{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T12:35:46.453Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-ngquocvinh-k2-horizon-7b-gguf","repo":"ngquocvinh/K2-Horizon-7B-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":5592219008,"readinessCheckedAt":"2026-11-02T11:45:04.753Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":5592219008,"readinessCheckedAt":"2026-11-02T11:45:04.753Z","readinessSource":"file-check","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-ngquocvinh-k2-horizon-7b-gguf","owner":"ngquocvinh","name":"K2-Horizon-7B-GGUF","repo":"ngquocvinh/K2-Horizon-7B-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: ngquocvinh/K2-Horizon-7B-GGUF · llama.cpp","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":"IFM/K2-Horizon-7B"},{"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":"IFM/K2-Horizon-7B","field":"baseModel"}],"parameters":null,"size":{"bytes":72854797565,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"ngquocvinh","sourceUrl":"https://huggingface.co/ngquocvinh/K2-Horizon-7B-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":93,"tags":["huggingface-import","external-catalog","model","apache-2.0","llama.cpp","gguf","k2-horizon","quantized","text-generation","base_model:ifm/k2-horizon-7b","base_model:quantized:ifm/k2-horizon-7b","license:apache-2.0","endpoints_compatible","region:us","imatrix","conversational","llm","ifm/k2-horizon-7b"],"task":"text-generation","modality":"text","framework":"llama.cpp","formats":["gitattributes","gguf","md","txt","png","tsv","sh","jinja"],"baseModel":"IFM/K2-Horizon-7B","derivedFrom":"IFM/K2-Horizon-7B","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"IFM/K2-Horizon-7B","languages":[],"sourceUrl":"https://huggingface.co/ngquocvinh/K2-Horizon-7B-GGUF","evalResults":[],"libraryName":"llama.cpp","pipelineTag":"text-generation","cardDataKeys":["base_model","base_model_relation","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation llama.cpp llm model ifm/k2-horizon-7b gguf","semanticTerms":["text-generation","llama.cpp","llm","model","ifm/k2-horizon-7b","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2598},{"lfs":true,"path":"K2-Horizon-7B-IQ1_M.gguf","sizeBytes":2672156032},{"lfs":true,"path":"K2-Horizon-7B-IQ2_XS.gguf","sizeBytes":3112164736},{"lfs":true,"path":"K2-Horizon-7B-IQ3_M.gguf","sizeBytes":4407369088},{"lfs":true,"path":"K2-Horizon-7B-IQ3_S.gguf","sizeBytes":4300414336},{"lfs":true,"path":"K2-Horizon-7B-IQ4_NL.gguf","sizeBytes":5358058880},{"lfs":true,"path":"K2-Horizon-7B-IQ4_XS.gguf","sizeBytes":5113642368},{"lfs":true,"path":"K2-Horizon-7B-Q1_0.gguf","sizeBytes":1975860608},{"lfs":true,"path":"K2-Horizon-7B-Q2_K.gguf","sizeBytes":3751427456},{"lfs":true,"path":"K2-Horizon-7B-Q2_K_S.gguf","sizeBytes":3553246592},{"lfs":true,"path":"K2-Horizon-7B-Q3_K_L.gguf","sizeBytes":4942142848},{"lfs":true,"path":"K2-Horizon-7B-Q3_K_M.gguf","sizeBytes":4634910080},{"lfs":true,"path":"K2-Horizon-7B-Q4_K_M.gguf","sizeBytes":5592219008},{"lfs":true,"path":"K2-Horizon-7B-Q5_K_M.gguf","sizeBytes":6466076032},{"lfs":true,"path":"K2-Horizon-7B-Q6_K.gguf","sizeBytes":7394549120},{"lfs":true,"path":"K2-Horizon-7B-Q8_0.gguf","sizeBytes":9573964896},{"lfs":false,"path":"LICENSE","sizeBytes":11358},{"lfs":false,"path":"README.md","sizeBytes":5692},{"lfs":false,"path":"SHA256SUMS.txt","sizeBytes":1824},{"lfs":true,"path":"assets/k2-horizon-7b-benchmarks.png","sizeBytes":1205943},{"lfs":false,"path":"reproducibility/a10m-benchmark.tsv","sizeBytes":479},{"lfs":false,"path":"reproducibility/benchmark_gpu0.sh","sizeBytes":2266},{"lfs":false,"path":"reproducibility/benchmark_gpu1.sh","sizeBytes":1982},{"lfs":false,"path":"reproducibility/chat_template_smoke_user.jinja","sizeBytes":247}],"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":72854797565,"sizeKnown":true,"sizeLabel":"67.9 