{"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":"2026-10-29T01:52:15.945Z","serveEvaluationId":"serve-c5b04f4a669e81475921b558cfe069871b26e43d49630b12848e0a06d710752e","readiness":"ready","downloadReady":true,"hostedFileCount":8,"mirroredBytes":8608382984,"readinessCheckedAt":"2026-10-29T01:52:16.441Z","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":"2026-10-29T01:52:15.945Z","serveEvaluationId":"serve-c5b04f4a669e81475921b558cfe069871b26e43d49630b12848e0a06d710752e","readiness":"ready","downloadReady":true,"hostedFileCount":8,"mirroredBytes":8608382984,"readinessCheckedAt":"2026-10-29T01:52:15.945Z","readinessSource":"file-check","degraded":false,"stale":false},"generatedAt":"2026-10-29T01:52:16.446Z","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":"2026-10-29T01:52:15.945Z","serveEvaluationId":"serve-c5b04f4a669e81475921b558cfe069871b26e43d49630b12848e0a06d710752e","readiness":"ready","downloadReady":true,"hostedFileCount":8,"mirroredBytes":8608382984,"readinessCheckedAt":"2026-10-29T01:52:16.441Z","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":"2026-10-29T01:52:15.945Z","serveEvaluationId":"serve-c5b04f4a669e81475921b558cfe069871b26e43d49630b12848e0a06d710752e","readiness":"ready","downloadReady":true,"hostedFileCount":8,"mirroredBytes":8608382984,"readinessCheckedAt":"2026-10-29T01:52:15.945Z","readinessSource":"file-check","degraded":false,"stale":false},"id":"hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","owner":"TechnoBaptist","name":"Ternary-Bonsai-2-27B-mlx-2bit","repo":"TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit","type":"llm","summary":"Model from Hugging Face for text generation: TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit · 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":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":8608732931,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"TechnoBaptist","sourceUrl":"https://huggingface.co/TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","prism_hadamard_qwen35","ternary","2-bit","cuda","metal","on-device","hybrid-attention","prismml","bonsai","text-generation","conversational","base_model:qwen/qwen3.8-27b","base_model:finetune:qwen/qwen3.8-27b","license:apache-2.0","region:us","llm"],"task":"text-generation","modality":"text","framework":"mlx","formats":["mlx","gitattributes","txt","md","svg","jinja","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit","evalResults":[],"libraryName":"mlx","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation mlx llm model safetensors","semanticTerms":["text-generation","mlx","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":144},{"lfs":false,"path":"LICENSE","sizeBytes":10174},{"lfs":false,"path":"NOTICE.txt","sizeBytes":411},{"lfs":false,"path":"PACK-RUNTIME.md","sizeBytes":969},{"lfs":false,"path":"README.md","sizeBytes":22732},{"lfs":false,"path":"assets/bonsai-logo.svg","sizeBytes":515},{"lfs":false,"path":"chat_template.jinja","sizeBytes":8952},{"lfs":false,"path":"config.json","sizeBytes":58145},{"lfs":false,"path":"files.json","sizeBytes":2855},{"lfs":false,"path":"generation_config.json","sizeBytes":85},{"lfs":false,"path":"hadamard.json","sizeBytes":297903},{"lfs":true,"path":"model.safetensors","sizeBytes":8595477990},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":390},{"lfs":false,"path":"reload-validation.json","sizeBytes":86},{"lfs":false,"path":"runtime/LICENSE","sizeBytes":1066},{"lfs":false,"path":"runtime/artifact.py","sizeBytes":5621},{"lfs":false,"path":"runtime/codec.py","sizeBytes":2572},{"lfs":false,"path":"runtime/requirements.txt","sizeBytes":115},{"lfs":false,"path":"runtime/runtime.py","sizeBytes":10674},{"lfs":false,"path":"runtime/vision_artifact.py","sizeBytes":4221},{"lfs":false,"path":"tokenizer-validation.json","sizeBytes":63},{"lfs":true,"path":"tokenizer.json","sizeBytes":12809320},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":17928}],"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":8608732931,"sizeKnown":true,"sizeLabel":"8.0 GB","sizeReason":"","declaredSizeBytes":8608732931,"defaultDownloadBytes":8595477990,"mirrorCount":1,"downloadCount":2105,"stars":1,"citations":0,"updatedAt":"2026-09-22T12:06:05.251Z","createdAt":"2026-09-22T11:55:56.839Z","version":"hf-main","upstream":{"gated":false,"repoId":"TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit","private":false,"repoUrl":"https://huggingface.co/TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit","disabled":false,"provider":"huggingface","repoType":"model","revision":"498775b03b55d038f716fea2568bf6ae6b8e0b5e","fetchedAt":"2026-09-22T11:55:56.837Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-22T12:06:05.251Z","mirroredBy":"mirror-batch-worker","totalFiles":23,"hostedFiles":8,"mirroredBytes":8