{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T18:32:26.013Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5","repo":"tomaarsen/splade-modernbert-base-miriad-1e-5","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":602242935,"readinessCheckedAt":"2026-10-31T18:00:04.048Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":602242935,"readinessCheckedAt":"2026-10-31T18:00:04.048Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5","owner":"tomaarsen","name":"splade-modernbert-base-miriad-1e-5","repo":"tomaarsen/splade-modernbert-base-miriad-1e-5","type":"embedding","summary":"Model from Hugging Face for feature extraction: tomaarsen/splade-modernbert-base-miriad-1e-5 · 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 turning text into vectors.","confidence":"medium","task":"text-embedding","audience":null,"basis":"recorded-metadata","rules":["task:text-embedding","metadata:text-vectors"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"answerdotai/ModernBERT-base"},{"field":"cardMetadata.libraryName","value":"sentence-transformers"},{"field":"modality","value":"text"},{"field":"task","value":"feature-extraction"},{"field":"cardMetadata.pipelineTag","value":"feature-extraction"}],"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":"answerdotai/ModernBERT-base","field":"baseModel"}],"parameters":null,"size":{"bytes":602315040,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"tomaarsen","sourceUrl":"https://huggingface.co/tomaarsen/splade-modernbert-base-miriad-1e-5","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","safetensors","modernbert","sparse-encoder","sparse","splade","generated_from_trainer","dataset_size:100000","loss:spladeloss","loss:sparsemultiplenegativesrankingloss","loss:flopsloss","feature-extraction","en","dataset:tomaarsen/miriad-4.4m-split","arxiv:1908.10084","arxiv:2205.04733","arxiv:1705.00652","arxiv:2004.05665","base_model:answerdotai/modernbert-base","base_model:finetune:answerdotai/modernbert-base"],"task":"feature-extraction","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors"],"baseModel":"answerdotai/ModernBERT-base","derivedFrom":"answerdotai/ModernBERT-base","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["dot_accuracy@1","dot_accuracy@3","dot_accuracy@5","dot_accuracy@10","dot_precision@1","dot_precision@3","dot_precision@5","dot_precision@10","dot_recall@1","dot_recall@3","dot_recall@5","dot_recall@10"],"datasets":["tomaarsen/miriad-4.4M-split"],"paperIds":["1908.10084","2205.04733","1705.00652","2004.05665"],"repoType":"model","baseModel":"answerdotai/ModernBERT-base","languages":["en"],"sourceUrl":"https://huggingface.co/tomaarsen/splade-modernbert-base-miriad-1e-5","evalResults":[{"task":"Sparse Information Retrieval","score":"0.7888","metric":"Dot Accuracy@1","verified":false,"benchmark":"miriad eval"},{"task":"Sparse Information Retrieval","score":"0.9004","metric":"Dot Accuracy@3","verified":false,"benchmark":"miriad eval"},{"task":"Sparse Information Retrieval","score":"0.931","metric":"Dot Accuracy@5","verified":false,"benchmark":"miriad eval"},{"task":"Sparse Information Retrieval","score":"0.9578","metric":"Dot Accuracy@10","verified":false,"benchmark":"miriad eval"},{"task":"Sparse Information Retrieval","score":"0.7888","metric":"Dot Precision@1","verified":false,"benchmark":"miriad eval"},{"task":"Sparse Information Retrieval","score":"0.3001333333333333","metric":"Dot Precision@3","verified":false,"benchmark":"miriad eval"},{"task":"Sparse Information Retrieval","score":"0.18620000000000003","metric":"Dot Precision@5","verified":false,"benchmark":"miriad eval"},{"task":"Sparse Information Retrieval","score":"0.09578000000000002","metric":"Dot Precision@10","verified":false,"benchmark":"miriad eval"},{"task":"Sparse Information Retrieval","score":"0.7948","metric":"Dot Accuracy@1","verified":false,"benchmark":"miriad test"},{"task":"Sparse Information Retrieval","score":"0.9037","metric":"Dot Accuracy@3","verified":false,"benchmark":"miriad test"},{"task":"Sparse Information Retrieval","score":"0.933","metric":"Dot Accuracy@5","verified":false,"benchmark":"miriad test"},{"task":"Sparse Information Retrieval","score":"0.9601","metric":"Dot Accuracy@10","verified":false,"benchmark":"miriad test"}],"libraryName":"sentence-transformers","pipelineTag":"feature-extraction","cardDataKeys":["base_model","co2_eq_emissions","datasets","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"feature-extraction sentence-transformers embedding model en tomaarsen/miriad-4.4m-split dot_accuracy@1 dot_accuracy@3 dot_accuracy@5 dot_accuracy@10 dot_precision@1 dot_precision@3 dot_precision@5 dot_precision@10 dot_recall@1 dot_recall@3 dot_recall@5 dot_recall@10 answerdotai/modernbert-base modernbert-base trained on miriad question-passage tuples safetensors text-embeddings-inference","semanticTerms":["feature-extraction","sentence-transformers","embedding","model","en","tomaarsen/miriad-4.4m-split","dot_accuracy@1","dot_accuracy@3","dot_accuracy@5","dot_accuracy@10","dot_precision@1","dot_precision@3","dot_precision@5","dot_precision@10","dot_recall@1","dot_recall@3","dot_recall@5","dot_recall@10","answerdotai/modernbert-base","modernbert-base trained on miriad question-passage tuples","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_SpladePooling/config.json","sizeBytes":111},{"lfs":false,"path":"README.md","sizeBytes":70475},{"lfs":false,"path":"config.json","sizeBytes":1265},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":292},{"lfs":true,"path":"model.safetensors","sizeBytes":598635032},{"lfs":false,"path":"modules.json","sizeBytes":287},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":61},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":731},{"lfs":false,"path":"tokenizer.json","sizeBytes":3583486},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":21781}],"modelIndexNames":["ModernBERT-base trained on MIRIAD question-passage tuples"]},"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":602315040,"sizeKnown":true,"sizeLabel":"574.4 