{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T08:34:17.216Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-nlpai-lab-kure-reranker-base","repo":"nlpai-lab/KURE-Reranker-base","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":3452612679,"readinessCheckedAt":"2026-10-30T08:06:38.909Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":3452612679,"readinessCheckedAt":"2026-10-30T08:06:38.909Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-nlpai-lab-kure-reranker-base","owner":"nlpai-lab","name":"KURE-Reranker-base","repo":"nlpai-lab/KURE-Reranker-base","type":"llm","summary":"Model from Hugging Face for text ranking: nlpai-lab/KURE-Reranker-base · sentence transformers","cardDescription":"Ranks search results by how closely they match a query.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for ranking text against a query.","confidence":"medium","task":"text-ranking","audience":null,"basis":"recorded-metadata","rules":["task:text-ranking","tag:ranking"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"reranker"},{"field":"task","value":"text-ranking"},{"field":"cardMetadata.pipelineTag","value":"text-ranking"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":3453334123,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"nlpai-lab","sourceUrl":"https://huggingface.co/nlpai-lab/KURE-Reranker-base","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","qwen3","cross-encoder","reranker","korean","english","text-ranking","ko","en","base_model:qwen/qwen3-1.7b","base_model:finetune:qwen/qwen3-1.7b","license:apache-2.0","region:us","llm"],"task":"text-ranking","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","png","jinja","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["ko","en"],"sourceUrl":"https://huggingface.co/nlpai-lab/KURE-Reranker-base","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"text-ranking","cardDataKeys":["base_model","language","library_name","license","pipeline_tag","tags"],"semanticText":"text-ranking sentence-transformers llm model ko en safetensors reranker","semanticTerms":["text-ranking","sentence-transformers","llm","model","ko","en","safetensors","reranker"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1687},{"lfs":false,"path":"1_LogitScore/config.json","sizeBytes":99},{"lfs":false,"path":"README.md","sizeBytes":12600},{"lfs":true,"path":"assets/kure_logo.png","sizeBytes":593567},{"lfs":true,"path":"assets/pps_vs_ndcg9.png","sizeBytes":113491},{"lfs":false,"path":"chat_template.jinja","sizeBytes":741},{"lfs":false,"path":"config.json","sizeBytes":1418},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":258},{"lfs":false,"path":"generation_config.json","sizeBytes":214},{"lfs":true,"path":"model.safetensors","sizeBytes":3441185608},{"lfs":false,"path":"modules.json","sizeBytes":280},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":362},{"lfs":true,"path":"tokenizer.json","sizeBytes":11422916},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":882}],"modelIndexNames":[]},"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":3453334123,"sizeKnown":true,"sizeLabel":"3.2 GB","sizeReason":"","declaredSizeBytes":3453334123,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":12,"stars":2,"citations":0,"updatedAt":"2026-09-30T06:16:35.720Z","createdAt":"2026-09-30T06:13:04.544Z","version":"hf-main","upstream":{"gated":false,"repoId":"nlpai-lab/KURE-Reranker-base","private":false,"repoUrl":"https://huggingface.co/nlpai-lab/KURE-Reranker-base","disabled":false,"provider":"huggingface","repoType":"model","revision":"2ce4a4df15414181010a07eb1a0f75f563307c88","fetchedAt":"2026-09-30T06:13:04.514Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-30T06:16:35.720Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":9,"mirroredBytes":3452612679,"mirroredFiles":9,"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_d868c02daf0bf9b211685c2f08784cb36120675be55901dde46282d08f5c0b8d","artifactId":"hf-model-nlpai-lab-kure-reranker-base","representationId":"rep-ed9dd7eefceedcdb2c5cd0406bd975a717f2b9c8c7c96ef50d2e78a65a64041a","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-ed9dd7eefceedcdb2c5cd0406bd975a717f2b9c8c7c96ef50d2e78a65a64041a","artifactId":"hf-model-nlpai-lab-kure-reranker-base","format":"safetensors","source":{"provider":"huggingface","identity":"nlpai-lab/KURE-Reranker-base","revision":"2ce4a4df15414181010a07eb1a0f75f563307c88","immutable":true},"files":[{"path":"chat_template.jinja","role":"template","sizeBytes":741,"sha256":"sha256:6f682162495ec5b39fd9005c01b6aa2a74669379fe967039f1e2cbbe8752369d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:758503874746ac23c35c2c8e707df5833ae57f78eaef19241678bd3974760543"},{"path":"config.json","role":"config","sizeBytes":1418,"sha256":"sha256:98f11bdbb37bd6928b3832aa7b9f211f58d9d1e1c9520b0bc390e324f80edd20","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dbc2ca98df6c0adec195a731e9f6f02a9eabe723848e428d41a01aebf21277f2"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":258,"sha256":"sha256:42b9eade30b228e2e612d0985797a2e49a076534c65ee72c8c67cb4baad4fe6e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6fbf7fcef3a07bd96041dce595f1b9539688ef9745eda1d7571d78a2ecd2239