{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T06:51:47.513Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-gguf","repo":"mradermacher/CyberXP_Agent_Llama_3.2_1B-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":807695200,"readinessCheckedAt":"2026-11-02T05:57:04.133Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":807695200,"readinessCheckedAt":"2026-11-02T05:57:04.133Z","readinessSource":"projection","degraded":true,"stale":true,"obtainReady":null,"hosted":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown."},"id":"hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-gguf","owner":"mradermacher","name":"CyberXP_Agent_Llama_3.2_1B-GGUF","repo":"mradermacher/CyberXP_Agent_Llama_3.2_1B-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/CyberXP_Agent_Llama_3.2_1B-GGUF · 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":"low","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tags-only"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"baseModel","value":"abaryan/CyberXP_Agent_Llama_3.2_1B"},{"field":"tags","value":"conversational"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[{"repo":"abaryan/CyberXP_Agent_Llama_3.2_1B","field":"baseModel"}],"parameters":null,"size":{"bytes":11604222357,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mradermacher","sourceUrl":"https://huggingface.co/mradermacher/CyberXP_Agent_Llama_3.2_1B-GGUF","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":95,"tags":["huggingface-import","external-catalog","model","mit","transformers","gguf","sft","rl","cybersecurity","trl","en","dataset:alicankiraz0/cybersecurity-dataset-v1","base_model:abaryan/cyberxp_agent_llama_3.2_1b","base_model:quantized:abaryan/cyberxp_agent_llama_3.2_1b","license:mit","endpoints_compatible","region:us","conversational","llm","alicankiraz0/cybersecurity-dataset-v1","abaryan/cyberxp_agent_llama_3.2_1b"],"task":"general","modality":"text","framework":"transformers","formats":["gitattributes","gguf","md"],"baseModel":"abaryan/CyberXP_Agent_Llama_3.2_1B","derivedFrom":"abaryan/CyberXP_Agent_Llama_3.2_1B","cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":["AlicanKiraz0/Cybersecurity-Dataset-v1"],"paperIds":[],"repoType":"model","baseModel":"abaryan/CyberXP_Agent_Llama_3.2_1B","languages":["en"],"sourceUrl":"https://huggingface.co/mradermacher/CyberXP_Agent_Llama_3.2_1B-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"","cardDataKeys":["base_model","datasets","language","library_name","license","mradermacher","quantized_by","tags"],"semanticText":"transformers llm model en alicankiraz0/cybersecurity-dataset-v1 abaryan/cyberxp_agent_llama_3.2_1b gguf base_model:abaryan/cyberxp_agent_llama_3.2_1b base_model:quantized:abaryan/cyberxp_agent_llama_3.2_1b","semanticTerms":["transformers","llm","model","en","alicankiraz0/cybersecurity-dataset-v1","abaryan/cyberxp_agent_llama_3.2_1b","gguf","base_model:abaryan/cyberxp_agent_llama_3.2_1b","base_model:quantized:abaryan/cyberxp_agent_llama_3.2_1b"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2410},{"lfs":true,"path":"CyberXP_Agent_Llama_3.2_1B.IQ4_XS.gguf","sizeBytes":748385120},{"lfs":true,"path":"CyberXP_Agent_Llama_3.2_1B.Q2_K.gguf","sizeBytes":580875104},{"lfs":true,"path":"CyberXP_Agent_Llama_3.2_1B.Q3_K_L.gguf","sizeBytes":732525408},{"lfs":true,"path":"CyberXP_Agent_Llama_3.2_1B.Q3_K_M.gguf","sizeBytes":690844512},{"lfs":true,"path":"CyberXP_Agent_Llama_3.2_1B.Q3_K_S.gguf","sizeBytes":641692512},{"lfs":true,"path":"CyberXP_Agent_Llama_3.2_1B.Q4_K_M.gguf","sizeBytes":807695200},{"lfs":true,"path":"CyberXP_Agent_Llama_3.2_1B.Q4_K_S.gguf","sizeBytes":775648096},{"lfs":true,"path":"CyberXP_Agent_Llama_3.2_1B.Q5_K_M.gguf","sizeBytes":911504224},{"lfs":true,"path":"CyberXP_Agent_Llama_3.2_1B.Q5_K_S.gguf","sizeBytes":892564320},{"lfs":true,"path":"CyberXP_Agent_Llama_3.2_1B.Q6_K.gguf","sizeBytes":1021801312},{"lfs":true,"path":"CyberXP_Agent_Llama_3.2_1B.Q8_0.gguf","sizeBytes":1321083744},{"lfs":true,"path":"CyberXP_Agent_Llama_3.2_1B.f16.gguf","sizeBytes":2479596384},{"lfs":false,"path":"README.md","sizeBytes":4011}],"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":11604222357,"sizeKnown":true,"sizeLabel":"10.8 