{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T12:19:08.798Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-akhooli-sbert-ar-nli-500k-norm","repo":"akhooli/sbert_ar_nli_500k_norm","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T10:59:11.591Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T10:59:11.591Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-akhooli-sbert-ar-nli-500k-norm","owner":"akhooli","name":"sbert_ar_nli_500k_norm","repo":"akhooli/sbert_ar_nli_500k_norm","type":"embedding","summary":"Model from Hugging Face for sentence similarity: akhooli/sbert_ar_nli_500k_norm · 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":"aubmindlab/bert-base-arabertv02"},{"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":"aubmindlab/bert-base-arabertv02","field":"baseModel"}],"parameters":null,"size":{"bytes":543362302,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"akhooli","sourceUrl":"https://huggingface.co/akhooli/sbert_ar_nli_500k_norm","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:550000","loss:matryoshka2dloss","loss:matryoshkaloss","loss:multiplenegativesrankingloss","ar","arxiv:1908.10084","arxiv:2402.14776","arxiv:2205.13147","arxiv:1705.00652","base_model:aubmindlab/bert-base-arabertv02","base_model:finetune:aubmindlab/bert-base-arabertv02","license:apache-2.0","text-embeddings-inference","endpoints_compatible"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","txt"],"baseModel":"aubmindlab/bert-base-arabertv02","derivedFrom":"aubmindlab/bert-base-arabertv02","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["1908.10084","2402.14776","2205.13147","1705.00652"],"repoType":"model","baseModel":"aubmindlab/bert-base-arabertv02","languages":["ar"],"sourceUrl":"https://huggingface.co/akhooli/sbert_ar_nli_500k_norm","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","language","library_name","license","pipeline_tag","tags","widget"],"semanticText":"sentence-similarity sentence-transformers embedding model ar aubmindlab/bert-base-arabertv02 safetensors text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","ar","aubmindlab/bert-base-arabertv02","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":23191},{"lfs":false,"path":"config.json","sizeBytes":637},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":195},{"lfs":true,"path":"model.safetensors","sizeBytes":540795752},{"lfs":false,"path":"modules.json","sizeBytes":229},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":53},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":695},{"lfs":false,"path":"tokenizer.json","sizeBytes":1777115},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1825},{"lfs":false,"path":"vocab.txt","sizeBytes":760795}],"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":543362302,"sizeKnown":true,"sizeLabel":"518.2 MB","sizeReason":"","declaredSizeBytes":543362302,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":85,"stars":1,"citations":0,"updatedAt":"2026-09-24T13:29:06.493Z","createdAt":"2026-09-24T13:28:04.866Z","version":"hf-main","upstream":{"gated":false,"repoId":"akhooli/sbert_ar_nli_500k_norm","private":false,"repoUrl":"https://huggingface.co/akhooli/sbert_ar_nli_500k_norm","disabled":false,"provider":"huggingface","repoType":"model","revision":"160552a7ade35bc87c70a0a04ded3687a6428c6d","fetchedAt":"2026-09-24T13:28:04.863Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-09-24T13:29:06.493Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"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_d6e62afa5c3fc9c569dd23df15982e75f9b26ba19be07ea9f8375eba0c8f4cc2","artifactId":"hf-model-akhooli-sbert-ar-nli-500k-norm","representationId":"rep-60f9570b44286aeb1fea6a99856e7b5d6e85232f6cca5f1008053b91b65de0de","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-60f9570b44286aeb1fea6a99856e7b5d6e85232f6cca5f1008053b91b65de0de","artifactId":"hf-model-akhooli-sbert-ar-nli-500k-norm","format":"safetensors","source":{"provider":"huggingface","identity":"akhooli/sbert_ar_nli_500k_norm","revision":"160552a7ade35bc87c70a0a04ded3687a6428c6d","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":637,"sha256":"sha256:ede00b023fd60c26aa5f513b15723bebb4d77e03bbc92e194c3c71b3efe3737c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:cbd0655719ec6c6c33b29ae09b9f67661e3c0ef94619c12832a97683f4c91b3b"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":195,"sha256":"sha256:4070e173c39bb80ad51e3819c91ed806fc87de494bff3c755cbd0cfd3e0b90db","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6cd6c4445262ff46f31d8a955b5e09f24621174c142a4760cd0f746ad3511486"},{"path":"model.safetensors","role":"weight","sizeBytes":540795752,"sha256":"sha256:c75d3fbe575045b5993ac9c7b06813c61c5b6884f56fe8ae7b9e87