{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-15T01:05:46.686Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-atomicchat-gemma-4-e2b-it-gguf","repo":"AtomicChat/gemma-4-E2B-it-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":3427880640,"readinessCheckedAt":"2026-11-15T01:05:28.329Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":3427880640,"readinessCheckedAt":"2026-11-15T01:05:28.329Z","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-atomicchat-gemma-4-e2b-it-gguf","owner":"AtomicChat","name":"gemma-4-E2B-it-GGUF","repo":"AtomicChat/gemma-4-E2B-it-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: AtomicChat/gemma-4-E2B-it-GGUF · gguf","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":38746270266,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"AtomicChat","sourceUrl":"https://huggingface.co/AtomicChat/gemma-4-E2B-it-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","apache-2.0","gguf","atomic-chat","gemma","gemma4","google","llama.cpp","imatrix","quantized","text-generation","base_model:google/gemma-4-e2b-it","base_model:quantized:google/gemma-4-e2b-it","license:apache-2.0","endpoints_compatible","region:us","conversational","llm"],"task":"text-generation","modality":"text","framework":"gguf","formats":["gitattributes","md","gguf","png"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/AtomicChat/gemma-4-E2B-it-GGUF","evalResults":[],"libraryName":"gguf","pipelineTag":"text-generation","cardDataKeys":["base_model","base_model_relation","library_name","license","license_link","pipeline_tag","quantized_by","tags","thumbnail"],"semanticText":"text-generation gguf llm model atomic-chat","semanticTerms":["text-generation","gguf","llm","model","atomic-chat"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2653},{"lfs":false,"path":"README.md","sizeBytes":6761},{"lfs":true,"path":"gemma-4-E2B-it-IQ3_M.gguf","sizeBytes":3134971584},{"lfs":true,"path":"gemma-4-E2B-it-IQ4_XS.gguf","sizeBytes":3303931584},{"lfs":true,"path":"gemma-4-E2B-it-Q2_K.gguf","sizeBytes":2989088448},{"lfs":true,"path":"gemma-4-E2B-it-Q3_K_L.gguf","sizeBytes":3282353856},{"lfs":true,"path":"gemma-4-E2B-it-Q3_K_M.gguf","sizeBytes":3201351360},{"lfs":true,"path":"gemma-4-E2B-it-Q4_K_M.gguf","sizeBytes":3427880640},{"lfs":true,"path":"gemma-4-E2B-it-Q4_K_S.gguf","sizeBytes":3365076672},{"lfs":true,"path":"gemma-4-E2B-it-Q5_K_M.gguf","sizeBytes":3630288576},{"lfs":true,"path":"gemma-4-E2B-it-Q5_K_S.gguf","sizeBytes":3595402944},{"lfs":true,"path":"gemma-4-E2B-it-Q6_K.gguf","sizeBytes":3845347008},{"lfs":true,"path":"gemma-4-E2B-it-Q8_0.gguf","sizeBytes":4967497120},{"lfs":true,"path":"hero.png","sizeBytes":185664},{"lfs":true,"path":"imatrix-coding.gguf","sizeBytes":2818272},{"lfs":false,"path":"pill_atomic_v3.png","sizeBytes":23368},{"lfs":false,"path":"pill_discord_v3.png","sizeBytes":24244},{"lfs":false,"path":"pill_github_v3.png","sizeBytes":19512}],"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":38746270266,"sizeKnown":true,"sizeLabel":"36.1 GB","sizeReason":"","declaredSizeBytes":38746270266,"defaultDownloadBytes":3427880640,"mirrorCount":1,"downloadCount":1812,"stars":0,"citations":0,"updatedAt":"2026-09-16T07:49:58.506Z","createdAt":"2026-09-16T07:35:05.165Z","version":"hf-main","upstream":{"gated":false,"repoId":"AtomicChat/gemma-4-E2B-it-GGUF","private":false,"repoUrl":"https://huggingface.co/AtomicChat/gemma-4-E2B-it-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"f0d214a1ed7ca269b9edfa1e19f649950ee80efc","fetchedAt":"2026-09-16T07:35:04.992Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-16T07:49:58.506Z","mirroredBy":"mirror-batch-worker","totalFiles":18,"hostedFiles":1,"mirroredBytes":3427880640,"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_cc5654b0f11a2283af475e073d60670f66961d02fce7dcd9d9ee88bba409a340","artifactId":"hf-model-atomicchat-gemma-4-e2b-it-gguf","representationId":"rep-45da2adc6ab16c2f8475c98a1df813fe36fe5c5286f6f7592a3ea9784914e5a7","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-45da2adc6ab16c2f8475c98a1df813fe36fe5c5286f6f7592a3ea9784914e5a7","artifactId":"hf-model-atomicchat-gemma-4-e2b-it-gguf","format":"gguf","source":{"provider":"huggingface","identity":"AtomicChat/gemma-4-E2B-it-GGUF","revision":"f0d214a1ed7ca269b9edfa1e19f649950ee80efc","immutable":true},"files":[{"path":"gemma-4-E2B-it-Q4_K_M.gguf","role":"weight","sizeBytes":3427880640,"sha256":"sha256:c8357a9851ec6b93ed80076b7a6333454f54bf4f196240f612b808882691a8c2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:169fb57494bf7caf0c96fa8a4151e6b6a750d0858540a47d29917d790e86761d"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:9dc54875bf41dcc76269ee46ede46ccf563496c231154cf01b77f3068772073e","representationDigest":"sha256:b819bfed3ecadf57290b2dc352e9aea48d2559c070829d19a853ca8bb5e063e1","evidenceSnapshotDigest":"sha256:b45af6fe7ac2809eb9fb4c9e04ca116a028adb02d574d856eb5921b3e6284599","evaluatedAt":"2026-09-16T07:50:05.407Z","authorityVersion":"sha256:04e55168a816cdb6c261456e5d4a0a42f310981a531739e44d7dc536dade0dcd","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":18,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-15T01:05:28.329Z","evidence_url":"/api/manifests/hf-model-atomicchat-gemma-4-e2b-it-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":18,"publicDownloadableFileCount":1,"externalFileCount":18,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":38746270266,"label":"36.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1812,"upstreamStars":0,"label":"1.8K 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":"AtomicChat/gemma-4-E2B-it-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/18 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: AtomicChat/gemma-4-E2B-it-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/18 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":17,"totalFiles":18},"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-atomicchat-gemma-4-e2b-it-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":"AtomicChat/gemma-4-E2B-it-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-15T01:05:28.329Z","evidence_url":"/api/manifests/hf-model-atomicchat-gemma-4-e2b-it-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-atomicchat-gemma-4-e2b-it-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-gemma-4-e2b-it-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-gemma-4-e2b-it-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-atomicchat-gemma-4-e2b-it-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-gemma-4-e2b-it-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":"AtomicChat/gemma-4-E2B-it-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/18 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: AtomicChat/gemma-4-E2B-it-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/18 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":17,"totalFiles":18},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-atomicchat-gemma-4-e2b-it-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-gemma-4-e2b-it-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-gemma-4-e2b-it-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-atomicchat-gemma-4-e2b-it-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-gemma-4-e2b-it-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-gemma-4-e2b-it-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-gemma-4-e2b-it-gguf/distribution"},"supportedClaims":["AtomicChat/gemma-4-E2B-it-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","AtomicChat/gemma-4-E2B-it-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","AtomicChat/gemma-4-E2B-it-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-atomicchat-gemma-4-e2b-it-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-gemma-4-e2b-it-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-atomicchat-gemma-4-e2b-it-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-gemma-4-e2b-it-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."}}