{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T02:05:36.365Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1","repo":"dima-does-code/LaBSE-geonames-15K-MBML-5e-v1","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":1897365269,"readinessCheckedAt":"2026-10-29T01:45:32.462Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":1897365269,"readinessCheckedAt":"2026-10-29T01:45:32.462Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1","owner":"dima-does-code","name":"LaBSE-geonames-15K-MBML-5e-v1","repo":"dima-does-code/LaBSE-geonames-15K-MBML-5e-v1","type":"embedding","summary":"Model from Hugging Face for sentence similarity: dima-does-code/LaBSE-geonames-15K-MBML-5e-v1 · sentence transformers","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":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"sentence-transformers/LaBSE"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","value":"sentence-similarity"}],"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":"sentence-transformers/LaBSE","field":"baseModel"}],"parameters":null,"size":{"bytes":3791111565,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"dima-does-code","sourceUrl":"https://huggingface.co/dima-does-code/LaBSE-geonames-15K-MBML-5e-v1","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","sentence-transformers","pytorch","safetensors","bert","feature-extraction","sentence-similarity","ru","en","base_model:sentence-transformers/labse","base_model:finetune:sentence-transformers/labse","license:apache-2.0","text-embeddings-inference","region:us","embedding","sentence-transformers/labse"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","bin","md","safetensors","txt"],"baseModel":"sentence-transformers/LaBSE","derivedFrom":"sentence-transformers/LaBSE","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"sentence-transformers/LaBSE","languages":["ru","en"],"sourceUrl":"https://huggingface.co/dima-does-code/LaBSE-geonames-15K-MBML-5e-v1","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","inference","language","license","pipeline_tag","tags","widget"],"semanticText":"sentence-similarity sentence-transformers embedding model ru en sentence-transformers/labse safetensors base_model:sentence-transformers/labse base_model:finetune:sentence-transformers/labse text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","ru","en","sentence-transformers/labse","safetensors","base_model:sentence-transformers/labse","base_model:finetune:sentence-transformers/labse","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":190},{"lfs":false,"path":"2_Dense/config.json","sizeBytes":114},{"lfs":true,"path":"2_Dense/pytorch_model.bin","sizeBytes":2363583},{"lfs":false,"path":"README.md","sizeBytes":2693},{"lfs":false,"path":"config.json","sizeBytes":902},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":122},{"lfs":true,"path":"model.safetensors","sizeBytes":1883730160},{"lfs":false,"path":"modules.json","sizeBytes":461},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":1886157365},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":53},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":125},{"lfs":true,"path":"tokenizer.json","sizeBytes":13632172},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1274},{"lfs":false,"path":"vocab.txt","sizeBytes":5220781}],"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":3791111565,"sizeKnown":true,"sizeLabel":"3.5 GB","sizeReason":"","declaredSizeBytes":3791111565,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":92,"stars":0,"citations":0,"updatedAt":"2026-09-25T07:27:58.215Z","createdAt":"2026-09-25T07:25:06.653Z","version":"hf-main","upstream":{"gated":false,"repoId":"dima-does-code/LaBSE-geonames-15K-MBML-5e-v1","private":false,"repoUrl":"https://huggingface.co/dima-does-code/LaBSE-geonames-15K-MBML-5e-v1","disabled":false,"provider":"huggingface","repoType":"model","revision":"d8358a8182b08c193dcffb8b27a1d6c734e06906","fetchedAt":"2026-09-25T07:25:06.651Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-25T07:27:58.215Z","mirroredBy":"mirror-batch-worker","totalFiles":15,"hostedFiles":8,"mirroredBytes":1897365269,"mirroredFiles":8,"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_616c226329447a9bc091bc1ef2a8e58d4676ba5936570555f44f4f7516342f7a","artifactId":"hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1","representationId":"rep-0e29b2629c9b8f5914b27e0f94cb0a267b7b1366da3430d0cad2aeb43c8f26b7","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-0e29b2629c9b8f5914b27e0f94cb0a267b7b1366da3430d0cad2aeb43c8f26b7","artifactId":"hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1","format":"safetensors","source":{"provider":"huggingface","identity":"dima-does-code/LaBSE-geonames-15K-MBML-5e-v1","revision":"d8358a8182