{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T09:08:31.264Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mradermacher-llama-encoder-1-0b-gguf","repo":"mradermacher/Llama-encoder-1.0B-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":667815584,"readinessCheckedAt":"2026-10-30T05:22:10.552Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":667815584,"readinessCheckedAt":"2026-10-30T05:22:10.552Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-mradermacher-llama-encoder-1-0b-gguf","owner":"mradermacher","name":"Llama-encoder-1.0B-GGUF","repo":"mradermacher/Llama-encoder-1.0B-GGUF","type":"llm","summary":"Model from Hugging Face for question answering: mradermacher/Llama-encoder-1.0B-GGUF · transformers","cardDescription":"Answers questions using supplied text.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for answering questions.","confidence":"medium","task":"question-answering","audience":null,"basis":"recorded-metadata","rules":["task:question-answering"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"knowledgator/Llama-encoder-1.0B"},{"field":"task","value":"question-answering"},{"field":"cardMetadata.pipelineTag","value":"question-answering"}],"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":"knowledgator/Llama-encoder-1.0B","field":"baseModel"}],"parameters":null,"size":{"bytes":9811224156,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mradermacher","sourceUrl":"https://huggingface.co/mradermacher/Llama-encoder-1.0B-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","llm2vec","encoder","llm","classification","ner","question-answering","en","dataset:wikimedia/wikipedia","base_model:knowledgator/llama-encoder-1.0b","base_model:quantized:knowledgator/llama-encoder-1.0b","license:apache-2.0","endpoints_compatible","region:us","wikimedia/wikipedia","knowledgator/llama-encoder-1.0b"],"task":"question-answering","modality":"text","framework":"transformers","formats":["gitattributes","gguf","md"],"baseModel":"knowledgator/Llama-encoder-1.0B","derivedFrom":"knowledgator/Llama-encoder-1.0B","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["wikimedia/wikipedia"],"paperIds":[],"repoType":"model","baseModel":"knowledgator/Llama-encoder-1.0B","languages":["en"],"sourceUrl":"https://huggingface.co/mradermacher/Llama-encoder-1.0B-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"question-answering","cardDataKeys":["base_model","datasets","language","library_name","license","mradermacher","quantized_by","tags"],"semanticText":"question-answering transformers llm model en wikimedia/wikipedia knowledgator/llama-encoder-1.0b gguf","semanticTerms":["question-answering","transformers","llm","model","en","wikimedia/wikipedia","knowledgator/llama-encoder-1.0b","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2314},{"lfs":true,"path":"Llama-encoder-1.0B.IQ4_XS.gguf","sizeBytes":609808032},{"lfs":true,"path":"Llama-encoder-1.0B.Q2_K.gguf","sizeBytes":432131744},{"lfs":true,"path":"Llama-encoder-1.0B.Q3_K_L.gguf","sizeBytes":591527584},{"lfs":true,"path":"Llama-encoder-1.0B.Q3_K_M.gguf","sizeBytes":548404896},{"lfs":true,"path":"Llama-encoder-1.0B.Q3_K_S.gguf","sizeBytes":499343008},{"lfs":true,"path":"Llama-encoder-1.0B.Q4_K_M.gguf","sizeBytes":667815584},{"lfs":true,"path":"Llama-encoder-1.0B.Q4_K_S.gguf","sizeBytes":639872672},{"lfs":true,"path":"Llama-encoder-1.0B.Q5_K_M.gguf","sizeBytes":782044832},{"lfs":true,"path":"Llama-encoder-1.0B.Q5_K_S.gguf","sizeBytes":766029472},{"lfs":true,"path":"Llama-encoder-1.0B.Q6_K.gguf","sizeBytes":903413408},{"lfs":true,"path":"Llama-encoder-1.0B.Q8_0.gguf","sizeBytes":1169809056},{"lfs":true,"path":"Llama-encoder-1.0B.f16.gguf","sizeBytes":2201018016},{"lfs":false,"path":"README.md","sizeBytes":3538}],"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":9811224156,"sizeKnown":true,"sizeLabel":"9.1 