{"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":"2026-10-29T05:51:57.829Z","serveEvaluationId":"serve-2579e4c48c4b8d3ffce21c6cad5e695968b8b2455095f50b9d4b5ffe86009950","readiness":"ready","downloadReady":true,"hostedFileCount":6,"mirroredBytes":1535539990,"readinessCheckedAt":"2026-10-29T05:51:58.004Z","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":"2026-10-29T05:51:57.829Z","serveEvaluationId":"serve-2579e4c48c4b8d3ffce21c6cad5e695968b8b2455095f50b9d4b5ffe86009950","readiness":"ready","downloadReady":true,"hostedFileCount":6,"mirroredBytes":1535539990,"readinessCheckedAt":"2026-10-29T05:51:57.829Z","readinessSource":"file-check","degraded":false,"stale":false},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","generatedAt":"2026-10-29T05:51:58.007Z","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":"2026-10-29T05:51:57.829Z","serveEvaluationId":"serve-2579e4c48c4b8d3ffce21c6cad5e695968b8b2455095f50b9d4b5ffe86009950","readiness":"ready","downloadReady":true,"hostedFileCount":6,"mirroredBytes":1535539990,"readinessCheckedAt":"2026-10-29T05:51:58.004Z","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":"2026-10-29T05:51:57.829Z","serveEvaluationId":"serve-2579e4c48c4b8d3ffce21c6cad5e695968b8b2455095f50b9d4b5ffe86009950","readiness":"ready","downloadReady":true,"hostedFileCount":6,"mirroredBytes":1535539990,"readinessCheckedAt":"2026-10-29T05:51:57.829Z","readinessSource":"file-check","degraded":false,"stale":false},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-mlx-community-lfm2-5-2-6b-4bit","owner":"mlx-community","name":"LFM2.5-2.6B-4bit","repo":"mlx-community/LFM2.5-2.6B-4bit","type":"llm","summary":"Model from Hugging Face for text generation: mlx-community/LFM2.5-2.6B-4bit · 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":"baseModel","value":"LiquidAI/LFM2.5-2.6B"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["license-not-recorded","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[{"repo":"LiquidAI/LFM2.5-2.6B","field":"baseModel"}],"parameters":null,"size":{"bytes":1535593294,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mlx-community","sourceUrl":"","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","other","mlx","safetensors","lfm2","liquid","lfm2.5","edge","text-generation","conversational","ar","zh","en","fr","de","hi","id","it","ja","ko","pl","pt"],"task":"text-generation","modality":"text","framework":"mlx","formats":["mlx","gitattributes","md","jinja","json","safetensors"],"baseModel":"LiquidAI/LFM2.5-2.6B","derivedFrom":"LiquidAI/LFM2.5-2.6B","cardMetadata":{"source":"huggingface-cardData","license":"other","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"LiquidAI/LFM2.5-2.6B","languages":["ar","zh","en","fr","de","hi","id","it","ja","ko","pl","pt"],"evalResults":[],"libraryName":"mlx","pipelineTag":"text-generation","cardDataKeys":["base_model","language","library_name","license","license_link","license_name","pipeline_tag","tags"],"semanticText":"text-generation mlx llm model ar zh en fr de hi id it ja ko pl pt liquidai/lfm2.5-2.6b safetensors","semanticTerms":["text-generation","mlx","llm","model","ar","zh","en","fr","de","hi","id","it","ja","ko","pl","pt","liquidai/lfm2.5-2.6b","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":791},{"lfs":false,"path":"chat_template.jinja","sizeBytes":5496},{"lfs":false,"path":"config.json","sizeBytes":2377},{"lfs":false,"path":"generation_config.json","sizeBytes":306},{"lfs":true,"path":"model.safetensors","sizeBytes":1517625850},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":50943},{"lfs":true,"path":"tokenizer.json","sizeBytes":17905598},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":363}],"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":1535593294,"sizeKnown":true,"sizeLabel":"1.4 