{"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":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","readiness":"ready","downloadReady":true,"hostedFileCount":9,"mirroredBytes":6183397273,"readinessCheckedAt":"2026-10-26T08:31:04.406Z","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":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","readiness":"ready","downloadReady":true,"hostedFileCount":9,"mirroredBytes":6183397273,"readinessCheckedAt":"2026-10-26T08:31:04.405Z","readinessSource":"file-check","degraded":false,"stale":false},"generatedAt":"2026-10-26T08:31:04.409Z","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":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","readiness":"ready","downloadReady":true,"hostedFileCount":9,"mirroredBytes":6183397273,"readinessCheckedAt":"2026-10-26T08:31:04.406Z","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":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","readiness":"ready","downloadReady":true,"hostedFileCount":9,"mirroredBytes":6183397273,"readinessCheckedAt":"2026-10-26T08:31:04.405Z","readinessSource":"file-check","degraded":false,"stale":false},"id":"hf-model-plantops-plantops-3b","owner":"PlantOPS","name":"plantops-3b","repo":"PlantOPS/plantops-3b","type":"llm","summary":"Model from Hugging Face for text generation: PlantOPS/plantops-3b · transformers","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":"unsloth/Qwen2.5-3B-Instruct-bnb-4bit"},{"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":"unsloth/Qwen2.5-3B-Instruct-bnb-4bit","field":"baseModel"}],"parameters":null,"size":{"bytes":6183398843,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"PlantOPS","sourceUrl":"https://huggingface.co/PlantOPS/plantops-3b","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","transformers","safetensors","qwen2","text-generation","text-generation-inference","unsloth","conversational","en","base_model:unsloth/qwen2.5-3b-instruct-bnb-4bit","base_model:finetune:unsloth/qwen2.5-3b-instruct-bnb-4bit","license:apache-2.0","endpoints_compatible","region:us","llm","unsloth/qwen2.5-3b-instruct-bnb-4bit"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","jinja","json","safetensors"],"baseModel":"unsloth/Qwen2.5-3B-Instruct-bnb-4bit","derivedFrom":"unsloth/Qwen2.5-3B-Instruct-bnb-4bit","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"unsloth/Qwen2.5-3B-Instruct-bnb-4bit","languages":["en"],"sourceUrl":"https://huggingface.co/PlantOPS/plantops-3b","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","language","license","tags"],"semanticText":"text-generation transformers llm model en unsloth/qwen2.5-3b-instruct-bnb-4bit safetensors base_model:unsloth/qwen2.5-3b-instruct-bnb-4bit base_model:finetune:unsloth/qwen2.5-3b-instruct-bnb-4bit","semanticTerms":["text-generation","transformers","llm","model","en","unsloth/qwen2.5-3b-instruct-bnb-4bit","safetensors","base_model:unsloth/qwen2.5-3b-instruct-bnb-4bit","base_model:finetune:unsloth/qwen2.5-3b-instruct-bnb-4bit"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":597},{"lfs":false,"path":"chat_template.jinja","sizeBytes":2507},{"lfs":false,"path":"config.json","sizeBytes":1790},{"lfs":false,"path":"generation_config.json","sizeBytes":239},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":3968658944},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":2203268048},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":35581},{"lfs":true,"path":"tokenizer.json","sizeBytes":11422356},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":7211}],"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":6183398843,"sizeKnown":true,"sizeLabel":"5.8 GB","sizeReason":"","declaredSizeBytes":6183398843,"defaultDownloadBytes":6171926992,"mirrorCount":1,"downloadCount":65,"stars":0,"citations":0,"updatedAt":"2026-09-03T00:44:43.263Z","createdAt":"2026-06-30T04:18:14.245Z","version":"hf-main","upstream":{"gated":false,"repoId":"PlantOPS/plantops-3b","private":false,"repoUrl":"https://huggingface.co/PlantOPS/plantops-3b","disabled":false,"provider":"huggingface","repoType":"model","revision":"1cc68520ba68a3827f73ddd52b56081577ee5e18","fetchedAt":"2026-09-03T00:00:57.552Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-03T00:44:43.263Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":9,"mirroredBytes":6183397273,"mirroredFiles":9,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true,"serveAuthority":