{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-01T14:04:55.821Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-sentence-transformers-paraphrase-minilm-l3-v2","repo":"sentence-transformers/paraphrase-MiniLM-L3-v2","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-01T12:04:36.893Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-01T12:04:36.893Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-sentence-transformers-paraphrase-minilm-l3-v2","owner":"sentence-transformers","name":"paraphrase-MiniLM-L3-v2","repo":"sentence-transformers/paraphrase-MiniLM-L3-v2","type":"embedding","summary":"Model from Hugging Face for sentence similarity: sentence-transformers/paraphrase-MiniLM-L3-v2 · sentence transformers","cardDescription":"Turns text into number lists for search and meaning comparisons.","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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":676822472,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"sentence-transformers","sourceUrl":"https://huggingface.co/sentence-transformers/paraphrase-MiniLM-L3-v2","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","pytorch","tf","onnx","safetensors","openvino","bert","feature-extraction","sentence-similarity","transformers","dataset:flax-sentence-embeddings/stackexchange_xml","dataset:s2orc","dataset:ms_marco","dataset:wiki_atomic_edits","dataset:snli","dataset:multi_nli","dataset:embedding-data/altlex","dataset:embedding-data/simple-wiki","dataset:embedding-data/flickr30k-captions","dataset:embedding-data/coco_captions"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","onnx","bin","xml","h5"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["flax-sentence-embeddings/stackexchange_xml","s2orc","ms_marco","wiki_atomic_edits","snli","multi_nli","embedding-data/altlex","embedding-data/simple-wiki","embedding-data/flickr30k-captions","embedding-data/coco_captions","embedding-data/sentence-compression","embedding-data/qqp"],"paperIds":["1908.10084"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/sentence-transformers/paraphrase-MiniLM-L3-v2","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":[],"semanticText":"sentence-similarity sentence-transformers embedding model flax-sentence-embeddings/stackexchange_xml s2orc ms_marco wiki_atomic_edits snli multi_nli embedding-data/altlex embedding-data/simple-wiki embedding-data/flickr30k-captions embedding-data/coco_captions embedding-data/sentence-compression embedding-data/qqp onnx safetensors transformers dataset:flax-sentence-embeddings/stackexchange_xml dataset:embedding-data/altlex dataset:embedding-data/simple-wiki dataset:embedding-data/flickr30k-captions dataset:embedding-data/coco_captions dataset:embedding-data/sentence-compression dataset:embedding-data/qqp text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","flax-sentence-embeddings/stackexchange_xml","s2orc","ms_marco","wiki_atomic_edits","snli","multi_nli","embedding-data/altlex","embedding-data/simple-wiki","embedding-data/flickr30k-captions","embedding-data/coco_captions","embedding-data/sentence-compression","embedding-data/qqp","onnx","safetensors","transformers","dataset:flax-sentence-embeddings/stackexchange_xml","dataset:embedding-data/altlex","dataset:embedding-data/simple-wiki","dataset:embedding-data/flickr30k-captions","dataset:embedding-data/coco_captions","dataset:embedding-data/sentence-compression","dataset:embedding-data/qqp","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":0},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":0},{"lfs":false,"path":"README.md","sizeBytes":0},{"lfs":false,"path":"config.json","sizeBytes":0},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":0},{"lfs":false,"path":"model.safetensors","sizeBytes":0},{"lfs":false,"path":"modules.json","sizeBytes":0},{"lfs":false,"path":"onnx/model.onnx","sizeBytes":0},{"lfs":false,"path":"onnx/model_O1.onnx","sizeBytes":0},{"lfs":false,"path":"onnx/model_O2.onnx","sizeBytes":0},{"lfs":false,"path":"onnx/model_O3.onnx","sizeBytes":0},{"lfs":false,"path":"onnx/model_O4.onnx","sizeBytes":0},{"lfs":false,"path":"onnx/model_qint8_arm64.onnx","sizeBytes":0},{"lfs":false,"path":"onnx/model_qint8_avx512.onnx","sizeBytes":0},{"lfs":false,"path":"onnx/model_qint8_avx512_vnni.onnx","sizeBytes":0},{"lfs":false,"path":"onnx/model_quint8_avx2.onnx","sizeBytes":0},{"lfs":false,"path":"openvino/openvino_model.bin","sizeBytes":0},{"lfs":false,"path":"openvino/openvino_model.xml","sizeBytes":0},{"lfs":false,"path":"openvino/openvino_model_qint8_quantized.bin","sizeBytes":0},{"lfs":false,"path":"openvino/openvino_model_qint8_quantized.xml","sizeBytes":0},{"lfs":false,"path":"pytorch_model.bin","sizeBytes":0},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":0},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":0},{"lfs":false,"path":"tf_model.h5","sizeBytes":0}],"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":676822472,"sizeKnown":true,"sizeLabel":"645.5 