{"schemaVersion":"hugging-bay.artifact-distribution.v1","downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T13:50:30.397Z","serveEvaluationId":"serve-b9f7f28d008a1c30cf483022767a554062a6bfbabe049891854c0f2785a58430","readiness":"ready","downloadReady":true,"hostedFileCount":8,"mirroredBytes":1129283909,"readinessCheckedAt":"2026-10-31T13:50:30.521Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T13:50:30.397Z","serveEvaluationId":"serve-b9f7f28d008a1c30cf483022767a554062a6bfbabe049891854c0f2785a58430","readiness":"ready","downloadReady":true,"hostedFileCount":8,"mirroredBytes":1129283909,"readinessCheckedAt":"2026-10-31T13:50:30.397Z","readinessSource":"file-check","degraded":false,"stale":false},"generatedAt":"2026-10-31T13:50:30.527Z","baseUrl":"https://huggingbay.xyz","artifact":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T13:50:30.397Z","serveEvaluationId":"serve-b9f7f28d008a1c30cf483022767a554062a6bfbabe049891854c0f2785a58430","readiness":"ready","downloadReady":true,"hostedFileCount":8,"mirroredBytes":1129283909,"readinessCheckedAt":"2026-10-31T13:50:30.521Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T13:50:30.397Z","serveEvaluationId":"serve-b9f7f28d008a1c30cf483022767a554062a6bfbabe049891854c0f2785a58430","readiness":"ready","downloadReady":true,"hostedFileCount":8,"mirroredBytes":1129283909,"readinessCheckedAt":"2026-10-31T13:50:30.397Z","readinessSource":"file-check","degraded":false,"stale":false},"id":"hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","owner":"IoannisKat1","name":"paraphrase-multilingual-mpnet-base-v2-matryoshka1","repo":"IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","type":"embedding","summary":"Model from Hugging Face for sentence similarity: IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1 · 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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"sentence-transformers/paraphrase-multilingual-mpnet-base-v2"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","value":"sentence-similarity"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"sentence-transformers/paraphrase-multilingual-mpnet-base-v2","field":"baseModel"}],"parameters":null,"size":{"bytes":1134399394,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"IoannisKat1","sourceUrl":"https://huggingface.co/IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","xlm-roberta","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:4268","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1807.03748","base_model:sentence-transformers/paraphrase-multilingual-mpnet-base-v2","base_model:finetune:sentence-transformers/paraphrase-multilingual-mpnet-base-v2","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","model"],"baseModel":"sentence-transformers/paraphrase-multilingual-mpnet-base-v2","derivedFrom":"sentence-transformers/paraphrase-multilingual-mpnet-base-v2","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["cosine_accuracy@1","cosine_accuracy@3","cosine_accuracy@5","cosine_accuracy@10","cosine_precision@1","cosine_precision@3","cosine_precision@5","cosine_precision@10","cosine_recall@1","cosine_recall@3","cosine_recall@5","cosine_recall@10"],"datasets":[],"paperIds":["1908.10084","2205.13147","1807.03748"],"repoType":"model","baseModel":"sentence-transformers/paraphrase-multilingual-mpnet-base-v2","languages":["en"],"sourceUrl":"https://huggingface.co/IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","evalResults":[{"task":"Information Retrieval","score":"0.4568421052631579","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.48210526315789476","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.5936842105263158","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.671578947368421","metric":"Cosine Accuracy@10","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.4568421052631579","metric":"Cosine Precision@1","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.46245614035087723","metric":"Cosine Precision@3","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.37768421052631573","metric":"Cosine Precision@5","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.23536842105263156","metric":"Cosine Precision@10","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.4421052631578947","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"0.4589473684210526","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"0.5936842105263158","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"0.6568421052631579","metric":"Cosine Accuracy@10","verified":false,"benchmark":"dim 512"}],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"sentence-similarity sentence-transformers embedding model en cosine_accuracy@1 cosine_accuracy@3 cosine_accuracy@5 cosine_accuracy@10 cosine_precision@1 cosine_precision@3 cosine_precision@5 cosine_precision@10 cosine_recall@1 cosine_recall@3 cosine_recall@5 cosine_recall@10 sentence-transformers/paraphrase-multilingual-mpnet-base-v2 