{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T06:47:57.559Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-noemaai-labs-noema-2b-gguf","repo":"NoemaAI-labs/Noema-2B-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":1274396096,"readinessCheckedAt":"2026-11-02T06:13:30.509Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":1274396096,"readinessCheckedAt":"2026-11-02T06:13:30.509Z","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-noemaai-labs-noema-2b-gguf","owner":"NoemaAI-labs","name":"Noema-2B-GGUF","repo":"NoemaAI-labs/Noema-2B-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: NoemaAI-labs/Noema-2B-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":8618511558,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"NoemaAI-labs","sourceUrl":"https://huggingface.co/NoemaAI-labs/Noema-2B-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","apache-2.0","gguf","noema","qwen3.5","gated-deltanet","llama.cpp","quantized","reasoning","math","text-generation","en","base_model:noemaai-labs/noema-2b","base_model:quantized:noemaai-labs/noema-2b","license:apache-2.0","endpoints_compatible","region:us","conversational","llm"],"task":"text-generation","modality":"text","framework":"gguf","formats":["gitattributes","gguf","md"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/NoemaAI-labs/Noema-2B-GGUF","evalResults":[],"libraryName":"gguf","pipelineTag":"text-generation","cardDataKeys":["base_model","base_model_relation","language","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation gguf llm model en","semanticTerms":["text-generation","gguf","llm","model","en"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1797},{"lfs":true,"path":"Noema-2B-F16.gguf","sizeBytes":3775708608},{"lfs":true,"path":"Noema-2B-Q4_K_M.gguf","sizeBytes":1274396096},{"lfs":true,"path":"Noema-2B-Q6_K.gguf","sizeBytes":1556390336},{"lfs":true,"path":"Noema-2B-Q8_0.gguf","sizeBytes":2012011968},{"lfs":false,"path":"README.md","sizeBytes":2753}],"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":8618511558,"sizeKnown":true,"sizeLabel":"8.0 GB","sizeReason":"","declaredSizeBytes":8618511558,"defaultDownloadBytes":1274396096,"mirrorCount":1,"downloadCount":1291,"stars":3,"citations":0,"updatedAt":"2026-09-22T16:34:46.367Z","createdAt":"2026-09-22T16:31:19.216Z","version":"hf-main","upstream":{"gated":false,"repoId":"NoemaAI-labs/Noema-2B-GGUF","private":false,"repoUrl":"https://huggingface.co/NoemaAI-labs/Noema-2B-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"66d96b1efe4fec42eda0bdea42563fb3ec728c73","fetchedAt":"2026-09-22T16:31:19.213Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-22T16:34:46.367Z","mirroredBy":"mirror-batch-worker","totalFiles":6,"hostedFiles":1,"mirroredBytes":1274396096,"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_4ff4b7c69451798d57ab2e44a3c1d71a405ab279fdadf93007e89d0cd15e64f7","artifactId":"hf-model-noemaai-labs-noema-2b-gguf","representationId":"rep-99535c43fd5e7b27ee1c425f641b58a9b548551f3aaa2548508a38e181cc5bee","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-99535c43fd5e7b27ee1c425f641b58a9b548551f3aaa2548508a38e181cc5bee","artifactId":"hf-model-noemaai-labs-noema-2b-gguf","format":"gguf","source":{"provider":"huggingface","identity":"NoemaAI-labs/Noema-2B-GGUF","revision":"66d96b1efe4fec42eda0bdea42563fb3ec728c73","immutable":true},"files":[{"path":"Noema-2B-Q4_K_M.gguf","role":"weight","sizeBytes":1274396096,"sha256":"sha256:e39e79c60f0411304ec6813ca3a07ba7dcd1c9fd3312202ad9de7a1b455cb762","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:17feb84b2f652c1ca6004dd3007c7a2c759c4f90baec04f6724e425d0871a689"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:c564a3ed981907263edc28763b9e612cb010914fc26e9af6c770d2ab96958656","representationDigest":"sha256:978f9b90e5ccfe2d0166068e7aab653bed2b839df7d342426ebc10b852e4effa","evidenceSnapshotDigest":"sha256:4a51886f725b576e9da985cf26366e8f372458198c17de11fb21bd0d75ac8a12","evaluatedAt":"2026-09-22T16:34:46.588Z","authorityVersion":"sha256:bb179bb363584addd84f4dd0f54f4c1ee8aefb8480778b76604c1332a8e3a449","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":6,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T06:13:30.509Z","evidence_url":"/api/manifests/hf-model-noemaai-labs-noema-2b-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":6,"publicDownloadableFileCount":1,"externalFileCount":6,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":8618511558,"label":"8.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1291,"upstreamStars":3,"label":"1.3K 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":"NoemaAI-labs/Noema-2B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/6 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: NoemaAI-labs/Noema-2B-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/6 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":5,"totalFiles":6},"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-noemaai-labs-noema-2b-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":"NoemaAI-labs/Noema-2B-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T06:13:30.509Z","evidence_url":"/api/manifests/hf-model-noemaai-labs-noema-2b-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-noemaai-labs-noema-2b-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-noemaai-labs-noema-2b-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-noemaai-labs-noema-2b-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-noemaai-labs-noema-2b-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-noemaai-labs-noema-2b-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":"NoemaAI-labs/Noema-2B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/6 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: NoemaAI-labs/Noema-2B-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/6 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":5,"totalFiles":6},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-noemaai-labs-noema-2b-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-noemaai-labs-noema-2b-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-noemaai-labs-noema-2b-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-noemaai-labs-noema-2b-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-noemaai-labs-noema-2b-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-noemaai-labs-noema-2b-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-noemaai-labs-noema-2b-gguf/distribution"},"supportedClaims":["NoemaAI-labs/Noema-2B-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","NoemaAI-labs/Noema-2B-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","NoemaAI-labs/Noema-2B-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-noemaai-labs-noema-2b-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-noemaai-labs-noema-2b-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-noemaai-labs-noema-2b-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-noemaai-labs-noema-2b-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."}}