{"schemaVersion":"hugging-bay.publisher-profile.v1","generatedAt":"2026-10-27T11:59:21.327Z","namespace":"IoannisKat1","displayName":"IoannisKat1","claimed":false,"applicationStatus":null,"stats":{"artifacts":6,"publicArtifacts":6,"gatedArtifacts":0,"hostedArtifacts":0,"hostedFiles":0,"externalFiles":0,"totalFiles":0,"downloads":498,"stars":0,"updatedAt":"2026-09-28T09:31:52.111Z","reviewQualification":"self-reported-unqualified","reviewTrustImpact":"none"},"topArtifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":1129283909,"readinessCheckedAt":"2026-10-27T09:47:31.860Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":1129283909,"readinessCheckedAt":"2026-10-27T09:47:31.860Z","readinessSource":"file-check","degraded":true,"stale":true},"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":null,"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":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":0,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":0,"publicDownloadableFileCount":8,"externalFileCount":0,"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-unknown","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":"8/0 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/0 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":0,"totalFiles":0},"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-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/mirrors"}},"sampleFiles":[],"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":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-27T09:47:31.860Z","evidence_url":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1"},"lastKnownAnswer":"Ready to download"},"topTypes":[{"type":"embedding","count":6}],"topLicenses":[{"license":"apache-2.0","count":6}],"sourceCounts":[{"source":"huggingface","count":6}],"worksWith":[],"links":{"web":"https://huggingbay.xyz/publishers/IoannisKat1","api":"https://huggingbay.xyz/api/publishers/IoannisKat1","artifacts":"https://huggingbay.xyz/api/artifacts?summary=1&owner=IoannisKat1&limit=50","apply":"https://huggingbay.xyz/publishers/apply"},"artifacts":[{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":1129283909,"readinessCheckedAt":"2026-10-27T09:47:31.860Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":1129283909,"readinessCheckedAt":"2026-10-27T09:47:31.860Z","readinessSource":"file-check","degraded":true,"stale":true},"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":null,"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":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":0,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":0,"publicDownloadableFileCount":8,"externalFileCount":0,"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-unknown","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":"8/0 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: IoannisKat1/paraphrase-multilingual-mpnet-base-v2-matryoshka1","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/0 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":0,"totalFiles":0},"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-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1/mirrors"}},"sampleFiles":[],"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":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-27T09:47:31.860Z","evidence_url":"/api/manifests/hf-model-ioanniskat1-paraphrase-multilingual-mpnet-base-v2-matryoshka1"},"lastKnownAnswer":"Ready to download"},{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":219691477,"readinessCheckedAt":"2026-10-27T11:45:30.634Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":219691477,"readinessCheckedAt":"2026-10-27T11:45:30.634Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-ioanniskat1-legal-bert-base-uncased-new2","owner":"IoannisKat1","name":"legal-bert-base-uncased-new2","repo":"IoannisKat1/legal-bert-base-uncased-new2","type":"embedding","summary":"Model from Hugging Face for sentence similarity: IoannisKat1/legal-bert-base-uncased-new2 · 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":"nlpaueb/legal-bert-base-uncased"},{"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":"nlpaueb/legal-bert-base-uncased","field":"baseModel"}],"parameters":null,"size":{"bytes":220054067,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"IoannisKat1","sourceUrl":"https://huggingface.co/IoannisKat1/legal-bert-base-uncased-new2","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","bert","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:1580","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:nlpaueb/legal-bert-base-uncased","base_model:finetune:nlpaueb/legal-bert-base-uncased","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","txt"],"baseModel":"nlpaueb/legal-bert-base-uncased","derivedFrom":"nlpaueb/legal-bert-base-uncased","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","1705.00652"],"repoType":"model","baseModel":"nlpaueb/legal-bert-base-uncased","languages":["en"],"sourceUrl":"https://huggingface.co/IoannisKat1/legal-bert-base-uncased-new2","evalResults":[{"task":"Information