},{"lfs":false,"path":"config.json","sizeBytes":4086},{"lfs":false,"path":"generation_config.json","sizeBytes":202},{"lfs":true,"path":"model-00001-of-00003.safetensors","sizeBytes":5328325648},{"lfs":true,"path":"model-00002-of-00003.safetensors","sizeBytes":5354185130},{"lfs":true,"path":"model-00003-of-00003.safetensors","sizeBytes":4450532735},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":189789},{"lfs":true,"path":"mtp.safetensors","sizeBytes":849400403},{"lfs":false,"path":"mtplx_runtime.json","sizeBytes":3978},{"lfs":true,"path":"tokenizer.json","sizeBytes":19989325},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1161}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":16002643727,"sizeKnown":true,"sizeLabel":"14.9 GB","sizeReason":"","declaredSizeBytes":16002643727,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":5332,"stars":0,"citations":0,"updatedAt":"2026-09-22T00:19:17.790Z","createdAt":"2026-09-21T23:50:36.280Z","version":"hf-main","upstream":{"gated":false,"repoId":"ben0112/Qwen-Qwen3.8-27B-MTPLX","private":false,"repoUrl":"https://huggingface.co/ben0112/Qwen-Qwen3.8-27B-MTPLX","disabled":false,"provider":"huggingface","repoType":"model","revision":"2da56f5966e5888d75ab59d3525aa6e2b541c90d","fetchedAt":"2026-09-21T23:50:36.277Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-22T00:19:17.790Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":11,"mirroredBytes":15153241754,"mirroredFiles":11,"storageProvider":"gcs","hosted":null,"downloadable":null,"verified":false,"completeRunnable":null,"runReady":null,"refreshedAt":null,"stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":true,"readiness":"unknown","obtainReady":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"mirrorCompletion":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"completeRunnable":false,"verified":false,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_78104fd6ba5c01f86f9bbd37f7b48569fa5a49b77677237f9388fd9f90e42d32","artifactId":"hf-model-ben0112-qwen-qwen3-8-27b-mtplx","representationId":"rep-9bbc0166cbb8b7a8c12c01178936b97f5c48547a5b5e821cac9149128bbb8f29","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-9bbc0166cbb8b7a8c12c01178936b97f5c48547a5b5e821cac9149128bbb8f29","artifactId":"hf-model-ben0112-qwen-qwen3-8-27b-mtplx","format":"mlx","source":{"provider":"huggingface","identity":"ben0112/Qwen-Qwen3.8-27B-MTPLX","revision":"2da56f5966e5888d75ab59d3525aa6e2b541c90d","immutable":true},"files":[{"path":"chat_template.jinja","role":"template","sizeBytes":8952,"sha256":"sha256:c3cf9e34abf4f9e36c2d72165aa9c132d3e2a725b6c2586aaa3a8af9d7a81041","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:096435fc56a7b2651fdce265f45892014c6b2bec3d014b1546c460105aa6d385"},{"path":"config.json","role":"config","sizeBytes":4086,"sha256":"sha256:04079d38513caad3f98021bd75c372db6b1f7fd4dcfeeeb6d36c99dbfde5a413","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ed7cadf4f1612a33099f0b030284a776acb6ba0dd367cada9310aca6973c7388"},{"path":"generation_config.json","role":"config","sizeBytes":202,"sha256":"sha256:e70c136c1b78ddc1fb0905bac8e733a4dc448d4f852a5dd75143fffc70be550e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:92cfdcc0fc97a5f12bff86bb1457b6be96d127ebda01b022657a9a5893f29263"},{"path":"model-00001-of-00003.safetensors","role":"weight","sizeBytes":5328325648,"sha256":"sha256:075eac5fbba3951bc4870c1ac65d684c32e0abb24284201bd27f49df56735963","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7f2562da535b0f4f4765caff3b7a86f1e5bd8e3a22f119da57189529bc630d5c"},{"path":"model-00002-of-00003.safetensors","role":"weight","sizeBytes":5354185130,"sha256":"sha256:6c99c446987a432beb1f6ef7d6fde6db02682f1ebe1a913760953140e0fa4e47","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3dc2c70714e221deeea98c37fdc956ee5436fa0c64737a01be55c03e28c7a8c1"},{"path":"model-00003-of-00003.safetensors","role":"weight","sizeBytes":4450532735,"sha256":"sha256:0e267246064a1e635077dd05e22181f5eda44a1fa8a67dcf46c903f858bbe35b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:996ebed9583df63fdb295ff5cdf9fbd07b489bf7f0a239562fed4ff11ec7e684"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":189789,"sha256":"sha256:a2161f6a6c9f7c434145f97a4a4262a74eb3e16a95088e713754eb108b198511","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dc00d387353c7ba25fc0799aef5706f1fdfff63c1da4cf1cbf1a2ea017978b4e"