608382984,"mirroredFiles":8,"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_75ca1bce42598ad6a9b960274a026081ff88d46c095ed75e7a01c261cc205837","artifactId":"hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","representationId":"rep-4a1736d1c5fb1c86eb4fd9b93fa15be2b4d59ece5852b5ff797b82671279175a","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-4a1736d1c5fb1c86eb4fd9b93fa15be2b4d59ece5852b5ff797b82671279175a","artifactId":"hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","format":"mlx","source":{"provider":"huggingface","identity":"TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit","revision":"498775b03b55d038f716fea2568bf6ae6b8e0b5e","immutable":true},"files":[{"path":"LICENSE","role":"support","sizeBytes":10174,"sha256":"sha256:69849221bfb90053de2134ef5e6d540287b4b98062326492f1f96f5da685524b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:74f848458e2f0593c81d8b3370144dd9ffafa376b46109ff5878f41e1d684b50"},{"path":"chat_template.jinja","role":"template","sizeBytes":8952,"sha256":"sha256:c3cf9e34abf4f9e36c2d72165aa9c132d3e2a725b6c2586aaa3a8af9d7a81041","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1157099d7bfcd894c2e06bf819fc17071ef5c1a53394ce00a0d5b308f8b75184"},{"path":"config.json","role":"config","sizeBytes":58145,"sha256":"sha256:238de7c512cc56a733421e3fd011d88f8260739e3d00e32c5d65b7943cc9f837","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bfcbe64856213c98dcb98a4725ad4330fdf0f5c16008362514900265d2a526d9"},{"path":"generation_config.json","role":"config","sizeBytes":85,"sha256":"sha256:cddd0dbd24dbf13229f872b4100c5a0bfe5186eeb09e171b2fc2bac701e98034","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e070314139819eb456f54a21baeed8788baef0975adfc7d6a9648e168b6700c9"},{"path":"model.safetensors","role":"weight","sizeBytes":8595477990,"sha256":"sha256:130de5925082c168b7866b2e91b52e44abbafc99017e3ca352b77b5b55a269ed","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9cd2430caac8b539d9d705e7b68d69d478a8cbc1d6b3ac9c0d18570b04d994ac"},{"path":"preprocessor_config.json","role":"config","sizeBytes":390,"sha256":"sha256:27225450ac9c6529872ee1924fcb0962ff5634834f817040f444118116f4e516","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fe9dde7587b5fd89cb80c201b7000e4275de809fb30b356d17d81ad7f307e9db"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":12809320,"sha256":"sha256:0997f410c57a1f4e53b09e4be8f4a172d90edd9564368fb0847030937229b9f3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1e19f9bf73ddc2556c26ddd29b910c139f382c7f9b53afe484cc7eb7149515e9"},{"path":"tokenizer_config.json","role":"config","sizeBytes":17928,"sha256":"sha256:b11349aafa7cdc6a320767cf7ceb29ed82f7eda5d65e8e0819e76f0ce947bf27","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b58c23b982f906d90fa34e012258d9f260b5770eb17938fb12166d67b194f8e5"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:48faa72a829f3cf79ffca5cf336ffa753017c49dbc66ec44e9dc25f61e02b5cb","representationDigest":"sha256:58615d723844589d5584e4f4dd2c77dc4ced238f7137f96b89cfffe91733c0b7","evidenceSnapshotDigest":"sha256:25c0133882caa72ad780da327e5527674e99a53943c9d4b5d67c1beffc655d20","evaluatedAt":"2026-09-22T12:06:05.527Z","authorityVersion":"sha256:d911bcd3e2c92afdc7d33d3409f2a667ba26f0a2de324e17977219ee01904a2d","invalidatedBy":null,"manifestFinal":true,"downloadable":false,"hosted":true,"hostedFiles":8,"serveAuthority":"live-serve-decision","individuallyHashedFiles":8,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":8,"strictlyDownloadableFiles":8,"strictlyDownloadableHashedFiles":8,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":23,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-29T01:52:16.441Z","evidence_url":"/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit"},"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":23,"publicDownloadableFileCount":8,"externalFileCount":23,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":8608732931,"label":"8.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":2105,"upstreamStars":1,"label":"2.1K 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":"TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/23 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: TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/23 