{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-22T22:17:30.961Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-ai4data-devdata-search-gist-small-cmnrl","repo":"ai4data/devdata-search-gist-small-cmnrl","artifact":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":8,"mirroredBytes":133466284,"readinessCheckedAt":"2026-10-22T20:57:16.935Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":8,"mirroredBytes":133466284,"readinessCheckedAt":"2026-10-22T20:57:16.935Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-ai4data-devdata-search-gist-small-cmnrl","owner":"ai4data","name":"devdata-search-gist-small-cmnrl","repo":"ai4data/devdata-search-gist-small-cmnrl","type":"embedding","summary":"Model from Hugging Face: ai4data/devdata-search-gist-small-cmnrl","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-gist-small-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:avsolatorio/gist-small-embedding-v0","base_model:finetune:avsolatorio/gist-small-embedding-v0","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":133462128,"mirrorCount":1,"downloadCount":25,"stars":0,"citations":0,"updatedAt":"2026-08-04T15:00:32.621Z","createdAt":"2026-06-30T19:24:38.070Z","version":"hf-main","upstream":{"gated":false,"repoId":"ai4data/devdata-search-gist-small-cmnrl","private":false,"repoUrl":"https://huggingface.co/ai4data/devdata-search-gist-small-cmnrl","disabled":false,"provider":"huggingface","repoType":"model","revision":"7a41e5487c52eced359edb76ff05df14237a7bec","fetchedAt":"2026-06-30T19:24:38.070Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-04T15:00:32.621Z","mirroredBy":"mirror-batch-worker","mirroredBytes":133466284,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"hostedFiles":8,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true},"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_c4d6bf5513e793e7079d432fba30e5bb19aecbd298731f0d5ec69af6ec3e234f","artifactId":"hf-model-ai4data-devdata-search-gist-small-cmnrl","representationId":"rep-9a4675c12bc0c142e4c04af395a544aa8b99955f46ff862a252efaf09ede925a","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-9a4675c12bc0c142e4c04af395a544aa8b99955f46ff862a252efaf09ede925a","artifactId":"hf-model-ai4data-devdata-search-gist-small-cmnrl","format":"safetensors","source":{"provider":"huggingface","identity":"ai4data/devdata-search-gist-small-cmnrl","revision":"7a41e5487c52eced359edb76ff05df14237a7bec","immutable":true},"files":[{"path":"1_Pooling/config.json","role":"config","sizeBytes":89,"sha256":"sha256:1abc669193fef51cb822e0449ab0094bc3d2dec748248ab9be3337c05b63129a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3fb2117638867a0f8cf8257f6b4844256a8f0fedef1cf2b56df358e78ee245b1"},{"path":"README.md","role":"support","sizeBytes":1690,"sha256":"sha256:a935f9c61b5b4bf05bc7c65e6e72ffa84873188eddbadfc1bfe8b44e7e12317f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8e5fbf8566bef575c29059b30784cff3c8ed80600b327fcb0e53d34ca5d02e21"},{"path":"config.json","role":"config","sizeBytes":790,"sha256":"sha256:9c4a1bd5ba02e8a1e3347e123507610a0705c03b67465bd160be8e0328c65e26","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c1b372dab7fa6e420b15056a7102c78398782565439d3364fe6688aa1e1a528b"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":284,"sha256":"sha256:32863f3e17dfc6edb4ea2a8a9d311478627bf6d9b4aa105956c6e36ca7dfaf72","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:01cb1a0c22ca40b6d648a26503a8856b98b79bd5c13598dd0ddbad9d99ff8698"},{"path":"model.safetensors","role":"weight","sizeBytes":133462128,"sha256":"sha256:a2702b5613ee75f8a9827e4bee6ac14aee9ff53c315ac8b4fb59fee8acb58027","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:317c3fc3363c5d7230377033610d18650e12a311ca420f9f53f71b3d0c6408ab"},{"path":"modules.json","role":"support","sizeBytes":429,"sha256":"sha256:fa7d796a215e1b2416773062891923b191fc5a4849bc44e322997433c90f459c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a5841cdf7dfdb6282b489bae70cc449d266b3f697da0327b26f8835dfbf4c11b"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":241,"sha256":"sha256:3084164002c0bca01b0259c5327123803fce32e660a57feb93184ffead186fc8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:cbb5e88ef37b1cf6cecddc360933a789e40026a28b5d3dc0d91b51ac2d000e06"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711649,"sha256":"sha256:91f1def9b9391fdabe028cd3f3fcc4efd34e5d1f08c3bf2de513ebb5911a1854","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:306ecaed435aaaeb1961fe3201e219a84a7aa85c5ebc4a6dfab5452863f25884"},{"path":"tokenizer_config.json","role":"config","sizeBytes":633,"sha256":"sha256:76f289cf6d08d122059207969431fe309b6c7c4ee862fcaa8520599015523047","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:efb1811bf689835510b0117d43b56148a4c1cb4e95ee23eae443747b633c6bf4"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:01b18c3242533699018b553cb4dd19f7f5985ebab0523938ba333bdf5ee653b8","representationDigest":"sha256:4a253159898748d51f0a22ac54d10153a000e77647c64dffb84dcb8e03f1d33d","evidenceSnapshotDigest":"sha256:c507bb5b29377a4988f2a813b9b1797da398e997a2b88cc3228c3882aaa73ee5","evaluatedAt":"2026-08-04T15:00:33.148Z","authorityVersion":"sha256:cb07d678d8e3479db26eade59a69dac486983155972965972d1f82be7afa5187","invalidatedBy":null,"manifestFinal":false,"downloadable":false,"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"},"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":25,"upstreamStars":0,"label":"25 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-gist-small-cmnrl"},{"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-gist-small-cmnrl","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-gist-small-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-gist-small-cmnrl"}}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-ai4data-devdata-search-gist-small-cmnrl/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-gist-small-cmnrl/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-gist-small-cmnrl/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-ai4data-devdata-search-gist-small-cmnrl","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-gist-small-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-gist-small-cmnrl"},{"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-gist-small-cmnrl","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-gist-small-cmnrl/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-gist-small-cmnrl/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-gist-small-cmnrl/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-ai4data-devdata-search-gist-small-cmnrl","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-gist-small-cmnrl/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-gist-small-cmnrl/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-gist-small-cmnrl/distribution"},"supportedClaims":["ai4data/devdata-search-gist-small-cmnrl has 0 self-reported, unqualified Hugging Bay community reviews.","ai4data/devdata-search-gist-small-cmnrl has 0 self-reported run claims; none qualify verification during limited availability.","ai4data/devdata-search-gist-small-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-gist-small-cmnrl/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-gist-small-cmnrl/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ai4data-devdata-search-gist-small-cmnrl"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-ai4data-devdata-search-gist-small-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."}}