{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T22:00:33.232Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-segolilylabs-lily-cybersecurity-7b-v0-2","repo":"segolilylabs/Lily-Cybersecurity-7B-v0.2","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":12,"mirroredBytes":28968783932,"readinessCheckedAt":"2026-10-31T19:15:03.595Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":12,"mirroredBytes":28968783932,"readinessCheckedAt":"2026-10-31T19:15:03.595Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-segolilylabs-lily-cybersecurity-7b-v0-2","owner":"segolilylabs","name":"Lily-Cybersecurity-7B-v0.2","repo":"segolilylabs/Lily-Cybersecurity-7B-v0.2","type":"llm","summary":"Model from Hugging Face for text generation: segolilylabs/Lily-Cybersecurity-7B-v0.2 · 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":"mistralai/Mistral-7B-Instruct-v0.2"},{"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":"mistralai/Mistral-7B-Instruct-v0.2","field":"baseModel"}],"parameters":null,"size":{"bytes":28970440932,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"segolilylabs","sourceUrl":"https://huggingface.co/segolilylabs/Lily-Cybersecurity-7B-v0.2","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","mistral","text-generation","cybersecurity","cyber security","hacking","instruct","finetune","conversational","en","base_model:mistralai/mistral-7b-instruct-v0.2","base_model:finetune:mistralai/mistral-7b-instruct-v0.2","license:apache-2.0","text-generation-inference","endpoints_compatible","deploy:azure","region:us","llm","mistralai/mistral-7b-instruct-v0.2"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","png","safetensors"],"baseModel":"mistralai/Mistral-7B-Instruct-v0.2","derivedFrom":"mistralai/Mistral-7B-Instruct-v0.2","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"mistralai/Mistral-7B-Instruct-v0.2","languages":["en"],"sourceUrl":"https://huggingface.co/segolilylabs/Lily-Cybersecurity-7B-v0.2","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","language","license","tags"],"semanticText":"text-generation transformers llm model en mistralai/mistral-7b-instruct-v0.2 safetensors instruct base_model:mistralai/mistral-7b-instruct-v0.2 base_model:finetune:mistralai/mistral-7b-instruct-v0.2","semanticTerms":["text-generation","transformers","llm","model","en","mistralai/mistral-7b-instruct-v0.2","safetensors","instruct","base_model:mistralai/mistral-7b-instruct-v0.2","base_model:finetune:mistralai/mistral-7b-instruct-v0.2"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1612},{"lfs":false,"path":"README.md","sizeBytes":4581},{"lfs":false,"path":"config.json","sizeBytes":653},{"lfs":false,"path":"generation_config.json","sizeBytes":111},{"lfs":true,"path":"lily-7b.png","sizeBytes":1524642},{"lfs":false,"path":"lily-chat1.png","sizeBytes":126165},{"lfs":true,"path":"model-00001-of-00006.safetensors","sizeBytes":4987196936},{"lfs":true,"path":"model-00002-of-00006.safetensors","sizeBytes":4899116440},{"lfs":true,"path":"model-00003-of-00006.safetensors","sizeBytes":4999813120},{"lfs":true,"path":"model-00004-of-00006.safetensors","sizeBytes":4999813128},{"lfs":true,"path":"model-00005-of-00006.safetensors","sizeBytes":4832007496},{"lfs":true,"path":"model-00006-of-00006.safetensors","sizeBytes":4249014896},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":23950},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":437},{"lfs":false,"path":"tokenizer.json","sizeBytes":1795303},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1462}],"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":28970440932,"sizeKnown":true,"sizeLabel":"27.0 GB","sizeReason":"","declaredSizeBytes":28970440932,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":952,"stars":153,"citations":0,"updatedAt":"2026-09-26T17:12:18.895Z","createdAt":"2026-06-30T02:15:40.977Z","version":"hf-main","upstream":{"gated":false,"repoId":"segolilylabs/Lily-Cybersecurity-7B-v0.2","private":false,"repoUrl":"https://huggingface.co/segolilylabs/Lily-Cybersecurity-7B-v0.2","disabled":false,"provider":"huggingface","repoType":"model","revision":"1f97cc4e50401717e0ebee7780284a8ad113793e","fetchedAt":"2026-09-26T16:48:03.405Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-26T17:12:18.895Z","mirroredBy":"mirror-batch-worker","totalFiles":16,"hostedFiles":12,"mirroredBytes":28968783932,"mirroredFiles":12,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"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_827a38b21e792bbc8bbf0421384240aa0942b5e21d354cb5901b850c2258061d","