{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-14T16:50:35.527Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-ai4data-devdata-search-minilm-l6-cmnrl","repo":"ai4data/devdata-search-minilm-l6-cmnrl","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-14T16:45:49.345Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-14T16:45:49.345Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-ai4data-devdata-search-minilm-l6-cmnrl","owner":"ai4data","name":"devdata-search-minilm-l6-cmnrl","repo":"ai4data/devdata-search-minilm-l6-cmnrl","type":"embedding","summary":"Model from Hugging Face: ai4data/devdata-search-minilm-l6-cmnrl","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for finding useful details in data.","confidence":"medium","task":"feature-extraction","audience":null,"basis":"recorded-metadata","rules":["task:feature-extraction"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"task","value":"feature-extraction"}],"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":"ai4data","sourceUrl":"https://huggingface.co/ai4data/devdata-search-minilm-l6-cmnrl","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","sentence-transformers","safetensors","bert","feature-extraction","retrieval","devdata-search","dataset:ai4data/devdatabench","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"],"task":"feature-extraction","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors"],"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":28,"stars":0,"citations":0,"updatedAt":"2026-08-04T10:46:26.460Z","createdAt":"2026-06-30T19:21:06.417Z","version":"hf-main","upstream":{"gated":false,"repoId":"ai4data/devdata-search-minilm-l6-cmnrl","private":false,"repoUrl":"https://huggingface.co/ai4data/devdata-search-minilm-l6-cmnrl","disabled":false,"provider":"huggingface","repoType":"model","revision":"0d7545f044999072e0542e3c19cb3fb54b876cda","fetchedAt":"2026-06-30T19:21:06.417Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-08-04T10:46:26.460Z","mirroredBy":"mirror-batch-worker","mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"hostedFiles":0,"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_0a9d8db767d4e29df0ecc97f693bf32ac9a4ae82b1b6e92e71e7e4492a19a479","artifactId":"hf-model-ai4data-devdata-search-minilm-l6-cmnrl","representationId":"rep-da897a14365f3e3c6df73aa572fee40a315b5dfa41c869a353eba0be8add6c36","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-da897a14365f3e3c6df73aa572fee40a315b5dfa41c869a353eba0be8add6c36","artifactId":"hf-model-ai4data-devdata-search-minilm-l6-cmnrl","format":"safetensors","source":{"provider":"huggingface","identity":"ai4data/devdata-search-minilm-l6-cmnrl","revision":"0d7545f044999072e0542e3c19cb3fb54b876cda","immutable":true},"files":[{"path":"1_Pooling/config.json","role":"config","sizeBytes":90,"sha256":"sha256:4fef0a7e8c8ee36e74c0fad89bab60ade72324442d43f559ea219bb7c2580710","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:93b02b6c4ec82d620d2b0632bcbc65cdf7c70fb0ff414e30ca604861c154672e"},{"path":"README.md","role":"support","sizeBytes":1700,"sha256":"sha256:4c485cf697840e9165f3198616cc93d04177b17e8fbb95945c75e8e49a07ceaf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:57c5d5b30b7fa49bc31bbee21b71f9d3e89f8e21000105548cb4a76da4d971be"},{"path":"config.json","role":"config","sizeBytes":746,"sha256":"sha256:62143a3fc342bc4d164bed4777917c69935c129e7de0d8fe6de9d834f1c00d45","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7b7f3065931d3d7ec0f054240041a9c8e2ead225eab599fe50a6c1174da8e276"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":284,"sha256":"sha256:32863f3e17dfc6edb4ea2a8a9d311478627bf6d9b4aa105956c6e36ca7dfaf72","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0457fe323d8ab45863c9cdeea6a497e5ff0df8e15b31cb5bccc325a160933253"},{"path":"model.safetensors","role":"weight","sizeBytes":90864192,"sha256":"sha256:42cc4381f014de0b3ba413a5c8dde1f5848fb85990f898a248119804fd453807","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:aa42097f3c5458f361923e14793956b955c1d13651d4a0240900ed3a2f6cd51a"},{"path":"modules.json","role":"support","sizeBytes":429,"sha256":"sha256:fa7d796a215e1b2416773062891923b191fc5a4