{"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":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":9,"mirroredBytes":11791567967,"readinessCheckedAt":"2026-10-30T12:40:30.896Z","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":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":9,"mirroredBytes":11791567967,"readinessCheckedAt":"2026-10-30T12:40:30.774Z","readinessSource":"file-check","degraded":false,"stale":false},"generatedAt":"2026-10-30T12:40:30.903Z","baseUrl":"https://huggingbay.xyz","artifact":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":9,"mirroredBytes":11791567967,"readinessCheckedAt":"2026-10-30T12:40:30.896Z","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":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":9,"mirroredBytes":11791567967,"readinessCheckedAt":"2026-10-30T12:40:30.774Z","readinessSource":"file-check","degraded":false,"stale":false},"id":"hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","owner":"lukaskremla","name":"Qwen3.8-27B-3bit-MLX-TextOnly","repo":"lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","type":"llm","summary":"Model from Hugging Face for text generation: lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly · 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":11791570738,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"lukaskremla","sourceUrl":"https://huggingface.co/lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","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","mlx-lm","qwen","qwen3.8","qwen3.8-27b","text-generation","text-only","conversational","reasoning","tool-use","long-context","multilingual","quantized","weight-only-quantization","affine","rtn","group-size-64","3-bit"],"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/lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","evalResults":[],"libraryName":"mlx","pipelineTag":"text-generation","cardDataKeys":["base_model","base_model_relation","library_name","license","model_name","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":1201},{"lfs":false,"path":"chat_template.jinja","sizeBytes":8952},{"lfs":false,"path":"config.json","sizeBytes":4089},{"lfs":false,"path":"generation_config.json","sizeBytes":202},{"lfs":true,"path":"model-00001-of-00003.safetensors","sizeBytes":5348273323},{"lfs":true,"path":"model-00002-of-00003.safetensors","sizeBytes":5368521504},{"lfs":true,"path":"model-00003-of-00003.safetensors","sizeBytes":1054579630},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":189789},{"lfs":true,"path":"tokenizer.json","sizeBytes":19989343},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1135}],"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":11791570738,"sizeKnown":true,"sizeLabel":"11.0 GB","sizeReason":"","declaredSizeBytes":11791570738,"defaultDownloadBytes":11771374457,"mirrorCount":1,"downloadCount":6942,"stars":17,"citations":0,"updatedAt":"2026-09-21T23:23:24.705Z","createdAt":"2026-09-21T23:07:49.288Z","version":"hf-main","upstream":{"gated":false,"repoId":"lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","private":false,"repoUrl":"https://huggingface.co/lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","disabled":false,"provider":"huggingface","repoType":"model","revision":"dc755c911a7716a1db15cd8df8bab46a9dcfffdc","fetchedAt":"2026-09-21T23:07:49.285Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-21T23:23:24.705Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":9,"mirroredBytes":11791567967,"mirroredFiles":9,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true,"serveAuthority":"live-serve-decision","bytesOnStorage":true},"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_47249e48e7e5b1a388b1e7479a7863effe0f30d376b8135906b3915f6b403bf9","artifactId":"hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","representationId":"rep-d57d411f417f751145d8ee3d3bf8d4d0c88ea146bfccd177e36168282b74f760","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-d57d411f417f751145d8ee3d3bf8d4d0c88ea146bfccd177e36168282b74f760","artifactId":"hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","format":"mlx","source":{"provider":"huggingface","identity":"lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","revision":"dc755c911a7716a1db15cd8df8bab46a9dcfffdc","immutable":true},"files":[{"path":"chat_template.jinja","role":"template","sizeBytes":8952,"sha256":"sha256:c3cf9e34abf4f9e36c2d72165aa9c132d3e2a725b6c2586aaa3a8af9d7a81041","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ddd8afc254b8256d5fd97a71d0a41ae05d0e31fe2e53ccbc8e2d4d59d73b27ff"},{"path":"config.json","role":"config","sizeBytes":4089,"sha256":"sha256:f01025d9054b0bea4d64c278bcb92aeb94d2a1fd7a5ca222b116ed1e2ee392b0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:292cd5c72fd0069b38c111e8e95086414d0be789af72309db25ce51ffd3e4952"},{"path":"generation_config.json","role":"config","sizeBytes":202,"sha256":"sha256:e70c136c1b78ddc1fb0905bac8e733a4dc448d4f852a5dd75143fffc70be550e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:67e51fa1cfdfb7c9f6cfb105c3fbdc7f2160a40807d64612bc88ce5a55986857"},{"path":"model-00001-of-00003.safetensors","role":"weight","sizeBytes":5348273323,"sha256":"sha256:4c9c94cd17eb73791ddddb67998b2305fb0a1855d0ebff09091d81990b67096a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b40eb3c6da3faad353561aaf4307dc79a914b7ff3c4c6936d7f48923016724d4"},{"path":"model-00002-of-00003.safetensors","role":"weight