{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T08:47:19.512Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-quantfactory-replete-llm-qwen2-7b-gguf","repo":"QuantFactory/Replete-LLM-Qwen2-7b-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":4683071744,"readinessCheckedAt":"2026-10-30T05:04:15.526Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":4683071744,"readinessCheckedAt":"2026-10-30T05:04:15.526Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-quantfactory-replete-llm-qwen2-7b-gguf","owner":"QuantFactory","name":"Replete-LLM-Qwen2-7b-GGUF","repo":"QuantFactory/Replete-LLM-Qwen2-7b-GGUF","type":"llm","summary":"Model from Hugging Face for llm: QuantFactory/Replete-LLM-Qwen2-7b-GGUF · unknown","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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"conversational"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":69035636447,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"QuantFactory","sourceUrl":"https://huggingface.co/QuantFactory/Replete-LLM-Qwen2-7b-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":91,"tags":["huggingface-import","external-catalog","model","apache-2.0","gguf","unsloth","en","dataset:replete-ai/everything_instruct_8k_context_filtered","base_model:qwen/qwen2-7b","base_model:quantized:qwen/qwen2-7b","license:apache-2.0","endpoints_compatible","region:us","conversational","unknown","llm","replete-ai/everything_instruct_8k_context_filtered"],"task":"general","modality":"text","framework":"unknown","formats":["gitattributes","md","gguf"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["Replete-AI/Everything_Instruct_8k_context_filtered"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/QuantFactory/Replete-LLM-Qwen2-7b-GGUF","evalResults":[],"libraryName":"unknown","pipelineTag":"","cardDataKeys":["base_model","datasets","language","license","tags"],"semanticText":"unknown llm model en replete-ai/everything_instruct_8k_context_filtered gguf dataset:replete-ai/everything_instruct_8k_context_filtered","semanticTerms":["unknown","llm","model","en","replete-ai/everything_instruct_8k_context_filtered","gguf","dataset:replete-ai/everything_instruct_8k_context_filtered"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2471},{"lfs":false,"path":"README.md","sizeBytes":5944},{"lfs":true,"path":"Replete-LLM-Qwen2-7b.Q2_K.gguf","sizeBytes":3015938304},{"lfs":true,"path":"Replete-LLM-Qwen2-7b.Q3_K_L.gguf","sizeBytes":4088457472},{"lfs":true,"path":"Replete-LLM-Qwen2-7b.Q3_K_M.gguf","sizeBytes":3808389376},{"lfs":true,"path":"Replete-LLM-Qwen2-7b.Q3_K_S.gguf","sizeBytes":3492366592},{"lfs":true,"path":"Replete-LLM-Qwen2-7b.Q4_0.gguf","sizeBytes":4431388928},{"lfs":true,"path":"Replete-LLM-Qwen2-7b.Q4_1.gguf","sizeBytes":4873281792},{"lfs":true,"path":"Replete-LLM-Qwen2-7b.Q4_K_M.gguf","sizeBytes":4683071744},{"lfs":true,"path":"Replete-LLM-Qwen2-7b.Q4_K_S.gguf","sizeBytes":4457767168},{"lfs":true,"path":"Replete-LLM-Qwen2-7b.Q5_0.gguf","sizeBytes":5315174656},{"lfs":true,"path":"Replete-LLM-Qwen2-7b.Q5_1.gguf","sizeBytes":5757067520},{"lfs":true,"path":"Replete-LLM-Qwen2-7b.Q5_K_M.gguf","sizeBytes":5444829440},{"lfs":true,"path":"Replete-LLM-Qwen2-7b.Q5_K_S.gguf","sizeBytes":5315174656},{"lfs":true,"path":"Replete-LLM-Qwen2-7b.Q6_K.gguf","sizeBytes":6254196992},{"lfs":true,"path":"Replete-LLM-Qwen2-7b.Q8_0.gguf","sizeBytes":8098523392}],"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":69035636447,"sizeKnown":true,"sizeLabel":"64.3 GB","sizeReason":"","declaredSizeBytes":69035636447,"defaultDownloadBytes":4683071744,"mirrorCount":1,"downloadCount":46,"stars":1,"citations":0,"updatedAt":"2026-08-28T13:17:55.693Z","createdAt":"2026-06-30T04:26:51.386Z","version":"hf-main","upstream":{"gated":false,"repoId":"QuantFactory/Replete-LLM-Qwen2-7b-GGUF","private":false,"repoUrl":"https://huggingface.co/QuantFactory/Replete-LLM-Qwen2-7b-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"4d8c22de91a0d5ac6495d4550bec548602e915ac","fetchedAt":"2026-08-28T12:20:22.912Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-28T13:17:55.693Z","mirroredBy":"mirror-batch-worker","totalFiles":16,"hostedFiles":1,"mirroredBytes":4683071744,"mirroredFiles":1,"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_0f39faed16656583f80bfacfbcff97cc9e94eb09bd7b648a1537a5bffa4d3b18","artifactId":"hf-model-quantfactory-replete-llm-qwen2-7b-gguf","representationId":"rep-089843901e371bfc4b6401ff3da7bc75011db6e38b531c63830ecb7d8629480f","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-089843901e371bfc4b6401ff3da7bc75011db6e38b531c63830ecb7d8629480f","artifactId":"hf-model-quantfactory-replete-llm-qwen2-7b-gguf","format":"gguf","source":{"provider":"huggingface","identity":"QuantFactory/Replete-LLM-Qwen2-7b-GGUF","revision":"4d8c22de91a0d5ac6495d4550bec548602e915ac","immutable":true},"files":[{"path":"Replete-LLM-Qwen2-7b.Q4_K_M.gguf","role":"weight","sizeBytes":4683071744,"sha256":"sha256:c5104c27966b11570eccc129591a3a0aa7625e0dd01538ffcbf7a18a738a8daa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:83694a392275f38b9185f4762ee01affe24f6652f53820baa802f2ca05c538cb"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:6c2e607dbe54b90f95cb13776f63688160545f959bfa85b43b544cd2f28f309c","representationDigest":"sha256:e2a3e365364c7d1a2c77a549f366cd05ab68cd32541bca28afc0513440c5a1d2","evidenceSnapshotDigest":"sha256:7f012016913d5e3daf0a5ddf3f15efdab2c29c6411973dc886b9550c4a411278","evaluatedAt":"2026-08-28T13:17:55.918Z","authorityVersion":"sha256:11fa5903f7baef95a24cfaf2bb5f0aca2333fd1a45dccb4de0234fd9cef30655","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":"2026-10-30T05:04:15.526Z","evidence_url":"/api/manifests/hf-model-quantfactory-replete-llm-qwen2-7b-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":"hosted","hosted":true,"fileCount":16,"publicDownloadableFileCount":1,"externalFileCount":16,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":69035636447,"label":"64.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":46,"upstreamStars":1,"label":"46 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/Replete-LLM-Qwen2-7b-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/16 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: QuantFactory/Replete-LLM-Qwen2-7b-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/16 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":15,"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-replete-llm-qwen2-7b-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":"QuantFactory/Replete-LLM-Qwen2-7b-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T05:04:15.526Z","evidence_url":"/api/manifests/hf-model-quantfactory-replete-llm-qwen2-7b-gguf"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-quantfactory-replete-llm-qwen2-7b-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-replete-llm-qwen2-7b-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-replete-llm-qwen2-7b-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-quantfactory-replete-llm-qwen2-7b-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-replete-llm-qwen2-7b-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":"QuantFactory/Replete-LLM-Qwen2-7b-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/16 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: QuantFactory/Replete-LLM-Qwen2-7b-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/16 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":15,"totalFiles":16},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-quantfactory-replete-llm-qwen2-7b-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-replete-llm-qwen2-7b-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-replete-llm-qwen2-7b-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-quantfactory-replete-llm-qwen2-7b-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-replete-llm-qwen2-7b-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-replete-llm-qwen2-7b-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-replete-llm-qwen2-7b-gguf/distribution"},"supportedClaims":["QuantFactory/Replete-LLM-Qwen2-7b-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","QuantFactory/Replete-LLM-Qwen2-7b-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","QuantFactory/Replete-LLM-Qwen2-7b-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-quantfactory-replete-llm-qwen2-7b-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-replete-llm-qwen2-7b-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-quantfactory-replete-llm-qwen2-7b-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-replete-llm-qwen2-7b-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."}}