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":8,"externalFiles":15,"totalFiles":23},"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-technobaptist-ternary-bonsai-2-27b-mlx-2bit/download-plan"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":144,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"LICENSE","sizeBytes":10174,"format":"file","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"},{"path":"NOTICE.txt","sizeBytes":411,"format":"txt","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"PACK-RUNTIME.md","sizeBytes":969,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":22732,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit"}},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T01:52:16.441Z","evidence_url":"/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit"}},"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":8,"readiness":"ready","downloadReady":true,"degraded":false,"stale":false,"serveDecision":{"state":"READY","authority":"live-serve-decision"},"filesUrl":"https://huggingbay.xyz/api/artifacts/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/files?limit=100","downloadableFilesUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","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-technobaptist-ternary-bonsai-2-27b-mlx-2bit/distribution","rows":[{"artifactId":"hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","visibility":"public","owner":"TechnoBaptist","name":"Ternary-Bonsai-2-27B-mlx-2bit","repo":"TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","prism_hadamard_qwen35","ternary","2-bit","cuda","metal","on-device","hybrid-attention","prismml","bonsai","text-generation","conversational","base_model:qwen/qwen3.8-27b","base_model:finetune:qwen/qwen3.8-27b","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit · mlx","baseModel":null,"downloadCount":2105,"filePath":"chat_template.jinja","format":"jinja","risk":"low","sizeBytes":8952,"storageSizeBytes":8952,"sha256":"c3cf9e34abf4f9e36c2d72165aa9c132d3e2a725b6c2586aaa3a8af9d7a81041","byteVerifiedAt":"2026-09-22T12:05:14.908Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/chat_template.jinja","manifestUrl":"/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","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":"2026-09-22T12:16:18.414Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T01:52:15.945Z","serveEvaluationId":"serve-c5b04f4a669e81475921b558cfe069871b26e43d49630b12848e0a06d710752e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":8952,"readinessCheckedAt":"2026-10-29T01:52:16.440Z","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":"2026-10-29T01:52:15.945Z","serveEvaluationId":"serve-c5b04f4a669e81475921b558cfe069871b26e43d49630b12848e0a06d710752e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":8952,"readinessCheckedAt":"2026-10-29T01:52:15.945Z","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":"2026-10-29T01:52:16.440Z","evidence_url":"/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit"},"signature_state":"signed"},{"artifactId":"hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","visibility":"public","owner":"TechnoBaptist","name":"Ternary-Bonsai-2-27B-mlx-2bit","repo":"TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","prism_hadamard_qwen35","ternary","2-bit","cuda","metal","on-device","hybrid-attention","prismml","bonsai","text-generation","conversational","base_model:qwen/qwen3.8-27b","base_model:finetune:qwen/qwen3.8-27b","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit · mlx","baseModel":null,"downloadCount":2105,"filePath":"config.json","format":"json","risk":"low","sizeBytes":58145,"storageSizeBytes":58145,"sha256":"238de7c512cc56a733421e3fd011d88f8260739e3d00e32c5d65b7943cc9f837","byteVerifiedAt":"2026-09-22T12:05:15.104Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/config.json","manifestUrl":"/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","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":"2026-09-22T12:16:18.414Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T01:52:15.945Z","serveEvaluationId":"serve-c5b04f4a669e81475921b558cfe069871b26e43d49630b12848e0a06d710752e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":58145,"readinessCheckedAt":"2026-10-29T01:52:16.440Z","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":"2026-10-29T01:52:15.945Z","serveEvaluationId":"serve-c5b04f4a669e81475921b558cfe069871b26e43d49630b12848e0a06d710752e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":58145,"readinessCheckedAt":"2026-10-29T01:52:15.945Z","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":"2026-10-29T01:52:16.440Z","evidence_url":"/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit"},"signature_state":"signed"},{"artifactId":"hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","visibility":"public","owner":"TechnoBaptist","name":"Ternary-Bonsai-2-27B-mlx-2bit","repo":"TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","prism_hadamard_qwen35","ternary","2-bit","cuda","metal","on-device","hybrid-attention","prismml","bonsai","text-generation","conversational","base_model:qwen/qwen3.8-27b","base_model:finetune:qwen/qwen3.8-27b","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit · mlx","baseModel":null,"downloadCount":2105,"filePath":"generation_config.json","format":"json","risk":"low","sizeBytes":85,"storageSizeBytes":85,"sha256":"cddd0dbd24dbf13229f872b4100c5a0bfe5186eeb09e171b2fc2bac701e98034","byteVerifiedAt":"2026-09-22T12:05:15.235Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/generation_config.json","manifestUrl":"/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","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":"2026-09-22T12:16:18.414Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T01:52:15.945Z","serveEvaluationId":"serve-c5b04f4a669e81475921b558cfe069871b26e43d49630b12848e0a06d710752e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":85,"readinessCheckedAt":"2026-10-29T01:52:16.440Z","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":"2026-10-29T01:52:15.945Z","serveEvaluationId":"serve-c5b04f4a669e81475921b558cfe069871b26e43d49630b12848e0a06d710752e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":85,"readinessCheckedAt":"2026-10-29T01:52:15.945Z","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":"2026-10-29T01:52:16.440Z","evidence_url":"/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit"},"signature_state":"signed"},{"artifactId":"hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","visibility":"public","owner":"TechnoBaptist","name":"Ternary-Bonsai-2-27B-mlx-2bit","repo":"TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","prism_hadamard_qwen35","ternary","2-bit","cuda","metal","on-device","hybrid-attention","prismml","bonsai","text-generation","conversational","base_model:qwen/qwen3.8-27b","base_model:finetune:qwen/qwen3.8-27b","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit · mlx","baseModel":null,"downloadCount":2105,"filePath":"LICENSE","format":"file","risk":"low","sizeBytes":10174,"storageSizeBytes":10174,"sha256":"69849221bfb90053de2134ef5e6d540287b4b98062326492f1f96f5da685524b","byteVerifiedAt":"2026-09-22T12:05:14.824Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/LICENSE","manifestUrl":"/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","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":"2026-09-22T12:16:18.414Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T01:52:15.945Z","serveEvaluationId":"serve-c5b04f4a669e81475921b558cfe069871b26e43d49630b12848e0a06d710752e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":10174,"readinessCheckedAt":"2026-10-29T01:52:16.440Z","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":"2026-10-29T01:52:15.945Z","serveEvaluationId":"serve-c5b04f4a669e81475921b558cfe069871b26e43d49630b12848e0a06d710752e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":10174,"readinessCheckedAt":"2026-10-29T01:52:15.945Z","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":"2026-10-29T01:52:16.440Z","evidence_url":"/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit"},"signature_state":"signed"},{"artifactId":"hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","visibility":"public","owner":"TechnoBaptist","name":"Ternary-Bonsai-2-27B-mlx-2bit","repo":"TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","prism_hadamard_qwen35","ternary","2-bit","cuda","metal","on-device","hybrid-attention","prismml","bonsai","text-generation","conversational","base_model:qwen/qwen3.8-27b","base_model:finetune:qwen/qwen3.8-27b","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit · mlx","baseModel":null,"downloadCount":2105,"filePath":"model.safetensors","format":"safetensors","risk":"low","sizeBytes":8595477990,"storageSizeBytes":8595477990,"sha256":"130de5925082c168b7866b2e91b52e44abbafc99017e3ca352b77b5b55a269ed","byteVerifiedAt":"2026-09-22T12:06:04.556Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/model.safetensors","manifestUrl":"/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","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":"2026-09-22T12:16:18.414Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T01:52:15.945Z","serveEvaluationId":"serve-c5b04f4a669e81475921b558cfe069871b26e43d49630b12848e0a06d710752e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":8595477990,"readinessCheckedAt":"2026-10-29T01:52:16.440Z","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":"2026-10-29T01:52:15.945Z","serveEvaluationId":"serve-c5b04f4a669e81475921b558cfe069871b26e43d49630b12848e0a06d710752e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":8595477990,"readinessCheckedAt":"2026-10-29T01:52:15.945Z","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":"2026-10-29T01:52:16.440Z","evidence_url":"/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit"},"signature_state":"signed"},{"artifactId":"hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","visibility":"public","owner":"TechnoBaptist","name":"Ternary-Bonsai-2-27B-mlx-2bit","repo":"TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","prism_hadamard_qwen35","ternary","2-bit","cuda","metal","on-device","hybrid-attention","prismml","bonsai","text-generation","conversational","base_model:qwen/qwen3.8-27b","base_model:finetune:qwen/qwen3.8-27b","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit · mlx","baseModel":null,"downloadCount":2105,"filePath":"preprocessor_config.json","format":"json","risk":"low","sizeBytes":390,"storageSizeBytes":390,"sha256":"27225450ac9c6529872ee1924fcb0962ff5634834f817040f444118116f4e516","byteVerifiedAt":"2026-09-22T12:06:04.715Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/preprocessor_config.json","manifestUrl":"/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","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":"2026-09-22T12:16:18.414Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T01:52:15.945Z","serveEvaluationId":"serve-c5b04f4a669e81475921b558cfe069871b26e43d49630b12848e0a06d710752e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":390,"readinessCheckedAt":"2026-10-29T01:52:16.440Z","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":"2026-10-29T01:52:15.945Z","serveEvaluationId":"serve-c5b04f4a669e81475921b558cfe069871b26e43d49630b12848e0a06d710752e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":390,"readinessCheckedAt":"2026-10-29T01:52:15.945Z","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":"2026-10-29T01:52:16.440Z","evidence_url":"/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit"},"signature_state":"signed"},{"artifactId":"hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","visibility":"public","owner":"TechnoBaptist","name":"Ternary-Bonsai-2-27B-mlx-2bit","repo":"TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","prism_hadamard_qwen35","ternary","2-bit","cuda","metal","on-device","hybrid-attention","prismml","bonsai","text-generation","conversational","base_model:qwen/qwen3.8-27b","base_model:finetune:qwen/qwen3.8-27b","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit · mlx","baseModel":null,"downloadCount":2105,"filePath":"tokenizer_config.json","format":"json","risk":"low","sizeBytes":17928,"storageSizeBytes":17928,"sha256":"b11349aafa7cdc6a320767cf7ceb29ed82f7eda5d65e8e0819e76f0ce947bf27","byteVerifiedAt":"2026-09-22T12:06:04.970Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/tokenizer_config.json","manifestUrl":"/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","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":"2026-09-22T12:16:18.414Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T01:52:15.945Z","serveEvaluationId":"serve-c5b04f4a669e81475921b558cfe069871b26e43d49630b12848e0a06d710752e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":17928,"readinessCheckedAt":"2026-10-29T01:52:16.440Z","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":"2026-10-29T01:52:15.945Z","serveEvaluationId":"serve-c5b04f4a669e81475921b558cfe069871b26e43d49630b12848e0a06d710752e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":17928,"readinessCheckedAt":"2026-10-29T01:52:15.945Z","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":"2026-10-29T01:52:16.440Z","evidence_url":"/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit"},"signature_state":"signed"},{"artifactId":"hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","visibility":"public","owner":"TechnoBaptist","name":"Ternary-Bonsai-2-27B-mlx-2bit","repo":"TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","prism_hadamard_qwen35","ternary","2-bit","cuda","metal","on-device","hybrid-attention","prismml","bonsai","text-generation","conversational","base_model:qwen/qwen3.8-27b","base_model:finetune:qwen/qwen3.8-27b","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit · mlx","baseModel":null,"downloadCount":2105,"filePath":"tokenizer.json","format":"json","risk":"low","sizeBytes":12809320,"storageSizeBytes":12809320,"sha256":"0997f410c57a1f4e53b09e4be8f4a172d90edd9564368fb0847030937229b9f3","byteVerifiedAt":"2026-09-22T12:06:04.869Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/tokenizer.json","manifestUrl":"/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","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":"2026-09-22T12:16:18.414Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T01:52:15.945Z","serveEvaluationId":"serve-c5b04f4a669e81475921b558cfe069871b26e43d49630b12848e0a06d710752e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":12809320,"readinessCheckedAt":"2026-10-29T01:52:16.441Z","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":"2026-10-29T01:52:15.945Z","serveEvaluationId":"serve-c5b04f4a669e81475921b558cfe069871b26e43d49630b12848e0a06d710752e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":12809320,"readinessCheckedAt":"2026-10-29T01:52:15.945Z","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":"2026-10