a"},{"path":"generation_config.json","role":"config","sizeBytes":214,"sha256":"sha256:5292414bc5c987a1498cf50e6370ecf4939f451e023c74bb3facbdce8445a153","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c528922c59c3dd048c082e77d9966eee9534a65b938539da51883ccb5ed3cbe2"},{"path":"model.safetensors","role":"weight","sizeBytes":3441185608,"sha256":"sha256:89d39932ef22f8a3acfd7649c0cf8df64cdce3279ac2e1724985cfb5484912ae","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:47bea1dc33d2f478f86cc1715136c452df7333952d3c3e4ff48e0d62345c5eb8"},{"path":"modules.json","role":"support","sizeBytes":280,"sha256":"sha256:6f13b6b4a89e577b591b2077bca40c67c26541a6740a8809267cb474f90806a9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:97bf82d5d48d852f8dc78f9754ad5a2f6b571df9c002f8e5327f24bd9c83757b"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":362,"sha256":"sha256:3234ebd224d492cbe8d55d5ec80a3f408451c4db3005bafb64fe1c51c763e01e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b5544b68d5724a6255822ee7c81cfb08e4219a51676426e5f3324339ecb09be4"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11422916,"sha256":"sha256:1619cbc078b7158bdb0d0e5d2aec281c9ae03bf1852112173f4721c4fc962e5e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bdb0938af70138ad56df25cf26137963f07d700ad732f78e4a91a2eadba39356"},{"path":"tokenizer_config.json","role":"config","sizeBytes":882,"sha256":"sha256:a3c3d02fa3f2c4635c090397661d694df244ec96eafbb9dce123efc6ed810337","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d89b31fe0ec7b27ef696ccd9dcd74ec8f114c65b03efa993eb0d9981a608ee00"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:77488999bc207da09e9e3f52dc896232d41f7438ec84e3fcfa9671d10da780b7","representationDigest":"sha256:1ba70e8a4a11430e93214b48cb7bbbf264694dea927b35b01f8322574ca667c7","evidenceSnapshotDigest":"sha256:a91a6438735c09a9839de2ae57c04f87bd803cdccab557ff70f17eb5ec0588c7","evaluatedAt":"2026-09-30T06:16:36.295Z","authorityVersion":"sha256:4a364a29fc01dc43591535531bd91a1e24e2385af67077e29a5764b7911de23c","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":14,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T08:06:38.909Z","evidence_url":"/api/manifests/hf-model-nlpai-lab-kure-reranker-base"}},"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":14,"publicDownloadableFileCount":9,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":3453334123,"label":"3.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":12,"upstreamStars":2,"label":"12 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":"nlpai-lab/KURE-Reranker-base"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/14 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: nlpai-lab/KURE-Reranker-base","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 9/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":9,"externalFiles":5,"totalFiles":14},"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-nlpai-lab-kure-reranker-base/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"nlpai-lab/KURE-Reranker-base"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T08:06:38.909Z","evidence_url":"/api/manifests/hf-model-nlpai-lab-kure-reranker-base"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-nlpai-lab-kure-reranker-base/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-nlpai-lab-kure-reranker-base/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-nlpai-lab-kure-reranker-base/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-nlpai-lab-kure-reranker-base","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-nlpai-lab-kure-reranker-base/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":"nlpai-lab/KURE-Reranker-base"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/14 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: nlpai-lab/KURE-Reranker-base","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 9/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":9,"externalFiles":5,"totalFiles":14},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-nlpai-lab-kure-reranker-base/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-nlpai-lab-kure-reranker-base/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-nlpai-lab-kure-reranker-base/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-nlpai-lab-kure-reranker-base","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-nlpai-lab-kure-reranker-base/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-nlpai-lab-kure-reranker-base/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-nlpai-lab-kure-reranker-base/distribution"},"supportedClaims":["nlpai-lab/KURE-Reranker-base has 0 self-reported, unqualified Hugging Bay community reviews.","nlpai-lab/KURE-Reranker-base has 0 self-reported run claims; none qualify verification during limited availability.","nlpai-lab/KURE-Reranker-base 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-nlpai-lab-kure-reranker-base/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-nlpai-lab-kure-reranker-base/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-nlpai-lab-kure-reranker-base"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-nlpai-lab-kure-reranker-base/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."}}