paraphrase-multilingual-mpnet-base-v2 matryoshka safetensors base_model:sentence-transformers/paraphrase-multilingual-mpnet-base-v2 base_model:finetune:sentence-transformers/paraphrase-multilingual-mpnet-base-v2 text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","en","cosine_accuracy@1","cosine_accuracy@3","cosine_accuracy@5","cosine_accuracy@10","cosine_precision@1","cosine_precision@3","cosine_precision@5","cosine_precision@10","cosine_recall@1","cosine_recall@3","cosine_recall@5","cosine_recall@10","sentence-transformers/paraphrase-multilingual-mpnet-base-v2","paraphrase-multilingual-mpnet-base-v2 matryoshka","safetensors","base_model:sentence-transformers/paraphrase-multilingual-mpnet-base-v2","base_model:finetune:sentence-transformers/paraphrase-multilingual-mpnet-base-v2","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":90},{"lfs":false,"path":"README.md","sizeBytes":44774},{"lfs":false,"path":"config.json","sizeBytes":691},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":284},{"lfs":true,"path":"model.safetensors","sizeBytes":1112197096},{"lfs":false,"path":"modules.json","sizeBytes":277},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":241},{"lfs":true,"path":"sentencepiece.bpe.model","sizeBytes":5069051},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":964},{"lfs":true,"path":"tokenizer.json","sizeBytes":17082987},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1369}],"modelIndexNames":["paraphrase-multilingual-mpnet-base-v2 Matryoshka"]},"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":1134399394,"sizeKnown":true,"sizeLabel":"1.1 GB","sizeReason":"","declaredSizeBytes":1134399394,"defaultDownloadBytes":1112197096,"mirrorCount":1,"downloadCount":100,"stars":0,"citations":0,"updatedAt":"2026-09-28T09:31:52.111Z","createdAt":"2026-09-28T09:25:02.249Z","version":"hf-main","upstream":{"gated":false,"repoId":"IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","private":false,"repoUrl":"https://huggingface.co/IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","disabled":false,"provider":"huggingface","repoType":"model","revision":"cb15666c4dc07033f2eeb0ace5825d51e54cf0f6","fetchedAt":"2026-09-28T09:25:02.246Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-28T09:31:52.111Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":8,"mirroredBytes":1129283909,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true,"serveAuthority":"live-serve-decision","bytesOnStorage":true},"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_f386751644400d4b76e282ab313f9a74262d85101f1fe5b0f833df265ad87ef3","artifactId":"hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","representationId":"rep-aa8356da41de74658b9dee4fc7e555b8e66735cfd87f13b90058dfb628617f0e","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-aa8356da41de74658b9dee4fc7e555b8e66735cfd87f13b90058dfb628617f0e","artifactId":"hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","format":"safetensors","source":{"provider":"huggingface","identity":"IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","revision":"cb15666c4dc07033f2eeb0ace5825d51e54cf0f6","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":691,"sha256":"sha256:82d2f45102f02741e67f2fc2b5d70a8b1e7e8271246fbaffa3ab1036233c6473","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5490b9667a08d2e61add347950cb8e42a09db08c370aeadff45d9add4efaa95d"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":284,"sha256":"sha256:1ee9f747450a2adbc0b786da2ec3f8e059188062994051d486578f2553e3d511","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d9d8fc373e6543b2fec4a3477df3dce573ca698ceb133f042afebbf4f4b51cea"},{"path":"model.safetensors","role":"weight","sizeBytes":1112197096,"sha256":"sha256:a37679a6a3a77b48c1477d6bcc347b516cffe1740ef121a14421c1ef5e8ff28d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:95c115d6542de299407d6015b77423dd14fb244c6f5ff4d883f82a6af21a7f5d"},{"path":"modules.json","role":"support","sizeBytes":277,"sha256":"sha256:e4068aab8a95663636c4c28044a95eafdb6492387397ec8283d8f8b31078d645","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:99c5ce22423f13ad723038fa0e15f0c71bfa01684522576c4912be8059a692c6"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":241,"sha256":"sha256:3084164002c0bca01b0259c5327123803fce32e660a57feb93184ffead186fc8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:433d3ec0e9de14ba6275ab5833535902a3ccd68e5d786fa137986d58a8cad914"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":964,"sha256":"sha256:8c785abebea9ae3257b61681b4e6fd8365ceafde980c21970d001e834cf10835","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d6518cad7646a8c893d5cec0f3dad7a30c170d203b9e203199f7eb644507f0f0"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17082987,"sha256":"sha256:cad551d5600a84242d0973327029452a1e3672ba6313c2a3c3d69c4310e12719","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b08b178586d7613d584442ac1a1b5672bbe02689f61bd93