Retrieval","score":"0.3560606060606061","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.3813131313131313","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.43434343434343436","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.49747474747474746","metric":"Cosine Accuracy@10","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.3560606060606061","metric":"Cosine Precision@1","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.3409090909090909","metric":"Cosine Precision@3","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.31565656565656564","metric":"Cosine Precision@5","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.27222222222222225","metric":"Cosine Precision@10","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.351010101010101","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"0.3888888888888889","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"0.4393939393939394","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"0.49242424242424243","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 nlpaueb/legal-bert-base-uncased legal-bert-base-uncased safetensors 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","nlpaueb/legal-bert-base-uncased","legal-bert-base-uncased","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":312},{"lfs":false,"path":"README.md","sizeBytes":138966},{"lfs":false,"path":"config.json","sizeBytes":650},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":283},{"lfs":true,"path":"model.safetensors","sizeBytes":218986928},{"lfs":false,"path":"modules.json","sizeBytes":229},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":57},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":125},{"lfs":false,"path":"tokenizer.json","sizeBytes":701933},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1272},{"lfs":false,"path":"vocab.txt","sizeBytes":221793}],"modelIndexNames":["legal-bert-base-uncased"]},"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":220054067,"sizeKnown":true,"sizeLabel":"209.9 MB","sizeReason":"","declaredSizeBytes":220054067,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":98,"stars":0,"citations":0,"updatedAt":"2026-09-25T08:47:13.771Z","createdAt":"2026-09-25T08:45:48.126Z","version":"hf-main","upstream":{"gated":false,"repoId":"IoannisKat1/legal-bert-base-uncased-new2","private":false,"repoUrl":"https://huggingface.co/IoannisKat1/legal-bert-base-uncased-new2","disabled":false,"provider":"huggingface","repoType":"model","revision":"9c651920dbe84f234679a546a58519e8cb370251","fetchedAt":"2026-09-25T08:45:48.123Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-25T08:47:13.771Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":8,"mirroredBytes":219691477,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":0,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":0,"publicDownloadableFileCount":8,"externalFileCount":0,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":220054067,"label":"209.9 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":98,"upstreamStars":0,"label":"98 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"IoannisKat1/legal-bert-base-uncased-new2"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/0 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: IoannisKat1/legal-bert-base-uncased-new2","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/0 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":0,"totalFiles":0},"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-ioanniskat1-legal-bert-base-uncased-new2/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"IoannisKat1/legal-bert-base-uncased-new2"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-27T11:45:30.634Z","evidence_url":"/api/manifests/hf-model-ioanniskat1-legal-bert-base-uncased-new2"},"lastKnownAnswer":"Ready to download"},{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":1129283909,"readinessCheckedAt":"2026-10-27T08:40:55.597Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":1129283909,"readinessCheckedAt":"2026-10-27T08:40:55.597Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-ioanniskat1-stsb-xlm-r-greek-transfer-matryoshka1","owner":"IoannisKat1","name":"stsb-xlm-r-greek-transfer-matryoshka1","repo":"IoannisKat1/stsb-xlm-r-greek-transfer-matryoshka1","type":"embedding","summary":"Model from Hugging Face for sentence similarity: IoannisKat1/stsb-xlm-r-greek-transfer-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":"lighteternal/stsb-xlm-r-greek-transfer"},{"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":"lighteternal/stsb-xlm-r-greek-transfer","field":"baseModel"}],"parameters":null,"size":{"bytes":1134399204,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"IoannisKat1","sourceUrl":"https://huggingface.co/IoannisKat1/stsb-xlm-r-greek-transfer-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:lighteternal/stsb-xlm-r-greek-transfer","base_model:finetune:lighteternal/stsb-xlm-r-greek-transfer","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":"lighteternal/stsb-xlm-r-greek-transfer","derivedFrom":"lighteternal/stsb-xlm-r-greek-transfer","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":"lighteternal/stsb-xlm-r-greek-transfer","languages":["en"],"sourceUrl":"https://huggingface.co/IoannisKat1/stsb-xlm-r-greek-transfer-matryoshka1","evalResults":[{"task":"Information