b08c193dcffb8b27a1d6c734e06906","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":902,"sha256":"sha256:c1f3d402ffde5575b54616d7c5a3b1d6ac1b807d3097b8c339ee9524439e3430","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d621df7f88a8a2aa1d4bf13dc1d08725284e8b0254b13d47e11ce39efcc556d7"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":122,"sha256":"sha256:b8c64b5cece00d8424b4896ea75b512b6008576088497609dfeb6bd63e6d36b8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b759f540925b1c905cb666ef6ffcb6bd5432267c1e9b0ddb96e90d5712123f97"},{"path":"model.safetensors","role":"weight","sizeBytes":1883730160,"sha256":"sha256:b7d32e2c69492e5e2023648d5dca72ea22aaa2cd4ecc901bb5dd78f574aeefb0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9107c662a8d982df073fd22957f76259587fc616f1a951e95747cc4f7df379a7"},{"path":"modules.json","role":"support","sizeBytes":461,"sha256":"sha256:41251094dfd3e7ff81a85ba97b3f4788df47e4039f1bc5037575b43c028beb40","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f358c0591cad7a45247f32d99edd548383427d76d9f8fa4dbf3de3da6fd1bd66"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":53,"sha256":"sha256:fc1993fde0a95c24ec6c022539d41cf6e2f7c9721e5415d6fb6897472a9cd4b7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dd023bd31bbd485a4e8141f121f6eae0121e3271186fc8a412ffa561d2a2a2a2"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":125,"sha256":"sha256:b6d346be366a7d1d48332dbc9fdf3bf8960b5d879522b7799ddba59e76237ee3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6a90195b6bcce9537e114287d5c1de776ca6ac7657b8ed2b0228cbd84fb32a32"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":13632172,"sha256":"sha256:92262b29204f8fdc169a63f9005a0e311a16262cef4d96ecfe2a7ed638662ed3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7a441e564a93cec61f26f6051b603f212047bcc30189fbdfbcfad0c01f7e96f2"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1274,"sha256":"sha256:89204da2cfa39efda246e43efc927015afe2aa650763967d6b4f25c745088f56","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:07a309c978b184f607b7a6dba880a0ef5a012fc3845a59adde9b209c340c40de"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:e22298e1152af114e39c16fe803c5ef3a3fd91306860266f73328816a644ea8e","representationDigest":"sha256:e4a39c26190c289a8562e04b0e55a7a9188c4376329eb7f3ec60461e6c4df557","evidenceSnapshotDigest":"sha256:ab895f6e4f6ac833744b5af81b609dfd09c0b805f2cbbb56e51b315c5463e2fb","evaluatedAt":"2026-09-25T07:27:58.554Z","authorityVersion":"sha256:bd1ac401034e62a3ce9caeb10d60ff4b01557b823a8451691eb247e925611c03","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":8,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":15,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T01:45:32.462Z","evidence_url":"/api/manifests/hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1"}},"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":15,"publicDownloadableFileCount":8,"externalFileCount":15,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":3791111565,"label":"3.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":92,"upstreamStars":0,"label":"92 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":"dima-does-code/LaBSE-geonames-15K-MBML-5e-v1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/15 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: dima-does-code/LaBSE-geonames-15K-MBML-5e-v1","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":7,"totalFiles":15},"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-dima-does-code-labse-geonames-15k-mbml-5e-v1/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"dima-does-code/LaBSE-geonames-15K-MBML-5e-v1"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T01:45:32.462Z","evidence_url":"/api/manifests/hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1/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":"dima-does-code/LaBSE-geonames-15K-MBML-5e-v1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/15 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: dima-does-code/LaBSE-geonames-15K-MBML-5e-v1","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":7,"totalFiles":15},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1/distribution"},"supportedClaims":["dima-does-code/LaBSE-geonames-15K-MBML-5e-v1 has 0 self-reported, unqualified Hugging Bay community reviews.","dima-does-code/LaBSE-geonames-15K-MBML-5e-v1 has 0 self-reported run claims; none qualify verification during limited availability.","dima-does-code/LaBSE-geonames-15K-MBML-5e-v1 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-dima-does-code-labse-geonames-15k-mbml-5e-v1/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-dima-does-code-labse-geonames-15k-mbml-5e-v1/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."}}