{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T09:14:38.612Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-quantfactory-foundation-sec-8b-gguf","repo":"QuantFactory/Foundation-Sec-8B-GGUF","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T08:10:49.907Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T08:10:49.907Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-quantfactory-foundation-sec-8b-gguf","owner":"QuantFactory","name":"Foundation-Sec-8B-GGUF","repo":"QuantFactory/Foundation-Sec-8B-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: QuantFactory/Foundation-Sec-8B-GGUF · transformers","cardDescription":"Generates text by continuing a prompt.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for generating text.","confidence":"medium","task":"text-generation","audience":null,"basis":"recorded-metadata","rules":["task:text-generation"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":72736789874,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"QuantFactory","sourceUrl":"https://huggingface.co/QuantFactory/Foundation-Sec-8B-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","gguf","security","text-generation","en","arxiv:2504.21039","base_model:meta-llama/llama-3.1-8b","base_model:quantized:meta-llama/llama-3.1-8b","license:apache-2.0","endpoints_compatible","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","gguf","md"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2504.21039"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/QuantFactory/Foundation-Sec-8B-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","language","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model en gguf","semanticTerms":["text-generation","transformers","llm","model","en","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2429},{"lfs":true,"path":"Foundation-Sec-8B.Q2_K.gguf","sizeBytes":3179736672},{"lfs":true,"path":"Foundation-Sec-8B.Q3_K_L.gguf","sizeBytes":4322614880},{"lfs":true,"path":"Foundation-Sec-8B.Q3_K_M.gguf","sizeBytes":4019576416},{"lfs":true,"path":"Foundation-Sec-8B.Q3_K_S.gguf","sizeBytes":3665157728},{"lfs":true,"path":"Foundation-Sec-8B.Q4_0.gguf","sizeBytes":4661939808},{"lfs":true,"path":"Foundation-Sec-8B.Q4_1.gguf","sizeBytes":5131013728},{"lfs":true,"path":"Foundation-Sec-8B.Q4_K_M.gguf","sizeBytes":4921462368},{"lfs":true,"path":"Foundation-Sec-8B.Q4_K_S.gguf","sizeBytes":4693397088},{"lfs":true,"path":"Foundation-Sec-8B.Q5_0.gguf","sizeBytes":5600087648},{"lfs":true,"path":"Foundation-Sec-8B.Q5_1.gguf","sizeBytes":6069161568},{"lfs":true,"path":"Foundation-Sec-8B.Q5_K_M.gguf","sizeBytes":5733781088},{"lfs":true,"path":"Foundation-Sec-8B.Q5_K_S.gguf","sizeBytes":5600087648},{"lfs":true,"path":"Foundation-Sec-8B.Q6_K.gguf","sizeBytes":6596869728},{"lfs":true,"path":"Foundation-Sec-8B.Q8_0.gguf","sizeBytes":8541888096},{"lfs":false,"path":"README.md","sizeBytes":12981}],"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":72736789874,"sizeKnown":true,"sizeLabel":"67.7 GB","sizeReason":"","declaredSizeBytes":72736789874,"defaultDownloadBytes":4921462368,"mirrorCount":1,"downloadCount":112,"stars":2,"citations":0,"updatedAt":"2026-08-28T10:01:41.221Z","createdAt":"2026-06-30T04:01:56.955Z","version":"hf-main","upstream":{"gated":false,"repoId":"QuantFactory/Foundation-Sec-8B-GGUF","private":false,"repoUrl":"https://huggingface.co/QuantFactory/Foundation-Sec-8B-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"714edc605c4df253e232053202af4f3b4bb662f5","fetchedAt":"2026-08-28T09:29:01.854Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-08-28T10:01:41.221Z","mirroredBy":"mirror-batch-worker","totalFiles":16,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"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_5bcd58b8bdbf4be1dd42a52d6636b465448280c305d5c30ff280b53babfeeab2","artifactId":"hf-model-quantfactory-foundation-sec-8b-gguf","representationId":"rep-2099aea9d6907c215977164e8b00c7f5d70bbe196978391fa26d6b4e2bd66752","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-2099aea9d6907c215977164e8b00c7f5d70bbe196978391fa26d6b4e2bd66752","artifactId":"hf-model-quantfactory-foundation-sec-8b-gguf","format":"gguf","source":{"provider":"huggingface","identity":"QuantFactory/Foundation-Sec-8B-GGUF","revision":"714edc605c4df253e232053202af4f3b4bb662f5","immutable":true},"files":[{"path":"Foundation-Sec-8B.Q4_K_M.gguf","role":"weight","sizeBytes":4921462368,"sha256":"sha256:bfd7057a787adf788143ebaf570fe999ad446b15a7c8c434521b8ae6dddc051d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:08aca3dc8c93e9f21c1fb09aea9f684c837232ba8b44c525d4ffc5de4609341e"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:5d046344e2781290202073b121310cfcdbb233115ac0092da230be804db615d5","representationDigest":"sha256:6471cb8ce6e3679019e45cb016eb20eac70d85d6c111dd7f98941c8795ef1f3b","evidenceSnapshotDigest":"sha256:80e467fc459be738f253fbdb0b03df191012631ef6027ae0db969ebc13dceaca","evaluatedAt":"2026-08-28T10:01:41.363Z","authorityVersion":"sha256:1c531c007cdd32bab1dfeafb6760ebffa43093c3bbdeec530f51d8d56107e3d9","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":1,"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":"2026-10-29T08:10:49.907Z","evidence_url":"/api/manifests/hf-model-quantfactory-foundation-sec-8b-gguf"}},"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":"blocked","hosted":false,"fileCount":16,"publicDownloadableFileCount":0,"externalFileCount":16,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":72736789874,"label":"67.7 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":112,"upstreamStars":2,"label":"112 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":"QuantFactory/Foundation-Sec-8B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: QuantFactory/Foundation-Sec-8B-GGUF","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":16,"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-quantfactory-foundation-sec-8b-gguf/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"QuantFactory/Foundation-Sec-8B-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T08:10:49.907Z","evidence_url":"/api/manifests/hf-model-quantfactory-foundation-sec-8b-gguf"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-quantfactory-foundation-sec-8b-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-foundation-sec-8b-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-foundation-sec-8b-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-quantfactory-foundation-sec-8b-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-foundation-sec-8b-gguf/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":"QuantFactory/Foundation-Sec-8B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"manifest metadata present; selected-representation state unknown"}],"strengths":["License: apache-2.0","Provenance: QuantFactory/Foundation-Sec-8B-GGUF","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":16,"totalFiles":16},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-quantfactory-foundation-sec-8b-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-foundation-sec-8b-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-foundation-sec-8b-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-quantfactory-foundation-sec-8b-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-foundation-sec-8b-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-foundation-sec-8b-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-foundation-sec-8b-gguf/distribution"},"supportedClaims":["QuantFactory/Foundation-Sec-8B-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","QuantFactory/Foundation-Sec-8B-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","QuantFactory/Foundation-Sec-8B-GGUF 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-quantfactory-foundation-sec-8b-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-foundation-sec-8b-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-quantfactory-foundation-sec-8b-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-foundation-sec-8b-gguf/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."}}