{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T06:15:02.559Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-qdrant-all-minilm-l6-v2-with-attentions","repo":"Qdrant/all_miniLM_L6_v2_with_attentions","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":91933641,"readinessCheckedAt":"2026-10-31T06:01:36.500Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":91933641,"readinessCheckedAt":"2026-10-31T06:01:36.500Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-qdrant-all-minilm-l6-v2-with-attentions","owner":"Qdrant","name":"all_miniLM_L6_v2_with_attentions","repo":"Qdrant/all_miniLM_L6_v2_with_attentions","type":"embedding","summary":"Model from Hugging Face: Qdrant/all_miniLM_L6_v2_with_attentions","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Qdrant","sourceUrl":"https://huggingface.co/Qdrant/all_miniLM_L6_v2_with_attentions","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","onnx","bert","feature-extraction","sentence-similarity","en","license:apache-2.0","text-embeddings-inference","endpoints_compatible","deploy:azure","region:us"],"task":"sentence-similarity","modality":"text","framework":"transformers","formats":["gitattributes","md","json","onnx","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":null,"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":0,"sizeKnown":false,"sizeLabel":"unknown","sizeReason":"upstream file sizes are not indexed yet","declaredSizeBytes":1,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":215131,"stars":15,"citations":0,"updatedAt":"2026-07-31T02:31:43.078Z","createdAt":"2026-06-29T22:21:52.982Z","version":"hf-main","upstream":{"gated":false,"repoId":"Qdrant/all_miniLM_L6_v2_with_attentions","private":false,"repoUrl":"https://huggingface.co/Qdrant/all_miniLM_L6_v2_with_attentions","disabled":false,"provider":"huggingface","repoType":"model","revision":"9695632d760ba609397b32f56fb5b1b870cf92a5","fetchedAt":"2026-06-30T01:52:36.438Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-07-31T02:31:43.078Z","mirroredBy":"mirror-batch-worker","mirroredBytes":91933641,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"hostedFiles":8,"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_4171a03b9d8bea87f12d4b5680966b61d70c13eb8341565a2b61ce102de2d27f","artifactId":"hf-model-qdrant-all-minilm-l6-v2-with-attentions","representationId":"rep-e861a285c5538e56c3ff3cb4e90c2fb51c92682584525b6b76cc940452c1c4ac","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-e861a285c5538e56c3ff3cb4e90c2fb51c92682584525b6b76cc940452c1c4ac","artifactId":"hf-model-qdrant-all-minilm-l6-v2-with-attentions","format":"onnx","source":{"provider":"huggingface","identity":"Qdrant/all_miniLM_L6_v2_with_attentions","revision":"9695632d760ba609397b32f56fb5b1b870cf92a5","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":1374,"sha256":"sha256:eb936989297b5f0ac4024f9ed85fcd839f2215401b02c86d72d746bf37fed39a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:23b49151ee7dc55e7e7ede6d86a460a578ded4051f6559994a0867771323928b"},{"path":"config.json","role":"config","sizeBytes":707,"sha256":"sha256:66b0314b53a83afb4b38069c8faf80e2756148e3ca6512ac720b0228d205f36b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:751e229e2e007f820833193196acae69cd9d86a78bbf50d2505f56265e0184a1"},{"path":"model.onnx","role":"weight","sizeBytes":90985592,"sha256":"sha256:368eb595d71c2c5087a200a719955a915ab788c65d487632a14de7a32613ee89","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:522178cdb3512f5b2ab2f50948b61894f1e0412ace08275258a0fefac0d81355"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":695,"sha256":"sha256:5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e6805bfda56e90de2b1db670aae477dfd9dfa4eace3ffdcf02178e04a83838b4"},{"path":"stopwords.txt","role":"support","sizeBytes":936,"sha256":"sha256:019f104ba2ed07436d05f9cdd3383034ad66014edc27fc651f837e1a038b6451","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:973856f529e84b5dba42acc7a41ed997ae370908c4a3630029d70c05fd8adc58"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711396,"sha256":"sha256:d241a60d5e8f04cc1b2b3e9ef7a4921b27bf526d9f6050ab90f9267a1f9e5c66","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ee28a5e621929aa2129ff61db5f10587c64b3a7cf1a5bba1269b4237fd2fe027"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1433