GB","sizeReason":"","declaredSizeBytes":9811224156,"defaultDownloadBytes":667815584,"mirrorCount":1,"downloadCount":51,"stars":0,"citations":0,"updatedAt":"2026-09-24T23:49:39.263Z","createdAt":"2026-06-30T04:24:02.748Z","version":"hf-main","upstream":{"gated":false,"repoId":"mradermacher/Llama-encoder-1.0B-GGUF","private":false,"repoUrl":"https://huggingface.co/mradermacher/Llama-encoder-1.0B-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"fc5066e1b353e2ca4532f5c067cc8cc255c94e49","fetchedAt":"2026-09-24T23:48:49.159Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T23:49:39.263Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":1,"mirroredBytes":667815584,"mirroredFiles":1,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"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_9e917eac74376b321445dfbc6f55f931dedc9eb8fb3cd7f6491a1b6749a49942","artifactId":"hf-model-mradermacher-llama-encoder-1-0b-gguf","representationId":"rep-e5cca44d8b4f63a37c931621c38cb9fdfa7d990554c071e264788020795ab0a1","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-e5cca44d8b4f63a37c931621c38cb9fdfa7d990554c071e264788020795ab0a1","artifactId":"hf-model-mradermacher-llama-encoder-1-0b-gguf","format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/Llama-encoder-1.0B-GGUF","revision":"fc5066e1b353e2ca4532f5c067cc8cc255c94e49","immutable":true},"files":[{"path":"Llama-encoder-1.0B.Q4_K_M.gguf","role":"weight","sizeBytes":667815584,"sha256":"sha256:480d1417d72b1fb328c25cab11030cf208b3f6691d60097fa8681da8730faf24","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:94a738b434103895f9e330cf986f34a79c7117c88109c0b114424d1d535febd4"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:a3e7cd951d7342e0e4638b6cd77e639e0da0f28d163b9a565de3632f7fe44f60","representationDigest":"sha256:184affdd2e9562d5c90680e4ff98ce9cf8aab62b4933014c2df2ec2c687370ba","evidenceSnapshotDigest":"sha256:2cfbea9f64080b74145322b0d502867f5a03d4e9aca13d62eaf96c75e9df3756","evaluatedAt":"2026-09-24T23:49:39.368Z","authorityVersion":"sha256:dabfd75f62c6573b7140edd7d0e14d11df75e24eb74026056a2f9365d23ff23c","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":"2026-10-30T05:22:10.552Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-encoder-1-0b-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":"hosted","hosted":true,"fileCount":14,"publicDownloadableFileCount":1,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":9811224156,"label":"9.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":51,"upstreamStars":0,"label":"51 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/Llama-encoder-1.0B-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: apache-2.0","Provenance: mradermacher/Llama-encoder-1.0B-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-encoder-1-0b-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-encoder-1.0B-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T05:22:10.552Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama-encoder-1-0b-gguf"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-llama-encoder-1-0b-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-encoder-1-0b-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-encoder-1-0b-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-llama-encoder-1-0b-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-encoder-1-0b-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/Llama-encoder-1.0B-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: apache-2.0","Provenance: mradermacher/Llama-encoder-1.0B-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-encoder-1-0b-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-encoder-1-0b-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-encoder-1-0b-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-llama-encoder-1-0b-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-encoder-1-0b-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-encoder-1-0b-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-encoder-1-0b-gguf/distribution"},"supportedClaims":["mradermacher/Llama-encoder-1.0B-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","mradermacher/Llama-encoder-1.0B-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","mradermacher/Llama-encoder-1.0B-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-encoder-1-0b-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-encoder-1-0b-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-llama-encoder-1-0b-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama-encoder-1-0b-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."}}