668bbf29bcc1d2679"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1369,"sha256":"sha256:e1856d4cf91086ec79c7f3a211bae002d2fc2b3ab784a691d47948fc1c9f5768","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5a2343bd15b7be444bd6ec3b6e8272a16b05acd42611bdd8f3ef4ba4e19f5001"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:e6eebc92f6c568f94702d0892aa1ea3fb6faacc46519f6bda25c18126794b501","representationDigest":"sha256:f46310074c5c79dbda04c622c88b7dfb35cd75992f22f28497c3bf65e0f00651","evidenceSnapshotDigest":"sha256:f894fefa76299ecf63979a2123a1ad53dabf37bfcfc7219e60854805b6d43676","evaluatedAt":"2026-09-28T09:31:52.595Z","authorityVersion":"sha256:a5a8eab124b1596b67771e2fb31527184b56cf979fdcd61ee9e8c85eb864a995","invalidatedBy":null,"manifestFinal":true,"downloadable":false,"hosted":true,"hostedFiles":8,"serveAuthority":"live-serve-decision","individuallyHashedFiles":8,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":8,"strictlyDownloadableFiles":8,"strictlyDownloadableHashedFiles":8,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":12,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-31T13:50:30.521Z","evidence_url":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1"},"lastKnownAnswer":"Ready to download"},"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":12,"publicDownloadableFileCount":8,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1134399394,"label":"1.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":100,"upstreamStars":0,"label":"100 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":"IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/12 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":8,"externalFiles":4,"totalFiles":12},"action":{"id":"download","label":"Download exact selected bytes","detail":"The selected immutable representation is byte-complete; runtime compatibility is not established.","href":"/api/v1/artifacts/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/download-plan"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1570,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"1_Pooling/config.json","sizeBytes":90,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":44774,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"config.json","sizeBytes":691,"format":"json","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"},{"path":"config_sentence_transformers.json","sizeBytes":284,"format":"json","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1"}},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-31T13:50:30.521Z","evidence_url":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1"}},"policy":{"verifiedHostedFirst":true,"peerFallbacksRequireReview":true,"licenseMirrorAllowed":true,"noGatedPrivateBypass":true,"noUnreviewedMagnetPublication":true,"note":"Hugging Bay is a verified catalog and selective mirror. Peer-assisted fallback metadata is accepted only for review and is published only after source, license, provenance, and safety checks."},"hostedDownloads":{"status":"hosted","hosted":true,"hostedFiles":8,"readiness":"ready","downloadReady":true,"degraded":false,"stale":false,"serveDecision":{"state":"READY","authority":"live-serve-decision"},"filesUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/files?limit=100","downloadableFilesUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","torrentUrl":null,"magnetUri":null,"torrent":{"status":"unavailable","torrentUrl":null,"magnetUri":null,"reason":"fresh_torrent_generation_unavailable"},"reviewedPeerFallbackReady":true,"reviewedPeerFallbackFiles":0,"reviewedPeerFallbackCount":0,"peerFallbackReadinessUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/distribution","rows":[{"artifactId":"hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","visibility":"public","owner":"IoannisKat1","name":"paraphrase-multilingual-mpnet-base-v2-matryoshka1","repo":"IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","xlm-roberta","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:4268","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1807.03748","base_model:sentence-transformers/paraphrase-multilingual-mpnet-base-v2","base_model:finetune:sentence-transformers/paraphrase-multilingual-mpnet-base-v2","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1 · sentence