MB","sizeReason":"","declaredSizeBytes":602315040,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":78,"stars":0,"citations":0,"updatedAt":"2026-09-24T22:29:17.373Z","createdAt":"2026-09-24T22:28:18.465Z","version":"hf-main","upstream":{"gated":false,"repoId":"tomaarsen/splade-modernbert-base-miriad-1e-5","private":false,"repoUrl":"https://huggingface.co/tomaarsen/splade-modernbert-base-miriad-1e-5","disabled":false,"provider":"huggingface","repoType":"model","revision":"6ef7a493b4ce0403cbd82501b59b1678f8fcef4a","fetchedAt":"2026-09-24T22:28:18.460Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T22:29:17.373Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":8,"mirroredBytes":602242935,"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_5322f9333102a841467c33fe2d0aa15443c8dc87d10a230eae616dabf3f93a28","artifactId":"hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5","representationId":"rep-122be31a9effae1ae0272c1c22495847a7a235e96c9984e25f0c342219a64240","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-122be31a9effae1ae0272c1c22495847a7a235e96c9984e25f0c342219a64240","artifactId":"hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5","format":"safetensors","source":{"provider":"huggingface","identity":"tomaarsen/splade-modernbert-base-miriad-1e-5","revision":"6ef7a493b4ce0403cbd82501b59b1678f8fcef4a","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":1265,"sha256":"sha256:6ef014b5c5ff2e7455d6c25919e87a1b26169bcb787bc7537bb5af0e918da712","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1fa5c390f922581966d5a47bbf16426719db3410ea80dfc2584ca6ecd9d472c8"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":292,"sha256":"sha256:4d970aedc7b2ee982fc12428d63f5b6b130eb7e24ca4e885ade996dec00dddaa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:30bf1d90a19796e17cf86cb47ce584e02457524dbd54ad1e5e0909a434e7e522"},{"path":"model.safetensors","role":"weight","sizeBytes":598635032,"sha256":"sha256:726c119e5cbdd4d05b1841158576a6809b86b3e7ccc151fca1f6191bb2b01c1a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b969d141299a32fa2c9c986c1834174a0cb0c0a2345bafedb06023efd5618a04"},{"path":"modules.json","role":"support","sizeBytes":287,"sha256":"sha256:8b7a73d0383e0db8a91bc6d1cc92ce1d35b142a01a4958e9d10f011682c55f80","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9e4509065697acf5783041de6a40432fc5b71b446ea47945ec91f4de633a15ef"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":61,"sha256":"sha256:9840259532045ad536f8bd238a29b4f171c5b03b7c6369e249c4f85028ca0c53","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4a29a01e1b4b48922ed5495887f75f941b691fd31a04585626f893b18624a8a7"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":731,"sha256":"sha256:e386620cb5e9f6570fe98481fde86167b4236cdebdcc42308652574122561619","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:43bb731ec8c9ff2203048ac27143c4b0021c69d573932257b2ba48e362e0aa78"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":3583486,"sha256":"sha256:bb637767e8dfb8044597df6c58243bff2e592ae9e3b310c0bbdb8591f6ac543d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:50e507c34083e6c877e84ecef41c3e7866013c98a0c756e9e90decc99b487639"},{"path":"tokenizer_config.json","role":"config","sizeBytes":21781,"sha256":"sha256:973134a8b0937f6a3a3567a5cc5cbd05a95974af1f8d2173c43dd09cf2f0e4bb","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dd6c2dbd213fe5a92f384ede582c2fd427d924c701eab7057d80e603cd561e32"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:62ce1c4fcf925c9ed3bb6b8c4746806a97c31ce638da4db36e2082dca95b2684","representationDigest":"sha256:403c7ba75c894bf92b7f36b886ff54e0fcb00ab2fe633b55dc91ea5fda89453c","evidenceSnapshotDigest":"sha256:cd4021cdede0f7cbbf14f403d4cb2b8cc9f0b6eb18dfd638af6097155e784cee","evaluatedAt":"2026-09-24T22:29:17.690Z","authorityVersion":"sha256:bec4ac9c89fae7bb876026bc0ea0b377ca49756dc8f31a4b7717b56fe6740981","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":11,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T18:00:04.048Z","evidence_url":"/api/manifests/hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5"}},"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":8,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":602315040,"label":"574.4 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":78,"upstreamStars":0,"label":"78 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":"tomaarsen/splade-modernbert-base-miriad-1e-5"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/11 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: tomaarsen/splade-modernbert-base-miriad-1e-5","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":3,"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-tomaarsen-splade-modernbert-base-miriad-1e-5/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"tomaarsen/splade-modernbert-base-miriad-1e-5"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T18:00:04.048Z","evidence_url":"/api/manifests/hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5/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":"tomaarsen/splade-modernbert-base-miriad-1e-5"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/11 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: tomaarsen/splade-modernbert-base-miriad-1e-5","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":3,"totalFiles":11},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5/distribution"},"supportedClaims":["tomaarsen/splade-modernbert-base-miriad-1e-5 has 0 self-reported, unqualified Hugging Bay community reviews.","tomaarsen/splade-modernbert-base-miriad-1e-5 has 0 self-reported run claims; none qualify verification during limited availability.","tomaarsen/splade-modernbert-base-miriad-1e-5 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-tomaarsen-splade-modernbert-base-miriad-1e-5/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-splade-modernbert-base-miriad-1e-5/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."}}