{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-04T20:13:43.857Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-tejasw1-bge-base-legal-matryoshka-v1","repo":"Tejasw1/bge-base-legal-matryoshka-v1","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":438666490,"readinessCheckedAt":"2026-11-04T20:13:02.142Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":438666490,"readinessCheckedAt":"2026-11-04T20:13:02.142Z","readinessSource":"file-check","degraded":true,"stale":true,"obtainReady":null,"hosted":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown."},"id":"hf-model-tejasw1-bge-base-legal-matryoshka-v1","owner":"Tejasw1","name":"bge-base-legal-matryoshka-v1","repo":"Tejasw1/bge-base-legal-matryoshka-v1","type":"embedding","summary":"Model from Hugging Face for sentence similarity: Tejasw1/bge-base-legal-matryoshka-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":"BAAI/bge-base-en-v1.5"},{"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":"BAAI/bge-base-en-v1.5","field":"baseModel"}],"parameters":null,"size":{"bytes":439003629,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Tejasw1","sourceUrl":"https://huggingface.co/Tejasw1/bge-base-legal-matryoshka-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","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:9791","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:baai/bge-base-en-v1.5","base_model:finetune:baai/bge-base-en-v1.5","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","txt"],"baseModel":"BAAI/bge-base-en-v1.5","derivedFrom":"BAAI/bge-base-en-v1.5","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["cosine_accuracy@1","cosine_accuracy@3","cosine_accuracy@5","cosine_accuracy@10","cosine_precision@1","cosine_precision@3","cosine_precision@5","cosine_precision@10","cosine_recall@1","cosine_recall@3","cosine_recall@5","cosine_recall@10"],"datasets":[],"paperIds":["1908.10084","2205.13147","1705.00652"],"repoType":"model","baseModel":"BAAI/bge-base-en-v1.5","languages":["en"],"sourceUrl":"https://huggingface.co/Tejasw1/bge-base-legal-matryoshka-v1","evalResults":[{"task":"Information Retrieval","score":"0.01011029411764706","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.12408088235294118","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.34191176470588236","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.6102941176470589","metric":"Cosine Accuracy@10","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.01011029411764706","metric":"Cosine Precision@1","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.04136029411764706","metric":"Cosine Precision@3","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.06838235294117648","metric":"Cosine Precision@5","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.06102941176470589","metric":"Cosine Precision@10","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.012867647058823529","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"0.12040441176470588","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"0.3318014705882353","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"0.6020220588235294","metric":"Cosine Accuracy@10","verified":false,"benchmark":"dim 512"}],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"sentence-similarity sentence-transformers embedding model en cosine_accuracy@1 cosine_accuracy@3 cosine_accuracy@5 cosine_accuracy@10 cosine_precision@1 cosine_precision@3 cosine_precision@5 cosine_precision@10 cosine_recall@1 cosine_recall@3 cosine_recall@5 cosine_recall@10 baai/bge-base-en-v1.5 jina-v3 legal matryoshka safetensors text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","en","cosine_accuracy@1","cosine_accuracy@3","cosine_accuracy@5","cosine_accuracy@10","cosine_precision@1","cosine_precision@3","cosine_precision@5","cosine_precision@10","cosine_recall@1","cosine_recall@3","cosine_recall@5","cosine_recall@10","baai/bge-base-en-v1.5","jina-v3 legal matryoshka","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":296},{"lfs":false,"path":"README.md","sizeBytes":103816},{"lfs":false,"path":"config.json","sizeBytes":783},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":201},{"lfs":true,"path":"model.safetensors","sizeBytes":437951328},{"lfs":false,"path":"modules.json","sizeBytes":349},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":52},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":695},{"lfs":false,"path":"tokenizer.json","sizeBytes":711649},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1433},{"lfs":false,"path":"vocab.txt","sizeBytes":231508}],"modelIndexNames":["Jina-v3 Legal Matryoshka"]},"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":439003629,"sizeKnown":true,"sizeLabel":"418.7 MB","sizeReason":"","declaredSizeBytes":439003629,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":88,"stars":0,"citations":0,"updatedAt":"2026-09-25T10:15:08.214Z","createdAt":"2026-09-25T09:56:23.625Z","version":"hf-main","upstream":{"gated":false,"repoId":"Tejasw1/bge-base-legal-matryoshka-v1","private":false,"repoUrl":"https://huggingface.co/Tejasw1/bge-base-legal-matryoshka-v1","disabled":false,"provider":"huggingface","repoType":"model","revision":"656538acca031e3487982ed571b2f45a35c0b404","fetchedAt":"2026-09-25T09:56:23.623Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-25T10:15:08.214Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":8,"mirroredBytes":438666490,"mirroredFiles":8,"storageProvider":"gcs","hosted":null,"downloadable":null,"verified":false,"completeRunnable":null,"runReady":null,"refreshedAt":null,"stale":false,"downloadReady":null,"readiness":"unknown","obtainReady":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"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_4603f63bdecac8ade9a03ea0f00a050747912e840bc533a230f644bdb3ff68b0","artifactId":"hf-model-tejasw1-bge-base-legal-matryoshka-v1","representationId":"rep-46bc5024e95add71bb155fa7ea51f0bf575c3f70b03fff7dc5a53835b4ac2262","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