transformers","baseModel":"sentence-transformers/paraphrase-multilingual-mpnet-base-v2","downloadCount":100,"filePath":"config.json","format":"json","risk":"low","sizeBytes":691,"storageSizeBytes":691,"sha256":"82d2f45102f02741e67f2fc2b5d70a8b1e7e8271246fbaffa3ab1036233c6473","byteVerifiedAt":"2026-09-28T09:31:43.597Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/config.json","manifestUrl":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-28T09:37:09.264Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T13:50:30.397Z","serveEvaluationId":"serve-b9f7f28d008a1c30cf483022767a554062a6bfbabe049891854c0f2785a58430","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":691,"readinessCheckedAt":"2026-10-31T13:50:30.520Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T13:50:30.397Z","serveEvaluationId":"serve-b9f7f28d008a1c30cf483022767a554062a6bfbabe049891854c0f2785a58430","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":691,"readinessCheckedAt":"2026-10-31T13:50:30.397Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-31T13:50:30.520Z","evidence_url":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1"},"signature_state":"signed"},{"artifactId":"hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","visibility":"public","owner":"IoannisKat1","name":"paraphrase-multilingual-mpnet-base-v2-matryoshka1","repo":"IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","xlm-roberta","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:4268","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1807.03748","base_model:sentence-transformers/paraphrase-multilingual-mpnet-base-v2","base_model:finetune:sentence-transformers/paraphrase-multilingual-mpnet-base-v2","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1 · sentence transformers","baseModel":"sentence-transformers/paraphrase-multilingual-mpnet-base-v2","downloadCount":100,"filePath":"config_sentence_transformers.json","format":"json","risk":"low","sizeBytes":284,"storageSizeBytes":284,"sha256":"1ee9f747450a2adbc0b786da2ec3f8e059188062994051d486578f2553e3d511","byteVerifiedAt":"2026-09-28T09:31:43.732Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/config_sentence_transformers.json","manifestUrl":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-28T09:37:09.264Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T13:50:30.397Z","serveEvaluationId":"serve-b9f7f28d008a1c30cf483022767a554062a6bfbabe049891854c0f2785a58430","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":284,"readinessCheckedAt":"2026-10-31T13:50:30.520Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T13:50:30.397Z","serveEvaluationId":"serve-b9f7f28d008a1c30cf483022767a554062a6bfbabe049891854c0f2785a58430","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":284,"readinessCheckedAt":"2026-10-31T13:50:30.397Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-31T13:50:30.520Z","evidence_url":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1"},"signature_state":"signed"},{"artifactId":"hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","visibility":"public","owner":"IoannisKat1","name":"paraphrase-multilingual-mpnet-base-v2-matryoshka1","repo":"IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","xlm-roberta","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:4268","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1807.03748","base_model:sentence-transformers/paraphrase-multilingual-mpnet-base-v2","base_model:finetune:sentence-transformers/paraphrase-multilingual-mpnet-base-v2","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1 · sentence transformers","baseModel":"sentence-transformers/paraphrase-multilingual-mpnet-base-v2","downloadCount":100,"filePath":"model.safetensors","format":"safetensors","risk":"low","sizeBytes":1112197096,"storageSizeBytes":1112197096,"sha256":"a37679a6a3a77b48c1477d6bcc347b516cffe1740ef121a14421c1ef5e8ff28d","byteVerifiedAt":"2026-09-28T09:31:51.211Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/model.safetensors","manifestUrl":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-28T09:37:09.264Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T13:50:30.397Z","serveEvaluationId":"serve-b9f7f28d008a1c30cf483022767a554062a6bfbabe049891854c0f2785a58430","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1112197096,"readinessCheckedAt":"2026-10-31T13:50:30.520Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T13:50:30.397Z","serveEvaluationId":"serve-b9f7f28d008a1c30cf483022767a554062a6bfbabe049891854c0f2785a58430","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1112197096,"readinessCheckedAt":"2026-10-31T13:50:30.397Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-31T13:50:30.520Z","evidence_url":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1"},"signature_state":"signed"},{"artifactId":"hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","visibility":"public","owner":"IoannisKat1","name":"paraphrase-multilingual-mpnet-base-v2-matryoshka1","repo":"IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","xlm-roberta","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:4268","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1807.03748","base_model:sentence-transformers/paraphrase-multilingual-mpnet-base-v2","base_model:finetune:sentence-transformers/paraphrase-multilingual-mpnet-base-v2","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1 · sentence