{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T23:06:18.062Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-bartowski-granite-embedding-107m-multilingual-gguf","repo":"bartowski/granite-embedding-107m-multilingual-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":117011136,"readinessCheckedAt":"2026-10-29T21:46:43.384Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":117011136,"readinessCheckedAt":"2026-10-29T21:46:43.384Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-bartowski-granite-embedding-107m-multilingual-gguf","owner":"bartowski","name":"granite-embedding-107m-multilingual-GGUF","repo":"bartowski/granite-embedding-107m-multilingual-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: bartowski/granite-embedding-107m-multilingual-GGUF · unknown","cardDescription":"Generates text by continuing a prompt.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for generating text.","confidence":"medium","task":"text-generation","audience":null,"basis":"recorded-metadata","rules":["task:text-generation"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"ibm-granite/granite-embedding-107m-multilingual"},{"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":"ibm-granite/granite-embedding-107m-multilingual","field":"baseModel"}],"parameters":null,"size":{"bytes":2097356954,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"bartowski","sourceUrl":"https://huggingface.co/bartowski/granite-embedding-107m-multilingual-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","gguf","language","granite","embeddings","multilingual","text-generation","en","ar","cs","de","es","fr","it","ja","ko","nl","pt","zh","base_model:ibm-granite/granite-embedding-107m-multilingual","base_model:quantized:ibm-granite/granite-embedding-107m-multilingual"],"task":"text-generation","modality":"text","framework":"unknown","formats":["gitattributes","md","gguf"],"baseModel":"ibm-granite/granite-embedding-107m-multilingual","derivedFrom":"ibm-granite/granite-embedding-107m-multilingual","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"ibm-granite/granite-embedding-107m-multilingual","languages":["en","ar","cs","de","es","fr","it","ja","ko","nl","pt","zh"],"sourceUrl":"https://huggingface.co/bartowski/granite-embedding-107m-multilingual-GGUF","evalResults":[{"task":"Retrieval","score":"0.41176","metric":"ndcg_at_1","verified":false,"benchmark":"Miracl (en)"},{"task":"Retrieval","score":"0.46682","metric":"ndcg_at_10","verified":false,"benchmark":"Miracl (en)"},{"task":"Retrieval","score":"0.54326","metric":"ndcg_at_100","verified":false,"benchmark":"Miracl (en)"},{"task":"Retrieval","score":"0.56567","metric":"ndcg_at_1000","verified":false,"benchmark":"Miracl (en)"},{"task":"Retrieval","score":"0.50157","metric":"ndcg_at_20","verified":false,"benchmark":"Miracl (en)"},{"task":"Retrieval","score":"0.41197","metric":"ndcg_at_3","verified":false,"benchmark":"Miracl (en)"},{"task":"Retrieval","score":"0.42086","metric":"ndcg_at_5","verified":false,"benchmark":"Miracl (en)"},{"task":"Retrieval","score":"0.19322","metric":"recall_at_1","verified":false,"benchmark":"Miracl (en)"},{"task":"Retrieval","score":"0.55559","metric":"ndcg_at_1","verified":false,"benchmark":"Miracl (ar)"},{"task":"Retrieval","score":"0.62541","metric":"ndcg_at_10","verified":false,"benchmark":"Miracl (ar)"},{"task":"Retrieval","score":"0.67101","metric":"ndcg_at_100","verified":false,"benchmark":"Miracl (ar)"},{"task":"Retrieval","score":"0.6805","metric":"ndcg_at_1000","verified":false,"benchmark":"Miracl (ar)"}],"libraryName":"unknown","pipelineTag":"text-generation","cardDataKeys":["base_model","language","license","model-index","pipeline_tag","quantized_by","tags"],"semanticText":"text-generation unknown llm model en ar cs de es fr it ja ko nl pt zh ibm-granite/granite-embedding-107m-multilingual gguf embeddings base_model:ibm-granite/granite-embedding-107m-multilingual base_model:quantized:ibm-granite/granite-embedding-107m-multilingual","semanticTerms":["text-generation","unknown","llm","model","en","ar","cs","de","es","fr","it","ja","ko","nl","pt","zh","ibm-granite/granite-embedding-107m-multilingual","gguf","embeddings","base_model:ibm-granite/granite-embedding-107m-multilingual","base_model:quantized:ibm-granite/granite-embedding-107m-multilingual"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2938},{"lfs":false,"path":"README.md","sizeBytes":26912},{"lfs":true,"path":"granite-embedding-107m-multilingual-IQ3_M.gguf","sizeBytes":115462848},{"lfs":true,"path":"granite-embedding-107m-multilingual-IQ4_NL.gguf","sizeBytes":115711680},{"lfs":true,"path":"granite-embedding-107m-multilingual-IQ4_XS.gguf","sizeBytes":115601088},{"lfs":true,"path":"granite-embedding-107m-multilingual-Q3_K_L.gguf","sizeBytes":116485824},{"lfs":true,"path":"granite-embedding-107m-multilingual-Q3_K_M.gguf","sizeBytes":115951296},{"lfs":true,"path":"granite-embedding-107m-multilingual-Q3_K_XL.gguf","sizeBytes":116485824},{"lfs":true,"path":"granite-embedding-107m-multilingual-Q4_0.gguf","sizeBytes":115711680},{"lfs":true,"path":"granite-embedding-107m-multilingual-Q4_K_L.gguf","sizeBytes":117011136},{"lfs":true,"path":"granite-embedding-107m-multilingual-Q4_K_M.gguf","sizeBytes":117011136},{"lfs":true,"path":"granite-embedding-107m-multilingual-Q4_K_S.gguf","sizeBytes":116633280},{"lfs":true,"path":"granite-embedding-107m-multilingual-Q5_K_L.gguf","sizeBytes":117729984},{"lfs":true,"path":"granite-embedding-107m-multilingual-Q5_K_M.gguf","sizeBytes":117729984},{"lfs":true,"path":"granite-embedding-107m-multilingual-Q5_K_S.gguf","sizeBytes":117481152},{"lfs":true,"path":"granite-embedding-107m-multilingual-Q6_K.gguf","sizeBytes":120163008},{"lfs":true,"path":"granite-embedding-107m-multilingual-Q6_K_L.gguf","sizeBytes":120163008},{"lfs":true,"path":"granite-embedding-107m-multilingual-Q8_0.gguf","sizeBytes":121020096},{"lfs":true,"path":"granite-embedding-107m-multilingual-f16.gguf","sizeBytes":220974080}],"modelIndexNames":["ibm-granite/granite-embedding-107m-multilingual"]},"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":2097356954,"sizeKnown":true,"sizeLabel":"2.0 