{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-26T05:19:11.178Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-ai4data-devdata-search-minilm-l6-cgist","repo":"ai4data/devdata-search-minilm-l6-cgist","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":90868275,"readinessCheckedAt":"2026-10-26T03:45:16.524Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":90868275,"readinessCheckedAt":"2026-10-26T03:45:16.524Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-ai4data-devdata-search-minilm-l6-cgist","owner":"ai4data","name":"devdata-search-minilm-l6-cgist","repo":"ai4data/devdata-search-minilm-l6-cgist","type":"embedding","summary":"Model from Hugging Face: ai4data/devdata-search-minilm-l6-cgist","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-cgist","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":90864192,"mirrorCount":1,"downloadCount":27,"stars":0,"citations":0,"updatedAt":"2026-08-04T10:00:03.948Z","createdAt":"2026-06-30T19:22:14.086Z","version":"hf-main","upstream":{"gated":false,"repoId":"ai4data/devdata-search-minilm-l6-cgist","private":false,"repoUrl":"https://huggingface.co/ai4data/devdata-search-minilm-l6-cgist","disabled":false,"provider":"huggingface","repoType":"model","revision":"4f1cf3c2f2a83df296acca7632c303728c1e9059","fetchedAt":"2026-06-30T19:22:14.086Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-04T10:00:03.948Z","mirroredBy":"mirror-batch-worker","mirroredBytes":90868275,"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_f2deadd73575383d6d31470965484fcb619957f6dcd4e31fc917a038f594b0d5","artifactId":"hf-model-ai4data-devdata-search-minilm-l6-cgist","representationId":"rep-ce140c154b01fd10ea15a73a8c16c327c3f88f5cb480c898fdff143cf255a40c","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-ce140c154b01fd10ea15a73a8c16c327c3f88f5cb480c898fdff143cf255a40c","artifactId":"hf-model-ai4data-devdata-search-minilm-l6-cgist","format":"safetensors","source":{"provider":"huggingface","identity":"ai4data/devdata-search-minilm-l6-cgist","revision":"4f1cf3c2f2a83df296acca7632c303728c1e9059","immutable":true},"files":[{"path":"1_Pooling/config.json","role":"config","sizeBytes":90,"sha256":"sha256:4fef0a7e8c8ee36e74c0fad89bab60ade72324442d43f559ea219bb7c2580710","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:95bcc7d0587ed750265a5b588eef338e97d53d5aff5e8355d00e817d6fecf117"},{"path":"README.md","role":"support","sizeBytes":1700,"sha256":"sha256:2728524721cd1da58ae55e98bc877522ee767af22328e9d92fadc6d5cf8c6c3a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:205d4d765347413a62b4d2bdcd10d0059953a6dbdc3783b67bf924f186222d98"},{"path":"config.json","role":"config","sizeBytes":746,"sha256":"sha256:62143a3fc342bc4d164bed4777917c69935c129e7de0d8fe6de9d834f1c00d45","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b5439062b98e86371fb608960a012602755e5ecc78b1ac3997c5653822e0cf8e"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":284,"sha256":"sha256:32863f3e17dfc6edb4ea2a8a9d311478627bf6d9b4aa105956c6e36ca7dfaf72","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1ab4fd5b4cadc5bab356415a35db576d0800bf518e9f1814a64bdc42d2284693"},{"path":"model.safetensors","role":"weight","sizeBytes":90864192,"sha256":"sha256:586d7f68470d317aeff1a4b3c40a91d95d84b1afa3082e191cf8d1006ac132c3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7f613246a8e664a44e62c0ffba04040af644de35e6c5b1cae3ae067efd471cae"},{"path":"modules.json","role":"support","sizeBytes":429,"sha256":"sha256:fa7d796a215e1b2416773062891923b191fc5a4849bc44e322997433c90f459c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:050a11f6d3fdb9feff66b419cb7cfaa4eea6b7647f7c1ff5cddca04d1ccc089e"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":241,"sha256":"sha256:3084164002c0bca01b0259c5327123803fce32e660a57feb93184ffead186fc8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d427b0e89d6837dc71956a1d3281ea3d00c627ca793b8a779e4be3e6422a8baf"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711649,"sha256":"sha256:91f1def9b9391fdabe028cd3f3fcc4efd34e5d1f08c3bf2de513ebb5911a1854","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:240b545ec1fcd56c8544ec4ba9df998796fbcac048e0d3c99c459391f73c1367"},{"path":"tokenizer_config.json","role":"config","sizeBytes":593,"sha256":"sha256:0c300d9500eab2162f4266fa387a219fe81461e93af11acec6f97415d77e544d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5916ec55cfd1e0884536aed53b56cd822cd298ebf71ca6885de2577ff8caa56c"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:469706cc62e727f8fcae8ec937768ae1b0c7698f23cc53c0b32175c73acf02a2","representationDigest":"sha256:b761de1ad96efe7dc16e506eb5726564b6ab2e91aff08818d7a93c9ddb95c7fc","evidenceSnapshotDigest":"sha256:43491bf266a0f9148fc9f9ee49a8c77180dabe4ee199754438028cbec0cea141","evaluatedAt":"2026-08-04T10:00:04.427Z","authorityVersion":"sha256:d2afc8039d6aa29a35978b1d4426596f56c63cfdcbe30f79524d826f526acc27","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":9,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-26T03:45:16.524Z","evidence_url":"/api/manifests/hf-model-ai4data-devdata-search-minilm-l6-cgist"}},"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":27,"upstreamStars":0,"label":"27 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-cgist"},{"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: ai4data/devdata-search-minilm-l6-cgist","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-ai4data-devdata-search-minilm-l6-cgist/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-cgist"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-26T03:45:16.524Z","evidence_url":"/api/manifests/hf-model-ai4data-devdata-search-minilm-l6-cgist"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-ai4data-devdata-search-minilm-l6-cgist/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-minilm-l6-cgist/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-minilm-l6-cgist/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-ai4data-devdata-search-minilm-l6-cgist","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-minilm-l6-cgist/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-cgist"},{"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: ai4data/devdata-search-minilm-l6-cgist","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-ai4data-devdata-search-minilm-l6-cgist/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-minilm-l6-cgist/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-minilm-l6-cgist/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-ai4data-devdata-search-minilm-l6-cgist","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-minilm-l6-cgist/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-minilm-l6-cgist/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-minilm-l6-cgist/distribution"},"supportedClaims":["ai4data/devdata-search-minilm-l6-cgist has 0 self-reported, unqualified Hugging Bay community reviews.","ai4data/devdata-search-minilm-l6-cgist has 0 self-reported run claims; none qualify verification during limited availability.","ai4data/devdata-search-minilm-l6-cgist 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-cgist/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-minilm-l6-cgist/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ai4data-devdata-search-minilm-l6-cgist"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-minilm-l6-cgist/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."}}