{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-03T22:25:38.222Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-gguf","repo":"ggml-org/Qwen3-4B-Instruct-2507-Q8_0-GGUF","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-03T20:59:33.124Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-03T20:59:33.124Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-gguf","owner":"ggml-org","name":"Qwen3-4B-Instruct-2507-Q8_0-GGUF","repo":"ggml-org/Qwen3-4B-Instruct-2507-Q8_0-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: ggml-org/Qwen3-4B-Instruct-2507-Q8_0-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":"baseModel","value":"Qwen/Qwen3-4B-Instruct-2507"},{"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":"Qwen/Qwen3-4B-Instruct-2507","field":"baseModel"}],"parameters":null,"size":{"bytes":4280407038,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"ggml-org","sourceUrl":"https://huggingface.co/ggml-org/Qwen3-4B-Instruct-2507-Q8_0-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","llama-cpp","gguf-my-repo","text-generation","base_model:qwen/qwen3-4b-instruct-2507","base_model:quantized:qwen/qwen3-4b-instruct-2507","license:apache-2.0","endpoints_compatible","region:us","conversational","llm","qwen/qwen3-4b-instruct-2507"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","gguf"],"baseModel":"Qwen/Qwen3-4B-Instruct-2507","derivedFrom":"Qwen/Qwen3-4B-Instruct-2507","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"Qwen/Qwen3-4B-Instruct-2507","languages":[],"sourceUrl":"https://huggingface.co/ggml-org/Qwen3-4B-Instruct-2507-Q8_0-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","license","license_link","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model qwen/qwen3-4b-instruct-2507 gguf gguf-my-repo base_model:qwen/qwen3-4b-instruct-2507 base_model:quantized:qwen/qwen3-4b-instruct-2507","semanticTerms":["text-generation","transformers","llm","model","qwen/qwen3-4b-instruct-2507","gguf","gguf-my-repo","base_model:qwen/qwen3-4b-instruct-2507","base_model:quantized:qwen/qwen3-4b-instruct-2507"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1588},{"lfs":false,"path":"README.md","sizeBytes":1930},{"lfs":true,"path":"qwen3-4b-instruct-2507-q8_0.gguf","sizeBytes":4280403520}],"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":4280407038,"sizeKnown":true,"sizeLabel":"4.0 GB","sizeReason":"","declaredSizeBytes":4280407038,"defaultDownloadBytes":4280403520,"mirrorCount":1,"downloadCount":712,"stars":0,"citations":0,"updatedAt":"2026-09-16T04:33:20.217Z","createdAt":"2026-06-30T02:17:35.913Z","version":"hf-main","upstream":{"gated":false,"repoId":"ggml-org/Qwen3-4B-Instruct-2507-Q8_0-GGUF","private":false,"repoUrl":"https://huggingface.co/ggml-org/Qwen3-4B-Instruct-2507-Q8_0-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"e6f794d44f9395d0184a966c27b5ae99ea356fcb","fetchedAt":"2026-09-16T04:25:18.140Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-09-16T04:33:20.217Z","mirroredBy":"mirror-batch-worker","totalFiles":3,"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_f001ace115cecc162fd4c6cbc10396ae2a6c9b8fa9deb5262ece253a053e4b1a","artifactId":"hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-gguf","representationId":"rep-8cb9bea24ff68da802b274d280e8755a4bf911b23b629bf623fecd4c015d9afb","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-8cb9bea24ff68da802b274d280e8755a4bf911b23b629bf623fecd4c015d9afb","artifactId":"hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-gguf","format":"gguf","source":{"provider":"huggingface","identity":"ggml-org/Qwen3-4B-Instruct-2507-Q8_0-GGUF","revision":"e6f794d44f9395d0184a966c27b5ae99ea356fcb","immutable":true},"files":[{"path":"qwen3-4b-instruct-2507-q8_0.gguf","role":"weight","sizeBytes":4280403520,"sha256":"sha256:ae916ede1c010a26955ee8ae2e908bf8815a3f135ec860439ab924701c69d5f1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a681e6405c102dd51e14ac6618623cec9762bc96f271aa9a8ced5be1db6792ec"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:4728f40022e8a962c536ba71431ccfe2e39197c18e5eb75cc3c54a2a54da75cc","representationDigest":"sha256:f5ed2532aa472611ebfd9bb38813b7b084ab3713d7d6d90bb075a203bfae6d6b","evidenceSnapshotDigest":"sha256:17d5f56fbc61bb3e1fc471a8f7fc7c1d16d739e328db94eb61f1e557d66ac4a3","evaluatedAt":"2026-09-16T04:33:20.447Z","authorityVersion":"sha256:d68c48ad1b02e1583c3a1875b6cc3629607d1d1a2f51e2adeebb0944073ad6e8","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":3,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T20:59:33.124Z","evidence_url":"/api/manifests/hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-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":3,"publicDownloadableFileCount":0,"externalFileCount":3,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":4280407038,"label":"4.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":712,"upstreamStars":0,"label":"712 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":"ggml-org/Qwen3-4B-Instruct-2507-Q8_0-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: ggml-org/Qwen3-4B-Instruct-2507-Q8_0-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":3,"totalFiles":3},"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-ggml-org-qwen3-4b-instruct-2507-q8-0-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":"ggml-org/Qwen3-4B-Instruct-2507-Q8_0-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T20:59:33.124Z","evidence_url":"/api/manifests/hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-gguf"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-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":"ggml-org/Qwen3-4B-Instruct-2507-Q8_0-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: ggml-org/Qwen3-4B-Instruct-2507-Q8_0-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":3,"totalFiles":3},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-gguf/distribution"},"supportedClaims":["ggml-org/Qwen3-4B-Instruct-2507-Q8_0-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","ggml-org/Qwen3-4B-Instruct-2507-Q8_0-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","ggml-org/Qwen3-4B-Instruct-2507-Q8_0-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-ggml-org-qwen3-4b-instruct-2507-q8-0-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-ggml-org-qwen3-4b-instruct-2507-q8-0-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."}}