GB","sizeReason":"","declaredSizeBytes":11604222357,"defaultDownloadBytes":807695200,"mirrorCount":1,"downloadCount":64,"stars":2,"citations":0,"updatedAt":"2026-08-29T07:19:19.510Z","createdAt":"2026-06-30T04:18:26.946Z","version":"hf-main","upstream":{"gated":false,"repoId":"mradermacher/CyberXP_Agent_Llama_3.2_1B-GGUF","private":false,"repoUrl":"https://huggingface.co/mradermacher/CyberXP_Agent_Llama_3.2_1B-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"9f27558ec4f2d3ee253f4eee1f0bdbb9afdd5aa6","fetchedAt":"2026-08-29T07:17:09.416Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"unknown","mirroredAt":"2026-08-29T07:19:19.510Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":1,"mirroredBytes":807695200,"mirroredFiles":1,"storageProvider":"gcs","hosted":null,"downloadable":null,"verified":false,"completeRunnable":null,"runReady":null,"refreshedAt":null,"stale":false,"downloadReady":null,"readiness":"unknown","obtainReady":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"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_8741b660905dae7d6cc9ed3fc2a34500cc2c95e63c20d8164b47d5ae35ca7674","artifactId":"hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-gguf","representationId":"rep-32634623e964697ec09ecf40edd0aba3043dbd0df3fe501d83680dc739fb5634","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-32634623e964697ec09ecf40edd0aba3043dbd0df3fe501d83680dc739fb5634","artifactId":"hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-gguf","format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/CyberXP_Agent_Llama_3.2_1B-GGUF","revision":"9f27558ec4f2d3ee253f4eee1f0bdbb9afdd5aa6","immutable":true},"files":[{"path":"CyberXP_Agent_Llama_3.2_1B.Q4_K_M.gguf","role":"weight","sizeBytes":807695200,"sha256":"sha256:81765957cc3989c8d11a048ab5ee91844118df98c4ae6e5096fef3b1885fd413","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1bc04b692c2455cb7fefb6c15ccc1f98e4d0fb737669f503252b3af67ff12179"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:cfe60bc0ab21d3185fbdbfaa042ca33c666a768684e5f30e67199e5f1553a469","representationDigest":"sha256:badec44da372bc67d477f544a04175fa1c494984e67a72494b3a03e023617cbf","evidenceSnapshotDigest":"sha256:06f690d92d380bbe6d3bcc467bac0c32e8b856fbbcdbdeab633c3684d1837516","evaluatedAt":"2026-08-29T07:19:19.602Z","authorityVersion":"sha256:cb17b484385a554538675ea8fa6f5272c3aaa2d695d88fa873a236c019da3422","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":14,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T05:57:04.133Z","evidence_url":"/api/manifests/hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-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":"unknown","hosted":null,"fileCount":14,"publicDownloadableFileCount":1,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":11604222357,"label":"10.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":64,"upstreamStars":2,"label":"64 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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mradermacher/CyberXP_Agent_Llama_3.2_1B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/14 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: mit","Provenance: mradermacher/CyberXP_Agent_Llama_3.2_1B-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":13,"totalFiles":14},"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-mradermacher-cyberxp-agent-llama-3-2-1b-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":"mradermacher/CyberXP_Agent_Llama_3.2_1B-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T05:57:04.133Z","evidence_url":"/api/manifests/hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-gguf"},"lastKnownAnswer":"Ready to download","obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","recommendedFile":null},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mradermacher/CyberXP_Agent_Llama_3.2_1B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/14 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: mit","Provenance: mradermacher/CyberXP_Agent_Llama_3.2_1B-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":13,"totalFiles":14},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-gguf/distribution"},"supportedClaims":["mradermacher/CyberXP_Agent_Llama_3.2_1B-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","mradermacher/CyberXP_Agent_Llama_3.2_1B-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","mradermacher/CyberXP_Agent_Llama_3.2_1B-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-mradermacher-cyberxp-agent-llama-3-2-1b-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-cyberxp-agent-llama-3-2-1b-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."}}