{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T10:26:59.386Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-monad-dz-legal-embedding-model-v2","repo":"Monad-dz/legal-embedding-model-V2","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T10:24:06.818Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T10:24:06.818Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-monad-dz-legal-embedding-model-v2","owner":"Monad-dz","name":"legal-embedding-model-V2","repo":"Monad-dz/legal-embedding-model-V2","type":"embedding","summary":"Model from Hugging Face for feature extraction: Monad-dz/legal-embedding-model-V2 · 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":"aubmindlab/bert-base-arabertv02"},{"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":"aubmindlab/bert-base-arabertv02","field":"baseModel"}],"parameters":null,"size":{"bytes":542583679,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Monad-dz","sourceUrl":"https://huggingface.co/Monad-dz/legal-embedding-model-V2","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","feature-extraction","transformers.js","transformers","sentence-similarity","dataset_size:75000","loss:matryoshkaloss","loss:multiplenegativesrankingloss","mteb","ar","dataset:akhooli/arabic-triplets-1m-curated-sims-len","arxiv:2505.24581","base_model:aubmindlab/bert-base-arabertv02","base_model:finetune:aubmindlab/bert-base-arabertv02","license:apache-2.0","text-embeddings-inference","endpoints_compatible","region:us"],"task":"feature-extraction","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors"],"baseModel":"aubmindlab/bert-base-arabertv02","derivedFrom":"aubmindlab/bert-base-arabertv02","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["akhooli/arabic-triplets-1m-curated-sims-len"],"paperIds":["2505.24581"],"repoType":"model","baseModel":"aubmindlab/bert-base-arabertv02","languages":["ar"],"sourceUrl":"https://huggingface.co/Monad-dz/legal-embedding-model-V2","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"feature-extraction","cardDataKeys":["base_model","datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"feature-extraction sentence-transformers embedding model ar akhooli/arabic-triplets-1m-curated-sims-len aubmindlab/bert-base-arabertv02 safetensors transformers.js transformers sentence-similarity text-embeddings-inference","semanticTerms":["feature-extraction","sentence-transformers","embedding","model","ar","akhooli/arabic-triplets-1m-curated-sims-len","aubmindlab/bert-base-arabertv02","safetensors","transformers.js","transformers","sentence-similarity","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":90},{"lfs":false,"path":"README.md","sizeBytes":6982},{"lfs":false,"path":"config.json","sizeBytes":710},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":283},{"lfs":true,"path":"model.safetensors","sizeBytes":540795752},{"lfs":false,"path":"modules.json","sizeBytes":277},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":241},{"lfs":false,"path":"tokenizer.json","sizeBytes":1777115},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":710}],"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":542583679,"sizeKnown":true,"sizeLabel":"517.4 MB","sizeReason":"","declaredSizeBytes":542583679,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":83,"stars":0,"citations":0,"updatedAt":"2026-09-24T15:30:53.370Z","createdAt":"2026-09-24T15:29:46.891Z","version":"hf-main","upstream":{"gated":false,"repoId":"Monad-dz/legal-embedding-model-V2","private":false,"repoUrl":"https://huggingface.co/Monad-dz/legal-embedding-model-V2","disabled":false,"provider":"huggingface","repoType":"model","revision":"6d426f68524a10ecfccedeb3570b7c9c40271be9","fetchedAt":"2026-09-24T15:29:46.889Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-09-24T15:30:53.370Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"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_7a57040ac3e47461669546e1779d0c0a3327253284e69ff969a3dce924eb490d","artifactId":"hf-model-monad-dz-legal-embedding-model-v2","representationId":"rep-4e77f1ac7c5a2b71d14a7f9bccecf9c6d667f1036935222944f9956836f72f1d","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-4e77f1ac7c5a2b71d14a7f9bccecf9c6d667f1036935222944f9956836f72f1d","artifactId":"hf-model-monad-dz-legal-embedding-model-v2","format":"safetensors","source":{"provider":"huggingface","identity":"Monad-dz/legal-embedding-model-V2","revision":"6d426f68524a10ecfccedeb3570b7c9c40271be9","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":710,"sha256":"sha256:4098c7c717778d45fcc137f9516812d5836737b81ac59c2a4716b294ea55c302","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f2593512804dcec7a1f9f1abbf1f7f6ffcaa3045154c27f9814061c228c94589"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":283,"sha256":"sha256:0feaa34ff960f0047b01908aae664f292cf39498a56535a45fe7e12415210b10","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2e1c19fa