849bc44e322997433c90f459c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f025f613be7c0928bf0bcdb42223892dca086aa7eb5c94d47a3eb735146a2e1a"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":241,"sha256":"sha256:3084164002c0bca01b0259c5327123803fce32e660a57feb93184ffead186fc8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e8a77bdabeeb465f7dc6f6ca1e9de308853292fa8f1882d4ea4ab9c4df9a51e4"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711649,"sha256":"sha256:91f1def9b9391fdabe028cd3f3fcc4efd34e5d1f08c3bf2de513ebb5911a1854","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:91bf90c35847c7309f162a43d232a684320db96a14c79b7b3ee54de784783df7"},{"path":"tokenizer_config.json","role":"config","sizeBytes":593,"sha256":"sha256:0c300d9500eab2162f4266fa387a219fe81461e93af11acec6f97415d77e544d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:607adc41ab48eb3c3d82c16c45144073f5ccab712877349166894d25d9b0939c"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:c7c478ffbaba170920b258498fb9bc7d575a9c7664be071b818428ad4eb82dd4","representationDigest":"sha256:1c9c25586dfcf4a473449d3c92767f72b274fd8eb40a86f854b953ffab860e65","evidenceSnapshotDigest":"sha256:8c47eb23b63b2150940204d6d9a9bf4be38e7ac43ee82b1b0a31b977d2c7e0c9","evaluatedAt":"2026-08-04T10:46:26.969Z","authorityVersion":"sha256:c0c7622698237c176c6bd50fdfd8137bcefa8bad84af17a4fc022da3e07aa7c9","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":9,"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":"2026-11-14T16:45:49.345Z","evidence_url":"/api/manifests/hf-model-ai4data-devdata-search-minilm-l6-cmnrl"}},"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":false,"bytes":0,"label":"unknown","reason":"upstream file sizes are not indexed yet"},"demand":{"mirrorRequests":0,"upstreamDownloads":28,"upstreamStars":0,"label":"28 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":"ai4data/devdata-search-minilm-l6-cmnrl"},{"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: ai4data/devdata-search-minilm-l6-cmnrl","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-ai4data-devdata-search-minilm-l6-cmnrl/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"ai4data/devdata-search-minilm-l6-cmnrl"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-14T16:45:49.345Z","evidence_url":"/api/manifests/hf-model-ai4data-devdata-search-minilm-l6-cmnrl"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-ai4data-devdata-search-minilm-l6-cmnrl/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-minilm-l6-cmnrl/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-minilm-l6-cmnrl/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-ai4data-devdata-search-minilm-l6-cmnrl","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-minilm-l6-cmnrl/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":"ai4data/devdata-search-minilm-l6-cmnrl"},{"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: ai4data/devdata-search-minilm-l6-cmnrl","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-ai4data-devdata-search-minilm-l6-cmnrl/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-minilm-l6-cmnrl/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-minilm-l6-cmnrl/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-ai4data-devdata-search-minilm-l6-cmnrl","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-minilm-l6-cmnrl/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-minilm-l6-cmnrl/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-minilm-l6-cmnrl/distribution"},"supportedClaims":["ai4data/devdata-search-minilm-l6-cmnrl has 0 self-reported, unqualified Hugging Bay community reviews.","ai4data/devdata-search-minilm-l6-cmnrl has 0 self-reported run claims; none qualify verification during limited availability.","ai4data/devdata-search-minilm-l6-cmnrl 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-ai4data-devdata-search-minilm-l6-cmnrl/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-minilm-l6-cmnrl/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ai4data-devdata-search-minilm-l6-cmnrl"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-minilm-l6-cmnrl/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."}}