artifactId":"hf-model-segolilylabs-lily-cybersecurity-7b-v0-2","representationId":"rep-27909b944d3152b8f5543708bde5ff6a9fd9e847f38aa42364e9cbbe6689ef73","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-27909b944d3152b8f5543708bde5ff6a9fd9e847f38aa42364e9cbbe6689ef73","artifactId":"hf-model-segolilylabs-lily-cybersecurity-7b-v0-2","format":"safetensors","source":{"provider":"huggingface","identity":"segolilylabs/Lily-Cybersecurity-7B-v0.2","revision":"1f97cc4e50401717e0ebee7780284a8ad113793e","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":653,"sha256":"sha256:fbf146f38b9c085a994d240a78097893bf15ea0e21e643f7e1a07c48891f798f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ac2b4408a91b28dbe2d617da492596669559bb578b80a769806989737ac01656"},{"path":"generation_config.json","role":"config","sizeBytes":111,"sha256":"sha256:741acba7f5e235dac0e6865ecc212bbadb1ab1d6d853de7d759268cb62aaf2b4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:647b075456bfb3b45b09d1927ce34a6aa3594e81c37119ac4c92f5cc592fdf13"},{"path":"model-00001-of-00006.safetensors","role":"weight","sizeBytes":4987196936,"sha256":"sha256:c88035b8d12b21b9ce54fab9158faf7f7fe2fac56031ff3ff326433089fc3154","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:abeb5fa321999993df02956e9cdf4e2e7195aa2b8231831bc6933f6677c9edb1"},{"path":"model-00002-of-00006.safetensors","role":"weight","sizeBytes":4899116440,"sha256":"sha256:4fb6013e841b7218db7a94e1adc2afb276f81a4fb51ce9892c30116081dfee58","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:686f426eccd30d0648ed1939710adb6db89c67defdf1997dcdc3ca16de7c6e41"},{"path":"model-00003-of-00006.safetensors","role":"weight","sizeBytes":4999813120,"sha256":"sha256:25f5d17c0ac4ea29030a68aa3268d7709e93529607464040eccc11ba89d2216d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a8b965ccf0831abd6dfa319776c6854bcfaa15382ac55f6183b13d8d329dde05"},{"path":"model-00004-of-00006.safetensors","role":"weight","sizeBytes":4999813128,"sha256":"sha256:db29e9f6994f6849da23a23cddf3fe90aca87949c36c10bce23a6d7d9f5182db","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4f4d4a0620f731cddd70e9d7922f5fc52ce0259c1a2078138edd2e70e73ebc1d"},{"path":"model-00005-of-00006.safetensors","role":"weight","sizeBytes":4832007496,"sha256":"sha256:bd455cef82a10838e0fae11a90a5e970967be954c4a5d9d85ceba423b87a4d3b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0fbe0704f7776d02eb5af8b2c8acde032fcae317aafe3c29ee37ad933fde849d"},{"path":"model-00006-of-00006.safetensors","role":"weight","sizeBytes":4249014896,"sha256":"sha256:efa0ae20057c3e65ddb9d86a91477058920757902921f6fd94adc390e5c2c688","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b186bfe6072231d843c0d0dfa2d826b0b6073b14b8531aae0ed8fa3ccb7e04e0"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":23950,"sha256":"sha256:f0cb2f153f1cc69af0264f8e24a6152638231bf06c84c68763d6d70ae153ed51","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d9cc20835066c2c21d265d0b0cece7d87078b9a0eb7cb97a4de608057174796a"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":437,"sha256":"sha256:4452b845ab9ca2afa863f59f1411a959e8a32bb4334e264b0e71d5d17dd4dcb9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8df77ea814f5bb25fbb293c327bb05e7965f5a62b7b7143c872d493557fe9c88"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":1795303,"sha256":"sha256:fc4f0bd70b3709312d9d1d9e5ba674794b6bc5abc17429897a540f93882f25fc","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c07add1cafd0d10fd3dd51df13ab6203e483572e94ba7a399a14d4c7787333c9"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1462,"sha256":"sha256:1fecba4662913b858284283b3dc0b99350e9843b77d96b5d04884bb98ad23411","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:babb9846b6d5648baf953ffec26e81a4d4ff48f9207671f017d92e89dc756950"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:442ac21512d77a00d40d7cdca3695f568fb4662f9e17e291de902f6cd6e7f6ea","representationDigest":"sha256:1ef295065ea2baa9b19ae9c5efbbc74971cea59920c0490b78096a6a6183291b","evidenceSnapshotDigest":"sha256:9c39ffbfaabf348e9bf5bd7d16d597c2cbd76b116b8298c30587c6253e34a22d","evaluatedAt":"2026-09-26T17:12:19.523Z","authorityVersion":"sha256:f27ad653ed41465cd519500e11c928c580c3029663d9a3ca947c095e8fc8ee0f","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":12,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":16,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T19:15:03.595Z","evidence_url":"/api/manifests/hf-model-segolilylabs-lily-cybersecurity-7b-v0-2"}},"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."