{"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":"2026-10-23T16:11:02.396Z","serveEvaluationId":"serve-dd1d66cf726e7ffd7998cc89fe07a15d631df0fd99310a7398ce5933cc6f6f08","readiness":"ready","downloadReady":true,"hostedFileCount":5,"mirroredBytes":2387239909,"readinessCheckedAt":"2026-10-23T16:11:02.624Z","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":"2026-10-23T16:11:02.396Z","serveEvaluationId":"serve-dd1d66cf726e7ffd7998cc89fe07a15d631df0fd99310a7398ce5933cc6f6f08","readiness":"ready","downloadReady":true,"hostedFileCount":5,"mirroredBytes":2387239909,"readinessCheckedAt":"2026-10-23T16:11:02.396Z","readinessSource":"file-check","degraded":false,"stale":false},"generatedAt":"2026-10-23T16:11:02.629Z","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":"2026-10-23T16:11:02.396Z","serveEvaluationId":"serve-dd1d66cf726e7ffd7998cc89fe07a15d631df0fd99310a7398ce5933cc6f6f08","readiness":"ready","downloadReady":true,"hostedFileCount":5,"mirroredBytes":2387239909,"readinessCheckedAt":"2026-10-23T16:11:02.624Z","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":"2026-10-23T16:11:02.396Z","serveEvaluationId":"serve-dd1d66cf726e7ffd7998cc89fe07a15d631df0fd99310a7398ce5933cc6f6f08","readiness":"ready","downloadReady":true,"hostedFileCount":5,"mirroredBytes":2387239909,"readinessCheckedAt":"2026-10-23T16:11:02.396Z","readinessSource":"file-check","degraded":false,"stale":false},"id":"hf-model-atomicchat-qwen3-5-4b-mlx-4bit","owner":"AtomicChat","name":"Qwen3.5-4B-MLX-4bit","repo":"AtomicChat/Qwen3.5-4B-MLX-4bit","type":"llm","summary":"Model from Hugging Face for text generation: AtomicChat/Qwen3.5-4B-MLX-4bit · mlx","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":2387932865,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"AtomicChat","sourceUrl":"https://huggingface.co/AtomicChat/Qwen3.5-4B-MLX-4bit","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","qwen3_5","atomic-chat","qwen3.5","qwen","apple-silicon","quantized","text-generation","conversational","base_model:qwen/qwen3.5-4b","base_model:quantized:qwen/qwen3.5-4b","license:apache-2.0","4-bit","region:us","llm"],"task":"text-generation","modality":"text","framework":"mlx","formats":["mlx","gitattributes","md","jinja","json","png","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/AtomicChat/Qwen3.5-4B-MLX-4bit","evalResults":[],"libraryName":"mlx","pipelineTag":"text-generation","cardDataKeys":["base_model","base_model_relation","library_name","license","license_link","pipeline_tag","quantized_by","tags","thumbnail"],"semanticText":"text-generation mlx llm model safetensors atomic-chat","semanticTerms":["text-generation","mlx","llm","model","safetensors","atomic-chat"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1615},{"lfs":false,"path":"README.md","sizeBytes":3914},{"lfs":false,"path":"chat_template.jinja","sizeBytes":7756},{"lfs":false,"path":"config.json","sizeBytes":2878},{"lfs":true,"path":"hero.png","sizeBytes":539295},{"lfs":true,"path":"model.safetensors","sizeBytes":2367238789},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":81008},{"lfs":false,"path":"pill_atomic_v3.png","sizeBytes":23368},{"lfs":false,"path":"pill_discord_v3.png","sizeBytes":24244},{"lfs":false,"path":"pill_github_v3.png","sizeBytes":19512},{"lfs":true,"path":"tokenizer.json","sizeBytes":19989325},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1161}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":2387932865,"sizeKnown":true,"sizeLabel":"2.2 GB","sizeReason":"","declaredSizeBytes":2387932865,"defaultDownloadBytes":2367238789,"mirrorCount":1,"downloadCount":119,"stars":0,"citations":0,"updatedAt":"2026-09-19T08:38:29.841Z","createdAt":"2026-09-19T08:32:41.959Z","version":"hf-main","upstream":{"gated":false,"repoId":"AtomicChat/Qwen3.5-4B-MLX-4bit","private":false,"repoUrl":"https://huggingface.co/AtomicChat/Qwen3.5-4B-MLX-4bit","disabled":false,"provider":"huggingface","repoType":"model","revision":"cac4a23c2de36e93008033e43fdde1f5b4c8665c","fetchedAt":"2026-09-19T08:32:41.954Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-19T08:38:29.841Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":5,"mirroredBytes":2387239909,"mirroredFiles