transformers","baseModel":"sentence-transformers/paraphrase-multilingual-mpnet-base-v2","downloadCount":100,"filePath":"modules.json","format":"json","risk":"low","sizeBytes":277,"storageSizeBytes":277,"sha256":"e4068aab8a95663636c4c28044a95eafdb6492387397ec8283d8f8b31078d645","byteVerifiedAt":"2026-09-28T09:31:51.315Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/modules.json","manifestUrl":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-28T09:37:09.264Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T13:50:30.397Z","serveEvaluationId":"serve-b9f7f28d008a1c30cf483022767a554062a6bfbabe049891854c0f2785a58430","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":277,"readinessCheckedAt":"2026-10-31T13:50:30.520Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T13:50:30.397Z","serveEvaluationId":"serve-b9f7f28d008a1c30cf483022767a554062a6bfbabe049891854c0f2785a58430","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":277,"readinessCheckedAt":"2026-10-31T13:50:30.397Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-31T13:50:30.520Z","evidence_url":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1"},"signature_state":"signed"},{"artifactId":"hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","visibility":"public","owner":"IoannisKat1","name":"paraphrase-multilingual-mpnet-base-v2-matryoshka1","repo":"IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","xlm-roberta","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:4268","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1807.03748","base_model:sentence-transformers/paraphrase-multilingual-mpnet-base-v2","base_model:finetune:sentence-transformers/paraphrase-multilingual-mpnet-base-v2","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1 · sentence transformers","baseModel":"sentence-transformers/paraphrase-multilingual-mpnet-base-v2","downloadCount":100,"filePath":"sentence_bert_config.json","format":"json","risk":"low","sizeBytes":241,"storageSizeBytes":241,"sha256":"3084164002c0bca01b0259c5327123803fce32e660a57feb93184ffead186fc8","byteVerifiedAt":"2026-09-28T09:31:51.403Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/sentence_bert_config.json","manifestUrl":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-28T09:37:09.264Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T13:50:30.397Z","serveEvaluationId":"serve-b9f7f28d008a1c30cf483022767a554062a6bfbabe049891854c0f2785a58430","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":241,"readinessCheckedAt":"2026-10-31T13:50:30.520Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T13:50:30.397Z","serveEvaluationId":"serve-b9f7f28d008a1c30cf483022767a554062a6bfbabe049891854c0f2785a58430","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":241,"readinessCheckedAt":"2026-10-31T13:50:30.397Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-31T13:50:30.520Z","evidence_url":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1"},"signature_state":"signed"},{"artifactId":"hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","visibility":"public","owner":"IoannisKat1","name":"paraphrase-multilingual-mpnet-base-v2-matryoshka1","repo":"IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","xlm-roberta","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:4268","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1807.03748","base_model:sentence-transformers/paraphrase-multilingual-mpnet-base-v2","base_model:finetune:sentence-transformers/paraphrase-multilingual-mpnet-base-v2","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1 · sentence transformers","baseModel":"sentence-transformers/paraphrase-multilingual-mpnet-base-v2","downloadCount":100,"filePath":"special_tokens_map.json","format":"json","risk":"low","sizeBytes":964,"storageSizeBytes":964,"sha256":"8c785abebea9ae3257b61681b4e6fd8365ceafde980c21970d001e834cf10835","byteVerifiedAt":"2026-09-28T09:31:51.515Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/special_tokens_map.json","manifestUrl":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-28T09:37:09.264Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T13:50:30.397Z","serveEvaluationId":"serve-b9f7f28d008a1c30cf483022767a554062a6bfbabe049891854c0f2785a58430","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":964,"readinessCheckedAt":"2026-10-31T13:50:30.520Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T13:50:30.397Z","serveEvaluationId":"serve-b9f7f28d008a1c30cf483022767a554062a6bfbabe049891854c0f2785a58430","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":964,"readinessCheckedAt":"2026-10-31T13:50:30.397Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-31T13:50:30.520Z","evidence_url":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1"},"signature_state":"signed"},{"artifactId":"hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","visibility":"public","owner":"IoannisKat1","name":"paraphrase-multilingual-mpnet-base-v2-matryoshka1","repo":"IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","xlm-roberta","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:4268","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1807.03748","base_model:sentence-transformers/paraphrase-multilingual-mpnet-base-v2","base_model:finetune:sentence-transformers/paraphrase-multilingual-mpnet-base-v2","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1 · sentence transformers","baseModel":"sentence-transformers/paraphrase-multilingual-mpnet-base-v2","downloadCount":100,"filePath":"tokenizer_config.json","format":"json","risk":"low","sizeBytes":1369,"storageSizeBytes":1369,"sha256":"e1856d4cf91086ec79c7f3a211bae002d2fc2b3ab784a691d47948fc1c9f5768","byteVerifiedAt":"2026-09-28T09:31:51.850Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/tokenizer_config.json","manifestUrl":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-28T09:37:09.264Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T13:50:30.397Z","serveEvaluationId":"serve-b9f7f28d008a1c30cf483022767a554062a6bfbabe049891854c0f2785a58430","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1369,"readinessCheckedAt":"2026-10-31T13:50:30.521Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T13:50:30.397Z","serveEvaluationId":"serve-b9f7f28d008a1c30cf483022767a554062a6bfbabe049891854c0f2785a58430","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1369,"readinessCheckedAt":"2026-10-31T13:50:30.397Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-31T13:50:30.521Z","evidence_url":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1"},"signature_state":"signed"},{"artifactId":"hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","visibility":"public","owner":"IoannisKat1","name":"paraphrase-multilingual-mpnet-base-v2-matryoshka1","repo":"IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","xlm-roberta","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:4268","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1807.03748","base_model:sentence-transformers/paraphrase-multilingual-mpnet-base-v2","base_model:finetune:sentence-transformers/paraphrase-multilingual-mpnet-base-v2","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1 · sentence transformers","baseModel":"sentence-transformers/paraphrase-multilingual-mpnet-base-v2","downloadCount":100,"filePath":"tokenizer.json","format":"json","risk":"low","sizeBytes":17082987,"storageSizeBytes":17082987,"sha256":"cad551d5600a84242d0973327029452a1e3672ba6313c2a3c3d69c4310e12719","byteVerifiedAt":"2026-09-28T09:31:51.746Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/tokenizer.json","manifestUrl":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-28T09:37:09.264Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T13:50:30.397Z","serveEvaluationId":"serve-b9f7f28d008a1c30cf483022767a554062a6bfbabe049891854c0f2785a58430","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":17082987,"readinessCheckedAt":"2026-10-31T13:50:30.521Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T13:50:30.397Z","serveEvaluationId":"serve-b9f7f28d008a1c30cf483022767a554062a6bfbabe049891854c0f2785a58430","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":17082987,"readinessCheckedAt":"2026-10-31T13:50:30.397Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-31T13:50:30.521Z","evidence_url":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1"},"signature_state":"signed"}]},"upstream":{"provider":"huggingface","repoId":"IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","repoUrl":"https://huggingface.co/IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","externalMetadataOnly":false},"decentralizedFallbacks":{"protocol":"bittorrent-magnet-metadata","verifiedCount":0,"pendingReviewCount":0,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/decentralized-fallbacks","reviewQueueUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/distribution","verified":[],"pendingReview":[],"readiness":{"status":"ready-for-reviewed-fallback","ready":true,"reviewRequired":true,"publishActualMagnetOnlyAfterReview":true,"protocol":"bittorrent-magnet-metadata","torrentName":"IoannisKat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","licenseAllowed":true,"sameAsUpstreamRequired":true,"sourceUrl":"https://huggingface.co/IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/distribution","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/download-plan","requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/decentralized-fallbacks","manifestDigest":"sha256:95fe6dc3db45f3726cf94321e49dbf558b678c2b967898e02c44e7787c490516","fileCount":8,"totalBytes":1129283909,"files":[{"path":"","sizeBytes":691,"sha256":"82d2f45102f02741e67f2fc2b5d70a8b1e7e8271246fbaffa3ab1036233c6473","downloadUrl":"/api/downloads/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/config.json"},{"path":"","sizeBytes":284,"sha256":"1ee9f747450a2adbc0b786da2ec3f8e059188062994051d486578f2553e3d511","downloadUrl":"/api/downloads/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/config_sentence_transformers.json"},{"path":"","sizeBytes":1112197096,"sha256":"a37679a6a3a77b48c1477d6bcc347b516cffe1740ef121a14421c1ef5e8ff