Retrieval","score":"0.4126315789473684","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.4378947368421053","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.5684210526315789","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.6294736842105263","metric":"Cosine Accuracy@10","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.4126315789473684","metric":"Cosine Precision@1","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.4168421052631579","metric":"Cosine Precision@3","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.3532631578947369","metric":"Cosine Precision@5","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.2221052631578947","metric":"Cosine Precision@10","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.4189473684210526","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"0.4378947368421053","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"0.5642105263157895","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"0.6252631578947369","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 lighteternal/stsb-xlm-r-greek-transfer stsb-xlm-r-greek-transfer matryoshka safetensors 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","lighteternal/stsb-xlm-r-greek-transfer","stsb-xlm-r-greek-transfer matryoshka","safetensors","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":44584},{"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":["stsb-xlm-r-greek-transfer 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":1134399204,"sizeKnown":true,"sizeLabel":"1.1 GB","sizeReason":"","declaredSizeBytes":1134399204,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":91,"stars":0,"citations":0,"updatedAt":"2026-09-24T06:59:55.800Z","createdAt":"2026-09-24T06:57:16.030Z","version":"hf-main","upstream":{"gated":false,"repoId":"IoannisKat1/stsb-xlm-r-greek-transfer-matryoshka1","private":false,"repoUrl":"https://huggingface.co/IoannisKat1/stsb-xlm-r-greek-transfer-matryoshka1","disabled":false,"provider":"huggingface","repoType":"model","revision":"d3a6e2690a192bc65c258af7cb7f5d100893b320","fetchedAt":"2026-09-24T06:57:16.028Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T06:59:55.800Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":8,"mirroredBytes":1129283909,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":0,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":0,"publicDownloadableFileCount":8,"externalFileCount":0,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1134399204,"label":"1.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":91,"upstreamStars":0,"label":"91 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"IoannisKat1/stsb-xlm-r-greek-transfer-matryoshka1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/0 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: IoannisKat1/stsb-xlm-r-greek-transfer-matryoshka1","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/0 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":0,"totalFiles":0},"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-ioanniskat1-stsb-xlm-r-greek-transfer-matryoshka1/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"IoannisKat1/stsb-xlm-r-greek-transfer-matryoshka1"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-27T08:40:55.597Z","evidence_url":"/api/manifests/hf-model-ioanniskat1-stsb-xlm-r-greek-transfer-matryoshka1"},"lastKnownAnswer":"Ready to download"},{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":8055020817,"readinessCheckedAt":"2026-10-27T04:42:18.831Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":8055020817,"readinessCheckedAt":"2026-10-27T04:42:18.831Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-ioanniskat1-qwen3-embedding-4b-matryoshka","owner":"IoannisKat1","name":"Qwen3-Embedding-4b-matryoshka","repo":"IoannisKat1/Qwen3-Embedding-4b-matryoshka","type":"embedding","summary":"Model from Hugging Face for sentence similarity: IoannisKat1/Qwen3-Embedding-4b-matryoshka · 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":"Qwen/Qwen3-Embedding-4B"},{"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":"Qwen/Qwen3-Embedding-4B","field":"baseModel"}],"parameters":null,"size":{"bytes":8055081029,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"IoannisKat1","sourceUrl":"https://huggingface.co/IoannisKat1/Qwen3-Embedding-4b-matryoshka","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","qwen3","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:qwen/qwen3-embedding-4b","base_model:finetune:qwen/qwen3-embedding-4b","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","jinja","safetensors"],"baseModel":"Qwen/Qwen3-Embedding-4B","derivedFrom":"Qwen/Qwen3-Embedding-4B","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":"Qwen/Qwen3-Embedding-4B","languages":["en"],"sourceUrl":"https://huggingface.co/IoannisKat1/Qwen3-Embedding-4b-matryoshka","evalResults":[{"task":"Information