MB","sizeReason":"","declaredSizeBytes":676822472,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":822865,"stars":30,"citations":0,"updatedAt":"2025-03-06T13:26:46.000Z","createdAt":"2026-06-29T19:35:20.389Z","version":"hf-main","upstream":{"gated":false,"repoId":"sentence-transformers/paraphrase-MiniLM-L3-v2","private":false,"repoUrl":"https://huggingface.co/sentence-transformers/paraphrase-MiniLM-L3-v2","disabled":false,"provider":"huggingface","repoType":"model","revision":"4ca70771034acceecb2e72475f72050fcdde4ddc","fetchedAt":"2026-08-11T03:29:09.136Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-07-29T23:54:00.332Z","mirroredBy":"mirror-batch-worker","totalFiles":27,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"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_c12e81bcf196d6ab5ff6c309d2235437e09357a23790dc963d7f44d2a27406c5","artifactId":"hf-model-sentence-transformers-paraphrase-minilm-l3-v2","representationId":"rep-8100436562c6c94a7a397c18deaefcfba79a0394b425a892cd9a18236b0a85f6","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-8100436562c6c94a7a397c18deaefcfba79a0394b425a892cd9a18236b0a85f6","artifactId":"hf-model-sentence-transformers-paraphrase-minilm-l3-v2","format":"safetensors","source":{"provider":"huggingface","identity":"sentence-transformers/paraphrase-MiniLM-L3-v2","revision":"4ca70771034acceecb2e72475f72050fcdde4ddc","immutable":true},"files":[{"path":"1_Pooling/config.json","role":"config","sizeBytes":190,"sha256":"sha256:4be450dde3b0273bb9787637cfbd28fe04a7ba6ab9d36ac48e92b11e350ffc23","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0373d95457209cacb7b5a5347ae40683b2ad89362bedbba9f847ba3ea40f0ae6"},{"path":"README.md","role":"support","sizeBytes":3828,"sha256":"sha256:367a3b024bae0609cd4c9c355d4ef968a974c03d9bde297550508472e5dc0db9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:95645737711e0c3e76b7db2b6d92aad12fa7983fbb3b33761ab9deaed64ae0ba"},{"path":"config.json","role":"config","sizeBytes":629,"sha256":"sha256:fc00f0ca1c3380f17937a4050908dd2cf743c36bebe437cf448b8aa4e7ddfe4d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:24abb0a5f6423c2837bf62799d5ffc46d401224d14457337ead00955ae9d94b3"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":122,"sha256":"sha256:b8c64b5cece00d8424b4896ea75b512b6008576088497609dfeb6bd63e6d36b8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:62dc0def6d225c358f34064d34ebeccd11671aabc881801fc23b013ea78f5fa6"},{"path":"model.safetensors","role":"weight","sizeBytes":69569488,"sha256":"sha256:cf1e4e2d420c664973037c3c73125d7a8fc69952495093ef8f50596f8943a433","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f15ea05308e46cb6110cd17c3be07bbf13179044ab4a79126d0a68e9ee0ab0dd"},{"path":"modules.json","role":"support","sizeBytes":229,"sha256":"sha256:8f4b264b80206c830bebbdcae377e137925650a433b689343a63bdc9b3145460","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4c8ab37771d53fe0ebe64040a71f6d9c0c84289ed19f7ecb9ec1527efddbcf36"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":53,"sha256":"sha256:70f4448f31320443fe3557cacea5abf2dcc4915dda8c80646bec9f3bb0aa5a1f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:93b4037d633f363806caa421cc11d7e64a8fc66f8251add9256c9fb257b4b41f"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":112,"sha256":"sha256:303df45a03609e4ead04bc3dc1536d0ab19b5358db685b6f3da123d05ec200e3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:109bcb275f2f8902eab1e7a44f63df4f41a95ef5e437b9fa6e9f0aa2b399ba9a"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":466248,"sha256":"sha256:a9576e4dadfe7f78f071a1c00ba6902cc83ec6ed7e9b590ee974950bd4d54393","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bbe05c244f541993bbb0da0c43625ae712985732a08d734044d41c73e30c2609"