":5,"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_6f8d5c681d8506e10dbdbdeb34232db67a6bcee65279438c66ff02e04c0038a1","artifactId":"hf-model-atomicchat-qwen3-5-4b-mlx-4bit","representationId":"rep-e9c4365022d36141335855cbff111d99f0aa0fdacd7f652c1dcd2d193fc2672b","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-e9c4365022d36141335855cbff111d99f0aa0fdacd7f652c1dcd2d193fc2672b","artifactId":"hf-model-atomicchat-qwen3-5-4b-mlx-4bit","format":"mlx","source":{"provider":"huggingface","identity":"AtomicChat/Qwen3.5-4B-MLX-4bit","revision":"cac4a23c2de36e93008033e43fdde1f5b4c8665c","immutable":true},"files":[{"path":"chat_template.jinja","role":"template","sizeBytes":7756,"sha256":"sha256:a4aee8afcf2e0711942cf848899be66016f8d14a889ff9ede07bca099c28f715","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fcb8e821660fc87e8d67b62df2617c75a52482edfed5b57e8f2ae5760a35af5e"},{"path":"config.json","role":"config","sizeBytes":2878,"sha256":"sha256:8591d683d8d132234766399897415b9427967c05e77c1c169a40de3e81177e62","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2c1203d899a641271f411f75ceb7411217d7b89be8b3cbc4ef2801374eb01bd4"},{"path":"model.safetensors","role":"weight","sizeBytes":2367238789,"sha256":"sha256:2a9ea52d35a4e2cbb666dda8677ce717b7b288841adaeea28b7325b5a0aeea67","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:be10ddeb4970845c2e2a33a823df59da3124e2271018be7a940a881c2b8c3cb1"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":19989325,"sha256":"sha256:06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ea50ad55dcc47d28ea24122aa0f7cc9a22b83fa250ec69da564e086b48873de6"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1161,"sha256":"sha256:95c557768e6b88a7128befc7bfd3c7de50e5d51af9b8b33a9f4dee0e04f99679","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:33897eebf17b181ad2d8f98e91d07cc7e29c9f8838afcc22689ea9bec796bcb8"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:4dbc4d5e29b229e5c86a1791dbbc38dbdaf7865435493c08759b49ed85d08de7","representationDigest":"sha256:a8461a1c40d42d9836c35e6ee7bad0c4fcda93ce51014e7c3e66ea63a92e1c23","evidenceSnapshotDigest":"sha256:4e57fe76e0ec88fac8a9c4c747c2a24acac9d7ae2c79d94e83dc72a5fd04ea82","evaluatedAt":"2026-09-19T08:38:30.554Z","authorityVersion":"sha256:2cf67f9bbd31935ffe7af7524fe854091c9811cdd10738e430aa6621fec52995","invalidatedBy":null,"manifestFinal":true,"downloadable":true,"hosted":true,"hostedFiles":5,"serveAuthority":"live-serve-decision","individuallyHashedFiles":5,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":5,"strictlyDownloadableFiles":5,"strictlyDownloadableHashedFiles":5,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":12,"scope":"recorded-postgres-snapshot"},"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":12,"publicDownloadableFileCount":5,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2387932865,"label":"2.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":119,"upstreamStars":0,"label":"119 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":"AtomicChat/Qwen3.5-4B-MLX-4bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/12 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: AtomicChat/Qwen3.5-4B-MLX-4bit","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":5,"externalFiles":7,"totalFiles":12},"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-atomicchat-qwen3-5-4b-mlx-4bit/download-plan"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1615,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":3914,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"chat_template.jinja","sizeBytes":7756,"format":"jinja","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"},{"path":"config.json","sizeBytes":2878,"format":"json","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"},{"path":"hero.png","sizeBytes":539295,"format":"png","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":"AtomicChat/Qwen3.5-4B-MLX-4bit"}}},"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":5,"readiness":"ready","downloadReady":true,"degraded":false,"stale":false,"serveDecision":{"state":"READY","authority":"live-serve-decision"},"filesUrl":"https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-qwen3-5-4b-mlx-4bit/files?limit=100","downloadableFilesUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-atomicchat-qwen3-5-4b-mlx-4bit&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-atomicchat-qwen3-5-4b-mlx-4bit","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-atomicchat-qwen3-5-4b-mlx-4bit/distribution","rows":[{"artifactId":"hf-model-atomicchat-qwen3-5-4b-mlx-4bit","visibility":"public","owner":"AtomicChat","name":"Qwen3.5-4B-MLX-4bit","repo":"AtomicChat/Qwen3.5-4B-MLX-4bit","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","atomic-chat","qwen3.5","qwen","apple-silicon","quantized","text-generation","conversational","base_model:qwen/qwen3.5-4b","base_model:quantized:qwen/qwen3.5-4b","license:apache-2.0","4-bit","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: AtomicChat/Qwen3.5-4B-MLX-4bit · mlx","baseModel":null,"downloadCount":119,"filePath":"chat_template.jinja","format":"jinja","risk":"low","sizeBytes":7756,"storageSizeBytes":7756,"sha256":"a4aee8afcf2e0711942cf848899be66016f8d14a889ff9ede07bca099c28f715","byteVerifiedAt":"2026-09-19T08:38:11.422Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-atomicchat-qwen3-5-4b-mlx-4bit/chat_template.jinja","manifestUrl":"/api/manifests/hf-model-atomicchat-qwen3-5-4b-mlx-4bit","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":"2026-09-19T08:41:25.128Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-23T16:11:02.396Z","serveEvaluationId":"serve-dd1d66cf726e7ffd7998cc89fe07a15d631df0fd99310a7398ce5933cc6f6f08","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":7756,"readinessCheckedAt":"2026-10-23T16:11:02.624Z","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":"2026-10-23T16:11:02.396Z","serveEvaluationId":"serve-dd1d66cf726e7ffd7998cc89fe07a15d631df0fd99310a7398ce5933cc6f6f08","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":7756,"readinessCheckedAt":"2026-10-23T16:11:02.396Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1},{"artifactId":"hf-model-atomicchat-qwen3-5-4b-mlx-4bit","visibility":"public","owner":"AtomicChat","name":"Qwen3.5-4B-MLX-4bit","repo":"AtomicChat/Qwen3.5-4B-MLX-4bit","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","atomic-chat","qwen3.5","qwen","apple-silicon","quantized","text-generation","conversational","base_model:qwen/qwen3.5-4b","base_model:quantized:qwen/qwen3.5-4b","license:apache-2.0","4-bit","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: AtomicChat/Qwen3.5-4B-MLX-4bit · mlx","baseModel":null,"downloadCount":119,"filePath":"config.json","format":"json","risk":"low","sizeBytes":2878,"storageSizeBytes":2878,"sha256":"8591d683d8d132234766399897415b9427967c05e77c1c169a40de3e81177e62","byteVerifiedAt":"2026-09-19T08:38:11.524Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-atomicchat-qwen3-5-4b-mlx-4bit/config.json","manifestUrl":"/api/manifests/hf-model-atomicchat-qwen3-5-4b-mlx-4bit","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":"2026-09-19T08:41:25.128Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-23T16:11:02.396Z","serveEvaluationId":"serve-dd1d66cf726e7ffd7998cc89fe07a15d631df0fd99310a7398ce5933cc6f6f08","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":2878,"readinessCheckedAt":"2026-10-23T16:11:02.624Z","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":"2026-10-23T16:11:02.396Z","serveEvaluationId":"serve-dd1d66cf726e7ffd7998cc89fe07a15d631df0fd99310a7398ce5933cc6f6f08","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":2878,"readinessCheckedAt":"2026-10-23T16:11:02.396Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1},{"artifactId":"hf-model-atomicchat-qwen3-5-4b-mlx-4bit","visibility":"public","owner":"AtomicChat","name":"Qwen3.5-4B-MLX-4bit","repo":"AtomicChat/Qwen3.5-4B-MLX-4bit","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","atomic-chat","qwen3.5","qwen","apple-silicon","quantized","text-generation","conversational","base_model:qwen/qwen3.5-4b","base_model:quantized:qwen/qwen3.5-4b","license:apache-2.0","4-bit","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: AtomicChat/Qwen3.5-4B-MLX-4bit · mlx","baseModel":null,"downloadCount":119,"filePath":"model.safetensors","format":"safetensors","risk":"low","sizeBytes":2367238789,"storageSizeBytes":2367238789,"sha256":"2a9ea52d35a4e2cbb666dda8677ce717b7b288841adaeea28b7325b5a0aeea67","byteVerifiedAt":"2026-09-19T08:38:29.342Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-atomicchat-qwen3-5-4b-mlx-4bit/model.safetensors","manifestUrl":"/api/manifests/hf-model-atomicchat-qwen3-5-4b-mlx-4bit","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":"2026-09-19T08:41:25.128Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-23T16:11:02.396Z","serveEvaluationId":"serve-dd1d66cf726e7ffd7998cc89fe07a15d631df0fd99310a7398ce5933cc6f6f08","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":2367238789,"readinessCheckedAt":"2026-10-23T16:11:02.624Z","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":"2026-10-23T16:11:02.396Z","serveEvaluationId":"serve-dd1d66cf726e7ffd7998cc89fe07a15d631df0fd99310a7398ce5933cc6f6f08","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":2367238789,"readinessCheckedAt":"2026-10-23T16:11:02.396Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1},{"artifactId":"hf-model-atomicchat-qwen3-5-4b-mlx-4bit","visibility":"public","owner":"AtomicChat","name":"Qwen3.5-4B-MLX-4bit","repo":"AtomicChat/Qwen3.5-4B-MLX-4bit","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","atomic-chat","qwen3.5","qwen","apple-silicon","quantized","text-generation","conversational","base_model:qwen/qwen3.5-4b","base_model:quantized:qwen/qwen3.5-4b","license:apache-2.0","4-bit","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: AtomicChat/Qwen3.5-4B-MLX-4bit · mlx","baseModel":null,"downloadCount":119,"filePath":"tokenizer_config.json","format":"json","risk":"low","sizeBytes":1161,"storageSizeBytes":1161,"sha256":"95c557768e6b88a7128befc7bfd3c7de50e5d51af9b8b33a9f4dee0e04f99679","byteVerifiedAt":"2026-09-19T08:38:29.649Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-atomicchat-qwen3-5-4b-mlx-4bit/tokenizer_config.json","manifestUrl":"/api/manifests/hf-model-atomicchat-qwen3-5-4b-mlx-4bit","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":"2026-09-19T08:41:25.128Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-23T16:11:02.396Z","serveEvaluationId":"serve-dd1d66cf726e7ffd7998cc89fe07a15d631df0fd99310a7398ce5933cc6f6f08","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1161,"readinessCheckedAt":"2026-10-23T16:11:02.624Z","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":"2026-10-23T16:11:02.396Z","serveEvaluationId":"serve-dd1d66cf726e7ffd7998cc89fe07a15d631df0fd99310a7398ce5933cc6f6f08","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1161,"readinessCheckedAt":"2026-10-23T16:11:02.396Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1},{"artifactId":"hf-model-atomicchat-qwen3-5-4b-mlx-4bit","visibility":"public","owner":"AtomicChat","name":"Qwen3.5-4B-MLX-4bit","repo":"AtomicChat/Qwen3.5-4B-MLX-4bit","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","atomic-chat","qwen3.5","qwen","apple-silicon","quantized","text-generation","conversational","base_model:qwen/qwen3.5-4b","base_model:quantized:qwen/qwen3.5-4b","license:apache-2.0","4-bit","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: AtomicChat/Qwen3.5-4B-MLX-4bit · mlx","baseModel":null,"downloadCount":119,"filePath":"tokenizer.json","format":"json","risk":"low","sizeBytes":19989325,"storageSizeBytes":19989325,"sha256":"06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523","byteVerifiedAt":"2026-09-19T08:38:29.560Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-atomicchat-qwen3-5-4b-mlx-4bit/tokenizer.json","manifestUrl":"/api/manifests/hf-model-atomicchat-qwen3-5-4b-mlx-4bit","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":"2026-09-19T08:41:25.128Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-23T16:11:02.396Z","serveEvaluationId":"serve-dd1d66cf726e7ffd7998cc89fe07a15d631df0fd99310a7398ce5933cc6f6f08","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":19989325,"readinessCheckedAt":"2026-10-23T16:11:02.624Z","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":"2026-10-23T16:11:02.396Z","serveEvaluationId":"serve-dd1d66cf726e7ffd7998cc89fe07a15d631df0fd99310a7398ce5933cc6f6f08","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":19989325,"readinessCheckedAt":"2026-10-23T16:11:02.396Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1}]},"upstream":{"provider":"huggingface","repoId":"AtomicChat/Qwen3.5-4B-MLX-4bit","repoUrl":"https://huggingface.co/AtomicChat/Qwen3.5-4B-MLX-4bit","externalMetadataOnly":false},"decentralizedFallbacks":{"protocol":"bittorrent-magnet-metadata","verifiedCount":0,"pendingReviewCount":0,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-qwen3-5-4b-mlx-4bit/decentralized-fallbacks","reviewQueueUrl":"https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-qwen3-5-4b-mlx-4bit/distribution","verified":[],"pendingReview":[],"readiness":{"status":"ready-for-reviewed-fallback","ready":true,"reviewRequired":true,"publishActualMagnetOnlyAfterReview":true,"protocol":"bittorrent-magnet-metadata","torrentName":"AtomicChat-Qwen3.5-4B-MLX-4bit","licenseAllowed":true,"sameAsUpstreamRequired":true,"sourceUrl":"https://huggingface.co/AtomicChat/Qwen3.5-4B-MLX-4bit","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-atomicchat-qwen3-5-4b-mlx-4bit","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-qwen3-5-4b-mlx-4bit/distribution","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-atomicchat-qwen3-5-4b-mlx-4bit","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-qwen3-5-4b-mlx-4bit/download-plan","requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-qwen3-5-4b-mlx-4bit/decentralized-fallbacks","manifestDigest":"sha256:345652acc1890e2325d73c9feea60ec81d2512671e2fda7b146b4b5dabb173d7","fileCount":5,"totalBytes":2387239909,"files":[{"path":"","sizeBytes":7756,"sha256":"a4aee8afcf2e0711942cf848899be66016f8d14a889ff9ede07bca099c28f715","downloadUrl":"/api/downloads/hf-model-atomicchat-qwen3-5-4b-mlx-4bit/chat_template.jinja"},{"path":"","sizeBytes":2878,"sha256":"8591d683d8d132234766399897415b9427967c05e77c1c169a40de3e81177e62","downloadUrl":"/api/downloads/hf-model-atomicchat-qwen3-5-4b-mlx-4bit/config.json"},{"path":"","sizeBytes":2367238789,"sha256":"2a9ea52d35a4e2cbb666dda8677ce717b7b288841adaeea28b7325b5a0aeea67","downloadUrl":"/api/downloads/hf-model-atomicchat-qwen3-5-4b-mlx-4bit/model.safetensors"},{"path":"","sizeBytes":1161,"sha256":"95c557768e6b88a7128befc7bfd3c7de50e5d51af9b8b33a9f4dee0e04f99679","downloadUrl":"/api/downloads/hf-model-atomicchat-qwen3-5-4b-mlx-4bit/tokenizer_config.json"},{"path":"","sizeBytes":19989325,"sha256":"06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523","downloadUrl":"/api/downloads/hf-model-atomicchat-qwen3-5-4b-mlx-4bit/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-atomicchat-qwen3-5-4b-mlx-4bit/distribution","submitFallback":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-qwen3-5-4b-mlx-4bit/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/AtomicChat/Qwen3.5-4B-MLX-4bit","useCase":"community resilience fallback"}},"requestHostedMirror":null},"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":5,"peerFallbacks":{"schemaVersion":"hugging-bay.peer-fallbacks.v1","generatedAt":"2026-10-23T16:11:02.632Z","baseUrl":"https://huggingbay.xyz","artifact":{"id":"hf-model-atomicchat-qwen3-5-4b-mlx-4bit","repo":"AtomicChat/Qwen3.5-4B-MLX-4bit","owner":"AtomicChat","name":"Qwen3.5-4B-MLX-4bit","type":"llm","license":"apache-2.0","hostingStatus":"hosted","sourceUrl":"https://huggingface.co/AtomicChat/Qwen3.5-4B-MLX-4bit"},"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":5,"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-atomicchat-qwen3-5-4b-mlx-4bit/peer-fallbacks","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-qwen3-5-4b-mlx-4bit/distribution","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-qwen3-5-4b-mlx-4bit/download-plan","hostedDownloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-atomicchat-qwen3-5-4b-mlx-4bit&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-atomicchat-qwen3-5-4b-mlx-4bit","generatedTorrentUrl":null,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-qwen3-5-4b-mlx-4bit/decentralized-fallbacks","artifactUrl":"https://huggingbay.xyz/artifact/hf-model-atomicchat-qwen3-5-4b-mlx-4bit","releaseUrl":"https://huggingbay.xyz/releases/hf-model-atomicchat-qwen3-5-4b-mlx-4bit"},"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}}