GB","sizeReason":"","declaredSizeBytes":1535593294,"defaultDownloadBytes":1517625850,"mirrorCount":1,"downloadCount":2609,"stars":5,"citations":0,"updatedAt":"2026-09-18T23:30:12.705Z","createdAt":"2026-09-18T23:27:10.723Z","version":"hf-main","upstream":{"gated":false,"repoId":"mlx-community/LFM2.5-2.6B-4bit","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"72a08228cf703cd7dc0187abf4edbbd8e935f864","fetchedAt":"2026-09-18T23:27:10.719Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":"other","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-18T23:30:12.705Z","mirroredBy":"mirror-batch-worker","totalFiles":9,"hostedFiles":6,"mirroredBytes":1535539990,"mirroredFiles":6,"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_7b86763b96233894a9a3af7139d9842c3fe91b1140d6d4768bdf302f3bb5dd70","artifactId":"hf-model-mlx-community-lfm2-5-2-6b-4bit","representationId":"rep-6b50e1ef8135b2efa9b1b39389ab262a969d49d836f92c4047f1e4bf58d9a1db","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-6b50e1ef8135b2efa9b1b39389ab262a969d49d836f92c4047f1e4bf58d9a1db","artifactId":"hf-model-mlx-community-lfm2-5-2-6b-4bit","format":"mlx","source":{"provider":"huggingface","identity":"mlx-community/LFM2.5-2.6B-4bit","revision":"72a08228cf703cd7dc0187abf4edbbd8e935f864","immutable":true},"files":[{"path":"chat_template.jinja","role":"template","sizeBytes":5496,"sha256":"sha256:aadd425edb1d42fe9288e5de3624c21c1c03099129b9cfea5978f1bc67222c0a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6e5b4968cde240320c164b2a1828f5d3e6c83edffeb3ba722b78d28fadc0f74f"},{"path":"config.json","role":"config","sizeBytes":2377,"sha256":"sha256:183f59ddf55580609fbc271a2e4025317b4a48daec2c43a9db61d7a3985ba2e3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dccc5db5b548fa3b993f7ba76e3d060e5359f4e1e9142442c7bde9e1dddccd2e"},{"path":"generation_config.json","role":"config","sizeBytes":306,"sha256":"sha256:e08c9a83f4bfe64468c9671a2b69b60549728e2a9481387f3555471f64e958bc","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:92852ed25cf6b26744c03fd5fbb0ba21965ac171c8a211201fbb81b5f1e5db55"},{"path":"model.safetensors","role":"weight","sizeBytes":1517625850,"sha256":"sha256:c60882ad5ae00906e17b6fe14d1a86d6f63d4e2e2782ea0dced24bb97bef9766","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d7dd20a93b25e6d4f075104c4e820f5d3ecb2862fdac4a7b7895f35f6e79ecdd"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17905598,"sha256":"sha256:695be7802a0e4b8a81048f0ff5ebb7fc811a0ba5a6be63dbb24deb5a81096f41","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:341902e5b4e4a4f1f6fb60670277151fcca9ac367369e302cbce7df15daba629"},{"path":"tokenizer_config.json","role":"config","sizeBytes":363,"sha256":"sha256:11f1de897317b489dd09199284528382eeb17f566398b16e2039bb2266d26b09","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bef46e242aa6436a529dd9584a0b6b053cfed3dc753291efad07c113e5f6c87f"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:0a73445f9d8131e5b355d66c4a9b45034988c72adf667c87c1428ee7bf3f1724","representationDigest":"sha256:2aee598d2dbfbfabd5d201ec7d35a5978ca5e9a81bab10a9c0123079be3ff648","evidenceSnapshotDigest":"sha256:0563c465d91f6d2a37ba0bea06aeb404e3dcec66dfbdb462aa00e54dc09aff3a","evaluatedAt":"2026-09-18T23:30:13.453Z","authorityVersion":"sha256:25aa4f5f7e0e20d9ebae6c0fb26b6865b468e8c266b5af5cd6029066bf039f1e","invalidatedBy":null,"manifestFinal":true,"downloadable":false,"hosted":true,"hostedFiles":6,"serveAuthority":"live-serve-decision","individuallyHashedFiles":6,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":6,"strictlyDownloadableFiles":6,"strictlyDownloadableHashedFiles":6,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":9,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-29T05:51:58.004Z","evidence_url":"/api/manifests/hf-model-mlx-community-lfm2-5-2-6b-4bit"},"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":9,"publicDownloadableFileCount":6,"externalFileCount":9,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1535593294,"label":"1.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":2609,"upstreamStars":5,"label":"2.6K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"mlx-community/LFM2.5-2.6B-4bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/9 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":["Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: unknown","Provenance: mlx-community/LFM2.5-2.6B-4bit","Hosted files: 