{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T00:43:03.226Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560","repo":"JaehyeokLee/20m_em_checkpoint_epoch_1_step_3560","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":2288151335,"readinessCheckedAt":"2026-11-02T00:30:19.157Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":2288151335,"readinessCheckedAt":"2026-11-02T00:30:19.157Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560","owner":"JaehyeokLee","name":"20m_em_checkpoint_epoch_1_step_3560","repo":"JaehyeokLee/20m_em_checkpoint_epoch_1_step_3560","type":"embedding","summary":"Model from Hugging Face for sentence similarity: JaehyeokLee/20m_em_checkpoint_epoch_1_step_3560 · sentence transformers","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for checking whether two sentences mean similar things.","confidence":"medium","task":"sentence-similarity","audience":null,"basis":"recorded-metadata","rules":["task:sentence-similarity"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2288166728,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"JaehyeokLee","sourceUrl":"https://huggingface.co/JaehyeokLee/20m_em_checkpoint_epoch_1_step_3560","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","xlm-roberta","feature-extraction","sentence-similarity","arxiv:2402.03216","arxiv:2004.04906","arxiv:2106.14807","arxiv:2107.05720","arxiv:2004.12832","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":["2402.03216","2004.04906","2106.14807","2107.05720","2004.12832"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/JaehyeokLee/20m_em_checkpoint_epoch_1_step_3560","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["license","pipeline_tag","tags"],"semanticText":"sentence-similarity sentence-transformers embedding model safetensors text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":297},{"lfs":false,"path":"README.md","sizeBytes":13526},{"lfs":false,"path":"config.json","sizeBytes":858},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":205},{"lfs":true,"path":"model.safetensors","sizeBytes":2271064456},{"lfs":false,"path":"modules.json","sizeBytes":349},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":54},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":964},{"lfs":true,"path":"tokenizer.json","sizeBytes":17083053},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1396}],"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":2288166728,"sizeKnown":true,"sizeLabel":"2.1 GB","sizeReason":"","declaredSizeBytes":2288166728,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":87,"stars":0,"citations":0,"updatedAt":"2026-09-25T10:19:46.527Z","createdAt":"2026-09-25T10:04:23.160Z","version":"hf-main","upstream":{"gated":false,"repoId":"JaehyeokLee/20m_em_checkpoint_epoch_1_step_3560","private":false,"repoUrl":"https://huggingface.co/JaehyeokLee/20m_em_checkpoint_epoch_1_step_3560","disabled":false,"provider":"huggingface","repoType":"model","revision":"eb4ae422a2b0da6f734cb3d9fed8eb53df18ebde","fetchedAt":"2026-09-25T10:04:23.158Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-25T10:19:46.527Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":8,"mirroredBytes":2288151335,"mirroredFiles":8,"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_3afc4b5063708ff354dbb4adb3f1efae7da6f225eb9b7eb16cbffe82e178a56b","artifactId":"hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560","representationId":"rep-1d04fc44f51d4a4d6a87c9235e29b72e79e330cceb364f8358238522fd38b734","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-1d04fc44f51d4a4d6a87c9235e29b72e79e330cceb364f8358238522fd38b734","artifactId":"hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560","format":"safetensors","source":{"provider":"huggingface","identity":"JaehyeokLee/20m_em_checkpoint_epoch_1_step_3560","revision":"eb4ae422a2b0da6f734cb3d9fed8eb53df18ebde","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":858,"sha256":"sha256:d1e5efed42e20abdc08977e2935fa3baef291e8607639e62c6f5831e4d1330e0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c3f3518d2918b458f155d7c1a105db1438a2bf6588ff91d3f6922f45a94be1cd"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":205,"sha256":"sha256:f450666f83a207076df0fa19c69c6c5e92fa82c0dec485b3b700d697b9d58e4b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3c7ce9ad0c6e9ea678c82408f3cdc245f8604bb3fcb8b55f8be7ba4abf9cd908"},{"path":"model.safetensors","role":"weight","sizeBytes":2271064456,"sha256":"sha256:d373640cd674501289dcaab95ab4a21ac21c6109cc28941ead231bf3d0de0baa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:293572cd9c3bdc16226d8d6dbff8ca3226c6ce632ddf861eb6a009db470be9f0"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d2d843724772af250d972f0634fb5dc3cb3f58587b3ff4709c176d17f96ef2e9"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":54,"sha256":"sha256:d7ff3be36cdd7a6eeb94411121036d669cb1074eb1540dabd3e3cb18ee13e3a6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:007521169fcedf1cfb950d72372ac21406dd37876b00a8795e3d65d21a26ad34"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":964,"sha256":"sha256:8c785abebea9ae3257b61681b4e6fd8365ceafde980c21970d001e834cf10835","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7cce0b7f994e50076201b61e5c7ecdce307b279cbf01716844af5f90e44f77fd"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17083053,"sha256":"sha256:fb3c3b93c46fd5a8634e262e1b7de7da11a18b527aa2282b312952b692781dfd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6971c581bde221ee4288bfb7b8bb7da48d4c505ba5836e1f4716951495aadf28"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1396,"sha256":"sha256:798115d112f54580e637aa00e648e60f51b16f64cb8bbe2fae8a953e0585256a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:00cc8759f30df82fc625c26acde5dc7123a33bc7adfd3a337d24f76ee0b193e0"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:3ba4838f3fb7faf00a2256efc0cb1698b94f45389e79d2372b57cc9c936e6048","representationDigest":"sha256:bdceb973efb78be3176d3a4b9eef34204037a3e20f7c858a14f597a1b2eda3e8","evidenceSnapshotDigest":"sha256:8c8ad82ca86fa7d4f72b135f94c2ba7da1ff444d96dc057ae7ddcecfc1aa072f","evaluatedAt":"2026-09-25T10:19:47.229Z","authorityVersion":"sha256:e1497b1fb635cf77e22cd94c397e842e38c99f525122068de8a4da5e0fd47b33","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":8,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":11,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T00:30:19.157Z","evidence_url":"/api/manifests/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560"}},"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":11,"publicDownloadableFileCount":8,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2288166728,"label":"2.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":87,"upstreamStars":0,"label":"87 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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"JaehyeokLee/20m_em_checkpoint_epoch_1_step_3560"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/11 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: mit","Provenance: JaehyeokLee/20m_em_checkpoint_epoch_1_step_3560","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":3,"totalFiles":11},"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-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"JaehyeokLee/20m_em_checkpoint_epoch_1_step_3560"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T00:30:19.157Z","evidence_url":"/api/manifests/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560/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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"JaehyeokLee/20m_em_checkpoint_epoch_1_step_3560"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/11 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: mit","Provenance: JaehyeokLee/20m_em_checkpoint_epoch_1_step_3560","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":3,"totalFiles":11},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560/distribution"},"supportedClaims":["JaehyeokLee/20m_em_checkpoint_epoch_1_step_3560 has 0 self-reported, unqualified Hugging Bay community reviews.","JaehyeokLee/20m_em_checkpoint_epoch_1_step_3560 has 0 self-reported run claims; none qualify verification during limited availability.","JaehyeokLee/20m_em_checkpoint_epoch_1_step_3560 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-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-3560/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."}}