e68e417822","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:79c716a2e278315010b1cf56ede02f31607862726593a02e5175fc1d606e2c23"},{"path":"modules.json","role":"support","sizeBytes":229,"sha256":"sha256:8f4b264b80206c830bebbdcae377e137925650a433b689343a63bdc9b3145460","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7b21adfc18510e45d0bacb4792a0e191dc21f7bc96fa62aa169671b8e2152d96"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":53,"sha256":"sha256:ec8e29d6dcb61b611b7d3fdd2982c4524e6ad985959fa7194eacfb655a8d0d51","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fbed2bf81819dfefd04620454a0d9fe7f9e0d0b9b1727eef201401cf1528138c"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":695,"sha256":"sha256:5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a42d55f27507f87ba643b5f84cf89e00373d94ae8929f09497c121836ac7ca81"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":1777115,"sha256":"sha256:2f7deb269899e8c938e1521f18c9af1d16e040259fbec23c3d0abfc14f19cd89","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a7676a7e1e3e714366bf5f1a9648827c565e8170ca39bcfb8c3c23121f88cac1"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1825,"sha256":"sha256:b40a649ed831f05d66ee6211f0fc156b8f822be216ba486ae3152ca28a178b7f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d69cd38cd0e57ed081f70fe58fde978a92ff8e40b9895bde3fdba046b0f4438e"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:a95658951cd6381bcb5ed6a130379e42e67a82c067224cf43c4d8387121b03e6","representationDigest":"sha256:ddf9c0875bad5f0b1c60f46614940621b9d488befc9d917438ec2c000ceb8ef6","evidenceSnapshotDigest":"sha256:2a4939b560fc4a9b898db006316284bfdcf5f3db93fd72a49ad539b2f67c2bdd","evaluatedAt":"2026-09-24T13:29:06.880Z","authorityVersion":"sha256:5a66615f99f3ad2848ef58f5194de76deabd1f217d88d829d3a9d4e9d82c4575","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":"2026-10-30T10:59:11.591Z","evidence_url":"/api/manifests/hf-model-akhooli-sbert-ar-nli-500k-norm"}},"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":12,"publicDownloadableFileCount":0,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":543362302,"label":"518.2 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":85,"upstreamStars":1,"label":"85 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":"akhooli/sbert_ar_nli_500k_norm"},{"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: akhooli/sbert_ar_nli_500k_norm","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":12,"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-akhooli-sbert-ar-nli-500k-norm/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"akhooli/sbert_ar_nli_500k_norm"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T10:59:11.591Z","evidence_url":"/api/manifests/hf-model-akhooli-sbert-ar-nli-500k-norm"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-akhooli-sbert-ar-nli-500k-norm/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-akhooli-sbert-ar-nli-500k-norm/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-akhooli-sbert-ar-nli-500k-norm/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-akhooli-sbert-ar-nli-500k-norm","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-akhooli-sbert-ar-nli-500k-norm/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":"akhooli/sbert_ar_nli_500k_norm"},{"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: akhooli/sbert_ar_nli_500k_norm","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":12,"totalFiles":12},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-akhooli-sbert-ar-nli-500k-norm/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-akhooli-sbert-ar-nli-500k-norm/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-akhooli-sbert-ar-nli-500k-norm/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-akhooli-sbert-ar-nli-500k-norm","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-akhooli-sbert-ar-nli-500k-norm/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-akhooli-sbert-ar-nli-500k-norm/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-akhooli-sbert-ar-nli-500k-norm/distribution"},"supportedClaims":["akhooli/sbert_ar_nli_500k_norm has 0 self-reported, unqualified Hugging Bay community reviews.","akhooli/sbert_ar_nli_500k_norm has 0 self-reported run claims; none qualify verification during limited availability.","akhooli/sbert_ar_nli_500k_norm 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-akhooli-sbert-ar-nli-500k-norm/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-akhooli-sbert-ar-nli-500k-norm/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-akhooli-sbert-ar-nli-500k-norm"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-akhooli-sbert-ar-nli-500k-norm/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."}}