{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T21:07:33.846Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat","repo":"mlnomad/granite-embedding-97m-multilingual-r2-yat","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T20:48:04.270Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T20:48:04.270Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat","owner":"mlnomad","name":"granite-embedding-97m-multilingual-r2-yat","repo":"mlnomad/granite-embedding-97m-multilingual-r2-yat","type":"embedding","summary":"Model from Hugging Face: mlnomad/granite-embedding-97m-multilingual-r2-yat","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"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"task","value":"sentence-similarity"}],"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":"mlnomad","sourceUrl":"https://huggingface.co/mlnomad/granite-embedding-97m-multilingual-r2-yat","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","safetensors","yatmodernbert","yat-kernel","distillation","mteb","modernbert","multilingual","sentence-similarity","custom_code","base_model:ibm-granite/granite-embedding-97m-multilingual-r2","base_model:finetune:ibm-granite/granite-embedding-97m-multilingual-r2","license:apache-2.0","endpoints_compatible"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","py"],"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":22,"stars":0,"citations":0,"updatedAt":"2026-08-04T17:26:59.713Z","createdAt":"2026-06-30T19:28:37.827Z","version":"hf-main","upstream":{"gated":false,"repoId":"mlnomad/granite-embedding-97m-multilingual-r2-yat","private":false,"repoUrl":"https://huggingface.co/mlnomad/granite-embedding-97m-multilingual-r2-yat","disabled":false,"provider":"huggingface","repoType":"model","revision":"65492ea38ff865b92c1500589006d24bb2437b8a","fetchedAt":"2026-06-30T19:28:37.827Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-08-04T17:26:59.713Z","mirroredBy":"mirror-batch-worker","mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"hostedFiles":0,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"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_5191e819d00f9b3088f550ac4b1033edde0ce53bc99d1b8797a065bf944e55c8","artifactId":"hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat","representationId":"rep-fcda1cda96f8b36d86696ab41dc9730cd56a35e265b7753daffcab1cee823b6c","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-fcda1cda96f8b36d86696ab41dc9730cd56a35e265b7753daffcab1cee823b6c","artifactId":"hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat","format":"safetensors","source":{"provider":"huggingface","identity":"mlnomad/granite-embedding-97m-multilingual-r2-yat","revision":"65492ea38ff865b92c1500589006d24bb2437b8a","immutable":true},"files":[{"path":"1_Pooling/config.json","role":"config","sizeBytes":313,"sha256":"sha256:8bc5c9a40814fcf48d2fbe7cfeff4bee6736c3c2a823ba0ce098985c59d12ab7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a4d802aa131c45accc3a3d3333c78271b5668015508ca4955f65befd40bd8f39"},{"path":"README.md","role":"support","sizeBytes":1013,"sha256":"sha256:4821959bf3c77405dc9921e2c5343ab1e31189ab49385705fd92dd5cfed95e2a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:22c3275158b46fd604bf0fe325de092c48ad581f1a1793cb7f7fccb7b812ded0"},{"path":"config.json","role":"config","sizeBytes":1874,"sha256":"sha256:cd7cffa3467cc41553a8ae031597b909e5cc2b2e15975723f749a3360c8efcd2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0cba1d00c34ded583b263a202f71f63eef21d7f35c486f45fb7107e44325a970"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":283,"sha256":"sha256:3ece546625eb0122bd708b3737fb9a3a333566046da169eaa0514e8f78ce2b10","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5bccd11fab82db1a80cb8799cb48da91d3bd9e52f6255b4f2574945240585a98"},{"path":"model.safetensors","role":"weight","sizeBytes":389870144,"sha256":"sha256:c9236580eda91b6985c92f2cfe0054ec95b905ffbdfb58a553f3771892dec763","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3718129eacf00dd2dc5ba895aef545153371c8e633f3cd26197f15fe2eeb74e8"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e422f5ee56797601eb0e2578ff7d52859ac9e7f71306d70fd4b417705e743232"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":59,"sha256":"sha256:ae8658c7cf91db1a3ceee800af0f9bda2c7ad60a88b5c2b4d6d5cb0a4394c9c1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f04f0171bfcbb366f1aabbab5cd31008429538f04d630e37ee8b82dcc314919b"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":25301671,"sha256":"sha256:51947676cae1f991fa51c6b9a24e14ee5460e5f0b9f692f13bb3159829d1592a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:cc0b67c5d3568dde4c38a86872d11d7695e2fef8bfd0fdf015a34611ff1bd3ba"},{"path":"tokenizer_config.json","role":"config","sizeBytes":647,"sha256":"sha256:d9250e49f135516a991cf7ee192dc118409737bc57d4c7da3cfde574eff3fb2c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7fd675d3a0f58e6392322109101d2f1bfe8fe940923b69c6196069240aeb2788"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:55ace667100aefe357c7828726fe414c36a9ae819510ba25225b8aabb856fa0c","representationDigest":"sha256:fc8f91c9ef3fd09ea8bc591d5540363b6db093862000b64d5b1264db943427cb","evidenceSnapshotDigest":"sha256:0a98e455c31c44b6c9cac643366d8bfa06c262bee75ec407766afffcca328ad1","evaluatedAt":"2026-08-04T17:27:00.146Z","authorityVersion":"sha256:24902ebc6ae718f95334a5cc9a1e6ff99812f4419ae7bf9187a0d11e2c6e800a","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":9,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":11,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T20:48:04.270Z","evidence_url":"/api/manifests/hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat"}},"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":"blocked","hosted":false,"fileCount":11,"publicDownloadableFileCount":0,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":false,"bytes":0,"label":"unknown","reason":"upstream file sizes are not indexed yet"},"demand":{"mirrorRequests":0,"upstreamDownloads":22,"upstreamStars":0,"label":"22 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":"mlnomad/granite-embedding-97m-multilingual-r2-yat"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: mlnomad/granite-embedding-97m-multilingual-r2-yat","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":11,"totalFiles":11},"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-mlnomad-granite-embedding-97m-multilingual-r2-yat/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mlnomad/granite-embedding-97m-multilingual-r2-yat"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T20:48:04.270Z","evidence_url":"/api/manifests/hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat/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":"mlnomad/granite-embedding-97m-multilingual-r2-yat"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"manifest metadata present; selected-representation state unknown"}],"strengths":["License: apache-2.0","Provenance: mlnomad/granite-embedding-97m-multilingual-r2-yat","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":11,"totalFiles":11},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat/distribution"},"supportedClaims":["mlnomad/granite-embedding-97m-multilingual-r2-yat has 0 self-reported, unqualified Hugging Bay community reviews.","mlnomad/granite-embedding-97m-multilingual-r2-yat has 0 self-reported run claims; none qualify verification during limited availability.","mlnomad/granite-embedding-97m-multilingual-r2-yat 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-mlnomad-granite-embedding-97m-multilingual-r2-yat/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mlnomad-granite-embedding-97m-multilingual-r2-yat/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."}}