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":19989325,"sha256":"sha256:06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5d401deb36d94754a83f3f9196dac11cf7cd208b9ffc9fb73e81b894c933e517"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1161,"sha256":"sha256:95c557768e6b88a7128befc7bfd3c7de50e5d51af9b8b33a9f4dee0e04f99679","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:96981b0b314061b86e3cc9b4cda9f7001edc7bd5e129469ac76fa59c88f99ba5"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:56d7e9c3490054625312fbf050c13dd32ed1bea55e8aab401698db6cc6c48cfd","representationDigest":"sha256:86101a691575e75fec448c734f8c57f37f0c5561ac151fbe54e197757a7c1025","evidenceSnapshotDigest":"sha256:dcf9db0958be6ea6f5783cd8fbad867709e57f84320413271f3580e0574530eb","evaluatedAt":"2026-09-22T00:19:18.287Z","authorityVersion":"sha256:c59c39b6bdb318e37c9c6ce6cd83dbdb0e2ec4322e0e4116c1f6f23a620793c0","invalidatedBy":null,"manifestFinal":true,"downloadable":false,"hosted":true,"hostedFiles":9,"serveAuthority":"live-serve-decision","individuallyHashedFiles":9,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":9,"strictlyDownloadableFiles":11,"strictlyDownloadableHashedFiles":11,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":15,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-04T20:06:43.551Z","evidence_url":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx"},"lastKnownAnswer":"Ready to download"},"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."},"hostingStatus":"unknown","hosted":null,"fileCount":15,"publicDownloadableFileCount":11,"externalFileCount":15,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":16002643727,"label":"14.9 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":5332,"upstreamStars":0,"label":"5.3K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"ben0112/Qwen-Qwen3.8-27B-MTPLX"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/15 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: ben0112/Qwen-Qwen3.8-27B-MTPLX","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 11/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":11,"externalFiles":4,"totalFiles":15},"action":{"id":"download","label":"Download exact selected bytes","detail":"The selected immutable representation is byte-complete; runtime compatibility is not established.","href":"/api/v1/artifacts/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/download-plan"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1570,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":748,"format":"md","risk":"low","downloadPolicy":"capability","sourceKind":"external-hf"},{"path":"chat_template.jinja","sizeBytes":8952,"format":"jinja","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"},{"path":"config.json","sizeBytes":4086,"format":"json","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"},{"path":"generation_config.json","sizeBytes":202,"format":"json","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"ben0112/Qwen-Qwen3.8-27B-MTPLX"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-04T20:06:43.551Z","evidence_url":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx"},"obtainReady":null,"runReady":null,"recommendedFile":null},"policy":{"verifiedHostedFirst":true,"peerFallbacksRequireReview":true,"licenseMirrorAllowed":true,"noGatedPrivateBypass":true,"noUnreviewedMagnetPublication":true,"note":"Hugging Bay is a verified catalog and selective mirror. Peer-assisted fallback metadata is accepted only for review and is published only after source, license, provenance, and safety checks."},"hostedDownloads":{"status":"hosted","hosted":true,"hostedFiles":9,"readiness":"ready","downloadReady":true,"degraded":false,"stale":false,"serveDecision":{"state":"READY","authority":"live-serve-decision"},"filesUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/files?limit=100","downloadableFilesUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-ben0112-qwen-qwen3-8-27b-mtplx&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx","torrentUrl":null,"magnetUri":null,"torrent":{"status":"unavailable","torrentUrl":null,"magnetUri":null,"reason":"fresh_torrent_generation_unavailable"},"reviewedPeerFallbackReady":true,"reviewedPeerFallbackFiles":0,"reviewedPeerFallbackCount":0,"peerFallbackReadinessUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/distribution","rows":[{"artifactId":"hf-model-ben0112-qwen-qwen3-8-27b-mtplx","visibility":"public","owner":"ben0112","name":"Qwen-Qwen3.8-27B-MTPLX","repo":"ben0112/Qwen-Qwen3.8-27B-MTPLX","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","apple-silicon","multi-token-prediction","mtplx","4-bit","text-generation","conversational","base_model:qwen/qwen3.8-27b","base_model:quantized:qwen/qwen3.8-27b","license:apache-2.0","region:us","llm","qwen/qwen3.8-27b"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: ben0112/Qwen-Qwen3.8-27B-MTPLX · mlx","baseModel":"Qwen/Qwen3.8-27B","downloadCount":5332,"filePath":"chat_template.jinja","format":"jinja","risk":"low","sizeBytes":8952,"storageSizeBytes":8952,"sha256":"c3cf9e34abf4f9e36c2d72165aa9c132d3e2a725b6c2586aaa3a8af9d7a81041","byteVerifiedAt":"2026-09-22T00:17:28.327Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"unknown","hosted":null,"downloadAuthorized":true,"downloadable":null,"downloadUrl":"/api/downloads/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/chat_template.jinja","manifestUrl":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","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":"2026-09-22T00:24:23.900Z","tools":[],"peerFallbacks":[],"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":8952,"readinessCheckedAt":"2026-11-04T20:06:43.550Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":8952,"readinessCheckedAt":"2026-11-04T20:06:43.418Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-04T20:06:43.550Z","evidence_url":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx"},"signature_state":"signed","obtainReady":null,"runReady":null,"recommendedFile":null},{"artifactId":"hf-model-ben0112-qwen-qwen3-8-27b-mtplx","visibility":"public","owner":"ben0112","name":"Qwen-Qwen3.8-27B-MTPLX","repo":"ben0112/Qwen-Qwen3.8-27B-MTPLX","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","apple-silicon","multi-token-prediction","mtplx","4-bit","text-generation","conversational","base_model:qwen/qwen3.8-27b","base_model:quantized:qwen/qwen3.8-27b","license:apache-2.0","region:us","llm","qwen/qwen3.8-27b"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: ben0112/Qwen-Qwen3.8-27B-MTPLX · mlx","baseModel":"Qwen/Qwen3.8-27B","downloadCount":5332,"filePath":"config.json","format":"json","risk":"low","sizeBytes":4086,"storageSizeBytes":4086,"sha256":"04079d38513caad3f98021bd75c372db6b1f7fd4dcfeeeb6d36c99dbfde5a413","byteVerifiedAt":"2026-09-22T00:17:28.414Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"unknown","hosted":null,"downloadAuthorized":true,"downloadable":null,"downloadUrl":"/api/downloads/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/config.json","manifestUrl":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","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":"2026-09-22T00:24:23.900Z","tools":[],"peerFallbacks":[],"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":4086,"readinessCheckedAt":"2026-11-04T20:06:43.550Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":4086,"readinessCheckedAt":"2026-11-04T20:06:43.418Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-04T20:06:43.550Z","evidence_url":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx"},"signature_state":"signed","obtainReady":null,"runReady":null,"recommendedFile":null},{"artifactId":"hf-model-ben0112-qwen-qwen3-8-27b-mtplx","visibility":"public","owner":"ben0112","name":"Qwen-Qwen3.8-27B-MTPLX","repo":"ben0112/Qwen-Qwen3.8-27B-MTPLX","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","apple-silicon","multi-token-prediction","mtplx","4-bit","text-generation","conversational","base_model:qwen/qwen3.8-27b","base_model:quantized:qwen/qwen3.8-27b","license:apache-2.0","region:us","llm","qwen/qwen3.8-27b"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: ben0112/Qwen-Qwen3.8-27B-MTPLX · mlx","baseModel":"Qwen/Qwen3.8-27B","downloadCount":5332,"filePath":"generation_config.json","format":"json","risk":"low","sizeBytes":202,"storageSizeBytes":202,"sha256":"e70c136c1b78ddc1fb0905bac8e733a4dc448d4f852a5dd75143fffc70be550e","byteVerifiedAt":"2026-09-22T00:17:28.517Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"unknown","hosted":null,"downloadAuthorized":true,"downloadable":null,"downloadUrl":"/api/downloads/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/generation_config.json","manifestUrl":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","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":"2026-09-22T00:24:23.900Z","tools":[],"peerFallbacks":[],"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":202,"readinessCheckedAt":"2026-11-04T20:06:43.550Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":202,"readinessCheckedAt":"2026-11-04T20:06:43.418Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-04T20:06:43.550Z","evidence_url":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx"},"signature_state":"signed","obtainReady":null,"runReady":null,"recommendedFile":null},{"artifactId":"hf-model-ben0112-qwen-qwen3-8-27b-mtplx","visibility":"public","owner":"ben0112","name":"Qwen-Qwen3.8-27B-MTPLX","repo":"ben0112/Qwen-Qwen3.8-27B-MTPLX","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","apple-silicon","multi-token-prediction","mtplx","4-bit","text-generation","conversational","base_model:qwen/qwen3.8-27b","base_model:quantized:qwen/qwen3.8-27b","license:apache-2.0","region:us","llm","qwen/qwen3.8-27b"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: ben0112/Qwen-Qwen3.8-27B-MTPLX · mlx","baseModel":"Qwen/Qwen3.8-27B","downloadCount":5332,"filePath":"model-00001-of-00003.safetensors","format":"safetensors","risk":"low","sizeBytes":5328325648,"storageSizeBytes":5328325648,"sha256":"075eac5fbba3951bc4870c1ac65d684c32e0abb24284201bd27f49df56735963","byteVerifiedAt":"2026-09-22T00:18:07.798Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"unknown","hosted":null,"downloadAuthorized":true,"downloadable":null,"downloadUrl":"/api/downloads/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/model-00001-of-00003.safetensors","manifestUrl":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","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":"2026-09-22T00:24:23.900Z","tools":[],"peerFallbacks":[],"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":5328325648,"readinessCheckedAt":"2026-11-04T20:06:43.550Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":5328325648,"readinessCheckedAt":"2026-11-04T20:06:43.418Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-04T20:06:43.550Z","evidence_url":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx"},"signature_state":"signed","obtainReady":null,"runReady":null,"recommendedFile":null},{"artifactId":"hf-model-ben0112-qwen-qwen3-8-27b-mtplx","visibility":"public","owner":"ben0112","name":"Qwen-Qwen3.8-27B-MTPLX","repo":"ben0112/Qwen-Qwen3.8-27B-MTPLX","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","apple-silicon","multi-token-prediction","mtplx","4-bit","text-generation","conversational","base_model:qwen/qwen3.8-27b","base_model:quantized:qwen/qwen3.8-27b","license:apache-2.0","region:us","llm","qwen/qwen3.8-27b"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: ben0112/Qwen-Qwen3.8-27B-MTPLX · mlx","baseModel":"Qwen/Qwen3.8-27B","downloadCount":5332,"filePath":"model-00002-of-00003.safetensors","format":"safetensors","risk":"low","sizeBytes":5354185130,"storageSizeBytes":5354185130,"sha256":"6c99c446987a432beb1f6ef7d6fde6db02682f1ebe1a913760953140e0fa4e47","byteVerifiedAt":"2026-09-22T00:18:47.865Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"unknown","hosted":null,"downloadAuthorized":true,"downloadable":null,"downloadUrl":"/api/downloads/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/model-00002-of-00003.safetensors","manifestUrl":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","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":"2026-09-22T00:24:23.900Z","tools":[],"peerFallbacks":[],"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":5354185130,"readinessCheckedAt":"2026-11-04T20:06:43.550Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":5354185130,"readinessCheckedAt":"2026-11-04T20:06:43.418Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-04T20:06:43.550Z","evidence_url":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx"},"signature_state":"signed","obtainReady":null,"runReady":null,"recommendedFile":null},{"artifactId":"hf-model-ben0112-qwen-qwen3-8-27b-mtplx","visibility":"public","owner":"ben0112","name":"Qwen-Qwen3.8-27B-MTPLX","repo":"ben0112/Qwen-Qwen3.8-27B-MTPLX","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","apple-silicon","multi-token-prediction","mtplx","4-bit","text-generation","conversational","base_model:qwen/qwen3.8-27b","base_model:quantized:qwen/qwen3.8-27b","license:apache-2.0","region:us","llm","qwen/qwen3.8-27b"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: ben0112/Qwen-Qwen3.8-27B-MTPLX · mlx","baseModel":"Qwen/Qwen3.8-27B","downloadCount":5332,"filePath":"model-00003-of-00003.safetensors","format":"safetensors","risk":"low","sizeBytes":4450532735,"storageSizeBytes":4450532735,"sha256":"0e267246064a1e635077dd05e22181f5eda44a1fa8a67dcf46c903f858bbe35b","byteVerifiedAt":"2026-09-22T00:19:16.871Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"unknown","hosted":null,"downloadAuthorized":true,"downloadable":null,"downloadUrl":"/api/downloads/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/model-00003-of-00003.safetensors","manifestUrl":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","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":"2026-09-22T00:24:23.900Z","tools":[],"peerFallbacks":[],"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":4450532735,"readinessCheckedAt":"2026-11-04T20:06:43.550Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":4450532735,"readinessCheckedAt":"2026-11-04T20:06:43.418Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-04T20:06:43.550Z","evidence_url":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx"},"signature_state":"signed","obtainReady":null,"runReady":null,"recommendedFile":null},{"artifactId":"hf-model-ben0112-qwen-qwen3-8-27b-mtplx","visibility":"public","owner":"ben0112","name":"Qwen-Qwen3.8-27B-MTPLX","repo":"ben0112/Qwen-Qwen3.8-27B-MTPLX","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","apple-silicon","multi-token-prediction","mtplx","4-bit","text-generation","conversational","base_model:qwen/qwen3.8-27b","base_model:quantized:qwen/qwen3.8-27b","license:apache-2.0","region:us","llm","qwen/qwen3.8-27b"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: ben0112/Qwen-Qwen3.8-27B-MTPLX · mlx","baseModel":"Qwen/Qwen3.8-27B","downloadCount":5332,"filePath":"model.safetensors.index.json","format":"json","risk":"low","sizeBytes":189789,"storageSizeBytes":189789,"sha256":"a2161f6a6c9f7c434145f97a4a4262a74eb3e16a95088e713754eb108b198511","byteVerifiedAt":"2026-09-22T00:19:16.939Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"unknown","hosted":null,"downloadAuthorized":true,"downloadable":null,"downloadUrl":"/api/downloads/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/model.safetensors.index.json","manifestUrl":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","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":"2026-09-22T00:24:23.900Z","tools":[],"peerFallbacks":[],"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":189789,"readinessCheckedAt":"2026-11-04T20:06:43.550Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":189789,"readinessCheckedAt":"2026-11-04T20:06:43.418Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-04T20:06:43.550Z","evidence_url":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx"},"signature_state":"signed","obtainReady":null,"runReady":null,"recommendedFile":null},{"artifactId":"hf-model-ben0112-qwen-qwen3-8-27b-mtplx","visibility":"public","owner":"ben0112","name":"Qwen-Qwen3.8-27B-MTPLX","repo":"ben0112/Qwen-Qwen3.8-27B-MTPLX","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","apple-silicon","multi-token-prediction","mtplx","4-bit","text-generation","conversational","base_model:qwen/qwen3.8-27b","base_model:quantized:qwen/qwen3.8-27b","license:apache-2.0","region:us","llm","qwen/qwen3.8-27b"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: ben0112/Qwen-Qwen3.8-27B-MTPLX · mlx","baseModel":"Qwen/Qwen3.8-27B","downloadCount":5332,"filePath":"tokenizer_config.json","format":"json","risk":"low","sizeBytes":1161,"storageSizeBytes":1161,"sha256":"95c557768e6b88a7128befc7bfd3c7de50e5d51af9b8b33a9f4dee0e04f99679","byteVerifiedAt":"2026-09-22T00:19:17.281Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"unknown","hosted":null,"downloadAuthorized":true,"downloadable":null,"downloadUrl":"/api/downloads/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/tokenizer_config.json","manifestUrl":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","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":"2026-09-22T00:24:23.900Z","tools":[],"peerFallbacks":[],"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":1161,"readinessCheckedAt":"2026-11-04T20:06:43.550Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":1161,"readinessCheckedAt":"2026-11-04T20:06:43.418Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