58f79b08c423205c725b75e5dde9e79ce6b5f290c7cf2ee643cf9ae4"},{"path":"model.safetensors","role":"weight","sizeBytes":540795752,"sha256":"sha256:c4686a75a64ce2724218ab09ff9a4ebfc43a239815f766a8b29f002d38a73928","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3bfa85cff8cc55eedf0f92593a0c7af44d8833d10cb552537a9a10cafde55296"},{"path":"modules.json","role":"support","sizeBytes":277,"sha256":"sha256:e4068aab8a95663636c4c28044a95eafdb6492387397ec8283d8f8b31078d645","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0287421f4ae79acc948e640433fb2ff659da7b4b4acafbcd4cc86695ce52a24b"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":241,"sha256":"sha256:3084164002c0bca01b0259c5327123803fce32e660a57feb93184ffead186fc8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fb5b511a9515cbf62fb88547e8969abfc24287b8f2aab6f1837f342481e634cd"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":1777115,"sha256":"sha256:2f7deb269899e8c938e1521f18c9af1d16e040259fbec23c3d0abfc14f19cd89","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1baf6578cf8892934223574e7c78f19d70e7f5d186583ae391bf81779b623166"},{"path":"tokenizer_config.json","role":"config","sizeBytes":710,"sha256":"sha256:1a9d398b33f778c8770d2fe78e3b60d6a173a6c23487834efdd7c1a4aaa58db2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8e8eac8f7b03620f51accf398de88912c40b32c39adc5b4f94c432b280209589"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:3b3f18c66b4c00ad44ad7341561de9db25c0f19fb2e71c9cc20ac587140a0ab8","representationDigest":"sha256:dac9e4e9596d8a6fcf0909df809e1c727939ced09575a549951dd35c8e2d520e","evidenceSnapshotDigest":"sha256:dec1ee30ff0b0de3029ea719aaa007dde981ba573655c9e5abc23ecbca09b951","evaluatedAt":"2026-09-24T15:30:53.642Z","authorityVersion":"sha256:382868c89f9e580bb791b63d0c17417d9f675bcb964cc88e23a0e2ddca35c98c","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":7,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":10,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T10:24:06.818Z","evidence_url":"/api/manifests/hf-model-monad-dz-legal-embedding-model-v2"}},"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":10,"publicDownloadableFileCount":0,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":542583679,"label":"517.4 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":83,"upstreamStars":0,"label":"83 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":"Monad-dz/legal-embedding-model-V2"},{"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: Monad-dz/legal-embedding-model-V2","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":10,"totalFiles":10},"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-monad-dz-legal-embedding-model-v2/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Monad-dz/legal-embedding-model-V2"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T10:24:06.818Z","evidence_url":"/api/manifests/hf-model-monad-dz-legal-embedding-model-v2"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-monad-dz-legal-embedding-model-v2/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-monad-dz-legal-embedding-model-v2/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-monad-dz-legal-embedding-model-v2/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-monad-dz-legal-embedding-model-v2","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-monad-dz-legal-embedding-model-v2/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":"Monad-dz/legal-embedding-model-V2"},{"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: Monad-dz/legal-embedding-model-V2","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":10,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-monad-dz-legal-embedding-model-v2/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-monad-dz-legal-embedding-model-v2/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-monad-dz-legal-embedding-model-v2/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-monad-dz-legal-embedding-model-v2","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-monad-dz-legal-embedding-model-v2/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-monad-dz-legal-embedding-model-v2/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-monad-dz-legal-embedding-model-v2/distribution"},"supportedClaims":["Monad-dz/legal-embedding-model-V2 has 0 self-reported, unqualified Hugging Bay community reviews.","Monad-dz/legal-embedding-model-V2 has 0 self-reported run claims; none qualify verification during limited availability.","Monad-dz/legal-embedding-model-V2 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-monad-dz-legal-embedding-model-v2/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-monad-dz-legal-embedding-model-v2/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-monad-dz-legal-embedding-model-v2"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-monad-dz-legal-embedding-model-v2/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."}}