{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-01T04:50:06.456Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-ibm-granite-granite-embedding-97m-multilingual-r2","repo":"ibm-granite/granite-embedding-97m-multilingual-r2","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":220227876,"readinessCheckedAt":"2026-11-01T03:12:27.627Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":220227876,"readinessCheckedAt":"2026-11-01T03:12:27.627Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-ibm-granite-granite-embedding-97m-multilingual-r2","owner":"ibm-granite","name":"granite-embedding-97m-multilingual-r2","repo":"ibm-granite/granite-embedding-97m-multilingual-r2","type":"embedding","summary":"Model from Hugging Face: ibm-granite/granite-embedding-97m-multilingual-r2","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for checking whether two sentences mean similar things.","confidence":"medium","task":"sentence-similarity","audience":null,"basis":"recorded-metadata","rules":["task:sentence-similarity","tag:sentence-similarity"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"tags","value":"sentence-similarity"},{"field":"task","value":"feature-extraction"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"ibm-granite","sourceUrl":"https://huggingface.co/ibm-granite/granite-embedding-97m-multilingual-r2","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","onnx","safetensors","openvino","modernbert","feature-extraction","granite","embeddings","transformers","multilingual","mteb","sentence-similarity","ar","az"],"task":"feature-extraction","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","sig","onnx","bin","xml"],"baseModel":null,"derivedFrom":null,"cardMetadata":null,"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":0,"sizeKnown":false,"sizeLabel":"unknown","sizeReason":"upstream file sizes are not indexed yet","declaredSizeBytes":1,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":221562,"stars":123,"citations":0,"updatedAt":"2026-07-31T02:17:27.957Z","createdAt":"2026-06-29T22:21:52.982Z","version":"hf-main","upstream":{"gated":false,"repoId":"ibm-granite/granite-embedding-97m-multilingual-r2","private":false,"repoUrl":"https://huggingface.co/ibm-granite/granite-embedding-97m-multilingual-r2","disabled":false,"provider":"huggingface","repoType":"model","revision":"835ad14087e140460703cf0fae09f97d469d65c2","fetchedAt":"2026-07-01T22:48:50.566Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-07-31T02:17:27.957Z","mirroredBy":"mirror-batch-worker","mirroredBytes":220227876,"mirroredFiles":10,"storageProvider":"gcs","hosted":true,"hostedFiles":10,"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_a561fd7b86b359a93a76536817fa5c142073f2965203ea9218dc717361d64465","artifactId":"hf-model-ibm-granite-granite-embedding-97m-multilingual-r2","representationId":"rep-760e48d6d5f414397eeed979f7756391c6775e030e1c12095c5de8d814d98aee","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-760e48d6d5f414397eeed979f7756391c6775e030e1c12095c5de8d814d98aee","artifactId":"hf-model-ibm-granite-granite-embedding-97m-multilingual-r2","format":"safetensors","source":{"provider":"huggingface","identity":"ibm-granite/granite-embedding-97m-multilingual-r2","revision":"835ad14087e140460703cf0fae09f97d469d65c2","immutable":true},"files":[{"path":"1_Pooling/config.json","role":"config","sizeBytes":313,"sha256":"sha256:8bc5c9a40814fcf48d2fbe7cfeff4bee6736c3c2a823ba0ce098985c59d12ab7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:52742320a7ed9fa390b2160dc0c160105dafe37b89d246860a0fe932755ddc99"},{"path":"README.md","role":"support","sizeBytes":20684,"sha256":"sha256:a73d22110e7e6d947f55cdd4f1a8b0b622e340fd09a66d302f5fe800899024bd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5457430cc6c6bc4a8acbf0d6e54afc3b2a98535ca813ea47fc0c6edd0a4f9c1b"},{"path":"config.json","role":"config","sizeBytes":1216,"sha256":"sha256:de948b0bdc6f356afad7a84b276d8dd7e7fe10fb9add1bb5e610621c28e41ebc","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:47a68b1bd6382e9a54519c99336e6c20f80f86258078162d973ce75490116c20"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":283,"sha256":"sha256:93a59cbc7d82a47a7148719d9b21c0f2f111121e495b3918143184f4cd0ea25e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dbba669967c7a64b50ffe8019bfdee93aed001c3f618a5777dfb3dcc16705530"},{"path":"model.safetensors","role":"weight","sizeBytes":194889568,"sha256":"sha256:f3ea88b230492811046145513710e76b4cc8c2ad49e8708da0e7247e548903be","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a2b383811a6444b7782ede0da1bf62409810ed942422384de7982cb35e387dfc"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:020c087ad37e28af55f52aca0517cdb95cf962a133f1ee1a523c84f05ae14176"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":60,"sha256":"sha256:967ef958285e4a7a37d8ff1832473d967edd913b4e48572f31c3d3ea361d5327","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