{"schemaVersion":"hugging-bay.publisher-profile.v1","generatedAt":"2026-10-31T23:32:22.652Z","namespace":"nlpai-lab","displayName":"private-import bulk importer (368 campaign owners, approved 2026-10-08)","claimed":true,"applicationStatus":null,"stats":{"artifacts":3,"publicArtifacts":3,"gatedArtifacts":0,"hostedArtifacts":0,"hostedFiles":0,"externalFiles":37,"totalFiles":37,"downloads":277,"stars":22,"updatedAt":"2026-09-30T06:24:15.114Z","reviewQualification":"self-reported-unqualified","reviewTrustImpact":"none"},"topArtifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":2288186746,"readinessCheckedAt":"2026-10-31T23:12:31.699Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":2288186746,"readinessCheckedAt":"2026-10-31T23:12:31.699Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-nlpai-lab-lamar-600m","owner":"nlpai-lab","name":"LAMAR-600m","repo":"nlpai-lab/LAMAR-600m","type":"llm","summary":"Model from Hugging Face for text ranking: nlpai-lab/LAMAR-600m · 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":"mit"},{"field":"cardMetadata.license","value":"mit"},{"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":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2288259012,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"nlpai-lab","sourceUrl":"https://huggingface.co/nlpai-lab/LAMAR-600m","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","xlm-roberta","cross-encoder","reranker","multilingual","cross-lingual","text-ranking","dataset:rlhn/rlhn-250k","dataset:miracl/miracl","dataset:nlpai-lab/miracl-multilingual-triplets","dataset:unicamp-dl/mmarco","arxiv:2607.22042","base_model:baai/bge-m3-retromae","base_model:finetune:baai/bge-m3-retromae","license:mit","text-embeddings-inference","endpoints_compatible","region:us","llm"],"task":"text-ranking","modality":"text","framework":"sentence-transformers","formats":["gitattributes","md","png","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":["rlhn/rlhn-250K","miracl/miracl","nlpai-lab/miracl-multilingual-triplets","unicamp-dl/mmarco"],"paperIds":["2607.22042"],"repoType":"model","baseModel":"","languages":["multilingual"],"sourceUrl":"https://huggingface.co/nlpai-lab/LAMAR-600m","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"text-ranking","cardDataKeys":["base_model","datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"text-ranking sentence-transformers llm model multilingual rlhn/rlhn-250k miracl/miracl nlpai-lab/miracl-multilingual-triplets unicamp-dl/mmarco safetensors reranker text-embeddings-inference","semanticTerms":["text-ranking","sentence-transformers","llm","model","multilingual","rlhn/rlhn-250k","miracl/miracl","nlpai-lab/miracl-multilingual-triplets","unicamp-dl/mmarco","safetensors","reranker","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":14519},{"lfs":false,"path":"assets/languages.png","sizeBytes":70696},{"lfs":false,"path":"config.json","sizeBytes":842},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":263},{"lfs":true,"path":"model.safetensors","sizeBytes":2271071852},{"lfs":false,"path":"modules.json","sizeBytes":131},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":225},{"lfs":true,"path":"tokenizer.json","sizeBytes":17098339},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":575}],"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":2288259012,"sizeKnown":true,"sizeLabel":"2.1 GB","sizeReason":"","declaredSizeBytes":2288259012,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":247,"stars":18,"citations":0,"updatedAt":"2026-08-29T10:12:02.771Z","createdAt":"2026-07-31T04:15:01.512Z","version":"hf-main","upstream":{"gated":false,"repoId":"nlpai-lab/LAMAR-600m","private":false,"repoUrl":"https://huggingface.co/nlpai-lab/LAMAR-600m","disabled":false,"provider":"huggingface","repoType":"model","revision":"3af1f97945392da8ef46217640641355928aeb59","fetchedAt":"2026-08-29T08:50:40.357Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-08-29T10:12:02.771Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":8,"mirroredBytes":2288186746,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":10,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":10,"publicDownloadableFileCount":8,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2288259012,"label":"2.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":247,"upstreamStars":18,"label":"247 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"nlpai-lab/LAMAR-600m"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/10 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: mit","Provenance: nlpai-lab/LAMAR-600m","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":2,"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-nlpai-lab-lamar-600m/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1570,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/languages.png","sizeBytes":70696,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"nlpai-lab/LAMAR-600m"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T23:12:31.699Z","evidence_url":"/api/manifests/hf-model-nlpai-lab-lamar-600m"},"lastKnownAnswer":"Ready to