{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-03T15:48:31.325Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-gguf","repo":"bartowski/Replete-LLM-V2.5-Qwen-0.5b-GGUF","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-03T10:47:08.120Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-03T10:47:08.120Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-gguf","owner":"bartowski","name":"Replete-LLM-V2.5-Qwen-0.5b-GGUF","repo":"bartowski/Replete-LLM-V2.5-Qwen-0.5b-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: bartowski/Replete-LLM-V2.5-Qwen-0.5b-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":"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":"tags","value":"conversational"},{"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":9879523274,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"bartowski","sourceUrl":"https://huggingface.co/bartowski/Replete-LLM-V2.5-Qwen-0.5b-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","transformers","gguf","text-generation","license:apache-2.0","endpoints_compatible","region:us","conversational","llm","rombos-llm-v2.5-qwen-0.5b"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","gguf","imatrix"],"baseModel":"Rombos-LLM-V2.5-Qwen-0.5b","derivedFrom":"Rombos-LLM-V2.5-Qwen-0.5b","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"Rombos-LLM-V2.5-Qwen-0.5b","languages":[],"sourceUrl":"https://huggingface.co/bartowski/Replete-LLM-V2.5-Qwen-0.5b-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","license","pipeline_tag","quantized_by"],"semanticText":"text-generation transformers llm model rombos-llm-v2.5-qwen-0.5b gguf","semanticTerms":["text-generation","transformers","llm","model","rombos-llm-v2.5-qwen-0.5b","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2866},{"lfs":false,"path":"README.md","sizeBytes":9142},{"lfs":true,"path":"Replete-LLM-V2.5-Qwen-0.5b-IQ3_M.gguf","sizeBytes":419328160},{"lfs":true,"path":"Replete-LLM-V2.5-Qwen-0.5b-IQ4_XS.gguf","sizeBytes":425978272},{"lfs":true,"path":"Replete-LLM-V2.5-Qwen-0.5b-Q3_K_L.gguf","sizeBytes":445933984},{"lfs":true,"path":"Replete-LLM-V2.5-Qwen-0.5b-Q3_K_XL.gguf","sizeBytes":514001312},{"lfs":true,"path":"Replete-LLM-V2.5-Qwen-0.5b-Q4_0.gguf","sizeBytes":429547936},{"lfs":true,"path":"Replete-LLM-V2.5-Qwen-0.5b-Q4_0_4_4.gguf","sizeBytes":428730784},{"lfs":true,"path":"Replete-LLM-V2.5-Qwen-0.5b-Q4_0_4_8.gguf","sizeBytes":428730784},{"lfs":true,"path":"Replete-LLM-V2.5-Qwen-0.5b-Q4_0_8_8.gguf","sizeBytes":428730784},{"lfs":true,"path":"Replete-LLM-V2.5-Qwen-0.5b-Q4_K_L.gguf","sizeBytes":542451104},{"lfs":true,"path":"Replete-LLM-V2.5-Qwen-0.5b-Q4_K_M.gguf","sizeBytes":491400608},{"lfs":true,"path":"Replete-LLM-V2.5-Qwen-0.5b-Q4_K_S.gguf","sizeBytes":479064480},{"lfs":true,"path":"Replete-LLM-V2.5-Qwen-0.5b-Q5_K_L.gguf","sizeBytes":564729248},{"lfs":true,"path":"Replete-LLM-V2.5-Qwen-0.5b-Q5_K_M.gguf","sizeBytes":522187168},{"lfs":true,"path":"Replete-LLM-V2.5-Qwen-0.5b-Q5_K_S.gguf","sizeBytes":514811296},{"lfs":true,"path":"Replete-LLM-V2.5-Qwen-0.5b-Q6_K.gguf","sizeBytes":650379680},{"lfs":true,"path":"Replete-LLM-V2.5-Qwen-0.5b-Q6_K_L.gguf","sizeBytes":650379680},{"lfs":true,"path":"Replete-LLM-V2.5-Qwen-0.5b-Q8_0.gguf","sizeBytes":675711392},{"lfs":true,"path":"Replete-LLM-V2.5-Qwen-0.5b-f16.gguf","sizeBytes":1266425984},{"lfs":false,"path":"Replete-LLM-V2.5-Qwen-0.5b.imatrix","sizeBytes":988610}],"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":9879523274,"sizeKnown":true,"sizeLabel":"9.2 