"live-serve-decision","bytesOnStorage":true},"mirrorCompletion":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"completeRunnable":false,"verified":false,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_c0c31a7649cbb678ad40a1bfda36b856fff9c22cfab42087b65e90ddea51bb00","artifactId":"hf-model-plantops-plantops-3b","representationId":"rep-a862fad30956a4e697a30352890b17a18ec0e27256a5a6a99c4cd86ab5a92d37","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-a862fad30956a4e697a30352890b17a18ec0e27256a5a6a99c4cd86ab5a92d37","artifactId":"hf-model-plantops-plantops-3b","format":"safetensors","source":{"provider":"huggingface","identity":"PlantOPS/plantops-3b","revision":"1cc68520ba68a3827f73ddd52b56081577ee5e18","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":597,"sha256":"sha256:5f2902b8b1ecfd7c3d4a2ee2f28c572946f067c94e02784f72b320edc102f106","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:33e79bdad6b260348e45218fc01c40110e293663347d21a945f1de7844f7b140"},{"path":"chat_template.jinja","role":"template","sizeBytes":2507,"sha256":"sha256:cd8e9439f0570856fd70470bf8889ebd8b5d1107207f67a5efb46e342330527f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:56387a63bca99c7f3ec721cd865f6c499620092c53e4305e36c69bfb11d3b1ab"},{"path":"config.json","role":"config","sizeBytes":1790,"sha256":"sha256:5111fffbee80337d619f5b2a7c015d843857c214a178b35019a8faab8577ff08","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:164b10e5e656e2aff23bde2bed071e3ecbc4df6b023c978698b0cd1c64fa919e"},{"path":"generation_config.json","role":"config","sizeBytes":239,"sha256":"sha256:76c26c4ca1e1af4d36e2f50c839106b8dd4a06a2207be3480f301109c5a114ba","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7c8484b4671dfd64b7ed8ebffe2072dc1e26009c723f3668d44c18a11d79af45"},{"path":"model-00001-of-00002.safetensors","role":"weight","sizeBytes":3968658944,"sha256":"sha256:7f818e0daac07398075c8d0e14baaf976790e06064007920eee56efd3da411d4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:221b27162318436f2b74ef70821ab805ae2de72fd1939988058836ffd86fb100"},{"path":"model-00002-of-00002.safetensors","role":"weight","sizeBytes":2203268048,"sha256":"sha256:ecf07296bd6a69b6ee5dfa5c8bc05efc7227a95b0895076b0ce504d44dd17665","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c76dbd4530201b2d43ffb36dd0faeafe1f522b26de38350970fee671e7710516"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":35581,"sha256":"sha256:bc8aaa0c87d4335177e01c765f1de0db81661c67c1a72fbfb0d521b09f5ddc56","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:05fbb34430271f2266d8d9f8c81efc9b993dd87b40041aed13184b4a2a7c2e16"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11422356,"sha256":"sha256:bd5948af71b4f56cf697f7580814c7ce8b80595ef985544efcacf716126a2e31","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:77473a48178685ef419775ab4fa1f042516af6578e42d77e006cae0b53709d92"},{"path":"tokenizer_config.json","role":"config","sizeBytes":7211,"sha256":"sha256:00f8c308b8e66f86e86b7f1a37850521001d8eaa78b1e8265e3fc3283eef8b00","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:86faf68c211deb38d7f2c44db5e0be075258921558807d12832933a38f135b88"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:d9583a19881bb33a22cec2d77c08abcc9462f0261568f6e6da88286607ec947e","representationDigest":"sha256:161a6b85b1cdd7de81cdcf467e74a5bbbea907cccdddef4e2f67ea77b8b210f1","evidenceSnapshotDigest":"sha256:6f011781c372ac1bbca07741f776cf4b792652afa7f40c4b765be12b637d85b6","evaluatedAt":"2026-09-03T00:44:58.535Z","authorityVersion":"sha256:ddba1976233caa0d47844fe3ab709a8d358c49359abaee51f463d6f023f67a1b","invalidatedBy":null,"manifestFinal":true,"downloadable":false,"hosted":true,"hostedFiles":9,"serveAuthority":"live-serve-decision","individuallyHashedFiles":9,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":9,"strictlyDownloadableFiles":9,"strictlyDownloadableHashedFiles":9,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":10,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-26T08:31:04.406Z","evidence_url":"/api/manifests/hf-model-plantops-plantops-3b"},"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":10,"publicDownloadableFileCount":9,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":6183398843,"label":"5.