download"},"topTypes":[{"type":"llm","count":3}],"topLicenses":[{"license":"apache-2.0","count":2},{"license":"mit","count":1}],"sourceCounts":[{"source":"huggingface","count":3}],"worksWith":[],"links":{"web":"https://huggingbay.xyz/publishers/nlpai-lab","api":"https://huggingbay.xyz/api/publishers/nlpai-lab","artifacts":"https://huggingbay.xyz/api/artifacts?summary=1&owner=nlpai-lab&limit=50","apply":"https://huggingbay.xyz/publishers/apply"},"artifacts":[{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":2288186746,"readinessCheckedAt":"2026-10-31T23:12:31.699Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":2288186746,"readinessCheckedAt":"2026-10-31T23:12:31.699Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-nlpai-lab-lamar-600m","owner":"nlpai-lab","name":"LAMAR-600m","repo":"nlpai-lab/LAMAR-600m","type":"llm","summary":"Model from Hugging Face for text ranking: nlpai-lab/LAMAR-600m · 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":"mit"},{"field":"cardMetadata.license","value":"mit"},{"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":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2288259012,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"nlpai-lab","sourceUrl":"https://huggingface.co/nlpai-lab/LAMAR-600m","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","xlm-roberta","cross-encoder","reranker","multilingual","cross-lingual","text-ranking","dataset:rlhn/rlhn-250k","dataset:miracl/miracl","dataset:nlpai-lab/miracl-multilingual-triplets","dataset:unicamp-dl/mmarco","arxiv:2607.22042","base_model:baai/bge-m3-retromae","base_model:finetune:baai/bge-m3-retromae","license:mit","text-embeddings-inference","endpoints_compatible","region:us","llm"],"task":"text-ranking","modality":"text","framework":"sentence-transformers","formats":["gitattributes","md","png","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":["rlhn/rlhn-250K","miracl/miracl","nlpai-lab/miracl-multilingual-triplets","unicamp-dl/mmarco"],"paperIds":["2607.22042"],"repoType":"model","baseModel":"","languages":["multilingual"],"sourceUrl":"https://huggingface.co/nlpai-lab/LAMAR-600m","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"text-ranking","cardDataKeys":["base_model","datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"text-ranking sentence-transformers llm model multilingual rlhn/rlhn-250k miracl/miracl nlpai-lab/miracl-multilingual-triplets unicamp-dl/mmarco safetensors reranker text-embeddings-inference","semanticTerms":["text-ranking","sentence-transformers","llm","model","multilingual","rlhn/rlhn-250k","miracl/miracl","nlpai-lab/miracl-multilingual-triplets","unicamp-dl/mmarco","safetensors","reranker","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":14519},{"lfs":false,"path":"assets/languages.png","sizeBytes":70696},{"lfs":false,"path":"config.json","sizeBytes":842},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":263},{"lfs":true,"path":"model.safetensors","sizeBytes":2271071852},{"lfs":false,"path":"modules.json","sizeBytes":131},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":225},{"lfs":true,"path":"tokenizer.json","sizeBytes":17098339},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":575}],"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":2288259012,"sizeKnown":true,"sizeLabel":"2.1 GB","sizeReason":"","declaredSizeBytes":2288259012,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":247,"stars":18,"citations":0,"updatedAt":"2026-08-29T10:12:02.771Z","createdAt":"2026-07-31T04:15:01.512Z","version":"hf-main","upstream":{"gated":false,"repoId":"nlpai-lab/LAMAR-600m","private":false,"repoUrl":"https://huggingface.co/nlpai-lab/LAMAR-600m","disabled":false,"provider":"huggingface","repoType":"model","revision":"3af1f97945392da8ef46217640641355928aeb59","fetchedAt":"2026-08-29T08:50:40.357Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-08-29T10:12:02.771Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":8,"mirroredBytes":2288186746,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":10,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":10,"publicDownloadableFileCount":8,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2288259012,"label":"2.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":247,"upstreamStars":18,"label":"247 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"nlpai-lab/LAMAR-600m"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/10 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: mit","Provenance: nlpai-lab/LAMAR-600m","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":2,"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-nlpai-lab-lamar-600m/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1570,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/languages.png","sizeBytes":70696,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"nlpai-lab/LAMAR-600m"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T23:12:31.699Z","evidence_url":"/api/manifests/hf-model-nlpai-lab-lamar-600m"},"lastKnownAnswer":"Ready to download"},{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":598402999,"readinessCheckedAt":"2026-10-31T23:12:31.699Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":598402999,"readinessCheckedAt":"2026-10-31T23:12:31.699Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-nlpai-lab-kure-reranker-nano","owner":"nlpai-lab","name":"KURE-Reranker-nano","repo":"nlpai-lab/KURE-Reranker-nano","type":"llm","summary":"Model from Hugging Face for text ranking: nlpai-lab/KURE-Reranker-nano · 