{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T17:18:27.718Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-4560","repo":"JaehyeokLee/20m_em_checkpoint_epoch_1_step_4560","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":2288151332,"readinessCheckedAt":"2026-11-02T17:09:12.069Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":2288151332,"readinessCheckedAt":"2026-11-02T17:09:12.069Z","readinessSource":"file-check","degraded":true,"stale":true,"obtainReady":null,"hosted":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown."},"id":"hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-4560","owner":"JaehyeokLee","name":"20m_em_checkpoint_epoch_1_step_4560","repo":"JaehyeokLee/20m_em_checkpoint_epoch_1_step_4560","type":"embedding","summary":"Model from Hugging Face for sentence similarity: JaehyeokLee/20m_em_checkpoint_epoch_1_step_4560 · 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":2288166725,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"JaehyeokLee","sourceUrl":"https://huggingface.co/JaehyeokLee/20m_em_checkpoint_epoch_1_step_4560","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_4560","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":855},{"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":2288166725,"sizeKnown":true,"sizeLabel":"2.1 GB","sizeReason":"","declaredSizeBytes":2288166725,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":99,"stars":0,"citations":0,"updatedAt":"2026-09-28T08:39:54.850Z","createdAt":"2026-09-28T08:27:35.687Z","version":"hf-main","upstream":{"gated":false,"repoId":"JaehyeokLee/20m_em_checkpoint_epoch_1_step_4560","private":false,"repoUrl":"https://huggingface.co/JaehyeokLee/20m_em_checkpoint_epoch_1_step_4560","disabled":false,"provider":"huggingface","repoType":"model","revision":"78c6ee20e8efa757d1ce4e0475d62cab5cb6a7d6","fetchedAt":"2026-09-28T08:27:35.685Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"unknown","mirroredAt":"2026-09-28T08:39:54.850Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":8,"mirroredBytes":2288151332,"mirroredFiles":8,"storageProvider":"gcs","hosted":null,"downloadable":null,"verified":false,"completeRunnable":null,"runReady":null,"refreshedAt":null,"stale":false,"downloadReady":null,"readiness":"unknown","obtainReady":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"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_d018fb28cf4854eb2d5a21b0df4c39668d7f3a41ad715bdd812e20f419f0538d","artifactId":"hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-4560","representationId":"rep-566d6a99419bd952f516961aa9268beb64b3789ad189dce0f739b55f10938743","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-566d6a99419bd952f516961aa9268beb64b3789ad189dce0f739b55f10938743","artifactId":"hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-4560","format":"safetensors","source":{"provider":"huggingface","identity":"JaehyeokLee/20m_em_checkpoint_epoch_1_step_4560","revision":"78c6ee20e8efa757d1ce4e0475d62cab5cb6a7d6","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":855,"sha256":"sha256:69e3802e5309aab00020983760112ad1047b9706665da7ac5f7246c4c7ddacae","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d2aea9fcf8a3e631ca6886e8c200e74f4660196e2a9058c3ff2ba2c0c2ae040c"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":205,"sha256":"sha256:f450666f83a207076df0fa19c69c6c5e92fa82c0dec485b3b700d697b9d58e4b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:acce954c898002bf959c4b2de993ac125faae85de1dcd28294fba16f01067101"},{"path":"model.safetensors","role":"weight","sizeBytes":2271064456,"sha256":"sha256:98d02b091d854b118bde6c717631c82231da25e637e3f36a0f3c7ed03beb864f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:97c5ee95a99c7399276b027c27cab9c4bbf0573c76ee4916fa7582389e83dabe"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d6ed5629509466e50d0333247cedc5e36557e45c837cac1252c79989061c92fe"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":54,"sha256":"sha256:d7ff3be36cdd7a6eeb94411121036d669cb1074eb1540dabd3e3cb18ee13e3a6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dc975f51a5d93a0e7d0a0f59e0458427fde55f992a48068f054eebd6720b7cd5"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":964,"sha256":"sha256:8c785abebea9ae3257b61681b4e6fd8365ceafde980c21970d001e834cf10835","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:193d59813c3869e39d01d0ed8928f716ab179373346eea71055b26cbcd38d953"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17083053,"sha256":"sha256:fb3c3b93c46fd5a8634e262e1b7de7da11a18b527aa2282b312952b692781dfd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:78650557d8c29dc976bc724212935c8790544a2c76d7280379a3e71de4d79362"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1396,"sha256":"sha256:798115d112f54580e637aa00e648e60f51b16f64cb8bbe2fae8a953e0585256a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9c8ccc5f3a634dc01075607ad401362fe2608667d5d18767c7b8c4cbf1b24225"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:74da752e632b33c388f0593ac4b7b134e4298edf22557683da586925705580fa","representationDigest":"sha256:920de9fdaac70a72ee808c12a833f8466f28f6481652de8e47b543a4b037ec8b","evidenceSnapshotDigest":"sha256:f44bc7ae2185667cbdee10fba819a7befd1fdcdfc09fe779d97e635b180fcf31","evaluatedAt":"2026-09-28T08:39:55.367Z","authorityVersion":"sha256:143018e428554caa6a665ae6c10e728701572d050616d6424b04b4f1ffcbc7f5","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":"2026-11-02T17:09:12.069Z","evidence_url":"/api/manifests/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-4560"}},"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":"unknown","hosted":null,"fileCount":11,"publicDownloadableFileCount":8,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2288166725,"label":"2.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":99,"upstreamStars":0,"label":"99 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_4560"},{"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_4560","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-4560/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_4560"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T17:09:12.069Z","evidence_url":"/api/manifests/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-4560"},"lastKnownAnswer":"Ready to download","obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","recommendedFile":null},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-4560/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-4560/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-4560/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-4560","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-4560/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_4560"},{"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_4560","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-4560/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-4560/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-4560/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-4560","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-4560/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-4560/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-4560/distribution"},"supportedClaims":["JaehyeokLee/20m_em_checkpoint_epoch_1_step_4560 has 0 self-reported, unqualified Hugging Bay community reviews.","JaehyeokLee/20m_em_checkpoint_epoch_1_step_4560 has 0 self-reported run claims; none qualify verification during limited availability.","JaehyeokLee/20m_em_checkpoint_epoch_1_step_4560 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-4560/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-4560/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-4560"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-jaehyeoklee-20m-em-checkpoint-epoch-1-step-4560/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."}}