-04T20:06:43.550Z","evidence_url":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx"},"signature_state":"signed","obtainReady":null,"runReady":null,"recommendedFile":null},{"artifactId":"hf-model-ben0112-qwen-qwen3-8-27b-mtplx","visibility":"public","owner":"ben0112","name":"Qwen-Qwen3.8-27B-MTPLX","repo":"ben0112/Qwen-Qwen3.8-27B-MTPLX","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","apple-silicon","multi-token-prediction","mtplx","4-bit","text-generation","conversational","base_model:qwen/qwen3.8-27b","base_model:quantized:qwen/qwen3.8-27b","license:apache-2.0","region:us","llm","qwen/qwen3.8-27b"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: ben0112/Qwen-Qwen3.8-27B-MTPLX · mlx","baseModel":"Qwen/Qwen3.8-27B","downloadCount":5332,"filePath":"tokenizer.json","format":"json","risk":"low","sizeBytes":19989325,"storageSizeBytes":19989325,"sha256":"06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523","byteVerifiedAt":"2026-09-22T00:19:17.144Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"unknown","hosted":null,"downloadAuthorized":true,"downloadable":null,"downloadUrl":"/api/downloads/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/tokenizer.json","manifestUrl":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","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":"2026-09-22T00:24:23.900Z","tools":[],"peerFallbacks":[],"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":19989325,"readinessCheckedAt":"2026-11-04T20:06:43.550Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-04T20:06:43.418Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":19989325,"readinessCheckedAt":"2026-11-04T20:06:43.418Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-04T20:06:43.550Z","evidence_url":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx"},"signature_state":"signed","obtainReady":null,"runReady":null,"recommendedFile":null}]},"upstream":{"provider":"huggingface","repoId":"ben0112/Qwen-Qwen3.8-27B-MTPLX","repoUrl":"https://huggingface.co/ben0112/Qwen-Qwen3.8-27B-MTPLX","externalMetadataOnly":false},"decentralizedFallbacks":{"protocol":"bittorrent-magnet-metadata","verifiedCount":0,"pendingReviewCount":0,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/decentralized-fallbacks","reviewQueueUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/distribution","verified":[],"pendingReview":[],"readiness":{"status":"ready-for-reviewed-fallback","ready":true,"reviewRequired":true,"publishActualMagnetOnlyAfterReview":true,"protocol":"bittorrent-magnet-metadata","torrentName":"ben0112-Qwen-Qwen3.8-27B-MTPLX","licenseAllowed":true,"sameAsUpstreamRequired":true,"sourceUrl":"https://huggingface.co/ben0112/Qwen-Qwen3.8-27B-MTPLX","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/distribution","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-ben0112-qwen-qwen3-8-27b-mtplx","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/download-plan","requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/decentralized-fallbacks","manifestDigest":"sha256:b2504651a1ae97bfdbd6a974c4577a27f7069892fec6eb24e7753eedce816c7e","fileCount":9,"totalBytes":15153237028,"files":[{"path":"","sizeBytes":8952,"sha256":"c3cf9e34abf4f9e36c2d72165aa9c132d3e2a725b6c2586aaa3a8af9d7a81041","downloadUrl":"/api/downloads/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/chat_template.jinja"},{"path":"","sizeBytes":4086,"sha256":"04079d38513caad3f98021bd75c372db6b1f7fd4dcfeeeb6d36c99dbfde5a413","downloadUrl":"/api/downloads/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/config.json"},{"path":"","sizeBytes":202,"sha256":"e70c136c1b78ddc1fb0905bac8e733a4dc448d4f852a5dd75143fffc70be550e","downloadUrl":"/api/downloads/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/generation_config.json"},{"path":"","sizeBytes":5328325648,"sha256":"075eac5fbba3951bc4870c1ac65d684c32e0abb24284201bd27f49df56735963","downloadUrl":"/api/downloads/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/model-00001-of-00003.safetensors"},{"path":"","sizeBytes":5354185130,"sha256":"6c99c446987a432beb1f6ef7d6fde6db02682f1ebe1a913760953140e0fa4e47","downloadUrl":"/api/downloads/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/model-00002-of-00003.safetensors"},{"path":"","sizeBytes":4450532735,"sha256":"0e267246064a1e635077dd05e22181f5eda44a1fa8a67dcf46c903f858bbe35b","downloadUrl":"/api/downloads/