{"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":"2026-10-29T13:50:20.229Z","serveEvaluationId":"serve-0a889fd947f2275c84f7fdfa2f555429b73681684b9c2d07d6401cba107bc351","readiness":"ready","downloadReady":true,"hostedFileCount":5,"mirroredBytes":695000002,"readinessCheckedAt":"2026-10-29T13:50:20.356Z","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":"2026-10-29T13:50:20.229Z","serveEvaluationId":"serve-0a889fd947f2275c84f7fdfa2f555429b73681684b9c2d07d6401cba107bc351","readiness":"ready","downloadReady":true,"hostedFileCount":5,"mirroredBytes":695000002,"readinessCheckedAt":"2026-10-29T13:50:20.229Z","readinessSource":"file-check","degraded":false,"stale":false},"generatedAt":"2026-10-29T13:50:20.360Z","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":"2026-10-29T13:50:20.229Z","serveEvaluationId":"serve-0a889fd947f2275c84f7fdfa2f555429b73681684b9c2d07d6401cba107bc351","readiness":"ready","downloadReady":true,"hostedFileCount":5,"mirroredBytes":695000002,"readinessCheckedAt":"2026-10-29T13:50:20.356Z","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":"2026-10-29T13:50:20.229Z","serveEvaluationId":"serve-0a889fd947f2275c84f7fdfa2f555429b73681684b9c2d07d6401cba107bc351","readiness":"ready","downloadReady":true,"hostedFileCount":5,"mirroredBytes":695000002,"readinessCheckedAt":"2026-10-29T13:50:20.229Z","readinessSource":"file-check","degraded":false,"stale":false},"id":"hf-model-regnant-io-kw5-149m-instruct","owner":"regnant-io","name":"kw5-149M-instruct","repo":"regnant-io/kw5-149M-instruct","type":"llm","summary":"Model from Hugging Face for text generation: regnant-io/kw5-149M-instruct · unknown","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":"regnant-io/kw5-149M"},{"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":"regnant-io/kw5-149M","field":"baseModel"}],"parameters":null,"size":{"bytes":695028080,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"regnant-io","sourceUrl":"https://huggingface.co/regnant-io/kw5-149M-instruct","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","safetensors","kw5v2","swahili","kiswahili","causal-lm","instruct","conversational","african-languages","low-resource","text-generation","sw","base_model:regnant-io/kw5-149m","base_model:finetune:regnant-io/kw5-149m","license:apache-2.0","region:us","unknown","llm","regnant-io/kw5-149m"],"task":"text-generation","modality":"text","framework":"unknown","formats":["gitattributes","md","json","safetensors","py","model"],"baseModel":"regnant-io/kw5-149M","derivedFrom":"regnant-io/kw5-149M","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"regnant-io/kw5-149M","languages":["sw"],"sourceUrl":"https://huggingface.co/regnant-io/kw5-149M-instruct","evalResults":[],"libraryName":"unknown","pipelineTag":"text-generation","cardDataKeys":["base_model","language","license","pipeline_tag","tags"],"semanticText":"text-generation unknown llm model sw regnant-io/kw5-149m safetensors instruct","semanticTerms":["text-generation","unknown","llm","model","sw","regnant-io/kw5-149m","safetensors","instruct"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":10754},{"lfs":false,"path":"config.json","sizeBytes":733},{"lfs":false,"path":"generation_config.json","sizeBytes":207},{"lfs":true,"path":"model.safetensors","sizeBytes":694463280},{"lfs":false,"path":"modeling_kw5v2.py","sizeBytes":15805},{"lfs":true,"path":"tokenizer.model","sizeBytes":534959},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":823}],"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":695028080,"sizeKnown":true,"sizeLabel":"662.8 MB","sizeReason":"","declaredSizeBytes":695028080,"defaultDownloadBytes":694463280,"mirrorCount":1,"downloadCount":564,"stars":2,"citations":0,"updatedAt":"2026-09-29T12:59:15.782Z","createdAt":"2026-09-29T12:58:10.361Z","version":"hf-main","upstream":{"gated":false,"repoId":"regnant-io/kw5-149M-instruct","private":false,"repoUrl":"https://huggingface.co/regnant-io/kw5-149M-instruct","disabled":false,"provider":"huggingface","repoType":"model","revision":"df50ec7db27dd10fa344572167228641cd8f3e51","fetchedAt":"2026-09-29T12:58:10.357Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-29T12:59:15.782Z","mirroredBy":"mirror-batch-worker","totalFiles":8,"hostedFiles":5,"mirroredBytes":695000002,"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_3d51886d5a64d5fe80ce5ccb8c72dee397bdb9e60f7514d72c9a34f53fe60ec2","artifactId":"hf-model-regnant-io