{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T10:50:46.539Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-hyperakan-all-minilm-l6-v2-smoke","repo":"Hyperakan/all-MiniLM-L6-v2-smoke","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":91579412,"readinessCheckedAt":"2026-10-31T10:46:16.454Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":91579412,"readinessCheckedAt":"2026-10-31T10:46:16.454Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-hyperakan-all-minilm-l6-v2-smoke","owner":"Hyperakan","name":"all-MiniLM-L6-v2-smoke","repo":"Hyperakan/all-MiniLM-L6-v2-smoke","type":"embedding","summary":"Model from Hugging Face for sentence similarity: Hyperakan/all-MiniLM-L6-v2-smoke · 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":91836886,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Hyperakan","sourceUrl":"https://huggingface.co/Hyperakan/all-MiniLM-L6-v2-smoke","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:50","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:1807.03748","base_model:sentence-transformers/all-minilm-l6-v2","base_model:finetune:sentence-transformers/all-minilm-l6-v2","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us","embedding","cosine_accuracy@1"],"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":["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","1807.03748"],"repoType":"model","baseModel":"sentence-transformers/all-MiniLM-L6-v2","languages":["en"],"sourceUrl":"https://huggingface.co/Hyperakan/all-MiniLM-L6-v2-smoke","evalResults":[{"task":"Information Retrieval","score":"0.36","metric":"Cosine Accuracy@1","verified":false,"benchmark":"NanoMSMARCO"},{"task":"Information Retrieval","score":"0.52","metric":"Cosine Accuracy@3","verified":false,"benchmark":"NanoMSMARCO"},{"task":"Information Retrieval","score":"0.58","metric":"Cosine Accuracy@5","verified":false,"benchmark":"NanoMSMARCO"},{"task":"Information Retrieval","score":"0.8","metric":"Cosine Accuracy@10","verified":false,"benchmark":"NanoMSMARCO"},{"task":"Information Retrieval","score":"0.36","metric":"Cosine Precision@1","verified":false,"benchmark":"NanoMSMARCO"},{"task":"Information Retrieval","score":"0.1733333333333333","metric":"Cosine Precision@3","verified":false,"benchmark":"NanoMSMARCO"},{"task":"Information Retrieval","score":"0.11599999999999999","metric":"Cosine Precision@5","verified":false,"benchmark":"NanoMSMARCO"},{"task":"Information Retrieval","score":"0.08","metric":"Cosine Precision@10","verified":false,"benchmark":"NanoMSMARCO"},{"task":"Information Retrieval","score":"0.4","metric":"Cosine Accuracy@1","verified":false,"benchmark":"NanoNFCorpus"},{"task":"Information Retrieval","score":"0.6","metric":"Cosine Accuracy@3","verified":false,"benchmark":"NanoNFCorpus"},{"task":"Information Retrieval","score":"0.62","metric":"Cosine Accuracy@5","verified":false,"benchmark":"NanoNFCorpus"},{"task":"Information Retrieval","score":"0.72","metric":"Cosine Accuracy@10","verified":false,"benchmark":"NanoNFCorpus"}],"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 sentence-transformers/all-minilm-l6-v2 all-minilm-l6-v2 finetuned on allnli 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","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","sentence-transformers/all-minilm-l6-v2","all-minilm-l6-v2 finetuned on allnli","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":90},{"lfs":false,"path":"README.md","sizeBytes":24357},{"lfs":false,"path":"config.json","sizeBytes":611},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":283},{"lfs":true,"path":"model.safetensors","sizeBytes":90864192},{"lfs":false,"path":"modules.json","sizeBytes":277},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":241},{"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":["all-MiniLM-L6-v2 finetuned on AllNLI"]},"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":91836886,"sizeKnown":true,"sizeLabel":"87.6 MB","sizeReason":"","declaredSizeBytes":91836886,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":88,"stars":1,"citations":0,"updatedAt":"2026-09-24T10:35:31.892Z","createdAt":"2026-09-24T10:35:04.698Z","version":"hf-main","upstream":{"gated":false,"repoId":"Hyperakan/all-MiniLM-L6-v2-smoke","private":false,"repoUrl":"https://huggingface.co/Hyperakan/all-MiniLM-L6-v2-smoke","disabled":false,"provider":"huggingface","repoType":"model","revision":"1cd4207fa4a14349c53ab4c552ae35012c8fa8d9","fetchedAt":"2026-09-24T10:35:04.696Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T10:35:31.892Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":8,"mirroredBytes":91579412,"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_d1b129faa876819b793c4e52dcc803258f5ea06ce9522c0e3f3c802897309395","artifactId":"hf-model-hyperakan-all-minilm-l6-v2-smoke","representationId":"rep-fee85a166dde8a8e46b738c0d3be0917abfa44ffdc8075fe35d30396d710450e","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-fee85a166dde8a8e46b738c0d3be0917abfa44ffdc8075fe35d30396d710450e","artifactId":"hf-model-hyperakan-all-minilm-l6-v2-smoke","format":"safetensors","source":{"provider":"huggingface","identity":"Hyperakan/all-MiniLM-L6-v2-smoke","revision":"1cd4207fa4a14349c53ab4c552ae35012c8fa8d9","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