","sizeBytes":5368521504,"sha256":"sha256:14675b05ac9dc2e1fdd619aba7da31000125a71679f9e56b5e067ad2714def4c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:205354b0a76d5249ac2951735135e20d2067e3248443ac762c810f85489b231d"},{"path":"model-00003-of-00003.safetensors","role":"weight","sizeBytes":1054579630,"sha256":"sha256:0b513fb9aeee3104f93d8e7bb18c22424cb42f006a98f981a27c9bcf8ecdb308","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:310ee52124856195a611cb6e21727e8410c1f8c89719d83a8540e936ca854744"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":189789,"sha256":"sha256:f2d58e269f3d60bee657d756dd7df80f171d7ab5a50e1ca7633d27abb041c3a9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:79c58663a5b5d6f4f0203668b8b50ccd5ee7846b8e4ba2434d6c480c6871a0e6"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":19989343,"sha256":"sha256:87a7830d63fcf43bf241c3c5242e96e62dd3fdc29224ca26fed8ea333db72de4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fcb097c3015cd8b2b46f0c31abf0545eccb41326784a72b31ab255c7e9d68889"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1135,"sha256":"sha256:b2bed5e033438f09f22b0ce9522115b4807d9bbcc3b82bf23372cb74d93ed081","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c67b9d4f6c81699c07d85f1a32e83146a3e00f0160fb9ed71a28bfb399a22ae3"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:21156804f2165896afc96a132c8b07581ac0895c0b100e723dfbc650fb6edde9","representationDigest":"sha256:b7b69563a0e4c2145d75055177346d54df0b0c04ac390fc2fad552af69263068","evidenceSnapshotDigest":"sha256:9fccc2f43546d60feeb0f62ce9cc51d445ec23be58f8610f2962e9563ab0b66d","evaluatedAt":"2026-09-21T23:23:25.046Z","authorityVersion":"sha256:6bff3284e05f4f1feaa909239723bec3a0d33e8952804c6dbe186c99d373c905","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":9,"strictlyDownloadableHashedFiles":9,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":11,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T12:40:30.896Z","evidence_url":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly"},"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":"hosted","hosted":true,"fileCount":11,"publicDownloadableFileCount":9,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":11791570738,"label":"11.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":6942,"upstreamStars":17,"label":"6.9K 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":"lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/11 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: lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 9/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":9,"externalFiles":2,"totalFiles":11},"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-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/download-plan"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1570,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":1201,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"chat_template.jinja","sizeBytes":8952,"format":"jinja","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"},{"path":"config.json","sizeBytes":4089,"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":"lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly"}},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T12:40:30.896Z","evidence_url":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly"}},"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-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/files?limit=100","downloadableFilesUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","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-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/distribution","rows":[{"artifactId":"hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","visibility":"public","owner":"lukaskremla","name":"Qwen3.8-27B-3bit-MLX-TextOnly","repo":"lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mlx-lm","qwen","qwen3.8","qwen3.8-27b","text-generation","text-only","conversational","reasoning","tool-use","long-context","multilingual","quantized","weight-only-quantization","affine","rtn","group-size-64","3-bit"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly · mlx","baseModel":"Qwen/Qwen3.8-27B","downloadCount":6942,"filePath":"chat_template.jinja","format":"jinja","risk":"low","sizeBytes":8952,"storageSizeBytes":8952,"sha256":"c3cf9e34abf4f9e36c2d72165aa9c132d3e2a725b6c2586aaa3a8af9d7a81041","byteVerifiedAt":"2026-09-21T23:22:12.709Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/chat_template.jinja","manifestUrl":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","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":"2026-09-21T23:37:10.054Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":8952,"readinessCheckedAt":"2026-10-30T12:40:30.895Z","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":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":8952,"readinessCheckedAt":"2026-10-30T12:40:30.774Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T12:40:30.895Z","evidence_url":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly"},"signature_state":"signed"},{"artifactId":"hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","visibility":"public","owner":"lukaskremla","name":"Qwen3.8-27B-3bit-MLX-TextOnly","repo":"lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mlx-lm","qwen","qwen3.8","qwen3.8-27b","text-generation","text-only","conversational","reasoning","tool-use","long-context","multilingual","quantized","weight-only-quantization","affine","rtn","group-size-64","3-bit"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly · mlx","baseModel":"Qwen/Qwen3.8-27B","downloadCount":6942,"filePath":"config.json","format":"json","risk":"low","sizeBytes":4089,"storageSizeBytes":4089,"sha256":"f01025d9054b0bea4d64c278bcb92aeb94d2a1fd7a5ca222b116ed1e2ee392b0","byteVerifiedAt":"2026-09-21T23:22:12.831Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/config.json","manifestUrl":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","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":"2026-09-21T23:37:10.054Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4089,"readinessCheckedAt":"2026-10-30T12:40:30.895Z","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":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4089,"readinessCheckedAt":"2026-10-30T12:40:30.774Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T12:40:30.895Z","evidence_url":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly"},"signature_state":"signed"},{"artifactId":"hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","visibility":"public","owner":"lukaskremla","name":"Qwen3.8-27B-3bit-MLX-TextOnly","repo":"lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mlx-lm","qwen","qwen3.8","qwen3.8-27b","text-generation","text-only","conversational","reasoning","tool-use","long-context","multilingual","quantized","weight-only-quantization","affine","rtn","group-size-64","3-bit"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly · mlx","baseModel":"Qwen/Qwen3.8-27B","downloadCount":6942,"filePath":"generation_config.json","format":"json","risk":"low","sizeBytes":202,"storageSizeBytes":202,"sha256":"e70c136c1b78ddc1fb0905bac8e733a4dc448d4f852a5dd75143fffc70be550e","byteVerifiedAt":"2026-09-21T23:22:12.946Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/generation_config.json","manifestUrl":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","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":"2026-09-21T23:37:10.054Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":202,"readinessCheckedAt":"2026-10-30T12:40:30.895Z","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":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":202,"readinessCheckedAt":"2026-10-30T12:40:30.774Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T12:40:30.895Z","evidence_url":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly"},"signature_state":"signed"},{"artifactId":"hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","visibility":"public","owner":"lukaskremla","name":"Qwen3.8-27B-3bit-MLX-TextOnly","repo":"lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mlx-lm","qwen","qwen3.8","qwen3.8-27b","text-generation","text-only","conversational","reasoning","tool-use","long-context","multilingual","quantized","weight-only-quantization","affine","rtn","group-size-64","3-bit"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly · mlx","baseModel":"Qwen/Qwen3.8-27B","downloadCount":6942,"filePath":"model-00001-of-00003.safetensors","format":"safetensors","risk":"low","sizeBytes":5348273323,"storageSizeBytes":5348273323,"sha256":"4c9c94cd17eb73791ddddb67998b2305fb0a1855d0ebff09091d81990b67096a","byteVerifiedAt":"2026-09-21T23:22:45.292Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/model-00001-of-00003.safetensors","manifestUrl":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","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":"2026-09-21T23:37:10.054Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":5348273323,"readinessCheckedAt":"2026-10-30T12:40:30.896Z","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":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":5348273323,"readinessCheckedAt":"2026-10-30T12:40:30.774Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T12:40:30.896Z","evidence_url":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly"},"signature_state":"signed"},{"artifactId":"hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","visibility":"public","owner":"lukaskremla","name":"Qwen3.8-27B-3bit-MLX-TextOnly","repo":"lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mlx-lm","qwen","qwen3.8","qwen3.8-27b","text-generation","text-only","conversational","reasoning","tool-use","long-context","multilingual","quantized","weight-only-quantization","affine","rtn","group-size-64","3-bit"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly · mlx","baseModel":"Qwen/Qwen3.8-27B","downloadCount":6942,"filePath":"model-00002-of-00003.safetensors","format":"safetensors","risk":"low","sizeBytes":5368521504,"storageSizeBytes":5368521504,"sha256":"14675b05ac9dc2e1fdd619aba7da31000125a71679f9e56b5e067ad2714def4c","byteVerifiedAt":"2026-09-21T23:23:17.257Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/model-00002-of-00003.safetensors","manifestUrl":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","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":"2026-09-21T23:37:10.054Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":5368521504,"readinessCheckedAt":"2026-10-30T12:40:30.896Z","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":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":5368521504,"readinessCheckedAt":"2026-10-30T12:40:30.774Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T12:40:30.896Z","evidence_url":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly"},"signature_state":"signed"},{"artifactId":"hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","visibility":"public","owner":"lukaskremla","name":"Qwen3.8-27B-3bit-MLX-TextOnly","repo":"lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mlx-lm","qwen","qwen3.8","qwen3.8-27b","text-generation","text-only","conversational","reasoning","tool-use","long-context","multilingual","quantized","weight-only-quantization","affine","rtn","group-size-64","3-bit"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly · mlx","baseModel":"Qwen/Qwen3.8-27B","downloadCount":6942,"filePath":"model-00003-of-00003.safetensors","format":"safetensors","risk":"low","sizeBytes":1054579630,"storageSizeBytes":1054579630,"sha256":"0b513fb9aeee3104f93d8e7bb18c22424cb42f006a98f981a27c9bcf8ecdb308","byteVerifiedAt":"2026-09-21T23:23:23.685Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/model-00003-of-00003.safetensors","manifestUrl":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","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":"2026-09-21T23:37:10.054Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1054579630,"readinessCheckedAt":"2026-10-30T12:40:30.896Z","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":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1054579630,"readinessCheckedAt":"2026-10-30T12:40:30.774Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T12:40:30.896Z","evidence_url":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly"},"signature_state":"signed"},{"artifactId":"hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","visibility":"public","owner":"lukaskremla","name":"Qwen3.8-27B-3bit-MLX-TextOnly","repo":"lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mlx-lm","qwen","qwen3.8","qwen3.8-27b","text-generation","text-only","conversational","reasoning","tool-use","long-context","multilingual","quantized","weight-only-quantization","affine","rtn","group-size-64","3-bit"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly · mlx","baseModel":"Qwen/Qwen3.8-27B","downloadCount":6942,"filePath":"model.safetensors.index.json","format":"json","risk":"low","sizeBytes":189789,"storageSizeBytes":189789,"sha256":"f2d58e269f3d60bee657d756dd7df80f171d7ab5a50e1ca7633d27abb041c3a9","byteVerifiedAt":"2026-09-21T23:23:23.820Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/model.safetensors.index.json","manifestUrl":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","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":"2026-09-21T23:37:10.054Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":189789,"readinessCheckedAt":"2026-10-30T12:40:30.896Z","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":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":189789,"readinessCheckedAt":"2026-10-30T12:40:30.774Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T12:40:30.896Z","evidence_url":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly"},"signature_state":"signed"},{"artifactId":"hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","visibility":"public","owner":"lukaskremla","name":"Qwen3.8-27B-3bit-MLX-TextOnly","repo":"lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mlx-lm","qwen","qwen3.8","qwen3.8-27b","text-generation","text-only","conversational","reasoning","tool-use","long-context","multilingual","quantized","weight-only-quantization","affine","rtn","group-size-64","3-bit"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly · mlx","baseModel":"Qwen/Qwen3.8-27B","downloadCount":6942,"filePath":"tokenizer_config.json","format":"json","risk":"low","sizeBytes":1135,"storageSizeBytes":1135,"sha256":"b2bed5e033438f09f22b0ce9522115b4807d9bbcc3b82bf23372cb74d93ed081","byteVerifiedAt":"2026-09-21T23:23:24.285Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/tokenizer_config.json","manifestUrl":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","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":"2026-09-21T23:37:10.054Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1135,"readinessCheckedAt":"2026-10-30T12:40:30.896Z","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":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1135,"readinessCheckedAt":"2026-10-30T12:40:30.774Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T12:40:30.896Z","evidence_url":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly"},"signature_state":"signed"},{"artifactId":"hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","visibility":"public","owner":"lukaskremla","name":"Qwen3.8-27B-3bit-MLX-TextOnly","repo":"lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","mlx-lm","qwen","qwen3.8","qwen3.8-27b","text-generation","text-only","conversational","reasoning","tool-use","long-context","multilingual","quantized","weight-only-quantization","affine","rtn","group-size-64","3-bit"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly · mlx","baseModel":"Qwen/Qwen3.8-27B","downloadCount":6942,"filePath":"tokenizer.json","format":"json","risk":"low","sizeBytes":19989343,"storageSizeBytes":19989343,"sha256":"87a7830d63fcf43bf241c3c5242e96e62dd3fdc29224ca26fed8ea333db72de4","byteVerifiedAt":"2026-09-21T23:23:24.179Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/tokenizer.json","manifestUrl":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","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":"2026-09-21T23:37:10.054Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":19989343,"readinessCheckedAt":"2026-10-30T12:40:30.896Z","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":"2026-10-30T12:40:30.774Z","serveEvaluationId":"serve-c86234a043cbac5d877c731867990225c8fc15c2a729c7ba4f7844c86c40f262","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":19989343,"readinessCheckedAt":"2026-10-30T12:40:30.774Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T12:40:30.896Z","evidence_url":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly"},"signature_state":"signed"}]},"upstream":{"provider":"huggingface","repoId":"lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","repoUrl":"https://huggingface.co/lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","externalMetadataOnly":false},"decentralizedFallbacks":{"protocol":"bittorrent-magnet-metadata","verifiedCount":0,"pendingReviewCount":0,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/decentralized-fallbacks","reviewQueueUrl":"https://huggingbay.xyz/api/artifacts/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/distribution","verified":[],"pendingReview":[],"readiness":{"status":"ready-for-reviewed-fallback","ready":true,"reviewRequired":true,"publishActualMagnetOnlyAfterReview":true,"protocol":"bittorrent-magnet-metadata","torrentName":"lukaskremla-Qwen3.8-27B-3bit-MLX-TextOnly","licenseAllowed":true,"sameAsUpstreamRequired":true,"sourceUrl":"https://huggingface.co/lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/distribution","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/download-plan","requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/decentralized-fallbacks","manifestDigest":"sha256:a97c11705eb1c6920de77185ff0481430d90f7f2ed801fad647feb9338778577","fileCount":9,"totalBytes":11791567967,"files":[{"path":"","sizeBytes":8952,"sha256":"c3cf9e34abf4f9e36c2d72165aa9c132d3e2a725b6c2586aaa3a8af9d7a81041","downloadUrl":"/api/downloads/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/chat_template.jinja"},{"path":"","sizeBytes":4089,"sha256":"f01025d9054b0bea4d64c278bcb92aeb94d2a1fd7a5ca222b116ed1e2ee392b0","downloadUrl":"/api/downloads/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/config.json"},{"path":"","sizeBytes":202,"sha256":"e70c136c1b78ddc1fb0905bac8e733a4dc448d4f852a5dd75143fffc70be550e","downloadUrl":"/api/downloads/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/generation_config.json"},{"path":"","sizeBytes":5348273323,"sha256":"4c9c94cd17eb73791ddddb67998b2305fb0a1855d0ebff09091d81990b67096a","downloadUrl":"/api/downloads/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/model-00001-of-00003.safetensors"},{"path":"","sizeBytes":5368521504,"sha256":"14675b05ac9dc2e1fdd619aba7da31000125a71679f9e56b5e067ad2714def4c","downloadUrl":"/api/downloads/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/model-00002-of-00003.safetensors"},{"path":"","sizeBytes":1054579630,"sha256":"0b513fb9aeee3104f93d8e7bb18c22424cb42f006a98f981a27c9bcf8ecdb308","downloadUrl":"/api/downloads/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/model-00003-of-00003.safetensors"},{"path":"","sizeBytes":189789,"sha256":"f2d58e269f3d60bee657d756dd7df80f171d7ab5a50e1ca7633d27abb041c3a9","downloadUrl":"/api/downloads/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/model.safetensors.index.json"},{"path":"","sizeBytes":1135,"sha256":"b2bed5e033438f09f22b0ce9522115b4807d9bbcc3b82bf23372cb74d93ed081","downloadUrl":"/api/downloads/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/tokenizer_config.json"},{"path":"","sizeBytes":19989343,"sha256":"87a7830d63fcf43bf241c3c5242e96e62dd3fdc29224ca26fed8ea333db72de4","downloadUrl":"/api/downloads/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/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-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/distribution","submitFallback":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/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/lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","useCase":"community resilience fallback"}},"requestHostedMirror":null},"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":9,"peerFallbacks":{"schemaVersion":"hugging-bay.peer-fallbacks.v1","generatedAt":"2026-10-30T12:40:30.906Z","baseUrl":"https://huggingbay.xyz","artifact":{"id":"hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","repo":"lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly","owner":"lukaskremla","name":"Qwen3.8-27B-3bit-MLX-TextOnly","type":"llm","license":"apache-2.0","hostingStatus":"hosted","sourceUrl":"https://huggingface.co/lukaskremla/Qwen3.8-27B-3bit-MLX-TextOnly"},"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-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/peer-fallbacks","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/distribution","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/download-plan","hostedDownloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","generatedTorrentUrl":null,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly/decentralized-fallbacks","artifactUrl":"https://huggingbay.xyz/artifact/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly","releaseUrl":"https://huggingbay.xyz/releases/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly"},"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":"2026-10-30T12:40:30.896Z","evidence_url":"/api/manifests/hf-model-lukaskremla-qwen3-8-27b-3bit-mlx-textonly"}}