6/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":6,"externalFiles":3,"totalFiles":9},"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-mlx-community-lfm2-5-2-6b-4bit/download-plan"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1570,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":791,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"chat_template.jinja","sizeBytes":5496,"format":"jinja","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"},{"path":"config.json","sizeBytes":2377,"format":"json","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"},{"path":"generation_config.json","sizeBytes":306,"format":"json","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mlx-community/LFM2.5-2.6B-4bit"}},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T05:51:58.004Z","evidence_url":"/api/manifests/hf-model-mlx-community-lfm2-5-2-6b-4bit"}},"policy":{"verifiedHostedFirst":true,"peerFallbacksRequireReview":true,"licenseMirrorAllowed":false,"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":6,"readiness":"ready","downloadReady":true,"degraded":false,"stale":false,"serveDecision":{"state":"READY","authority":"live-serve-decision"},"filesUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-lfm2-5-2-6b-4bit/files?limit=100","downloadableFilesUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mlx-community-lfm2-5-2-6b-4bit&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-mlx-community-lfm2-5-2-6b-4bit","torrentUrl":null,"magnetUri":null,"torrent":{"status":"unavailable","torrentUrl":null,"magnetUri":null,"reason":"fresh_torrent_generation_unavailable"},"reviewedPeerFallbackReady":false,"reviewedPeerFallbackFiles":0,"reviewedPeerFallbackCount":0,"peerFallbackReadinessUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-lfm2-5-2-6b-4bit/distribution","rows":[{"artifactId":"hf-model-mlx-community-lfm2-5-2-6b-4bit","visibility":"public","owner":"mlx-community","name":"LFM2.5-2.6B-4bit","repo":"mlx-community/LFM2.5-2.6B-4bit","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","other","mlx","safetensors","lfm2","liquid","lfm2.5","edge","text-generation","conversational","ar","zh","en","fr","de","hi","id","it","ja","ko","pl","pt"],"license":"unknown","upstreamGated":false,"licenseState":"unknown","summary":"Model from Hugging Face for text generation: mlx-community/LFM2.5-2.6B-4bit · mlx","baseModel":"LiquidAI/LFM2.5-2.6B","downloadCount":2609,"filePath":"chat_template.jinja","format":"jinja","risk":"low","sizeBytes":5496,"storageSizeBytes":5496,"sha256":"aadd425edb1d42fe9288e5de3624c21c1c03099129b9cfea5978f1bc67222c0a","byteVerifiedAt":"2026-09-18T23:30:00.253Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-mlx-community-lfm2-5-2-6b-4bit/chat_template.jinja","manifestUrl":"/api/manifests/hf-model-mlx-community-lfm2-5-2-6b-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":"2026-09-18T23:37:08.569Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T05:51:57.829Z","serveEvaluationId":"serve-2579e4c48c4b8d3ffce21c6cad5e695968b8b2455095f50b9d4b5ffe86009950","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":5496,"readinessCheckedAt":"2026-10-29T05:51:58.003Z","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":"2026-10-29T05:51:57.829Z","serveEvaluationId":"serve-2579e4c48c4b8d3ffce21c6cad5e695968b8b2455095f50b9d4b5ffe86009950","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":5496,"readinessCheckedAt":"2026-10-29T05:51:57.829Z","readinessSource":"file-check","degraded":false,"stale":false},"licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T05:51:58.003Z","evidence_url":"/api/manifests/hf-model-mlx-community-lfm2-5-2-6b-4bit"},"signature_state":"signed"},{"artifactId":"hf-model-mlx-community-lfm2-5-2-6b-4bit","visibility":"public","owner":"mlx-community","name":"LFM2.5-2.6B-4bit","repo":"mlx-community/LFM2.5-2.6B-4bit","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","other","mlx","safetensors","lfm2","liquid","lfm2.5","edge","text-generation","conversational","ar","zh","en","fr","de","hi","id","it","ja","ko","pl","pt"],"license":"unknown","upstreamGated":false,"licenseState":"unknown","summary":"Model from Hugging Face for text generation: mlx-community/LFM2.5-2.6B-4bit · mlx","baseModel":"LiquidAI/LFM2.5-2.6B","downloadCount":2609,"filePath":"config.json","format":"json","risk":"low","sizeBytes":2377,"storageSizeBytes":2377,"sha256":"183f59ddf55580609fbc271a2e4025317b4a48daec2c43a9db61d7a3985ba2e3","byteVerifiedAt":"2026-09-18T23:30:00.368Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-mlx-community-lfm2-5-2-6b-4bit/config.json","manifestUrl":"/api/manifests/hf-model-mlx-community-lfm2-5-2-6b-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":"2026-09-18T23:37:08.569Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T05:51:57.829Z","serveEvaluationId":"serve-2579e4c48c4b8d3ffce21c6cad5e695968b8b2455095f50b9d4b5ffe86009950","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":2377,"readinessCheckedAt":"2026-10-29T05:51:58.003Z","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":"2026-10-29T05:51:57.829Z","serveEvaluationId":"serve-2579e4c48c4b8d3ffce21c6cad5e695968b8b2455095f50b9d4b5ffe86009950","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":2377,"readinessCheckedAt":"2026-10-29T05:51:57.829Z","readinessSource":"file-check","degraded":false,"stale":false},"licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T05:51:58.003Z","evidence_url":"/api/manifests/hf-model-mlx-community-lfm2-5-2-6b-4bit"},"signature_state":"signed"},{"artifactId":"hf-model-mlx-community-lfm2-5-2-6b-4bit","visibility":"public","owner":"mlx-community","name":"LFM2.5-2.6B-4bit","repo":"mlx-community/LFM2.5-2.6B-4bit","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","other","mlx","safetensors","lfm2","liquid","lfm2.5","edge","text-generation","conversational","ar","zh","en","fr","de","hi","id","it","ja","ko","pl","pt"],"license":"unknown","upstreamGated":false,"licenseState":"unknown","summary":"Model from Hugging Face for text generation: mlx-community/LFM2.5-2.6B-4bit · mlx","baseModel":"LiquidAI/LFM2.5-2.6B","downloadCount":2609,"filePath":"generation_config.json","format":"json","risk":"low","sizeBytes":306,"storageSizeBytes":306,"sha256":"e08c9a83f4bfe64468c9671a2b69b60549728e2a9481387f3555471f64e958bc","byteVerifiedAt":"2026-09-18T23:30:00.534Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-mlx-community-lfm2-5-2-6b-4bit/generation_config.json","manifestUrl":"/api/manifests/hf-model-mlx-community-lfm2-5-2-6b-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":"2026-09-18T23:37:08.569Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T05:51:57.829Z","serveEvaluationId":"serve-2579e4c48c4b8d3ffce21c6cad5e695968b8b2455095f50b9d4b5ffe86009950","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":306,"readinessCheckedAt":"2026-10-29T05:51:58.003Z","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":"2026-10-29T05:51:57.829Z","serveEvaluationId":"serve-2579e4c48c4b8d3ffce21c6cad5e695968b8b2455095f50b9d4b5ffe86009950","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":306,"readinessCheckedAt":"2026-10-29T05:51:57.829Z","readinessSource":"file-check","degraded":false,"stale":false},"licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T05:51:58.003Z","evidence_url":"/api/manifests/hf-model-mlx-community-lfm2-5-2-6b-4bit"},"signature_state":"signed"},{"artifactId":"hf-model-mlx-community-lfm2-5-2-6b-4bit","visibility":"public","owner":"mlx-community","name":"LFM2.5-2.6B-4bit","repo":"mlx-community/LFM2.5-2.6B-4bit","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","other","mlx","safetensors","lfm2","liquid","lfm2.5","edge","text-generation","conversational","ar","zh","en","fr","de","hi","id","it","ja","ko","pl","pt"],"license":"unknown","upstreamGated":false,"licenseState":"unknown","summary":"Model from Hugging Face for text generation: mlx-community/LFM2.5-2.6B-4bit · mlx","baseModel":"LiquidAI/LFM2.5-2.6B","downloadCount":2609,"filePath":"model.safetensors","format":"safetensors","risk":"low","sizeBytes":1517625850,"storageSizeBytes":1517625850,"sha256":"c60882ad5ae00906e17b6fe14d1a86d6f63d4e2e2782ea0dced24bb97bef9766","byteVerifiedAt":"2026-09-18T23:30:11.987Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-mlx-community-lfm2-5-2-6b-4bit/model.safetensors","manifestUrl":"/api/manifests/hf-model-mlx-community-lfm2-5-2-6b-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":"2026-09-18T23:37:08.569Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T05:51:57.829Z","serveEvaluationId":"serve-2579e4c48c4b8d3ffce21c6cad5e695968b8b2455095f50b9d4b5ffe86009950","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1517625850,"readinessCheckedAt":"2026-10-29T05:51:58.003Z","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":"2026-10-29T05:51:57.829Z","serveEvaluationId":"serve-2579e4c48c4b8d3ffce21c6cad5e695