-kw5-149m-instruct","representationId":"rep-13ec1b02e64cf0d33c6edb0f0db30c04bb49d198a685d0e842699834381827f0","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-13ec1b02e64cf0d33c6edb0f0db30c04bb49d198a685d0e842699834381827f0","artifactId":"hf-model-regnant-io-kw5-149m-instruct","format":"safetensors","source":{"provider":"huggingface","identity":"regnant-io/kw5-149M-instruct","revision":"df50ec7db27dd10fa344572167228641cd8f3e51","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":733,"sha256":"sha256:00cc6a1477234788de8675c0a0095a04f293b665d61bc705bd2416966bf34fd7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:76b76d78a64f806852e9aea303d177839afb69f92329860dd1d443124f1feed1"},{"path":"generation_config.json","role":"config","sizeBytes":207,"sha256":"sha256:85b6c3b8dc843fd480efb5f2474f952278d03d54f959a3a8e4c4ec57f39ec9f3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:29746edae3d69b407406a08c7592cefb3a72f7c34b857cc3fab75519a23374e8"},{"path":"model.safetensors","role":"weight","sizeBytes":694463280,"sha256":"sha256:57d9b9378cf62f9f8a1c1257641a88828458418cba1e9cfc0b3d16c75dcceb02","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c34dfdf83521604c08997c95027830c6af171c64f68c4009df821a1ba6df0362"},{"path":"tokenizer.model","role":"tokenizer","sizeBytes":534959,"sha256":"sha256:a65b713e053c18b5c98d6666df66e94c4ddf13a991cc882d7026cfab4380ea07","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:eac28e719101676ec5268aa5b7e028eb417511ed6f51d66573542355d50bd850"},{"path":"tokenizer_config.json","role":"config","sizeBytes":823,"sha256":"sha256:43533665dfb211b27ac68cd3ff24fb2f43f6872015fb011ba7ea6545fcdda3f2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2e307236d32ae738dbf2b7804ce18be3dc1744cc6e4aeab660b57ab5ff478e61"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:b25b909bceb324b419960de02c88439076c01459129e17616909f51f086f7ee2","representationDigest":"sha256:31453b245bdc7ce50f0f2e9e86ff041df9dda3dd33e1336ca6e03a7f885c7f9d","evidenceSnapshotDigest":"sha256:0dc510b626da4e2e2e6bfc42e03c453386a0ba7e90ad0ece97bf26552a5e220a","evaluatedAt":"2026-09-29T12:59:16.136Z","authorityVersion":"sha256:b98e030886db78d6a410183360fe36507babaec82568df65f24ecb90c911cc90","invalidatedBy":null,"manifestFinal":true,"downloadable":false,"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":8,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-29T13:50:20.356Z","evidence_url":"/api/manifests/hf-model-regnant-io-kw5-149m-instruct"},"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":8,"publicDownloadableFileCount":5,"externalFileCount":8,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":695028080,"label":"662.8 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":564,"upstreamStars":2,"label":"564 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":"regnant-io/kw5-149M-instruct"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/8 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: regnant-io/kw5-149M-instruct","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":5,"externalFiles":3,"totalFiles":8},"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-regnant-io-kw5-149m-instruct/download-plan"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":10754,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"config.json","sizeBytes":733,"format":"json","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"},{"path":"generation_config.json","sizeBytes":207,"format":"json","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"},{"path":"model.safetensors","sizeBytes":694463280,"format":"safetensors","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":"regnant-io/kw5-149M-instruct"}},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T13:50:20.356Z","evidence_url":"/api/manifests/hf-model-regnant-io-kw5-149m-instruct"}},"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-regnant-io-kw5-149m-instruct/files?limit=100","downloadableFilesUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-regnant-io-kw5-149m-instruct&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-regnant-io-kw5-149m-instruct","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-regnant-io-kw5-149m-instruct/distribution","rows":[{"artifactId":"hf-model-regnant-io-kw5-149m-instruct","visibility":"public","owner":"regnant-io","name":"kw5-149M-instruct","repo":"regnant-io/kw5-149M-instruct","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","safetensors","kw5v2","swahili","kiswahili","causal-lm","instruct","conversational","african-languages","low-resource","text-generation","sw","base_model:regnant-io/kw5-149m","base_model:finetune:regnant-io/kw5-149m","license:apache-2.0","region:us","unknown","llm","regnant-io/kw5-149m"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: regnant-io/kw5-149M-instruct · unknown","baseModel":"regnant-io/kw5-149M","downloadCount":564,"filePath":"config.json","format":"json","risk":"low","sizeBytes":733,"storageSizeBytes":733,"sha256":"00cc6a1477234788de8675c0a0095a04f293b665d61bc705bd2416966bf34fd7","byteVerifiedAt":"2026-09-29T12:59:09.980Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-regnant-io-kw5-149m-instruct/config.json","manifestUrl":"/api/manifests/hf-model-regnant-io-kw5-149m-instruct","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":"2026-09-29T13:07:07.784Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T13:50:20.229Z","serveEvaluationId":"serve-0a889fd947f2275c84f7fdfa2f555429b73681684b9c2d07d6401cba107bc351","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":733,"readinessCheckedAt":"2026-10-29T13:50:20.356Z","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":"2026-10-29T13:50:20.229Z","serveEvaluationId":"serve-0a889fd947f2275c84f7fdfa2f555429b73681684b9c2d07d6401cba107bc351","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":733,"readinessCheckedAt":"2026-10-29T13:50:20.229Z","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":"2026-10-29T13:50:20.356Z","evidence_url":"/api/manifests/hf-model-regnant-io-kw5-149m-instruct"},"signature_state":"signed"},{"artifactId":"hf-model-regnant-io-kw5-149m-instruct","visibility":"public","owner":"regnant-io","name":"kw5-149M-instruct","repo":"regnant-io/kw5-149M-instruct","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","safetensors","kw5v2","swahili","kiswahili","causal-lm","instruct","conversational","african-languages","low-resource","text-generation","sw","base_model:regnant-io/kw5-149m","base_model:finetune:regnant-io/kw5-149m","license:apache-2.0","region:us","unknown","llm","regnant-io/kw5-149m"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: regnant-io/kw5-149M-instruct · unknown","baseModel":"regnant-io/kw5-149M","downloadCount":564,"filePath":"generation_config.json","format":"json","risk":"low","sizeBytes":207,"storageSizeBytes":207,"sha256":"85b6c3b8dc843fd480efb5f2474f952278d03d54f959a3a8e4c4ec57f39ec9f3","byteVerifiedAt":"2026-09-29T12:59:10.094Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-regnant-io-kw5-149m-instruct/generation_config.json","manifestUrl":"/api/manifests/hf-model-regnant-io-kw5-149m-instruct","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":"2026-09-29T13:07:07.784Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T13:50:20.229Z","serveEvaluationId":"serve-0a889fd947f2275c84f7fdfa2f555429b73681684b9c2d07d6401cba107bc351","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":207,"readinessCheckedAt":"2026-10-29T13:50:20.356Z","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":"2026-10-29T13:50:20.229Z","serveEvaluationId":"serve-0a889fd947f2275c84f7fdfa2f555429b73681684b9c2d07d6401cba107bc351","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":207,"readinessCheckedAt":"2026-10-29T13:50:20.229Z","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":"2026-10-29T13:50:20.356Z","evidence_url":"/api/manifests/hf-model-regnant-io-kw5-149m-instruct"},"signature_state":"signed"},{"artifactId":"hf-model-regnant-io-kw5-149m-instruct","visibility":"public","owner":"regnant-io","name":"kw5-149M-instruct","repo":"regnant-io/kw5-149M-instruct","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","safetensors","kw5v2","swahili","kiswahili","causal-lm","instruct","conversational","african-languages","low-resource","text-generation","sw","base_model:regnant-io/kw5-149m","base_model:finetune:regnant-io/kw5-149m","license:apache-2.0","region:us","unknown","llm","regnant-io/kw5-149m"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: regnant-io/kw5-149M-instruct · unknown","baseModel":"regnant-io/kw5-149M","downloadCount":564,"filePath":"model.safetensors","format":"safetensors","risk":"low","sizeBytes":694463280,"storageSizeBytes":694463280,"sha256":"57d9b9378cf62f9f8a1c1257641a88828458418cba1e9cfc0b3d16c75dcceb02","byteVerifiedAt":"2026-09-29T12:59:15.282Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-regnant-io-kw5-149m-instruct/model.safetensors","manifestUrl":"/api/manifests/hf-model-regnant-io-kw5-149m-instruct","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":"2026-09-29T13:07:07.784Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T13:50:20.229Z","serveEvaluationId":"serve-0a889fd947f2275c84f7fdfa2f555429b73681684b9c2d07d6401cba107bc351","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":694463280,"readinessCheckedAt":"2026-10-29T13:50:20.356Z","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":"2026-10-29T13:50:20.229Z","serveEvaluationId":"serve-0a889fd947f2275c84f7fdfa2f555429b73681684b9c2d07d6401cba107bc351","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":694463280,"readinessCheckedAt":"2026-10-29T13:50:20.229Z","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":"2026-10-29T13:50:20.356Z","evidence_url":"/api/manifests/hf-model-regnant-io-kw5-149m-instruct"},"signature_state":"signed"},{"artifactId":"hf-model-regnant-io-kw5-149m-instruct","visibility":"public","owner":"regnant-io","name":"kw5-149M-instruct","repo":"regnant-io/kw5-149M-instruct","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","safetensors","kw5v2","swahili","kiswahili","causal-lm","instruct","conversational","african-languages","low-resource","text-generation","sw","base_model:regnant-io/kw5-149m","base_model:finetune:regnant-io/kw5-149m","license:apache-2.0","region:us","unknown","llm","regnant-io/kw5-149m"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: regnant-io/kw5-149M-instruct · unknown","baseModel":"regnant-io/kw5-149M","downloadCount":564,"filePath":"tokenizer_config.json","format":"json","risk":"low","sizeBytes":823,"storageSizeBytes":823,"sha256":"43533665dfb211b27ac68cd3ff24fb2f43f6872015fb011ba7ea6545fcdda3f2","byteVerifiedAt":"2026-09-29T12:59:15.545Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-regnant-io-kw5-149m-instruct/tokenizer_config.json","manifestUrl":"/api/manifests/hf-model-regnant-io-kw5-149m-instruct","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":"2026-09-29T13:07:07.784Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T13:50:20.229Z","serveEvaluationId":"serve-0a889fd947f2275c84f7fdfa2f555429b73681684b9c2d07d6401cba107bc351","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":823,"readinessCheckedAt":"2026-10-29T13:50:20.356Z","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":"2026-10-29T13:50:20.229Z","serveEvaluationId":"serve-0a889fd947f2275c84f7fdfa2f555429b73681684b9c2d07d6401cba107bc351","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":823,"readinessCheckedAt":"2026-10-29T13:50:20.229Z","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":"2026-10-29T13:50:20.356Z","evidence_url":"/api/manifests/hf-model-regnant-io-kw5-149m-instruct"},"signature_state":"signed"},{"artifactId":"hf-model-regnant-io-kw5-149m-instruct","visibility":"public","owner":"regnant-io","name":"kw5-149M-instruct","repo":"regnant-io/kw5-149M-instruct","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","safetensors","kw5v2","swahili","kiswahili","causal-lm","instruct","conversational","african-languages","low-resource","text-generation","sw","base_model:regnant-io/kw5-149m","base_model:finetune:regnant-io/kw5-149m","license:apache-2.0","region:us","unknown","llm","regnant-io/kw5-149m"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: regnant-io/kw5-149M-instruct · unknown","baseModel":"regnant-io/kw5-149M","downloadCount":564,"filePath":"tokenizer.model","format":"model","risk":"low","sizeBytes":534959,"storageSizeBytes":534959,"sha256":"a65b713e053c18b5c98d6666df66e94c4ddf13a991cc882d7026cfab4380ea07","byteVerifiedAt":"2026-09-29T12:59:15.449Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-regnant-io-kw5-149m-instruct/tokenizer.model","manifestUrl":"/api/manifests/hf-model-regnant-io-kw5-149m-instruct","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":"2026-09-29T13:07:07.784Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T13:50:20.229Z","serveEvaluationId":"serve-0a889fd947f2275c84f7fdfa2f555429b73681684b9c2d07d6401cba107bc351","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":534959,"readinessCheckedAt":"2026-10-29T13:50:20.356Z","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":"2026-10-29T13:50:20.229Z","serveEvaluationId":"serve-0a889fd947f2275c84f7fdfa2f555429b73681684b9c2d07d6401cba107bc351","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":534959