{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T13:55:36.078Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-gguf","repo":"mradermacher/gemma-4-E2B-Alignment-Study-i1-GGUF","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T12:19:43.162Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T12:19:43.162Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-gguf","owner":"mradermacher","name":"gemma-4-E2B-Alignment-Study-i1-GGUF","repo":"mradermacher/gemma-4-E2B-Alignment-Study-i1-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: mradermacher/gemma-4-E2B-Alignment-Study-i1-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":"Kasper-Bankler/gemma-4-E2B-Alignment-Study"},{"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":"Kasper-Bankler/gemma-4-E2B-Alignment-Study","field":"baseModel"}],"parameters":null,"size":{"bytes":73293892127,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mradermacher","sourceUrl":"https://huggingface.co/mradermacher/gemma-4-E2B-Alignment-Study-i1-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","gguf","text-generation","uncensored","gemma","ablation","heretic","arbitrary-rank ablation","ara","ai-safety","en","base_model:kasper-bankler/gemma-4-e2b-alignment-study","base_model:quantized:kasper-bankler/gemma-4-e2b-alignment-study","license:apache-2.0","endpoints_compatible","region:us","imatrix","conversational","llm","kasper-bankler/gemma-4-e2b-alignment-study"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","gguf"],"baseModel":"Kasper-Bankler/gemma-4-E2B-Alignment-Study","derivedFrom":"Kasper-Bankler/gemma-4-E2B-Alignment-Study","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"Kasper-Bankler/gemma-4-E2B-Alignment-Study","languages":["en"],"sourceUrl":"https://huggingface.co/mradermacher/gemma-4-E2B-Alignment-Study-i1-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","language","library_name","license","mradermacher","quantized_by","tags"],"semanticText":"text-generation transformers llm model en kasper-bankler/gemma-4-e2b-alignment-study gguf","semanticTerms":["text-generation","transformers","llm","model","en","kasper-bankler/gemma-4-e2b-alignment-study","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":3480},{"lfs":false,"path":"README.md","sizeBytes":6823},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-IQ1_M.gguf","sizeBytes":2355382880},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-IQ1_S.gguf","sizeBytes":2315864672},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-IQ2_M.gguf","sizeBytes":2553170528},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-IQ2_S.gguf","sizeBytes":2500479584},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-IQ2_XS.gguf","sizeBytes":2478066272},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-IQ2_XXS.gguf","sizeBytes":2421246560},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-IQ3_M.gguf","sizeBytes":3125578336},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-IQ3_S.gguf","sizeBytes":3103017568},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-IQ3_XS.gguf","sizeBytes":3060218464},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-IQ3_XXS.gguf","sizeBytes":2648083040},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-IQ4_NL.gguf","sizeBytes":3350399584},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-IQ4_XS.gguf","sizeBytes":3292400224},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-Q2_K.gguf","sizeBytes":2980653664},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-Q2_K_S.gguf","sizeBytes":2923367008},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-Q3_K_L.gguf","sizeBytes":3271780960},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-Q3_K_M.gguf","sizeBytes":3191958112},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-Q3_K_S.gguf","sizeBytes":3102077536},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-Q4_0.gguf","sizeBytes":3351874144},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-Q4_1.gguf","sizeBytes":3465955936},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-Q4_K_M.gguf","sizeBytes":3416118880},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-Q4_K_S.gguf","sizeBytes":3354430048},{"lfs":true,"path":"gemma-4-E2B-Alignment-Study.i1-Q5_K_M.gguf","sizeBytes":3616708192}],"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":73293892127,"sizeKnown":true,"sizeLabel":"68.3 GB","sizeReason":"","declaredSizeBytes":73293892127,"defaultDownloadBytes":3416118880,"mirrorCount":1,"downloadCount":1460,"stars":1,"citations":0,"updatedAt":"2026-09-22T16:11:12.741Z","createdAt":"2026-09-22T16:05:09.733Z","version":"hf-main","upstream":{"gated":false,"repoId":"mradermacher/gemma-4-E2B-Alignment-Study-i1-GGUF","private":false,"repoUrl":"https://huggingface.co/mradermacher/gemma-4-E2B-Alignment-Study-i1-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"5665efa698a2d78884f223508bb9895f2df26365","fetchedAt":"2026-09-22T16:05:09.731Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-09-22T16:11:12.741Z","mirroredBy":"mirror-batch-worker","totalFiles":27,"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_612b97acfd8e904cdda6da5ddbbb4a6cf2d8e02f86019bc75e4259c8f419b74b","artifactId":"hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-gguf","representationId":"rep-caae7c4d066c875a17a0380e7e8bd5072001237db6e1cf4cce7218232a1158d6","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-caae7c4d066c875a17a0380e7e8bd5072001237db6e1cf4cce7218232a1158d6","artifactId":"hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-gguf","format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/gemma-4-E2B-Alignment-Study-i1-GGUF","revision":"5665efa698a2d78884f223508bb9895f2df26365","immutable":true},"files":[{"path":"gemma-4-E2B-Alignment-Study.i1-Q4_K_M.gguf","role":"weight","sizeBytes":3416118880,"sha256":"sha256:c05715ad6d01f803577d9a6b1bbc17992b15d8e0cf0858fdbce11fe00b5e6990","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9676bf309a112f7645aacbfa37c3eef09838634f0bf751c7c71350f3d0798984"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:57b3cbf6b191d7f0f063c661b4b8867090c21474893bdd961ace3badce9a136d","representationDigest":"sha256:c7ddd0d3efdc528564edde7760c166c8e7163f01b1f74982375443e429b793ad","evidenceSnapshotDigest":"sha256:1577a8ce0986109be7703e1dc375ba30ee23a3670bf9005024be3caf16fb3ea4","evaluatedAt":"2026-09-22T16:11:12.934Z","authorityVersion":"sha256:0ccb182e2d120c46240446e9699f3341bc88fd68e173dfc4b140fb2bd56c56ce","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":27,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T12:19:43.162Z","evidence_url":"/api/manifests/hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-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":27,"publicDownloadableFileCount":0,"externalFileCount":27,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":73293892127,"label":"68.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1460,"upstreamStars":1,"label":"1.5K 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":"mradermacher/gemma-4-E2B-Alignment-Study-i1-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: mradermacher/gemma-4-E2B-Alignment-Study-i1-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":27,"totalFiles":27},"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-gemma-4-e2b-alignment-study-i1-gguf/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"uncertain_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mradermacher/gemma-4-E2B-Alignment-Study-i1-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T12:19:43.162Z","evidence_url":"/api/manifests/hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-gguf"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-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":"mradermacher/gemma-4-E2B-Alignment-Study-i1-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: mradermacher/gemma-4-E2B-Alignment-Study-i1-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":27,"totalFiles":27},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-gguf/distribution"},"supportedClaims":["mradermacher/gemma-4-E2B-Alignment-Study-i1-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","mradermacher/gemma-4-E2B-Alignment-Study-i1-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","mradermacher/gemma-4-E2B-Alignment-Study-i1-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-gemma-4-e2b-alignment-study-i1-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-gemma-4-e2b-alignment-study-i1-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."}}