-29T01:52:16.441Z","evidence_url":"/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit"},"signature_state":"signed"}]},"upstream":{"provider":"huggingface","repoId":"TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit","repoUrl":"https://huggingface.co/TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit","externalMetadataOnly":false},"decentralizedFallbacks":{"protocol":"bittorrent-magnet-metadata","verifiedCount":0,"pendingReviewCount":0,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/decentralized-fallbacks","reviewQueueUrl":"https://huggingbay.xyz/api/artifacts/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/distribution","verified":[],"pendingReview":[],"readiness":{"status":"ready-for-reviewed-fallback","ready":true,"reviewRequired":true,"publishActualMagnetOnlyAfterReview":true,"protocol":"bittorrent-magnet-metadata","torrentName":"TechnoBaptist-Ternary-Bonsai-2-27B-mlx-2bit","licenseAllowed":true,"sameAsUpstreamRequired":true,"sourceUrl":"https://huggingface.co/TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/distribution","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/download-plan","requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/decentralized-fallbacks","manifestDigest":"sha256:3177802e39ec986845d2381c9c864659dde7ec78a35363fa3e51b1ab7392f3ba","fileCount":8,"totalBytes":8608382984,"files":[{"path":"","sizeBytes":8952,"sha256":"c3cf9e34abf4f9e36c2d72165aa9c132d3e2a725b6c2586aaa3a8af9d7a81041","downloadUrl":"/api/downloads/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/chat_template.jinja"},{"path":"","sizeBytes":58145,"sha256":"238de7c512cc56a733421e3fd011d88f8260739e3d00e32c5d65b7943cc9f837","downloadUrl":"/api/downloads/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/config.json"},{"path":"","sizeBytes":85,"sha256":"cddd0dbd24dbf13229f872b4100c5a0bfe5186eeb09e171b2fc2bac701e98034","downloadUrl":"/api/downloads/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/generation_config.json"},{"path":"","sizeBytes":10174,"sha256":"69849221bfb90053de2134ef5e6d540287b4b98062326492f1f96f5da685524b","downloadUrl":"/api/downloads/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/LICENSE"},{"path":"","sizeBytes":8595477990,"sha256":"130de5925082c168b7866b2e91b52e44abbafc99017e3ca352b77b5b55a269ed","downloadUrl":"/api/downloads/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/model.safetensors"},{"path":"","sizeBytes":390,"sha256":"27225450ac9c6529872ee1924fcb0962ff5634834f817040f444118116f4e516","downloadUrl":"/api/downloads/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/preprocessor_config.json"},{"path":"","sizeBytes":17928,"sha256":"b11349aafa7cdc6a320767cf7ceb29ed82f7eda5d65e8e0819e76f0ce947bf27","downloadUrl":"/api/downloads/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/tokenizer_config.json"},{"path":"","sizeBytes":12809320,"sha256":"0997f410c57a1f4e53b09e4be8f4a172d90edd9564368fb0847030937229b9f3","downloadUrl":"/api/downloads/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/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-technobaptist-ternary-bonsai-2-27b-mlx-2bit/distribution","submitFallback":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/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/TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit","useCase":"community resilience fallback"}},"requestHostedMirror":null},"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":8,"peerFallbacks":{"schemaVersion":"hugging-bay.peer-fallbacks.v1","generatedAt":"2026-10-29T01:52:16.449Z","baseUrl":"https://huggingbay.xyz","artifact":{"id":"hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","repo":"TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit","owner":"TechnoBaptist","name":"Ternary-Bonsai-2-27B-mlx-2bit","type":"llm","license":"apache-2.0","hostingStatus":"hosted","sourceUrl":"https://huggingface.co/TechnoBaptist/Ternary-Bonsai-2-27B-mlx-2bit"},"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":8,"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-technobaptist-ternary-bonsai-2-27b-mlx-2bit/peer-fallbacks","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/distribution","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/download-plan","hostedDownloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","generatedTorrentUrl":null,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit/decentralized-fallbacks","artifactUrl":"https://huggingbay.xyz/artifact/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit","releaseUrl":"https://huggingbay.xyz/releases/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit"},"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":"2026-10-29T01:52:16.441Z","evidence_url":"/api/manifests/hf-model-technobaptist-ternary-bonsai-2-27b-mlx-2bit"}}