b530c87968c6f61577b8c21c11bd9d9c48af1454acf4b0f3815da3b3dfeb02a0"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":871,"sha256":"sha256:013787ee251ff611722479197c00853b62113ad303cb0a36524231783c676c69","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:64770934410532cb36b15684dff61946bc9fb73bdb0417c483ca20c8ee92c65f"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":25301672,"sha256":"sha256:4f2842d568e2724370aec203652a42ac783c7937f8347a1a2cc7506d71f1582f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:35b8c3f908c46928989337cd217beab6e44e79eda04e88d5f8789d837cf98bcb"},{"path":"tokenizer_config.json","role":"config","sizeBytes":12860,"sha256":"sha256:6ed69389e30a8ecabfce2f9ebcdf0c908b34056f24d994340f2f216521c057d5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3a7f85ce4f3d6832bc19c45d3af9f8dde57dce0677e31b5d0529ea4d004652e6"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:1f69de632b7eb54e7216a6b2b62f5474c54b30115e08112527fe5969edb85a3f","representationDigest":"sha256:27f6ef697aeb206770e340cbbf742badb35f0ad1d10b2f768befb8cfcaf91a5d","evidenceSnapshotDigest":"sha256:f4c0611e625336de0e0951e629abd8b3cd50056eeb05b87806b59e9ef83bc178","evaluatedAt":"2026-07-31T02:17:28.355Z","authorityVersion":"sha256:382e8365f502b9c85070c1a26a941c392cabc6cae442aef2e12056f77108b7b4","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":10,"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":"2026-11-01T03:12:27.627Z","evidence_url":"/api/manifests/hf-model-ibm-granite-granite-embedding-97m-multilingual-r2"}},"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":18,"publicDownloadableFileCount":10,"externalFileCount":18,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":false,"bytes":0,"label":"unknown","reason":"upstream file sizes are not indexed yet"},"demand":{"mirrorRequests":0,"upstreamDownloads":221562,"upstreamStars":123,"label":"222K 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":"ibm-granite/granite-embedding-97m-multilingual-r2"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/18 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: ibm-granite/granite-embedding-97m-multilingual-r2","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 10/18 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":8,"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-ibm-granite-granite-embedding-97m-multilingual-r2/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"ibm-granite/granite-embedding-97m-multilingual-r2"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T03:12:27.627Z","evidence_url":"/api/manifests/hf-model-ibm-granite-granite-embedding-97m-multilingual-r2"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-ibm-granite-granite-embedding-97m-multilingual-r2/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-embedding-97m-multilingual-r2/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-embedding-97m-multilingual-r2/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-ibm-granite-granite-embedding-97m-multilingual-r2","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-embedding-97m-multilingual-r2/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":"ibm-granite/granite-embedding-97m-multilingual-r2"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/18 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: ibm-granite/granite-embedding-97m-multilingual-r2","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 10/18 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":8,"totalFiles":18},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-ibm-granite-granite-embedding-97m-multilingual-r2/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-embedding-97m-multilingual-r2/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-embedding-97m-multilingual-r2/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-ibm-granite-granite-embedding-97m-multilingual-r2","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-embedding-97m-multilingual-r2/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-embedding-97m-multilingual-r2/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-embedding-97m-multilingual-r2/distribution"},"supportedClaims":["ibm-granite/granite-embedding-97m-multilingual-r2 has 0 self-reported, unqualified Hugging Bay community reviews.","ibm-granite/granite-embedding-97m-multilingual-r2 has 0 self-reported run claims; none qualify verification during limited availability.","ibm-granite/granite-embedding-97m-multilingual-r2 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-ibm-granite-granite-embedding-97m-multilingual-r2/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-embedding-97m-multilingual-r2/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ibm-granite-granite-embedding-97m-multilingual-r2"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-embedding-97m-multilingual-r2/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."}}