{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T09:42:55.407Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mradermacher-llama-3-2-3b-imagegen-gguf","repo":"mradermacher/Llama-3.2-3B-ImageGen-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":2019377152,"readinessCheckedAt":"2026-11-02T09:14:57.969Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":2019377152,"readinessCheckedAt":"2026-11-02T09:14:57.969Z","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-mradermacher-llama-3-2-3b-imagegen-gguf","owner":"mradermacher","name":"Llama-3.2-3B-ImageGen-GGUF","repo":"mradermacher/Llama-3.2-3B-ImageGen-GGUF","type":"vision","summary":"Model from Hugging Face for vision: mradermacher/Llama-3.2-3B-ImageGen-GGUF · transformers","cardDescription":"Generates images from a text prompt.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog does not give enough information to describe what this model is for.","confidence":"none","task":null,"audience":null,"basis":"insufficient-information","rules":[],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"baseModel","value":"KavinduHansaka/Llama-3.2-3B-ImageGen"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs","adapter-tags-do-not-prove-artifact-form","insufficient-task-evidence"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[{"repo":"KavinduHansaka/Llama-3.2-3B-ImageGen","field":"baseModel"}],"parameters":null,"size":{"bytes":29288888683,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mradermacher","sourceUrl":"https://huggingface.co/mradermacher/Llama-3.2-3B-ImageGen-GGUF","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":95,"tags":["huggingface-import","external-catalog","model","mit","transformers","gguf","prompts","lora","fine-tuning","stable-diffusion","sdxl","en","dataset:kavinduhansaka/prompt-gen-10k-flux-sdxl","base_model:kavinduhansaka/llama-3.2-3b-imagegen","base_model:adapter:kavinduhansaka/llama-3.2-3b-imagegen","license:mit","endpoints_compatible","region:us","vision","kavinduhansaka/prompt-gen-10k-flux-sdxl","kavinduhansaka/llama-3.2-3b-imagegen"],"task":"general","modality":"vision","framework":"transformers","formats":["gitattributes","gguf","md"],"baseModel":"KavinduHansaka/Llama-3.2-3B-ImageGen","derivedFrom":"KavinduHansaka/Llama-3.2-3B-ImageGen","cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":["KavinduHansaka/prompt-gen-10k-flux-sdxl"],"paperIds":[],"repoType":"model","baseModel":"KavinduHansaka/Llama-3.2-3B-ImageGen","languages":["en"],"sourceUrl":"https://huggingface.co/mradermacher/Llama-3.2-3B-ImageGen-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"","cardDataKeys":["base_model","datasets","language","library_name","license","mradermacher","quantized_by","tags"],"semanticText":"transformers vision model en kavinduhansaka/prompt-gen-10k-flux-sdxl kavinduhansaka/llama-3.2-3b-imagegen gguf stable-diffusion base_model:kavinduhansaka/llama-3.2-3b-imagegen base_model:adapter:kavinduhansaka/llama-3.2-3b-imagegen","semanticTerms":["transformers","vision","model","en","kavinduhansaka/prompt-gen-10k-flux-sdxl","kavinduhansaka/llama-3.2-3b-imagegen","gguf","stable-diffusion","base_model:kavinduhansaka/llama-3.2-3b-imagegen","base_model:adapter:kavinduhansaka/llama-3.2-3b-imagegen"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2350},{"lfs":true,"path":"Llama-3.2-3B-ImageGen.IQ4_XS.gguf","sizeBytes":1840906240},{"lfs":true,"path":"Llama-3.2-3B-ImageGen.Q2_K.gguf","sizeBytes":1363935232},{"lfs":true,"path":"Llama-3.2-3B-ImageGen.Q3_K_L.gguf","sizeBytes":1815347200},{"lfs":true,"path":"Llama-3.2-3B-ImageGen.Q3_K_M.gguf","sizeBytes":1687158784},{"lfs":true,"path":"Llama-3.2-3B-ImageGen.Q3_K_S.gguf","sizeBytes":1542848512},{"lfs":true,"path":"Llama-3.2-3B-ImageGen.Q4_K_M.gguf","sizeBytes":2019377152},{"lfs":true,"path":"Llama-3.2-3B-ImageGen.Q4_K_S.gguf","sizeBytes":1928200192},{"lfs":true,"path":"Llama-3.2-3B-ImageGen.Q5_K_M.gguf","sizeBytes":2322153472},{"lfs":true,"path":"Llama-3.2-3B-ImageGen.Q5_K_S.gguf","sizeBytes":2269511680},{"lfs":true,"path":"Llama-3.2-3B-ImageGen.Q6_K.gguf","sizeBytes":2643853312},{"lfs":true,"path":"Llama-3.2-3B-ImageGen.Q8_0.gguf","sizeBytes":3421899488},{"lfs":true,"path":"Llama-3.2-3B-ImageGen.f16.gguf","sizeBytes":6433691168},{"lfs":false,"path":"README.md","sizeBytes":3901}],"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":29288888683,"sizeKnown":true,"sizeLabel":"27.3 