{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T06:33:04.947Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding","repo":"avemio-digital/German-RAG_ModernBERT_base_pairs_embedding","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":599728490,"readinessCheckedAt":"2026-10-29T04:52:12.070Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":599728490,"readinessCheckedAt":"2026-10-29T04:52:12.070Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding","owner":"avemio-digital","name":"German-RAG_ModernBERT_base_pairs_embedding","repo":"avemio-digital/German-RAG_ModernBERT_base_pairs_embedding","type":"embedding","summary":"Model from Hugging Face: avemio-digital/German-RAG_ModernBERT_base_pairs_embedding","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":"avemio-digital","sourceUrl":"https://huggingface.co/avemio-digital/German-RAG_ModernBERT_base_pairs_embedding","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","modernbert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:933246","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","de","dataset:avemio/german-rag-embedding-pairs-hessian-ai","arxiv:1908.10084","arxiv:2205.13147"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors"],"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":24,"stars":1,"citations":0,"updatedAt":"2026-08-04T15:45:13.703Z","createdAt":"2026-06-30T19:25:10.790Z","version":"hf-main","upstream":{"gated":false,"repoId":"avemio-digital/German-RAG_ModernBERT_base_pairs_embedding","private":false,"repoUrl":"https://huggingface.co/avemio-digital/German-RAG_ModernBERT_base_pairs_embedding","disabled":false,"provider":"huggingface","repoType":"model","revision":"02730011cc78d406e7c68edb8cf0ec1187838ee1","fetchedAt":"2026-06-30T19:25:10.790Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-04T15:45:13.703Z","mirroredBy":"mirror-batch-worker","mirroredBytes":599728490,"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_23d99e7e8eb00ccfda1c4e39a32c9ef3f8586661e0b6b0b7c179cb98678bd313","artifactId":"hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding","representationId":"rep-84c460c23d7b85f32c97746a98a9e93b1062115a200f753aba0da01a6a022f7f","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-84c460c23d7b85f32c97746a98a9e93b1062115a200f753aba0da01a6a022f7f","artifactId":"hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding","format":"safetensors","source":{"provider":"huggingface","identity":"avemio-digital/German-RAG_ModernBERT_base_pairs_embedding","revision":"02730011cc78d406e7c68edb8cf0ec1187838ee1","immutable":true},"files":[{"path":"1_Pooling/config.json","role":"config","sizeBytes":296,"sha256":"sha256:1c8bc7bd750c5c20d8707f1c5c578f5d69bb3d1d5ebcf4b2fde5128de154ec1c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c272778fdf757bfbd46055d7a8e1fc938ea3c76d677edb6503a5db5058b3ffa2"},{"path":"README.md","role":"support","sizeBytes":51031,"sha256":"sha256:a8658ffb6a1f1225b90a3b4727e82f470e56d074953dfdbeacf1fab341b197d1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1e7967dd180b6777c976f1416908e61dbda1417c3c7e831daf93e62c615b335d"},{"path":"config.json","role":"config","sizeBytes":1327,"sha256":"sha256:d3d4010315094611052aa56f198223857a57811b9e3ba4fcf385433a239dc40c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9c0628967e431018eade63320c1d4762474278cc64348642963aca4f9f2602db"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":205,"sha256":"sha256:e67f57501d9f09c28078bb53f24452c58096cd10ee2131e43532088b642bc2b7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:602452694c607d1c24f454dfb694f9d0bc785648215ce5dd463e032f71530abc"},{"path":"model.safetensors","role":"weight","sizeBytes":596070136,"sha256":"sha256:4f0eb1cc5d9c6eaf912b00586da917796f43acf8cbc2cf50efe054ec3c622a02","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0f3b6354479cc1145ded4320158742a95e152bbc353f83c444e6811e81925f86"},{"path":"modules.json","role":"support","sizeBytes":229,"sha256":"sha256:8f4b264b80206c830bebbdcae377e137925650a433b689343a63bdc9b3145460","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:53c1ba6fade0f2e3018a75cac4de16feb9b65e4f59f52583cf777d718386fac6"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":54,"sha256":"sha256:eb9b44b13c0f52a3b3685c3b1cbdea1ba8b04bea123b98f61610048940776eb1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0995b8cad621666e8454f4ee2048ecf3dda480ad9c6eab2273e1bf718a86cff0"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":694,"sha256":"sha256:ea97ecdbcc73713039d8d64dbb05e3689495c96657fbd9a18f5bed381be81049","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9f1990c875b11d21479426d998fef9d9777fcc1e680fbc3add1fc577968eab2e"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":3583486,"sha256":"sha256:bb637767e8dfb8044597df6c58243bff2e592ae9e3b310c0bbdb8591f6ac543d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:39d3fe71a2ebe33229f32a7051ed6a9aeac07e3c47a496016e44d1d8c1a8e356"},{"path":"tokenizer_config.json","role":"config","sizeBytes":21032,"sha256":"sha256:6829fb46f0999311907fec679e9a73967abc148388c4aa1423bdcb17530f7114","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9553292c168a4ff1bbca6271042b0283897fa0be29dae7f4bc6a8599b549d6ac"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:efa199a1b600297fe13ea4fc3a4310b427c501f7b0ef2cfa3f62eca5a60e3e8d","representationDigest":"sha256:c18bb08dafa7c1a5570f2f3bd8c24b94649edc1ed2dd88d6d76a5ef69b3fa16f","evidenceSnapshotDigest":"sha256:621f39bcf899e45016e65d218311c75c514936addca1887a8590598a829fa374","evaluatedAt":"2026-08-04T15:45:14.086Z","authorityVersion":"sha256:a1678672ed933c6ed5acd38701cc55b60ace4e5527c51d1bc536ba914725bcff","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":11,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T04:52:12.070Z","evidence_url":"/api/manifests/hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding"}},"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":11,"publicDownloadableFileCount":10,"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":24,"upstreamStars":1,"label":"24 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":"avemio-digital/German-RAG_ModernBERT_base_pairs_embedding"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/11 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: avemio-digital/German-RAG_ModernBERT_base_pairs_embedding","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 10/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":1,"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-avemio-digital-german-rag-modernbert-base-pairs-embedding/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"avemio-digital/German-RAG_ModernBERT_base_pairs_embedding"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T04:52:12.070Z","evidence_url":"/api/manifests/hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding/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":"avemio-digital/German-RAG_ModernBERT_base_pairs_embedding"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/11 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: avemio-digital/German-RAG_ModernBERT_base_pairs_embedding","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 10/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":1,"totalFiles":11},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding/distribution"},"supportedClaims":["avemio-digital/German-RAG_ModernBERT_base_pairs_embedding has 0 self-reported, unqualified Hugging Bay community reviews.","avemio-digital/German-RAG_ModernBERT_base_pairs_embedding has 0 self-reported run claims; none qualify verification during limited availability.","avemio-digital/German-RAG_ModernBERT_base_pairs_embedding 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-avemio-digital-german-rag-modernbert-base-pairs-embedding/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-avemio-digital-german-rag-modernbert-base-pairs-embedding/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."}}