,"readinessCheckedAt":"2026-10-29T13:50:20.229Z","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":"2026-10-29T13:50:20.356Z","evidence_url":"/api/manifests/hf-model-regnant-io-kw5-149m-instruct"},"signature_state":"signed"}]},"upstream":{"provider":"huggingface","repoId":"regnant-io/kw5-149M-instruct","repoUrl":"https://huggingface.co/regnant-io/kw5-149M-instruct","externalMetadataOnly":false},"decentralizedFallbacks":{"protocol":"bittorrent-magnet-metadata","verifiedCount":0,"pendingReviewCount":0,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-regnant-io-kw5-149m-instruct/decentralized-fallbacks","reviewQueueUrl":"https://huggingbay.xyz/api/artifacts/hf-model-regnant-io-kw5-149m-instruct/distribution","verified":[],"pendingReview":[],"readiness":{"status":"ready-for-reviewed-fallback","ready":true,"reviewRequired":true,"publishActualMagnetOnlyAfterReview":true,"protocol":"bittorrent-magnet-metadata","torrentName":"regnant-io-kw5-149M-instruct","licenseAllowed":true,"sameAsUpstreamRequired":true,"sourceUrl":"https://huggingface.co/regnant-io/kw5-149M-instruct","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-regnant-io-kw5-149m-instruct","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-regnant-io-kw5-149m-instruct/distribution","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-regnant-io-kw5-149m-instruct","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-regnant-io-kw5-149m-instruct/download-plan","requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-regnant-io-kw5-149m-instruct/decentralized-fallbacks","manifestDigest":"sha256:5c5a06a621c52e89fbe9a60d9528f6c638d892c0eba8911e939f0c7980e8fa3b","fileCount":5,"totalBytes":695000002,"files":[{"path":"","sizeBytes":733,"sha256":"00cc6a1477234788de8675c0a0095a04f293b665d61bc705bd2416966bf34fd7","downloadUrl":"/api/downloads/hf-model-regnant-io-kw5-149m-instruct/config.json"},{"path":"","sizeBytes":207,"sha256":"85b6c3b8dc843fd480efb5f2474f952278d03d54f959a3a8e4c4ec57f39ec9f3","downloadUrl":"/api/downloads/hf-model-regnant-io-kw5-149m-instruct/generation_config.json"},{"path":"","sizeBytes":694463280,"sha256":"57d9b9378cf62f9f8a1c1257641a88828458418cba1e9cfc0b3d16c75dcceb02","downloadUrl":"/api/downloads/hf-model-regnant-io-kw5-149m-instruct/model.safetensors"},{"path":"","sizeBytes":823,"sha256":"43533665dfb211b27ac68cd3ff24fb2f43f6872015fb011ba7ea6545fcdda3f2","downloadUrl":"/api/downloads/hf-model-regnant-io-kw5-149m-instruct/tokenizer_config.json"},{"path":"","sizeBytes":534959,"sha256":"a65b713e053c18b5c98d6666df66e94c4ddf13a991cc882d7026cfab4380ea07","downloadUrl":"/api/downloads/hf-model-regnant-io-kw5-149m-instruct/tokenizer.model"}],"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-regnant-io-kw5-149m-instruct/distribution","submitFallback":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-regnant-io-kw5-149m-instruct/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/regnant-io/kw5-149M-instruct","useCase":"community resilience fallback"}},"requestHostedMirror":null},"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":5,"peerFallbacks":{"schemaVersion":"hugging-bay.peer-fallbacks.v1","generatedAt":"2026-10-29T13:50:20.362Z","baseUrl":"https://huggingbay.xyz","artifact":{"id":"hf-model-regnant-io-kw5-149m-instruct","repo":"regnant-io/kw5-149M-instruct","owner":"regnant-io","name":"kw5-149M-instruct","type":"llm","license":"apache-2.0","hostingStatus":"hosted","sourceUrl":"https://huggingface.co/regnant-io/kw5-149M-instruct"},"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-regnant-io-kw5-149m-instruct/peer-fallbacks","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-regnant-io-kw5-149m-instruct/distribution","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-regnant-io-kw5-149m-instruct/download-plan","hostedDownloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-regnant-io-kw5-149m-instruct&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-regnant-io-kw5-149m-instruct","generatedTorrentUrl":null,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-regnant-io-kw5-149m-instruct/decentralized-fallbacks","artifactUrl":"https://huggingbay.xyz/artifact/hf-model-regnant-io-kw5-149m-instruct","releaseUrl":"https://huggingbay.xyz/releases/hf-model-regnant-io-kw5-149m-instruct"},"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":"2026-10-29T13:50:20.356Z","evidence_url":"/api/manifests/hf-model-regnant-io-kw5-149m-instruct"}}