GB","sizeReason":"","declaredSizeBytes":72854797565,"defaultDownloadBytes":5592219008,"mirrorCount":1,"downloadCount":8674,"stars":3,"citations":0,"updatedAt":"2026-09-21T21:46:52.761Z","createdAt":"2026-09-21T21:35:17.197Z","version":"hf-main","upstream":{"gated":false,"repoId":"ngquocvinh/K2-Horizon-7B-GGUF","private":false,"repoUrl":"https://huggingface.co/ngquocvinh/K2-Horizon-7B-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"223e6f683d88b82b08a33f4ecad1237afa7ef486","fetchedAt":"2026-09-21T21:35:17.194Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-21T21:46:52.761Z","mirroredBy":"mirror-batch-worker","totalFiles":31,"hostedFiles":1,"mirroredBytes":5592219008,"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_fd605e9540482853392bed3ddfcc2f5f12b09739978a9923b637bd8e1aa071e2","artifactId":"hf-model-ngquocvinh-k2-horizon-7b-gguf","representationId":"rep-42723a61ea1ce5b9055b1ba39c0ad9247ea789342a7dc909f8d05025e3d20dbe","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-42723a61ea1ce5b9055b1ba39c0ad9247ea789342a7dc909f8d05025e3d20dbe","artifactId":"hf-model-ngquocvinh-k2-horizon-7b-gguf","format":"gguf","source":{"provider":"huggingface","identity":"ngquocvinh/K2-Horizon-7B-GGUF","revision":"223e6f683d88b82b08a33f4ecad1237afa7ef486","immutable":true},"files":[{"path":"K2-Horizon-7B-Q4_K_M.gguf","role":"weight","sizeBytes":5592219008,"sha256":"sha256:98558c0aaf7b3b71b4e7510a78b124b905659c6891dac631340f2a807ad69310","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:358f64c7aaf607bab60f5cf971112a253cf442f9d28233afe168ddb38953e0d7"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:a6a4ffb3c6b013a4f1d308f7e48637c918ca632078fee7f9d60d7f5d478e6163","representationDigest":"sha256:ac7fc73369089374cad1b3a6b7811369ff560d37335b9a04916800fc4fff15af","evidenceSnapshotDigest":"sha256:63e4f6a6c98427b933b2163ff4fe2d73f601f910867dd1f973f13f376fdca73b","evaluatedAt":"2026-09-21T21:46:52.942Z","authorityVersion":"sha256:d93d01e2904589e008c8a0a89479bb6b136c637c055096521123c67387fa5dab","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":31,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T11:45:04.753Z","evidence_url":"/api/manifests/hf-model-ngquocvinh-k2-horizon-7b-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":31,"publicDownloadableFileCount":1,"externalFileCount":31,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":72854797565,"label":"67.9 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":8674,"upstreamStars":3,"label":"8.7K 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":"ngquocvinh/K2-Horizon-7B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/31 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: ngquocvinh/K2-Horizon-7B-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/31 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":30,"totalFiles":31},"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-ngquocvinh-k2-horizon-7b-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":"ngquocvinh/K2-Horizon-7B-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T11:45:04.753Z","evidence_url":"/api/manifests/hf-model-ngquocvinh-k2-horizon-7b-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-ngquocvinh-k2-horizon-7b-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ngquocvinh-k2-horizon-7b-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ngquocvinh-k2-horizon-7b-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-ngquocvinh-k2-horizon-7b-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ngquocvinh-k2-horizon-7b-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":"ngquocvinh/K2-Horizon-7B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/31 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: ngquocvinh/K2-Horizon-7B-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/31 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":30,"totalFiles":31},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-ngquocvinh-k2-horizon-7b-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-ngquocvinh-k2-horizon-7b-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-ngquocvinh-k2-horizon-7b-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-ngquocvinh-k2-horizon-7b-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-ngquocvinh-k2-horizon-7b-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-ngquocvinh-k2-horizon-7b-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ngquocvinh-k2-horizon-7b-gguf/distribution"},"supportedClaims":["ngquocvinh/K2-Horizon-7B-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","ngquocvinh/K2-Horizon-7B-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","ngquocvinh/K2-Horizon-7B-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-ngquocvinh-k2-horizon-7b-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-ngquocvinh-k2-horizon-7b-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ngquocvinh-k2-horizon-7b-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-ngquocvinh-k2-horizon-7b-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."}}