GB","sizeReason":"","declaredSizeBytes":29288888683,"defaultDownloadBytes":2019377152,"mirrorCount":1,"downloadCount":359,"stars":0,"citations":0,"updatedAt":"2026-09-04T23:16:47.503Z","createdAt":"2026-06-30T02:23:38.605Z","version":"hf-main","upstream":{"gated":false,"repoId":"mradermacher/Llama-3.2-3B-ImageGen-GGUF","private":false,"repoUrl":"https://huggingface.co/mradermacher/Llama-3.2-3B-ImageGen-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"dcbaa0a50f2648d1ac165998abcdfa73ce53d47f","fetchedAt":"2026-09-04T18:33:30.225Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"unknown","mirroredAt":"2026-09-04T23:16:47.503Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":1,"mirroredBytes":2019377152,"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_3f243dbdc459ee1d3930a80d62511fafabbb22cd27b07128bc2aef895745d9cd","artifactId":"hf-model-mradermacher-llama-3-2-3b-imagegen-gguf","representationId":"rep-83f395dcd3641cb34c06d11a64e8798a3785c370045c6f9ac2dbe798331b1118","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-83f395dcd3641cb34c06d11a64e8798a3785c370045c6f9ac2dbe798331b1118","artifactId":"hf-model-mradermacher-llama-3-2-3b-imagegen-gguf","format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/Llama-3.2-3B-ImageGen-GGUF","revision":"dcbaa0a50f2648d1ac165998abcdfa73ce53d47f","immutable":true},"files":[{"path":"Llama-3.2-3B-ImageGen.Q4_K_M.gguf","role":"weight","sizeBytes":2019377152,"sha256":"sha256:680f0f4d74f16520d1512a23dde21851c17502c256aa0f5e8e84fb8d2fa17c72","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6d75e9a53d31f0865b8d232497353bfd315318d123dfdbe5ce5452213cf34658"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:2a08ebbbd21efa8c2069f8eb279ff779bf8619893cce5eea9d5410dcfef4b556","representationDigest":"sha256:d09c4a6fd269f422bc5edebce4fcd1099b5b2cee4b278e2637d251723f19df81","evidenceSnapshotDigest":"sha256:f12e4c3eb2ebcbafc0d311b2ee447b8627903cbeaf4f6f7f47abe99632cf5a3c","evaluatedAt":"2026-09-04T23:16:47.658Z","authorityVersion":"sha256:23dfda2e760edaf303294c2df290ace37b5991b7015d8c3f3f44ddf11fcbcce4","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":"2026-11-02T09:14:57.969Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-3-2-3b-imagegen-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":29288888683,"label":"27.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":359,"upstreamStars":0,"label":"359 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/Llama-3.2-3B-ImageGen-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/Llama-3.2-3B-ImageGen-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-llama-3-2-3b-imagegen-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/Llama-3.2-3B-ImageGen-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T09:14:57.969Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-3-2-3b-imagegen-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-llama-3-2-3b-imagegen-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-3-2-3b-imagegen-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-3-2-3b-imagegen-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-llama-3-2-3b-imagegen-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-3-2-3b-imagegen-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/Llama-3.2-3B-ImageGen-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/Llama-3.2-3B-ImageGen-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-llama-3-2-3b-imagegen-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-3-2-3b-imagegen-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-3-2-3b-imagegen-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-llama-3-2-3b-imagegen-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-3-2-3b-imagegen-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-3-2-3b-imagegen-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-3-2-3b-imagegen-gguf/distribution"},"supportedClaims":["mradermacher/Llama-3.2-3B-ImageGen-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","mradermacher/Llama-3.2-3B-ImageGen-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","mradermacher/Llama-3.2-3B-ImageGen-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-llama-3-2-3b-imagegen-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-3-2-3b-imagegen-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-llama-3-2-3b-imagegen-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-3-2-3b-imagegen-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."}}