{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T16:14:14.716Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-khaledreda-all-minilm-l6-v17-pair-score","repo":"KhaledReda/all-MiniLM-L6-v17-pair_score","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":91579306,"readinessCheckedAt":"2026-11-02T14:54:08.747Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":91579306,"readinessCheckedAt":"2026-11-02T14:54:08.747Z","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-khaledreda-all-minilm-l6-v17-pair-score","owner":"KhaledReda","name":"all-MiniLM-L6-v17-pair_score","repo":"KhaledReda/all-MiniLM-L6-v17-pair_score","type":"embedding","summary":"Model from Hugging Face for sentence similarity: KhaledReda/all-MiniLM-L6-v17-pair_score · 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":"sentence-transformers/all-MiniLM-L6-v2"},{"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":"sentence-transformers/all-MiniLM-L6-v2","field":"baseModel"}],"parameters":null,"size":{"bytes":91865163,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"KhaledReda","sourceUrl":"https://huggingface.co/KhaledReda/all-MiniLM-L6-v17-pair_score","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","dense","generated_from_trainer","dataset_size:9229520","loss:cosentloss","en","dataset:khaledreda/pairs_three_scores_v13_synonyms_added","arxiv:1908.10084","base_model:sentence-transformers/all-minilm-l6-v2","base_model:finetune:sentence-transformers/all-minilm-l6-v2","license:apache-2.0","text-embeddings-inference","endpoints_compatible","region:us","embedding","khaledreda/pairs_three_scores_v13_synonyms_added"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","txt"],"baseModel":"sentence-transformers/all-MiniLM-L6-v2","derivedFrom":"sentence-transformers/all-MiniLM-L6-v2","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["KhaledReda/pairs_three_scores_v13_synonyms_added"],"paperIds":["1908.10084"],"repoType":"model","baseModel":"sentence-transformers/all-MiniLM-L6-v2","languages":["en"],"sourceUrl":"https://huggingface.co/KhaledReda/all-MiniLM-L6-v17-pair_score","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","datasets","language","library_name","license","pipeline_tag","tags","widget"],"semanticText":"sentence-similarity sentence-transformers embedding model en khaledreda/pairs_three_scores_v13_synonyms_added sentence-transformers/all-minilm-l6-v2 safetensors base_model:sentence-transformers/all-minilm-l6-v2 base_model:finetune:sentence-transformers/all-minilm-l6-v2 text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","en","khaledreda/pairs_three_scores_v13_synonyms_added","sentence-transformers/all-minilm-l6-v2","safetensors","base_model:sentence-transformers/all-minilm-l6-v2","base_model:finetune:sentence-transformers/all-minilm-l6-v2","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":312},{"lfs":false,"path":"README.md","sizeBytes":52518},{"lfs":false,"path":"config.json","sizeBytes":617},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":283},{"lfs":true,"path":"model.safetensors","sizeBytes":90864192},{"lfs":false,"path":"modules.json","sizeBytes":349},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":57},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":695},{"lfs":false,"path":"tokenizer.json","sizeBytes":711649},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1464},{"lfs":false,"path":"vocab.txt","sizeBytes":231508}],"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":91865163,"sizeKnown":true,"sizeLabel":"87.6 MB","sizeReason":"","declaredSizeBytes":91865163,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":89,"stars":0,"citations":0,"updatedAt":"2026-09-24T09:33:17.133Z","createdAt":"2026-09-24T09:32:34.703Z","version":"hf-main","upstream":{"gated":false,"repoId":"KhaledReda/all-MiniLM-L6-v17-pair_score","private":false,"repoUrl":"https://huggingface.co/KhaledReda/all-MiniLM-L6-v17-pair_score","disabled":false,"provider":"huggingface","repoType":"model","revision":"0fd3eb4a428f984521d21b10054a6953afcc3501","fetchedAt":"2026-09-24T09:32:34.701Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-24T09:33:17.133Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":8,"mirroredBytes":91579306,"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_49ded89be02aec2a94913e40c1fa9e09eabb89f7c812f385022004d20d83d1da","artifactId":"hf-model-khaledreda-all-minilm-l6-v17-pair-score","representationId":"rep-3e9d6fb54d43e67c1ef59922ae87a27cc565ead61d734abe0a4e138172c5178c","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-3e9d6fb54d43e67c1ef59922ae87a27cc565ead61d734abe0a4e138172c5178c","artifactId":"hf-model-khaledreda-all-minilm-l6-v17-pair-score","format":"safetensors","source":{"provider":"huggingface","identity":"KhaledReda/all-MiniLM-L6-v17-pair_score","revision":"0fd3eb4a428f984521d21b10054a6953afcc3501","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":617,"sha256":"sha256:5a6c776a02a2ae7a0aa839c383f538cfac219eefa12bbcacfbe148a0773b8722","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:66379a47285dbde99df16c2ed6b6de768a21d622bb7263e431960320c09c2551"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":283,"sha256":"sha256:806dfcb715c8a6f038622e1be41b5074c3c0189604265330d332efa158242769","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:edb1a95d48561afdd214528675fc9b4a6286511fe8d4982cd53886d9fdb1ea09"},{"path":"model.safetensors","role":"weight","sizeBytes":90864192,"sha256":"sha256:502661ee77213b11edc2bed06b80addfa64f58600d0ff24cbf6455041d272128","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:60bda0b1f1b4fc6bc6e8a72cb5aec3fd7390d43349ccd2f4a3af076d40fda1e1"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:aae515b60e53138c1b962864aa069497661fc9499fa43b1861d0a798c1d9b6db"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":57,"sha256":"sha256:2713ef7170fbb7e99cf4c4d8a1685642b0454b35f606b0f3b3b23b2786bc0c6c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2db287c987a64f32c311e4d39b0038d83c015f8e3cb6f514f73e5cf8d3155e5b"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":695,"sha256":"sha256:5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e520a3854f6e282d34c683c3508dde82424ed0f1dfa97d83483d30ec2cef7f60"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711649,"sha256":"sha256:851ca67100d372ca3ae031a6abd168f53489eebfd7d89523f35c5c9b4d372c3c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8c948ed15e4624b9410460e11640e8a3a400bce78bff633a4d1f9c8174e5429c"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1464,"sha256":"sha256:c128cee663cc23ce44cf253471d2a538d1623c7c3ead5e465b13519a017ca1f0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:27f9d8281f69c54bd1ddaf7345a97f029b812281ef8b3260052479c66c593c67"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:750662473a5cc22d97a6632cfca7801f21cc565afd571f4b036bd89c85e941e5","representationDigest":"sha256:037950de01c9d7b915e9b4569a9ea5f8272dc20e172a8abb6bf752ba1f617e29","evidenceSnapshotDigest":"sha256:da0da8347185c0dcab1d92437d8aec13e3e9bdb9ad7ccbf5517147b00957d745","evaluatedAt":"2026-09-24T09:33:17.604Z","authorityVersion":"sha256:9f30a342b2a2410d94a091ffcd0fff3187063582858fd1bd9327fd2a4104f66d","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":"2026-11-02T14:54:08.747Z","evidence_url":"/api/manifests/hf-model-khaledreda-all-minilm-l6-v17-pair-score"}},"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":91865163,"label":"87.6 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":89,"upstreamStars":0,"label":"89 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":"KhaledReda/all-MiniLM-L6-v17-pair_score"},{"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: KhaledReda/all-MiniLM-L6-v17-pair_score","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-khaledreda-all-minilm-l6-v17-pair-score/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"KhaledReda/all-MiniLM-L6-v17-pair_score"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T14:54:08.747Z","evidence_url":"/api/manifests/hf-model-khaledreda-all-minilm-l6-v17-pair-score"},"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-khaledreda-all-minilm-l6-v17-pair-score/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-khaledreda-all-minilm-l6-v17-pair-score/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-khaledreda-all-minilm-l6-v17-pair-score/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-khaledreda-all-minilm-l6-v17-pair-score","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-khaledreda-all-minilm-l6-v17-pair-score/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":"KhaledReda/all-MiniLM-L6-v17-pair_score"},{"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: KhaledReda/all-MiniLM-L6-v17-pair_score","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-khaledreda-all-minilm-l6-v17-pair-score/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-khaledreda-all-minilm-l6-v17-pair-score/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-khaledreda-all-minilm-l6-v17-pair-score/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-khaledreda-all-minilm-l6-v17-pair-score","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-khaledreda-all-minilm-l6-v17-pair-score/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-khaledreda-all-minilm-l6-v17-pair-score/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-khaledreda-all-minilm-l6-v17-pair-score/distribution"},"supportedClaims":["KhaledReda/all-MiniLM-L6-v17-pair_score has 0 self-reported, unqualified Hugging Bay community reviews.","KhaledReda/all-MiniLM-L6-v17-pair_score has 0 self-reported run claims; none qualify verification during limited availability.","KhaledReda/all-MiniLM-L6-v17-pair_score 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-khaledreda-all-minilm-l6-v17-pair-score/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-khaledreda-all-minilm-l6-v17-pair-score/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-khaledreda-all-minilm-l6-v17-pair-score"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-khaledreda-all-minilm-l6-v17-pair-score/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."}}