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/model-00003-of-00003.safetensors"},{"path":"","sizeBytes":189789,"sha256":"a2161f6a6c9f7c434145f97a4a4262a74eb3e16a95088e713754eb108b198511","downloadUrl":"/api/downloads/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/model.safetensors.index.json"},{"path":"","sizeBytes":1161,"sha256":"95c557768e6b88a7128befc7bfd3c7de50e5d51af9b8b33a9f4dee0e04f99679","downloadUrl":"/api/downloads/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/tokenizer_config.json"},{"path":"","sizeBytes":19989325,"sha256":"06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523","downloadUrl":"/api/downloads/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/tokenizer.json"}],"blockers":[],"requiredEvidence":["magnet URI with btih info hash","source URL proving the torrent maps to this public upstream release","SHA-256 or signed manifest evidence for each hosted file","reviewer note confirming license, provenance, scan, and same-as-upstream checks"],"guidance":"This hosted artifact has enough signed hash/provenance metadata for a reviewed torrent or magnet fallback request; submit the magnet for review before publication."}},"recommendedFlow":["Prefer hostedDownloads rows and verify SHA-256/manifest before runtime use.","If a legitimate torrent/magnet already exists for this open artifact, submit it to decentralizedFallbacks.requestUrl for review.","Do not use Hugging Bay to bypass gated, private, removed, or unknown-license sources."],"actions":{"web":"https://huggingbay.xyz/artifact/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/distribution","submitFallback":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/decentralized-fallbacks","body":{"magnetUri":"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.","sourceUrl":"https://huggingface.co/ben0112/Qwen-Qwen3.8-27B-MTPLX","useCase":"community resilience fallback"}},"requestHostedMirror":null},"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":11,"peerFallbacks":{"schemaVersion":"hugging-bay.peer-fallbacks.v1","generatedAt":"2026-11-04T20:06:43.561Z","baseUrl":"https://huggingbay.xyz","artifact":{"id":"hf-model-ben0112-qwen-qwen3-8-27b-mtplx","repo":"ben0112/Qwen-Qwen3.8-27B-MTPLX","owner":"ben0112","name":"Qwen-Qwen3.8-27B-MTPLX","type":"llm","license":"apache-2.0","hostingStatus":"hosted","sourceUrl":"https://huggingface.co/ben0112/Qwen-Qwen3.8-27B-MTPLX"},"policy":{"reviewRequired":true,"noUnreviewedMagnetPublication":true,"noGatedPrivateBypass":true,"hostedHashVerificationRequired":true,"directTorrentGeneration":false,"note":"Hosted torrents are generated only from the exact serving-eligibility authority with full-byte verification. Third-party peer-fallback metadata remains separately review-gated and unreviewed magnets are never published."},"summary":{"hostedFiles":9,"filesWithReviewedFallbacks":0,"reviewedFileFallbacks":0,"reviewedArtifactFallbacks":0,"reviewedFallbacks":0,"reviewedTorrentSources":0,"pendingReviewRequests":0,"ready":false},"readiness":{"state":"unknown","completeRunnable":false,"verified":false,"runReady":false,"reason":"recorded-evaluator-not-integrated"},"verifiedFallbacks":[],"files":[],"pendingReview":[],"actions":{"web":"https://huggingbay.xyz/artifact/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/peer-fallbacks","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/distribution","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/download-plan","hostedDownloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-ben0112-qwen-qwen3-8-27b-mtplx&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx","generatedTorrentUrl":null,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ben0112-qwen-qwen3-8-27b-mtplx/decentralized-fallbacks","artifactUrl":"https://huggingbay.xyz/artifact/hf-model-ben0112-qwen-qwen3-8-27b-mtplx","releaseUrl":"https://huggingbay.xyz/releases/hf-model-ben0112-qwen-qwen3-8-27b-mtplx"},"commands":[],"guidance":["Inspect hosted file hashes separately; they do not establish bundle completeness or runtime readiness.","Peer fallback metadata is informational and does not establish a verified or runnable bundle.","Submit legitimate open-artifact magnet metadata through actions.requestUrl; unreviewed submissions remain hidden."]},"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":"2026-11-04T20:06:43.551Z","evidence_url":"/api/manifests/hf-model-ben0112-qwen-qwen3-8-27b-mtplx"}}