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":599826801,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"nlpai-lab","sourceUrl":"https://huggingface.co/nlpai-lab/KURE-Reranker-nano","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","modernbert","cross-encoder","reranker","korean","english","text-ranking","ko","en","base_model:skt/a.x-encoder-base","base_model:finetune:skt/a.x-encoder-base","license:apache-2.0","text-embeddings-inference","endpoints_compatible","region:us","llm"],"task":"text-ranking","modality":"text","framework":"sentence-transformers","formats":["gitattributes","md","json","png","safetensors","txt"],"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-nano","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 text-embeddings-inference","semanticTerms":["text-ranking","sentence-transformers","llm","model","ko","en","safetensors","reranker","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1773},{"lfs":false,"path":"README.md","sizeBytes":11489},{"lfs":false,"path":"added_tokens.json","sizeBytes":21},{"lfs":true,"path":"assets/kure_logo.png","sizeBytes":593567},{"lfs":true,"path":"assets/pps_performance_2col.png","sizeBytes":205867},{"lfs":true,"path":"assets/pps_vs_ndcg9.png","sizeBytes":110385},{"lfs":true,"path":"assets/size_performance_2col.png","sizeBytes":210996},{"lfs":false,"path":"config.json","sizeBytes":1409},{"lfs":true,"path":"model.safetensors","sizeBytes":597306212},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":969},{"lfs":false,"path":"tokenizer.json","sizeBytes":1087443},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":6945},{"lfs":false,"path":"vocab.txt","sizeBytes":289725}],"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":599826801,"sizeKnown":true,"sizeLabel":"572.0 MB","sizeReason":"","declaredSizeBytes":599826801,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":18,"stars":2,"citations":0,"updatedAt":"2026-09-30T06:24:15.114Z","createdAt":"2026-09-30T06:23:11.451Z","version":"hf-main","upstream":{"gated":false,"repoId":"nlpai-lab/KURE-Reranker-nano","private":false,"repoUrl":"https://huggingface.co/nlpai-lab/KURE-Reranker-nano","disabled":false,"provider":"huggingface","repoType":"model","revision":"d4e648cc53e1ff48063f03c25cd3e860f7be961f","fetchedAt":"2026-09-30T06:23:11.427Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-30T06:24:15.114Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":6,"mirroredBytes":598402999,"mirroredFiles":6,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":13,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":13,"publicDownloadableFileCount":6,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":599826801,"label":"572.0 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":18,"upstreamStars":2,"label":"18 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"nlpai-lab/KURE-Reranker-nano"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/13 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: nlpai-lab/KURE-Reranker-nano","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":7,"totalFiles":13},"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-nano/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1773,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":11489,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/kure_logo.png","sizeBytes":593567,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/pps_performance_2col.png","sizeBytes":205867,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"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-nano"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T23:12:31.699Z","evidence_url":"/api/manifests/hf-model-nlpai-lab-kure-reranker-nano"},"lastKnownAnswer":"Ready to download"},{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":3452612679,"readinessCheckedAt":"2026-10-31T23:12:31.699Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":3452612679,"readinessCheckedAt":"2026-10-31T23:12:31.699Z","readinessSource":"projection","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":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":14,"scope":"file-inventory-only"},"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."},"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-unknown","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 unknown; 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 unknown; 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":[{"path":".gitattributes","sizeBytes":1687,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"1_LogitScore/config.json","sizeBytes":99,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":12600,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/kure_logo.png","sizeBytes":593567,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/pps_vs_ndcg9.png","sizeBytes":113491,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"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":"2026-10-31T23:12:31.699Z","evidence_url":"/api/manifests/hf-model-nlpai-lab-kure-reranker-base"},"lastKnownAnswer":"Ready to download"}],"guidance":["Use publisher profiles to find official namespace releases and likely maintainers.","Claim status is a Hugging Bay namespace signal, not proof of upstream ownership unless verification is explicit.","Use hosted/downloadable rows plus manifests for automated downloads."],"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."}}