,"sha256":"sha256:bd2e06a5b20fd1b13ca988bedc8763d332d242381b4fbc98f8fead4524158f79","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:87299a89283d594dac261a724acf856e2a908706b91a62a51ace0bd3beedc074"},{"path":"vocab.txt","role":"tokenizer","sizeBytes":231508,"sha256":"sha256:07eced375cec144d27c900241f3e339478dec958f92fddbc551f295c992038a3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2a68f46c5abfa2a7376b468faf16fe9c2a3b7adadf4924ad5cbe6f5f2becb30d"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:f2e4dbcdb53583a957d071662896014b7682256b7c541c12acf0762173cf4f7b","representationDigest":"sha256:989e406091a4d400c740e0de6ffa9c99228e7b96704491de4c463d9b97e70b4a","evidenceSnapshotDigest":"sha256:d84e58460415c2623b7ad67c2741c4f73eef1cbdc3e0573791d16adbb2947cc6","evaluatedAt":"2026-07-31T02:31:43.434Z","authorityVersion":"sha256:7c80d0e4f887e1f99a60126baebfe410b8613a3f22a14a6ff99e80dc0ed16d8a","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":9,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T06:01:36.500Z","evidence_url":"/api/manifests/hf-model-qdrant-all-minilm-l6-v2-with-attentions"}},"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":9,"publicDownloadableFileCount":8,"externalFileCount":9,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":false,"bytes":0,"label":"unknown","reason":"upstream file sizes are not indexed yet"},"demand":{"mirrorRequests":0,"upstreamDownloads":215131,"upstreamStars":15,"label":"215K 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":"Qdrant/all_miniLM_L6_v2_with_attentions"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/9 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: Qdrant/all_miniLM_L6_v2_with_attentions","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":1,"totalFiles":9},"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-qdrant-all-minilm-l6-v2-with-attentions/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Qdrant/all_miniLM_L6_v2_with_attentions"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T06:01:36.500Z","evidence_url":"/api/manifests/hf-model-qdrant-all-minilm-l6-v2-with-attentions"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-qdrant-all-minilm-l6-v2-with-attentions/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-qdrant-all-minilm-l6-v2-with-attentions/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-qdrant-all-minilm-l6-v2-with-attentions/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-qdrant-all-minilm-l6-v2-with-attentions","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-qdrant-all-minilm-l6-v2-with-attentions/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":"Qdrant/all_miniLM_L6_v2_with_attentions"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/9 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: Qdrant/all_miniLM_L6_v2_with_attentions","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":1,"totalFiles":9},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-qdrant-all-minilm-l6-v2-with-attentions/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-qdrant-all-minilm-l6-v2-with-attentions/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-qdrant-all-minilm-l6-v2-with-attentions/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-qdrant-all-minilm-l6-v2-with-attentions","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-qdrant-all-minilm-l6-v2-with-attentions/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-qdrant-all-minilm-l6-v2-with-attentions/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-qdrant-all-minilm-l6-v2-with-attentions/distribution"},"supportedClaims":["Qdrant/all_miniLM_L6_v2_with_attentions has 0 self-reported, unqualified Hugging Bay community reviews.","Qdrant/all_miniLM_L6_v2_with_attentions has 0 self-reported run claims; none qualify verification during limited availability.","Qdrant/all_miniLM_L6_v2_with_attentions 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-qdrant-all-minilm-l6-v2-with-attentions/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-qdrant-all-minilm-l6-v2-with-attentions/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-qdrant-all-minilm-l6-v2-with-attentions"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-qdrant-all-minilm-l6-v2-with-attentions/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."}}