968b8b2455095f50b9d4b5ffe86009950","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1517625850,"readinessCheckedAt":"2026-10-29T05:51:57.829Z","readinessSource":"file-check","degraded":false,"stale":false},"licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T05:51:58.003Z","evidence_url":"/api/manifests/hf-model-mlx-community-lfm2-5-2-6b-4bit"},"signature_state":"signed"},{"artifactId":"hf-model-mlx-community-lfm2-5-2-6b-4bit","visibility":"public","owner":"mlx-community","name":"LFM2.5-2.6B-4bit","repo":"mlx-community/LFM2.5-2.6B-4bit","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","other","mlx","safetensors","lfm2","liquid","lfm2.5","edge","text-generation","conversational","ar","zh","en","fr","de","hi","id","it","ja","ko","pl","pt"],"license":"unknown","upstreamGated":false,"licenseState":"unknown","summary":"Model from Hugging Face for text generation: mlx-community/LFM2.5-2.6B-4bit · mlx","baseModel":"LiquidAI/LFM2.5-2.6B","downloadCount":2609,"filePath":"tokenizer_config.json","format":"json","risk":"low","sizeBytes":363,"storageSizeBytes":363,"sha256":"11f1de897317b489dd09199284528382eeb17f566398b16e2039bb2266d26b09","byteVerifiedAt":"2026-09-18T23:30:12.446Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-mlx-community-lfm2-5-2-6b-4bit/tokenizer_config.json","manifestUrl":"/api/manifests/hf-model-mlx-community-lfm2-5-2-6b-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":"2026-09-18T23:37:08.569Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T05:51:57.829Z","serveEvaluationId":"serve-2579e4c48c4b8d3ffce21c6cad5e695968b8b2455095f50b9d4b5ffe86009950","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":363,"readinessCheckedAt":"2026-10-29T05:51:58.003Z","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":"2026-10-29T05:51:57.829Z","serveEvaluationId":"serve-2579e4c48c4b8d3ffce21c6cad5e695968b8b2455095f50b9d4b5ffe86009950","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":363,"readinessCheckedAt":"2026-10-29T05:51:57.829Z","readinessSource":"file-check","degraded":false,"stale":false},"licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T05:51:58.003Z","evidence_url":"/api/manifests/hf-model-mlx-community-lfm2-5-2-6b-4bit"},"signature_state":"signed"},{"artifactId":"hf-model-mlx-community-lfm2-5-2-6b-4bit","visibility":"public","owner":"mlx-community","name":"LFM2.5-2.6B-4bit","repo":"mlx-community/LFM2.5-2.6B-4bit","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","other","mlx","safetensors","lfm2","liquid","lfm2.5","edge","text-generation","conversational","ar","zh","en","fr","de","hi","id","it","ja","ko","pl","pt"],"license":"unknown","upstreamGated":false,"licenseState":"unknown","summary":"Model from Hugging Face for text generation: mlx-community/LFM2.5-2.6B-4bit · mlx","baseModel":"LiquidAI/LFM2.5-2.6B","downloadCount":2609,"filePath":"tokenizer.json","format":"json","risk":"low","sizeBytes":17905598,"storageSizeBytes":17905598,"sha256":"695be7802a0e4b8a81048f0ff5ebb7fc811a0ba5a6be63dbb24deb5a81096f41","byteVerifiedAt":"2026-09-18T23:30:12.339Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-mlx-community-lfm2-5-2-6b-4bit/tokenizer.json","manifestUrl":"/api/manifests/hf-model-mlx-community-lfm2-5-2-6b-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":"2026-09-18T23:37:08.569Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T05:51:57.829Z","serveEvaluationId":"serve-2579e4c48c4b8d3ffce21c6cad5e695968b8b2455095f50b9d4b5ffe86009950","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":17905598,"readinessCheckedAt":"2026-10-29T05:51:58.003Z","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":"2026-10-29T05:51:57.829Z","serveEvaluationId":"serve-2579e4c48c4b8d3ffce21c6cad5e695968b8b2455095f50b9d4b5ffe86009950","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":17905598,"readinessCheckedAt":"2026-10-29T05:51:57.829Z","readinessSource":"file-check","degraded":false,"stale":false},"licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T05:51:58.003Z","evidence_url":"/api/manifests/hf-model-mlx-community-lfm2-5-2-6b-4bit"},"signature_state":"signed"}]},"upstream":{"provider":"huggingface","repoId":"mlx-community/LFM2.5-2.6B-4bit","repoUrl":"","externalMetadataOnly":false},"decentralizedFallbacks":{"protocol":"bittorrent