},{"path":"tokenizer_config.json","role":"config","sizeBytes":314,"sha256":"sha256:bebb08142e831e77fd87b6fac54626c2ca527ad27203e9de5e787f1e8063608b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3fc33e1c3a16780d5ab7a27476e5a9c57dc1e729ed19cfe7f748656992e2f0e2"},{"path":"vocab.txt","role":"tokenizer","sizeBytes":231508,"sha256":"sha256:07eced375cec144d27c900241f3e339478dec958f92fddbc551f295c992038a3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:db799938a579b9878b284d1b443c99f2ce08be3eaea6af4ae6f72a26b9bd6344"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:c20563a0d0711335d131b84fe8583c2d862181821e88535451d24aac705ff4d7","representationDigest":"sha256:03153efa343025ca160d26554a95e0e5564ea7310cc127619ec7b7b8a3d34e5a","evidenceSnapshotDigest":"sha256:13e94c66591991422938e62fd36b626e02369e641df935847c69d78c430e8c80","evaluatedAt":"2026-07-29T23:54:07.739Z","authorityVersion":"sha256:f9f50947384a23feb5d6e8f09325608afcc7399f000500352d7da61f4dfdcab0","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":11,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":27,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T12:04:36.893Z","evidence_url":"/api/manifests/hf-model-sentence-transformers-paraphrase-minilm-l3-v2"}},"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":"blocked","hosted":false,"fileCount":27,"publicDownloadableFileCount":0,"externalFileCount":27,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":676822472,"label":"645.5 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":822865,"upstreamStars":30,"label":"823K 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":"sentence-transformers/paraphrase-MiniLM-L3-v2"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: sentence-transformers/paraphrase-MiniLM-L3-v2","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":27,"totalFiles":27},"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-sentence-transformers-paraphrase-minilm-l3-v2/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"sentence-transformers/paraphrase-MiniLM-L3-v2"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T12:04:36.893Z","evidence_url":"/api/manifests/hf-model-sentence-transformers-paraphrase-minilm-l3-v2"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-sentence-transformers-paraphrase-minilm-l3-v2/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-paraphrase-minilm-l3-v2/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-paraphrase-minilm-l3-v2/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-sentence-transformers-paraphrase-minilm-l3-v2","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-paraphrase-minilm-l3-v2/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":"sentence-transformers/paraphrase-MiniLM-L3-v2"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"manifest metadata present; selected-representation state unknown"}],"strengths":["License: apache-2.0","Provenance: sentence-transformers/paraphrase-MiniLM-L3-v2","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":27,"totalFiles":27},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-sentence-transformers-paraphrase-minilm-l3-v2/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-paraphrase-minilm-l3-v2/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-paraphrase-minilm-l3-v2/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-sentence-transformers-paraphrase-minilm-l3-v2","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-paraphrase-minilm-l3-v2/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-paraphrase-minilm-l3-v2/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-paraphrase-minilm-l3-v2/distribution"},"supportedClaims":["sentence-transformers/paraphrase-MiniLM-L3-v2 has 0 self-reported, unqualified Hugging Bay community reviews.","sentence-transformers/paraphrase-MiniLM-L3-v2 has 0 self-reported run claims; none qualify verification during limited availability.","sentence-transformers/paraphrase-MiniLM-L3-v2 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-sentence-transformers-paraphrase-minilm-l3-v2/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-paraphrase-minilm-l3-v2/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-sentence-transformers-paraphrase-minilm-l3-v2"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-paraphrase-minilm-l3-v2/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."}}