GB","sizeReason":"","declaredSizeBytes":9879523274,"defaultDownloadBytes":491400608,"mirrorCount":1,"downloadCount":1985,"stars":1,"citations":0,"updatedAt":"2026-08-28T06:23:58.928Z","createdAt":"2026-06-30T02:09:45.692Z","version":"hf-main","upstream":{"gated":false,"repoId":"bartowski/Replete-LLM-V2.5-Qwen-0.5b-GGUF","private":false,"repoUrl":"https://huggingface.co/bartowski/Replete-LLM-V2.5-Qwen-0.5b-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"dd5ee46a1a97dd55ada939a52c124e22247d93f0","fetchedAt":"2026-08-28T06:20:02.440Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-08-28T06:23:58.928Z","mirroredBy":"mirror-batch-worker","totalFiles":21,"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_77843afe4b7552e0e906cd07f85f1728ff2df48c0dddd435187f338aa710ce87","artifactId":"hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-gguf","representationId":"rep-d1b3e7972d21422d2c4c5a0b80713a813229ee251fd8d34afc50d57eb026de1a","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-d1b3e7972d21422d2c4c5a0b80713a813229ee251fd8d34afc50d57eb026de1a","artifactId":"hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-gguf","format":"gguf","source":{"provider":"huggingface","identity":"bartowski/Replete-LLM-V2.5-Qwen-0.5b-GGUF","revision":"dd5ee46a1a97dd55ada939a52c124e22247d93f0","immutable":true},"files":[{"path":"Replete-LLM-V2.5-Qwen-0.5b-Q4_K_M.gguf","role":"weight","sizeBytes":491400608,"sha256":"sha256:b1b76782b21bf072e7150c9089344ecea35572c91ffed73588166eb9e69445f2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e6a4b32e52fb24f664e5119b7bae229f8129a6d9443e779c83b33aa66ad47fd8"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:453fef6bfcfa0c102140ed4b4dd14e17fc76c938bfc0062b6267a5e79cbd5808","representationDigest":"sha256:e31f66acf6cdd6f1e0cad4dbe473b24fd334d0bd06e8398a75908bf90eec35e8","evidenceSnapshotDigest":"sha256:c3d964fc5a6bc1ea1a8ef027f6d4f8edc5e74d53ee65104cc0c49d5e5c17fb4a","evaluatedAt":"2026-08-28T06:24:05.893Z","authorityVersion":"sha256:31138658007a6785817e09c0e250cab287ebedd23b73aecae8e287c681e9ee78","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":21,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T10:47:08.120Z","evidence_url":"/api/manifests/hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-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":21,"publicDownloadableFileCount":0,"externalFileCount":21,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":9879523274,"label":"9.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1985,"upstreamStars":1,"label":"2.0K 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":"bartowski/Replete-LLM-V2.5-Qwen-0.5b-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: bartowski/Replete-LLM-V2.5-Qwen-0.5b-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":21,"totalFiles":21},"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-bartowski-replete-llm-v2-5-qwen-0-5b-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":"bartowski/Replete-LLM-V2.5-Qwen-0.5b-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T10:47:08.120Z","evidence_url":"/api/manifests/hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-gguf"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-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":"bartowski/Replete-LLM-V2.5-Qwen-0.5b-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: bartowski/Replete-LLM-V2.5-Qwen-0.5b-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":21,"totalFiles":21},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-gguf/distribution"},"supportedClaims":["bartowski/Replete-LLM-V2.5-Qwen-0.5b-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","bartowski/Replete-LLM-V2.5-Qwen-0.5b-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","bartowski/Replete-LLM-V2.5-Qwen-0.5b-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-bartowski-replete-llm-v2-5-qwen-0-5b-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-replete-llm-v2-5-qwen-0-5b-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."}}