28d","downloadUrl":"/api/downloads/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/model.safetensors"},{"path":"","sizeBytes":277,"sha256":"e4068aab8a95663636c4c28044a95eafdb6492387397ec8283d8f8b31078d645","downloadUrl":"/api/downloads/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/modules.json"},{"path":"","sizeBytes":241,"sha256":"3084164002c0bca01b0259c5327123803fce32e660a57feb93184ffead186fc8","downloadUrl":"/api/downloads/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/sentence_bert_config.json"},{"path":"","sizeBytes":964,"sha256":"8c785abebea9ae3257b61681b4e6fd8365ceafde980c21970d001e834cf10835","downloadUrl":"/api/downloads/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/special_tokens_map.json"},{"path":"","sizeBytes":1369,"sha256":"e1856d4cf91086ec79c7f3a211bae002d2fc2b3ab784a691d47948fc1c9f5768","downloadUrl":"/api/downloads/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/tokenizer_config.json"},{"path":"","sizeBytes":17082987,"sha256":"cad551d5600a84242d0973327029452a1e3672ba6313c2a3c3d69c4310e12719","downloadUrl":"/api/downloads/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/tokenizer.json"}],"blockers":[],"requiredEvidence":["magnet URI with btih info hash","source URL proving the torrent maps to this public upstream release","SHA-256 or signed manifest evidence for each hosted file","reviewer note confirming license, provenance, scan, and same-as-upstream checks"],"guidance":"This hosted artifact has enough signed hash/provenance metadata for a reviewed torrent or magnet fallback request; submit the magnet for review before publication."}},"recommendedFlow":["Prefer hostedDownloads rows and verify SHA-256/manifest before runtime use.","If a legitimate torrent/magnet already exists for this open artifact, submit it to decentralizedFallbacks.requestUrl for review.","Do not use Hugging Bay to bypass gated, private, removed, or unknown-license sources."],"actions":{"web":"https://huggingbay.xyz/artifact/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/distribution","submitFallback":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/decentralized-fallbacks","body":{"magnetUri":"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.","sourceUrl":"https://huggingface.co/IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","useCase":"community resilience fallback"}},"requestHostedMirror":null},"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":8,"peerFallbacks":{"schemaVersion":"hugging-bay.peer-fallbacks.v1","generatedAt":"2026-10-31T13:50:30.530Z","baseUrl":"https://huggingbay.xyz","artifact":{"id":"hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","repo":"IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","owner":"IoannisKat1","name":"paraphrase-multilingual-mpnet-base-v2-matryoshka1","type":"embedding","license":"apache-2.0","hostingStatus":"hosted","sourceUrl":"https://huggingface.co/IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1"},"policy":{"reviewRequired":true,"noUnreviewedMagnetPublication":true,"noGatedPrivateBypass":true,"hostedHashVerificationRequired":true,"directTorrentGeneration":false,"note":"Hosted torrents are generated only from the exact serving-eligibility authority with full-byte verification. Third-party peer-fallback metadata remains separately review-gated and unreviewed magnets are never published."},"summary":{"hostedFiles":8,"filesWithReviewedFallbacks":0,"reviewedFileFallbacks":0,"reviewedArtifactFallbacks":0,"reviewedFallbacks":0,"reviewedTorrentSources":0,"pendingReviewRequests":0,"ready":false},"readiness":{"state":"unknown","completeRunnable":false,"verified":false,"runReady":false,"reason":"recorded-evaluator-not-integrated"},"verifiedFallbacks":[],"files":[],"pendingReview":[],"actions":{"web":"https://huggingbay.xyz/artifact/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/peer-fallbacks","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/distribution","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/download-plan","hostedDownloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","generatedTorrentUrl":null,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/decentralized-fallbacks","artifactUrl":"https://huggingbay.xyz/artifact/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1","releaseUrl":"https://huggingbay.xyz/releases/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1"},"commands":[],"guidance":["Inspect hosted file hashes separately; they do not establish bundle completeness or runtime readiness.","Peer fallback metadata is informational and does not establish a verified or runnable bundle.","Submit legitimate open-artifact magnet metadata through actions.requestUrl; unreviewed submissions remain hidden."]},"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.","downloadable":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-31T13:50:30.521Z","evidence_url":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1"}}