GB","sizeReason":"","declaredSizeBytes":2097356954,"defaultDownloadBytes":117011136,"mirrorCount":1,"downloadCount":6330,"stars":5,"citations":0,"updatedAt":"2026-08-28T03:58:34.175Z","createdAt":"2026-06-30T01:37:03.284Z","version":"hf-main","upstream":{"gated":false,"repoId":"bartowski/granite-embedding-107m-multilingual-GGUF","private":false,"repoUrl":"https://huggingface.co/bartowski/granite-embedding-107m-multilingual-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"52fed1c818636b7cb8c4e4e3ae73189efeb78081","fetchedAt":"2026-08-28T03:56:57.932Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-28T03:58:34.175Z","mirroredBy":"mirror-batch-worker","totalFiles":19,"hostedFiles":1,"mirroredBytes":117011136,"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_d7af69c515508f2107dd691530b3056dd40d7ee42c098efe3570ac8637c7b538","artifactId":"hf-model-bartowski-granite-embedding-107m-multilingual-gguf","representationId":"rep-d57a05f47a72f1c3febcfce58a918ad35f6c933e5926247b12909e7899706dce","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-d57a05f47a72f1c3febcfce58a918ad35f6c933e5926247b12909e7899706dce","artifactId":"hf-model-bartowski-granite-embedding-107m-multilingual-gguf","format":"gguf","source":{"provider":"huggingface","identity":"bartowski/granite-embedding-107m-multilingual-GGUF","revision":"52fed1c818636b7cb8c4e4e3ae73189efeb78081","immutable":true},"files":[{"path":"granite-embedding-107m-multilingual-Q4_K_M.gguf","role":"weight","sizeBytes":117011136,"sha256":"sha256:4a0115de29aeeedc73175f14c6e2eee9da1d4b586cbe4c1e95b68b7e36aff36a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:792de5d06429759292f41039ad378429f9346c4f8ed5386ec084365f646da5ab"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:e6a17bebda5d764ed6804f1b80af7418fee547e5daa8d4679843dd61a1af09a0","representationDigest":"sha256:5864cae95ede718ac08bbfa3cb9593904c4a5454318efed2cde6a1372c29a2f3","evidenceSnapshotDigest":"sha256:7a0975bd86344378eef7297d44bfaaefec0a9245dec2591690f3a903bac772fc","evaluatedAt":"2026-08-28T03:58:34.271Z","authorityVersion":"sha256:473ec73bf0980ae8ba23d17285605f32825fa8092b455001c80289fc868593dc","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":19,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T21:46:43.384Z","evidence_url":"/api/manifests/hf-model-bartowski-granite-embedding-107m-multilingual-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":19,"publicDownloadableFileCount":1,"externalFileCount":19,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2097356954,"label":"2.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":6330,"upstreamStars":5,"label":"6.3K 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":"bartowski/granite-embedding-107m-multilingual-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/19 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: bartowski/granite-embedding-107m-multilingual-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/19 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":18,"totalFiles":19},"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-bartowski-granite-embedding-107m-multilingual-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":"bartowski/granite-embedding-107m-multilingual-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T21:46:43.384Z","evidence_url":"/api/manifests/hf-model-bartowski-granite-embedding-107m-multilingual-gguf"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-bartowski-granite-embedding-107m-multilingual-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-granite-embedding-107m-multilingual-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-granite-embedding-107m-multilingual-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-bartowski-granite-embedding-107m-multilingual-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-granite-embedding-107m-multilingual-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":"bartowski/granite-embedding-107m-multilingual-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/19 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: bartowski/granite-embedding-107m-multilingual-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/19 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":18,"totalFiles":19},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-bartowski-granite-embedding-107m-multilingual-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-granite-embedding-107m-multilingual-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-granite-embedding-107m-multilingual-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-bartowski-granite-embedding-107m-multilingual-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-granite-embedding-107m-multilingual-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-granite-embedding-107m-multilingual-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-granite-embedding-107m-multilingual-gguf/distribution"},"supportedClaims":["bartowski/granite-embedding-107m-multilingual-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","bartowski/granite-embedding-107m-multilingual-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","bartowski/granite-embedding-107m-multilingual-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-bartowski-granite-embedding-107m-multilingual-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-granite-embedding-107m-multilingual-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-bartowski-granite-embedding-107m-multilingual-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-granite-embedding-107m-multilingual-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."}}