},"communityReviewSummary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"quarantined-untrusted-evidence","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"benchmarkEvidenceSummary":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"hostingStatus":"hosted","hosted":true,"fileCount":16,"publicDownloadableFileCount":12,"externalFileCount":16,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":28970440932,"label":"27.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":952,"upstreamStars":153,"label":"952 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":"segolilylabs/Lily-Cybersecurity-7B-v0.2"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"12/16 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: segolilylabs/Lily-Cybersecurity-7B-v0.2","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 12/16 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":12,"externalFiles":4,"totalFiles":16},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-segolilylabs-lily-cybersecurity-7b-v0-2/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"segolilylabs/Lily-Cybersecurity-7B-v0.2"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T19:15:03.595Z","evidence_url":"/api/manifests/hf-model-segolilylabs-lily-cybersecurity-7b-v0-2"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-segolilylabs-lily-cybersecurity-7b-v0-2/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-segolilylabs-lily-cybersecurity-7b-v0-2/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-segolilylabs-lily-cybersecurity-7b-v0-2/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-segolilylabs-lily-cybersecurity-7b-v0-2","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-segolilylabs-lily-cybersecurity-7b-v0-2/agent-bundle","summary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"self-reported-unqualified","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"rating":{"count":0,"average":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"categoryAverages":{},"categoryCounts":{},"helpfulCount":0,"reportCount":0,"reportedReviews":0},"verifiedRuns":0,"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"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":"segolilylabs/Lily-Cybersecurity-7B-v0.2"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"12/16 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: segolilylabs/Lily-Cybersecurity-7B-v0.2","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 12/16 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":12,"externalFiles":4,"totalFiles":16},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-segolilylabs-lily-cybersecurity-7b-v0-2/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-segolilylabs-lily-cybersecurity-7b-v0-2/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-segolilylabs-lily-cybersecurity-7b-v0-2/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-segolilylabs-lily-cybersecurity-7b-v0-2","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-segolilylabs-lily-cybersecurity-7b-v0-2/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-segolilylabs-lily-cybersecurity-7b-v0-2/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-segolilylabs-lily-cybersecurity-7b-v0-2/distribution"},"supportedClaims":["segolilylabs/Lily-Cybersecurity-7B-v0.2 has 0 self-reported, unqualified Hugging Bay community reviews.","segolilylabs/Lily-Cybersecurity-7B-v0.2 has 0 self-reported run claims; none qualify verification during limited availability.","segolilylabs/Lily-Cybersecurity-7B-v0.2 has 0 self-reported benchmark or performance evidence items; none affect product decisions."],"claimBoundaries":["This endpoint is an unqualified evidence record. Its contents do not affect ranking, Finder, facts, request state, badges, cards, JSON-LD, or reputation.","Do not treat missing reviews as negative quality evidence.","Do not claim Hugging Bay hosts artifact files unless hosted/downloadable endpoints show hosted rows.","Do not infer safety, legality, or production readiness beyond the displayed license, trust, scan, and review evidence."]},"actions":{"readFullReviews":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-segolilylabs-lily-cybersecurity-7b-v0-2/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-segolilylabs-lily-cybersecurity-7b-v0-2/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-segolilylabs-lily-cybersecurity-7b-v0-2"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-segolilylabs-lily-cybersecurity-7b-v0-2/agent-bundle"}},"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."}}