-46bc5024e95add71bb155fa7ea51f0bf575c3f70b03fff7dc5a53835b4ac2262","artifactId":"hf-model-tejasw1-bge-base-legal-matryoshka-v1","format":"safetensors","source":{"provider":"huggingface","identity":"Tejasw1/bge-base-legal-matryoshka-v1","revision":"656538acca031e3487982ed571b2f45a35c0b404","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":783,"sha256":"sha256:e912b7f08ceea1b6f291cf8772dcf2b44b5be7d55ed1de89c91dc545cdbe755b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1b8319df2289e6836272cab1eac96f62e4645738aa30768968d5568b7d6dfe84"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":201,"sha256":"sha256:be046f9be9cc799c21215855d96045380a608c35e360e4759712dadf19d7c47e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ff55611279363eeb5747df01256ca5a40b863afff76f8478c40dba509203169b"},{"path":"model.safetensors","role":"weight","sizeBytes":437951328,"sha256":"sha256:31bef076db9f7d33838528e9f33568130ba54e2fe7173cf39b55c5e325acbdef","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:37c68e8430bf9f5b033fb830f2090554f163bda5498848bb4eaa61cf51d575cb"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dbf28ba824fab280084f04b49a739a720f3485dc68bab838ef6a8e91292d9dbc"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":52,"sha256":"sha256:84e39fda68ccbff05bfa723ae9c0e70e23e2ec373b76e0f8c6e71af72a693cbf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e03b84cf47941c8cb7b9b439b7565c1c46c51db808a3e45ea345ca4e630199ec"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":695,"sha256":"sha256:5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:613f3ddabb8ccd2b364151197bdc845047264a7f580870409df951ab3e187f05"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711649,"sha256":"sha256:91f1def9b9391fdabe028cd3f3fcc4efd34e5d1f08c3bf2de513ebb5911a1854","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:cd69936bc27e79140365860a955debf87c5a866605835fe41b5a8f8c26bf6bca"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1433,"sha256":"sha256:9ca59277519f6e3692c8685e26b94d4afca2d5438deff66483db495e48735810","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:98bf483f290290d334078ae5ac306d2207378848d1bb8b9aec5ac128375b8f99"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:1d24896280fbc479ee2684e2f4519a0ab58b372918bdb97517aeb86200e1e386","representationDigest":"sha256:a39f896e34bab6216c765e5c393f3cc323eafdd6a024da241f88e1d6b1031b38","evidenceSnapshotDigest":"sha256:f6419ccdde2892125859c5807f60e84e5834aff6bfa58bb77f621fd85bd06e0c","evaluatedAt":"2026-09-25T10:15:09.039Z","authorityVersion":"sha256:2996560b13d234e0709bca546b3266b18272b4139ca40ec1c8078118cd4dedc2","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":12,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-04T20:13:02.142Z","evidence_url":"/api/manifests/hf-model-tejasw1-bge-base-legal-matryoshka-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":"unknown","hosted":null,"fileCount":12,"publicDownloadableFileCount":8,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":439003629,"label":"418.7 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":88,"upstreamStars":0,"label":"88 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":"Tejasw1/bge-base-legal-matryoshka-v1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/12 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: Tejasw1/bge-base-legal-matryoshka-v1","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":4,"totalFiles":12},"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-tejasw1-bge-base-legal-matryoshka-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":"Tejasw1/bge-base-legal-matryoshka-v1"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-04T20:13:02.142Z","evidence_url":"/api/manifests/hf-model-tejasw1-bge-base-legal-matryoshka-v1"},"lastKnownAnswer":"Ready to download","obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","recommendedFile":null},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-tejasw1-bge-base-legal-matryoshka-v1/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tejasw1-bge-base-legal-matryoshka-v1/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tejasw1-bge-base-legal-matryoshka-v1/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-tejasw1-bge-base-legal-matryoshka-v1","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tejasw1-bge-base-legal-matryoshka-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":"Tejasw1/bge-base-legal-matryoshka-v1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/12 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: Tejasw1/bge-base-legal-matryoshka-v1","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":4,"totalFiles":12},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-tejasw1-bge-base-legal-matryoshka-v1/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-tejasw1-bge-base-legal-matryoshka-v1/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-tejasw1-bge-base-legal-matryoshka-v1/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-tejasw1-bge-base-legal-matryoshka-v1","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-tejasw1-bge-base-legal-matryoshka-v1/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-tejasw1-bge-base-legal-matryoshka-v1/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-tejasw1-bge-base-legal-matryoshka-v1/distribution"},"supportedClaims":["Tejasw1/bge-base-legal-matryoshka-v1 has 0 self-reported, unqualified Hugging Bay community reviews.","Tejasw1/bge-base-legal-matryoshka-v1 has 0 self-reported run claims; none qualify verification during limited availability.","Tejasw1/bge-base-legal-matryoshka-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-tejasw1-bge-base-legal-matryoshka-v1/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-tejasw1-bge-base-legal-matryoshka-v1/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-tejasw1-bge-base-legal-matryoshka-v1"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-tejasw1-bge-base-legal-matryoshka-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."}}