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":65,"upstreamStars":0,"label":"65 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":"PlantOPS/plantops-3b"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/10 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: PlantOPS/plantops-3b","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 9/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":9,"externalFiles":1,"totalFiles":10},"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-plantops-plantops-3b/download-plan"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1570,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":597,"format":"md","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"},{"path":"chat_template.jinja","sizeBytes":2507,"format":"jinja","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"},{"path":"config.json","sizeBytes":1790,"format":"json","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"},{"path":"generation_config.json","sizeBytes":239,"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":"PlantOPS/plantops-3b"}},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-26T08:31:04.406Z","evidence_url":"/api/manifests/hf-model-plantops-plantops-3b"}},"policy":{"verifiedHostedFirst":true,"peerFallbacksRequireReview":true,"licenseMirrorAllowed":true,"noGatedPrivateBypass":true,"noUnreviewedMagnetPublication":true,"note":"Hugging Bay is a verified catalog and selective mirror. Peer-assisted fallback metadata is accepted only for review and is published only after source, license, provenance, and safety checks."},"hostedDownloads":{"status":"hosted","hosted":true,"hostedFiles":9,"readiness":"ready","downloadReady":true,"degraded":false,"stale":false,"serveDecision":{"state":"READY","authority":"live-serve-decision"},"filesUrl":"https://huggingbay.xyz/api/artifacts/hf-model-plantops-plantops-3b/files?limit=100","downloadableFilesUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-plantops-plantops-3b&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-plantops-plantops-3b","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-plantops-plantops-3b/distribution","rows":[{"artifactId":"hf-model-plantops-plantops-3b","visibility":"public","owner":"PlantOPS","name":"plantops-3b","repo":"PlantOPS/plantops-3b","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen2","text-generation","text-generation-inference","unsloth","conversational","en","base_model:unsloth/qwen2.5-3b-instruct-bnb-4bit","base_model:finetune:unsloth/qwen2.5-3b-instruct-bnb-4bit","license:apache-2.0","endpoints_compatible","region:us","llm","unsloth/qwen2.5-3b-instruct-bnb-4bit"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: PlantOPS/plantops-3b · transformers","baseModel":"unsloth/Qwen2.5-3B-Instruct-bnb-4bit","downloadCount":65,"filePath":"chat_template.jinja","format":"jinja","risk":"low","sizeBytes":2507,"sha256":"cd8e9439f0570856fd70470bf8889ebd8b5d1107207f67a5efb46e342330527f","byteVerifiedAt":"2026-09-03T00:41:19.274Z","sourceKind":"mirrored-hf","storageProvider":"","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-plantops-plantops-3b/chat_template.jinja","manifestUrl":"/api/manifests/hf-model-plantops-plantops-3b","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":"2026-09-03T00:48:43.772Z","tools":[],"peerFallbacks":[],"storageKey":"","storageGeneration":"","storageEtag":"","storageBucket":"","externalUrl":null,"downloadPolicy":"capability","landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"reasonCodes":["no-tested-run-plan"],"displayOnly":false,"authorizationRequired":false,"readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":2507,"readinessCheckedAt":"2026-10-26T08:31:04.405Z","readinessSource":"file-check","degraded":false,"stale":false,"publicDownloadableFileCount":1,"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","downloadable":true,"downloadStatus":"READY","serveEvaluatedAt":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":2507,"readinessCheckedAt":"2026-10-26T08:31:04.405Z","readinessSource":"file-check","degraded":false,"stale":false},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-26T08:31:04.405Z","evidence_url":"/api/manifests/hf-model-plantops-plantops-3b"},"signature_state":"signed"},{"artifactId":"hf-model-plantops-plantops-3b","visibility":"public","owner":"PlantOPS","name":"plantops-3b","repo":"PlantOPS/plantops-3b","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen2","text-generation","text-generation-inference","unsloth","conversational","en","base_model:unsloth/qwen2.5-3b-instruct-bnb-4bit","base_model:finetune:unsloth/qwen2.5-3b-instruct-bnb-4bit","license:apache-2.0","endpoints_compatible","region:us","llm","unsloth/qwen2.5-3b-instruct-bnb-4bit"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: PlantOPS/plantops-3b · transformers","baseModel":"unsloth/Qwen2.5-3B-Instruct-bnb-4bit","downloadCount":65,"filePath":"config.json","format":"json","risk":"low","sizeBytes":1790,"sha256":"5111fffbee80337d619f5b2a7c015d843857c214a178b35019a8faab8577ff08","byteVerifiedAt":"2026-09-03T00:41:20.006Z","sourceKind":"mirrored-hf","storageProvider":"","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-plantops-plantops-3b/config.json","manifestUrl":"/api/manifests/hf-model-plantops-plantops-3b","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":"2026-09-03T00:48:43.772Z","tools":[],"peerFallbacks":[],"storageKey":"","storageGeneration":"","storageEtag":"","storageBucket":"","externalUrl":null,"downloadPolicy":"capability","landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"reasonCodes":["no-tested-run-plan"],"displayOnly":false,"authorizationRequired":false,"readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1790,"readinessCheckedAt":"2026-10-26T08:31:04.405Z","readinessSource":"file-check","degraded":false,"stale":false,"publicDownloadableFileCount":1,"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","downloadable":true,"downloadStatus":"READY","serveEvaluatedAt":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1790,"readinessCheckedAt":"2026-10-26T08:31:04.405Z","readinessSource":"file-check","degraded":false,"stale":false},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-26T08:31:04.405Z","evidence_url":"/api/manifests/hf-model-plantops-plantops-3b"},"signature_state":"signed"},{"artifactId":"hf-model-plantops-plantops-3b","visibility":"public","owner":"PlantOPS","name":"plantops-3b","repo":"PlantOPS/plantops-3b","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen2","text-generation","text-generation-inference","unsloth","conversational","en","base_model:unsloth/qwen2.5-3b-instruct-bnb-4bit","base_model:finetune:unsloth/qwen2.5-3b-instruct-bnb-4bit","license:apache-2.0","endpoints_compatible","region:us","llm","unsloth/qwen2.5-3b-instruct-bnb-4bit"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: PlantOPS/plantops-3b · transformers","baseModel":"unsloth/Qwen2.5-3B-Instruct-bnb-4bit","downloadCount":65,"filePath":"generation_config.json","format":"json","risk":"low","sizeBytes":239,"sha256":"76c26c4ca1e1af4d36e2f50c839106b8dd4a06a2207be3480f301109c5a114ba","byteVerifiedAt":"2026-09-03T00:41:20.980Z","sourceKind":"mirrored-hf","storageProvider":"","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-plantops-plantops-3b/generation_config.json","manifestUrl":"/api/manifests/hf-model-plantops-plantops-3b","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":"2026-09-03T00:48:43.772Z","tools":[],"peerFallbacks":[],"storageKey":"","storageGeneration":"","storageEtag":"","storageBucket":"","externalUrl":null,"downloadPolicy":"capability","landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"reasonCodes":["no-tested-run-plan"],"displayOnly":false,"authorizationRequired":false,"readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":239,"readinessCheckedAt":"2026-10-26T08:31:04.405Z","readinessSource":"file-check","degraded":false,"stale":false,"publicDownloadableFileCount":1,"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","downloadable":true,"downloadStatus":"READY","serveEvaluatedAt":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":239,"readinessCheckedAt":"2026-10-26T08:31:04.405Z","readinessSource":"file-check","degraded":false,"stale":false},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-26T08:31:04.405Z","evidence_url":"/api/manifests/hf-model-plantops-plantops-3b"},"signature_state":"signed"},{"artifactId":"hf-model-plantops-plantops-3b","visibility":"public","owner":"PlantOPS","name":"plantops-3b","repo":"PlantOPS/plantops-3b","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen2","text-generation","text-generation-inference","unsloth","conversational","en","base_model:unsloth/qwen2.5-3b-instruct-bnb-4bit","base_model:finetune:unsloth/qwen2.5-3b-instruct-bnb-4bit","license:apache-2.0","endpoints_compatible","region:us","llm","unsloth/qwen2.5-3b-instruct-bnb-4bit"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: PlantOPS/plantops-3b · transformers","baseModel":"unsloth/Qwen2.5-3B-Instruct-bnb-4bit","downloadCount":65,"filePath":"model-00001-of-00002.safetensors","format":"safetensors","risk":"low","sizeBytes":3968658944,"sha256":"7f818e0daac07398075c8d0e14baaf976790e06064007920eee56efd3da411d4","byteVerifiedAt":"2026-09-03T00:43:19.727Z","sourceKind":"mirrored-hf","storageProvider":"","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-plantops-plantops-3b/model-00001-of-00002.safetensors","manifestUrl":"/api/manifests/hf-model-plantops-plantops-3b","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":"2026-09-03T00:48:43.772Z","tools":[],"peerFallbacks":[],"storageKey":"","storageGeneration":"","storageEtag":"","storageBucket":"","externalUrl":null,"downloadPolicy":"capability","landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"reasonCodes":["no-tested-run-plan"],"displayOnly":false,"authorizationRequired":false,"readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":3968658944,"readinessCheckedAt":"2026-10-26T08:31:04.405Z","readinessSource":"file-check","degraded":false,"stale":false,"publicDownloadableFileCount":1,"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","downloadable":true,"downloadStatus":"READY","serveEvaluatedAt":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":3968658944,"readinessCheckedAt":"2026-10-26T08:31:04.405Z","readinessSource":"file-check","degraded":false,"stale":false},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-26T08:31:04.405Z","evidence_url":"/api/manifests/hf-model-plantops-plantops-3b"},"signature_state":"signed"},{"artifactId":"hf-model-plantops-plantops-3b","visibility":"public","owner":"PlantOPS","name":"plantops-3b","repo":"PlantOPS/plantops-3b","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen2","text-generation","text-generation-inference","unsloth","conversational","en","base_model:unsloth/qwen2.5-3b-instruct-bnb-4bit","base_model:finetune:unsloth/qwen2.5-3b-instruct-bnb-4bit","license:apache-2.0","endpoints_compatible","region:us","llm","unsloth/qwen2.5-3b-instruct-bnb-4bit"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: PlantOPS/plantops-3b · transformers","baseModel":"unsloth/Qwen2.5-3B-Instruct-bnb-4bit","downloadCount":65,"filePath":"model-00002-of-00002.safetensors","format":"safetensors","risk":"low","sizeBytes":2203268048,"sha256":"ecf07296bd6a69b6ee5dfa5c8bc05efc7227a95b0895076b0ce504d44dd17665","byteVerifiedAt":"2026-09-03T00:44:32.629Z","sourceKind":"mirrored-hf","storageProvider":"","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-plantops-plantops-3b/model-00002-of-00002.safetensors","manifestUrl":"/api/manifests/hf-model-plantops-plantops-3b","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":"2026-09-03T00:48:43.772Z","tools":[],"peerFallbacks":[],"storageKey":"","storageGeneration":"","storageEtag":"","storageBucket":"","externalUrl":null,"downloadPolicy":"capability","landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"reasonCodes":["no-tested-run-plan"],"displayOnly":false,"authorizationRequired":false,"readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":2203268048,"readinessCheckedAt":"2026-10-26T08:31:04.405Z","readinessSource":"file-check","degraded":false,"stale":false,"publicDownloadableFileCount":1,"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","downloadable":true,"downloadStatus":"READY","serveEvaluatedAt":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":2203268048,"readinessCheckedAt":"2026-10-26T08:31:04.405Z","readinessSource":"file-check","degraded":false,"stale":false},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-26T08:31:04.405Z","evidence_url":"/api/manifests/hf-model-plantops-plantops-3b"},"signature_state":"signed"},{"artifactId":"hf-model-plantops-plantops-3b","visibility":"public","owner":"PlantOPS","name":"plantops-3b","repo":"PlantOPS/plantops-3b","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen2","text-generation","text-generation-inference","unsloth","conversational","en","base_model:unsloth/qwen2.5-3b-instruct-bnb-4bit","base_model:finetune:unsloth/qwen2.5-3b-instruct-bnb-4bit","license:apache-2.0","endpoints_compatible","region:us","llm","unsloth/qwen2.5-3b-instruct-bnb-4bit"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: PlantOPS/plantops-3b · transformers","baseModel":"unsloth/Qwen2.5-3B-Instruct-bnb-4bit","downloadCount":65,"filePath":"model.safetensors.index.json","format":"json","risk":"low","sizeBytes":35581,"sha256":"bc8aaa0c87d4335177e01c765f1de0db81661c67c1a72fbfb0d521b09f5ddc56","byteVerifiedAt":"2026-09-03T00:44:33.291Z","sourceKind":"mirrored-hf","storageProvider":"","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-plantops-plantops-3b/model.safetensors.index.json","manifestUrl":"/api/manifests/hf-model-plantops-plantops-3b","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":"2026-09-03T00:48:43.772Z","tools":[],"peerFallbacks":[],"storageKey":"","storageGeneration":"","storageEtag":"","storageBucket":"","externalUrl":null,"downloadPolicy":"capability","landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"reasonCodes":["no-tested-run-plan"],"displayOnly":false,"authorizationRequired":false,"readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":35581,"readinessCheckedAt":"2026-10-26T08:31:04.405Z","readinessSource":"file-check","degraded":false,"stale":false,"publicDownloadableFileCount":1,"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","downloadable":true,"downloadStatus":"READY","serveEvaluatedAt":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":35581,"readinessCheckedAt":"2026-10-26T08:31:04.405Z","readinessSource":"file-check","degraded":false,"stale":false},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-26T08:31:04.405Z","evidence_url":"/api/manifests/hf-model-plantops-plantops-3b"},"signature_state":"signed"},{"artifactId":"hf-model-plantops-plantops-3b","visibility":"public","owner":"PlantOPS","name":"plantops-3b","repo":"PlantOPS/plantops-3b","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen2","text-generation","text-generation-inference","unsloth","conversational","en","base_model:unsloth/qwen2.5-3b-instruct-bnb-4bit","base_model:finetune:unsloth/qwen2.5-3b-instruct-bnb-4bit","license:apache-2.0","endpoints_compatible","region:us","llm","unsloth/qwen2.5-3b-instruct-bnb-4bit"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: PlantOPS/plantops-3b · transformers","baseModel":"unsloth/Qwen2.5-3B-Instruct-bnb-4bit","downloadCount":65,"filePath":"README.md","format":"md","risk":"low","sizeBytes":597,"sha256":"5f2902b8b1ecfd7c3d4a2ee2f28c572946f067c94e02784f72b320edc102f106","byteVerifiedAt":"2026-09-03T00:41:18.546Z","sourceKind":"mirrored-hf","storageProvider":"","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-plantops-plantops-3b/README.md","manifestUrl":"/api/manifests/hf-model-plantops-plantops-3b","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":"2026-09-03T00:48:43.772Z","tools":[],"peerFallbacks":[],"storageKey":"","storageGeneration":"","storageEtag":"","storageBucket":"","externalUrl":null,"downloadPolicy":"capability","landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"reasonCodes":["no-tested-run-plan"],"displayOnly":false,"authorizationRequired":false,"readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":597,"readinessCheckedAt":"2026-10-26T08:31:04.405Z","readinessSource":"file-check","degraded":false,"stale":false,"publicDownloadableFileCount":1,"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","downloadable":true,"downloadStatus":"READY","serveEvaluatedAt":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":597,"readinessCheckedAt":"2026-10-26T08:31:04.405Z","readinessSource":"file-check","degraded":false,"stale":false},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-26T08:31:04.405Z","evidence_url":"/api/manifests/hf-model-plantops-plantops-3b"},"signature_state":"signed"},{"artifactId":"hf-model-plantops-plantops-3b","visibility":"public","owner":"PlantOPS","name":"plantops-3b","repo":"PlantOPS/plantops-3b","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen2","text-generation","text-generation-inference","unsloth","conversational","en","base_model:unsloth/qwen2.5-3b-instruct-bnb-4bit","base_model:finetune:unsloth/qwen2.5-3b-instruct-bnb-4bit","license:apache-2.0","endpoints_compatible","region:us","llm","unsloth/qwen2.5-3b-instruct-bnb-4bit"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: PlantOPS/plantops-3b · transformers","baseModel":"unsloth/Qwen2.5-3B-Instruct-bnb-4bit","downloadCount":65,"filePath":"tokenizer_config.json","format":"json","risk":"low","sizeBytes":7211,"sha256":"00f8c308b8e66f86e86b7f1a37850521001d8eaa78b1e8265e3fc3283eef8b00","byteVerifiedAt":"2026-09-03T00:44:35.982Z","sourceKind":"mirrored-hf","storageProvider":"","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-plantops-plantops-3b/tokenizer_config.json","manifestUrl":"/api/manifests/hf-model-plantops-plantops-3b","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":"2026-09-03T00:48:43.772Z","tools":[],"peerFallbacks":[],"storageKey":"","storageGeneration":"","storageEtag":"","storageBucket":"","externalUrl":null,"downloadPolicy":"capability","landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"reasonCodes":["no-tested-run-plan"],"displayOnly":false,"authorizationRequired":false,"readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":7211,"readinessCheckedAt":"2026-10-26T08:31:04.405Z","readinessSource":"file-check","degraded":false,"stale":false,"publicDownloadableFileCount":1,"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","downloadable":true,"downloadStatus":"READY","serveEvaluatedAt":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":7211,"readinessCheckedAt":"2026-10-26T08:31:04.405Z","readinessSource":"file-check","degraded":false,"stale":false},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-26T08:31:04.405Z","evidence_url":"/api/manifests/hf-model-plantops-plantops-3b"},"signature_state":"signed"},{"artifactId":"hf-model-plantops-plantops-3b","visibility":"public","owner":"PlantOPS","name":"plantops-3b","repo":"PlantOPS/plantops-3b","type":"llm","task":"text-generation","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen2","text-generation","text-generation-inference","unsloth","conversational","en","base_model:unsloth/qwen2.5-3b-instruct-bnb-4bit","base_model:finetune:unsloth/qwen2.5-3b-instruct-bnb-4bit","license:apache-2.0","endpoints_compatible","region:us","llm","unsloth/qwen2.5-3b-instruct-bnb-4bit"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text generation: PlantOPS/plantops-3b · transformers","baseModel":"unsloth/Qwen2.5-3B-Instruct-bnb-4bit","downloadCount":65,"filePath":"tokenizer.json","format":"json","risk":"low","sizeBytes":11422356,"sha256":"bd5948af71b4f56cf697f7580814c7ce8b80595ef985544efcacf716126a2e31","byteVerifiedAt":"2026-09-03T00:44:35.095Z","sourceKind":"mirrored-hf","storageProvider":"","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-plantops-plantops-3b/tokenizer.json","manifestUrl":"/api/manifests/hf-model-plantops-plantops-3b","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":"2026-09-03T00:48:43.772Z","tools":[],"peerFallbacks":[],"storageKey":"","storageGeneration":"","storageEtag":"","storageBucket":"","externalUrl":null,"downloadPolicy":"capability","landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"reasonCodes":["no-tested-run-plan"],"displayOnly":false,"authorizationRequired":false,"readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":11422356,"readinessCheckedAt":"2026-10-26T08:31:04.405Z","readinessSource":"file-check","degraded":false,"stale":false,"publicDownloadableFileCount":1,"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","downloadable":true,"downloadStatus":"READY","serveEvaluatedAt":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-26T08:31:04.405Z","serveEvaluationId":"serve-845e52b0909032f49553a70c4aa4f0bc48caae208287f8ad2df43deeabc48671","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":11422356,"readinessCheckedAt":"2026-10-26T08:31:04.405Z","readinessSource":"file-check","degraded":false,"stale":false},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-26T08:31:04.405Z","evidence_url":"/api/manifests/hf-model-plantops-plantops-3b"},"signature_state":"signed"}]},"upstream":{"provider":"huggingface","repoId":"PlantOPS/plantops-3b","repoUrl":"https://huggingface.co/PlantOPS/plantops-3b","externalMetadataOnly":false},"decentralizedFallbacks":{"protocol":"bittorrent-magnet-metadata","verifiedCount":0,"pendingReviewCount":0,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-plantops-plantops-3b/decentralized-fallbacks","reviewQueueUrl":"https://huggingbay.xyz/api/artifacts/hf-model-plantops-plantops-3b/distribution","verified":[],"pendingReview":[],"readiness":{"status":"not-ready","ready":false,"reviewRequired":true,"publishActualMagnetOnlyAfterReview":true,"protocol":"bittorrent-magnet-metadata","torrentName":"PlantOPS-plantops-3b","licenseAllowed":true,"sameAsUpstreamRequired":true,"sourceUrl":"https://huggingface.co/PlantOPS/plantops-3b","manifestUrl":null,"distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-plantops-plantops-3b/distribution","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-plantops-plantops-3b","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-plantops-plantops-3b/download-plan","requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-plantops-plantops-3b/decentralized-fallbacks","manifestDigest":"sha256:34e0fdb9f13b1aa5dfc0cff578a6e779c4a5a42045629aa2284224c28cbac912","fileCount":9,"totalBytes":6183397273,"files":[{"path":"","sizeBytes":2507,"sha256":"cd8e9439f0570856fd70470bf8889ebd8b5d1107207f67a5efb46e342330527f","downloadUrl":"/api/downloads/hf-model-plantops-plantops-3b/chat_template.jinja"},{"path":"","sizeBytes":1790,"sha256":"5111fffbee80337d619f5b2a7c015d843857c214a178b35019a8faab8577ff08","downloadUrl":"/api/downloads/hf-model-plantops-plantops-3b/config.json"},{"path":"","sizeBytes":239,"sha256":"76c26c4ca1e1af4d36e2f50c839106b8dd4a06a2207be3480f301109c5a114ba","downloadUrl":"/api/downloads/hf-model-plantops-plantops-3b/generation_config.json"},{"path":"","sizeBytes":3968658944,"sha256":"7f818e0daac07398075c8d0e14baaf976790e06064007920eee56efd3da411d4","downloadUrl":"/api/downloads/hf-model-plantops-plantops-3b/model-00001-of-00002.safetensors"},{"path":"","sizeBytes":2203268048,"sha256":"ecf07296bd6a69b6ee5dfa5c8bc05efc7227a95b0895076b0ce504d44dd17665","downloadUrl":"/api/downloads/hf-model-plantops-plantops-3b/model-00002-of-00002.safetensors"},{"path":"","sizeBytes":35581,"sha256":"bc8aaa0c87d4335177e01c765f1de0db81661c67c1a72fbfb0d521b09f5ddc56","downloadUrl":"/api/downloads/hf-model-plantops-plantops-3b/model.safetensors.index.json"},{"path":"","sizeBytes":597,"sha256":"5f2902b8b1ecfd7c3d4a2ee2f28c572946f067c94e02784f72b320edc102f106","downloadUrl":"/api/downloads/hf-model-plantops-plantops-3b/README.md"},{"path":"","sizeBytes":7211,"sha256":"00f8c308b8e66f86e86b7f1a37850521001d8eaa78b1e8265e3fc3283eef8b00","downloadUrl":"/api/downloads/hf-model-plantops-plantops-3b/tokenizer_config.json"},{"path":"","sizeBytes":11422356,"sha256":"bd5948af71b4f56cf697f7580814c7ce8b80595ef985544efcacf716126a2e31","downloadUrl":"/api/downloads/hf-model-plantops-plantops-3b/tokenizer.json"}],"blockers":["manifest-not-final"],"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-plantops-plantops-3b/distribution","submitFallback":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-plantops-plantops-3b/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/PlantOPS/plantops-3b","useCase":"community resilience fallback"}},"requestHostedMirror":null},"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":9,"peerFallbacks":{"schemaVersion":"hugging-bay.peer-fallbacks.v1","generatedAt":"2026-10-26T08:31:04.411Z","baseUrl":"https://huggingbay.xyz","artifact":{"id":"hf-model-plantops-plantops-3b","repo":"PlantOPS/plantops-3b","owner":"PlantOPS","name":"plantops-3b","type":"llm","license":"apache-2.0","hostingStatus":"unknown","sourceUrl":"https://huggingface.co/PlantOPS/plantops-3b"},"policy":{"reviewRequired":true,"noUnreviewedMagnetPublication":true,"noGatedPrivateBypass":true,"hostedHashVerificationRequired":true,"directTorrentGeneration":false,"note":"Hosted torrents are generated only from the exact serving-eligibility authority with full-byte verification. Third-party peer-fallback metadata remains separately review-gated and unreviewed magnets are never published."},"summary":{"hostedFiles":9,"filesWithReviewedFallbacks":0,"reviewedFileFallbacks":0,"reviewedArtifactFallbacks":0,"reviewedFallbacks":0,"reviewedTorrentSources":0,"pendingReviewRequests":0,"ready":false},"readiness":{"state":"unknown","completeRunnable":false,"verified":false,"runReady":false,"reason":"recorded-evaluator-not-integrated"},"verifiedFallbacks":[],"files":[],"pendingReview":[],"actions":{"web":"https://huggingbay.xyz/artifact/hf-model-plantops-plantops-3b/peer-fallbacks","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-plantops-plantops-3b/distribution","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-plantops-plantops-3b/download-plan","hostedDownloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-plantops-plantops-3b&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-plantops-plantops-3b","generatedTorrentUrl":null,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-plantops-plantops-3b/decentralized-fallbacks","artifactUrl":"https://huggingbay.xyz/artifact/hf-model-plantops-plantops-3b","releaseUrl":"https://huggingbay.xyz/releases/hf-model-plantops-plantops-3b"},"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":"2026-10-26T08:31:04.406Z","evidence_url":"/api/manifests/hf-model-plantops-plantops-3b"}}