":611,"sha256":"sha256:4599e8a5d74ed192b70919aa02124c2d68580070b22e89db956c0353618bccd9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ab2611e05f1bdfbb51790b471216b99f04a8ef13ba684db0f11563c865f5bc70"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":283,"sha256":"sha256:514a9efa29a306bba89cad1404ac5aa44c257885530702e2fda97637229490e0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b1738d7a2d1ed72f82dbd30afd458837565a2001118e9683a6525934925b12e6"},{"path":"model.safetensors","role":"weight","sizeBytes":90864192,"sha256":"sha256:1377e9af0ca0b016a9f2aa584d6fc71ab3ea6804fae21ef9fb1416e2944057ac","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:35d5b22cc3239e40cf60b2e244ca7757fcb670be316221b879d79d0f0a24142d"},{"path":"modules.json","role":"support","sizeBytes":277,"sha256":"sha256:e4068aab8a95663636c4c28044a95eafdb6492387397ec8283d8f8b31078d645","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7821cf0a27973f29f8f3448b6e7bd282f14a0fec95846a1a9a0fc27113929911"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":241,"sha256":"sha256:3084164002c0bca01b0259c5327123803fce32e660a57feb93184ffead186fc8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b763b24ab27f9f776ed31c5d285f84a441518fbeabfa06d1ac245ab3831be75f"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":695,"sha256":"sha256:5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a7f267a7605c22cbf6075d6939f1513c79e63474cea84b4a6eefde291c4390d9"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711649,"sha256":"sha256:91f1def9b9391fdabe028cd3f3fcc4efd34e5d1f08c3bf2de513ebb5911a1854","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:213c946695001a6a39599bc2701a27f05d79629cf99e08b3ecee9f2e86003999"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1464,"sha256":"sha256:ccb4eb21a03e1442ee5c3f85431b9c307960a04579942537d74778dc8080a48c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dbcd72308e74f4d9b61a39aa0d07b4909a05205b26876ad47144bd536564dd08"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:32543c77eb6350ac24854db386b425a8922dea04d79919046ec5b31431ea7445","representationDigest":"sha256:368fdfc681414ea659da983b80080471ea3750182374d6d35e6742449843c23f","evidenceSnapshotDigest":"sha256:919f0d88615af15fb23266a84fd4afeb37bb3ea1e09de438608103a7a7bba72d","evaluatedAt":"2026-09-24T10:35:32.240Z","authorityVersion":"sha256:89a7c48bf353d7e2842f78aac2df4bc60915118704a4ec5f92420bfde03943ba","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":"2026-10-31T10:46:16.454Z","evidence_url":"/api/manifests/hf-model-hyperakan-all-minilm-l6-v2-smoke"}},"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":12,"publicDownloadableFileCount":8,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":91836886,"label":"87.6 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":88,"upstreamStars":1,"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":"Hyperakan/all-MiniLM-L6-v2-smoke"},{"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: Hyperakan/all-MiniLM-L6-v2-smoke","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-hyperakan-all-minilm-l6-v2-smoke/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Hyperakan/all-MiniLM-L6-v2-smoke"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T10:46:16.454Z","evidence_url":"/api/manifests/hf-model-hyperakan-all-minilm-l6-v2-smoke"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-hyperakan-all-minilm-l6-v2-smoke/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-hyperakan-all-minilm-l6-v2-smoke/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-hyperakan-all-minilm-l6-v2-smoke/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-hyperakan-all-minilm-l6-v2-smoke","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-hyperakan-all-minilm-l6-v2-smoke/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":"Hyperakan/all-MiniLM-L6-v2-smoke"},{"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: Hyperakan/all-MiniLM-L6-v2-smoke","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-hyperakan-all-minilm-l6-v2-smoke/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-hyperakan-all-minilm-l6-v2-smoke/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-hyperakan-all-minilm-l6-v2-smoke/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-hyperakan-all-minilm-l6-v2-smoke","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-hyperakan-all-minilm-l6-v2-smoke/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-hyperakan-all-minilm-l6-v2-smoke/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-hyperakan-all-minilm-l6-v2-smoke/distribution"},"supportedClaims":["Hyperakan/all-MiniLM-L6-v2-smoke has 0 self-reported, unqualified Hugging Bay community reviews.","Hyperakan/all-MiniLM-L6-v2-smoke has 0 self-reported run claims; none qualify verification during limited availability.","Hyperakan/all-MiniLM-L6-v2-smoke 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-hyperakan-all-minilm-l6-v2-smoke/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-hyperakan-all-minilm-l6-v2-smoke/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-hyperakan-all-minilm-l6-v2-smoke"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-hyperakan-all-minilm-l6-v2-smoke/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."}}