-magnet-metadata","verifiedCount":0,"pendingReviewCount":0,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-lfm2-5-2-6b-4bit/decentralized-fallbacks","reviewQueueUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-lfm2-5-2-6b-4bit/distribution","verified":[],"pendingReview":[],"readiness":{"status":"not-ready","ready":false,"reviewRequired":true,"publishActualMagnetOnlyAfterReview":true,"protocol":"bittorrent-magnet-metadata","torrentName":"mlx-community-LFM2.5-2.6B-4bit","licenseAllowed":false,"sameAsUpstreamRequired":true,"sourceUrl":"","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-mlx-community-lfm2-5-2-6b-4bit","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-lfm2-5-2-6b-4bit/distribution","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlx-community-lfm2-5-2-6b-4bit","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-lfm2-5-2-6b-4bit/download-plan","requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-lfm2-5-2-6b-4bit/decentralized-fallbacks","manifestDigest":"sha256:bb3bba3d0668271b6a3199243ae5fcddff0b530c674fc686c08241246b23ee62","fileCount":6,"totalBytes":1535539990,"files":[{"path":"","sizeBytes":5496,"sha256":"aadd425edb1d42fe9288e5de3624c21c1c03099129b9cfea5978f1bc67222c0a","downloadUrl":"/api/downloads/hf-model-mlx-community-lfm2-5-2-6b-4bit/chat_template.jinja"},{"path":"","sizeBytes":2377,"sha256":"183f59ddf55580609fbc271a2e4025317b4a48daec2c43a9db61d7a3985ba2e3","downloadUrl":"/api/downloads/hf-model-mlx-community-lfm2-5-2-6b-4bit/config.json"},{"path":"","sizeBytes":306,"sha256":"e08c9a83f4bfe64468c9671a2b69b60549728e2a9481387f3555471f64e958bc","downloadUrl":"/api/downloads/hf-model-mlx-community-lfm2-5-2-6b-4bit/generation_config.json"},{"path":"","sizeBytes":1517625850,"sha256":"c60882ad5ae00906e17b6fe14d1a86d6f63d4e2e2782ea0dced24bb97bef9766","downloadUrl":"/api/downloads/hf-model-mlx-community-lfm2-5-2-6b-4bit/model.safetensors"},{"path":"","sizeBytes":363,"sha256":"11f1de897317b489dd09199284528382eeb17f566398b16e2039bb2266d26b09","downloadUrl":"/api/downloads/hf-model-mlx-community-lfm2-5-2-6b-4bit/tokenizer_config.json"},{"path":"","sizeBytes":17905598,"sha256":"695be7802a0e4b8a81048f0ff5ebb7fc811a0ba5a6be63dbb24deb5a81096f41","downloadUrl":"/api/downloads/hf-model-mlx-community-lfm2-5-2-6b-4bit/tokenizer.json"}],"blockers":["license:unknown","missing-source-url"],"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":"Do not publish peer-assisted fallback metadata until blockers are resolved and an operator review approves the magnet."}},"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-mlx-community-lfm2-5-2-6b-4bit/distribution","submitFallback":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-lfm2-5-2-6b-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":"","useCase":"community resilience fallback"}},"requestHostedMirror":null},"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":6,"peerFallbacks":{"schemaVersion":"hugging-bay.peer-fallbacks.v1","generatedAt":"2026-10-29T05:51:58.009Z","baseUrl":"https://huggingbay.xyz","artifact":{"id":"hf-model-mlx-community-lfm2-5-2-6b-4bit","repo":"mlx-community/LFM2.5-2.6B-4bit","owner":"mlx-community","name":"LFM2.5-2.6B-4bit","type":"llm","license":"unknown","hostingStatus":"hosted","sourceUrl":""},"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":6,"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-mlx-community-lfm2-5-2-6b-4bit/peer-fallbacks","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-lfm2-5-2-6b-4bit/distribution","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-lfm2-5-2-6b-4bit/download-plan","hostedDownloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mlx-community-lfm2-5-2-6b-4bit&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-mlx-community-lfm2-5-2-6b-4bit","generatedTorrentUrl":null,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-lfm2-5-2-6b-4bit/decentralized-fallbacks","artifactUrl":"https://huggingbay.xyz/artifact/hf-model-mlx-community-lfm2-5-2-6b-4bit","releaseUrl":"https://huggingbay.xyz/releases/hf-model-mlx-community-lfm2-5-2-6b-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},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T05:51:58.004Z","evidence_url":"/api/manifests/hf-model-mlx-community-lfm2-5-2-6b-4bit"}}