Retrieval","score":"0.6126315789473684","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dim 2560"},{"task":"Information Retrieval","score":"0.64","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dim 2560"},{"task":"Information Retrieval","score":"0.7431578947368421","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dim 2560"},{"task":"Information Retrieval","score":"0.8294736842105264","metric":"Cosine Accuracy@10","verified":false,"benchmark":"dim 2560"},{"task":"Information Retrieval","score":"0.6126315789473684","metric":"Cosine Precision@1","verified":false,"benchmark":"dim 2560"},{"task":"Information Retrieval","score":"0.615438596491228","metric":"Cosine Precision@3","verified":false,"benchmark":"dim 2560"},{"task":"Information Retrieval","score":"0.4901052631578947","metric":"Cosine Precision@5","verified":false,"benchmark":"dim 2560"},{"task":"Information Retrieval","score":"0.2913684210526316","metric":"Cosine Precision@10","verified":false,"benchmark":"dim 2560"},{"task":"Information Retrieval","score":"0.6147368421052631","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dim 2048"},{"task":"Information Retrieval","score":"0.6378947368421053","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dim 2048"},{"task":"Information Retrieval","score":"0.7410526315789474","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dim 2048"},{"task":"Information Retrieval","score":"0.8252631578947368","metric":"Cosine Accuracy@10","verified":false,"benchmark":"dim 2048"}],"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 qwen/qwen3-embedding-4b multilingual-e5-large base matryoshka safetensors base_model:qwen/qwen3-embedding-4b base_model:finetune:qwen/qwen3-embedding-4b 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","qwen/qwen3-embedding-4b","multilingual-e5-large base matryoshka","safetensors","base_model:qwen/qwen3-embedding-4b","base_model:finetune:qwen/qwen3-embedding-4b","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":96},{"lfs":false,"path":"README.md","sizeBytes":58546},{"lfs":false,"path":"chat_template.jinja","sizeBytes":2427},{"lfs":false,"path":"config.json","sizeBytes":1588},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":376},{"lfs":true,"path":"model.safetensors","sizeBytes":8043592168},{"lfs":false,"path":"modules.json","sizeBytes":429},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":241},{"lfs":true,"path":"tokenizer.json","sizeBytes":11423211},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":377}],"modelIndexNames":["multilingual-e5-large base 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":8055081029,"sizeKnown":true,"sizeLabel":"7.5 GB","sizeReason":"","declaredSizeBytes":8055081029,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":89,"stars":0,"citations":0,"updatedAt":"2026-09-24T11:10:27.913Z","createdAt":"2026-09-24T11:01:08.281Z","version":"hf-main","upstream":{"gated":false,"repoId":"IoannisKat1/Qwen3-Embedding-4b-matryoshka","private":false,"repoUrl":"https://huggingface.co/IoannisKat1/Qwen3-Embedding-4b-matryoshka","disabled":false,"provider":"huggingface","repoType":"model","revision":"f696a7f330d308de5e8988fd1335faaee7652177","fetchedAt":"2026-09-24T11:01:08.278Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T11:10:27.913Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":8,"mirroredBytes":8055020817,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":0,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":0,"publicDownloadableFileCount":8,"externalFileCount":0,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":8055081029,"label":"7.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":89,"upstreamStars":0,"label":"89 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"IoannisKat1/Qwen3-Embedding-4b-matryoshka"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/0 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: IoannisKat1/Qwen3-Embedding-4b-matryoshka","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/0 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":0,"totalFiles":0},"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-ioanniskat1-qwen3-embedding-4b-matryoshka/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"IoannisKat1/Qwen3-Embedding-4b-matryoshka"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-27T04:42:18.831Z","evidence_url":"/api/manifests/hf-model-ioanniskat1-qwen3-embedding-4b-matryoshka"},"lastKnownAnswer":"Ready to download"},{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":2288164903,"readinessCheckedAt":"2026-10-27T08:45:36.184Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":2288164903,"readinessCheckedAt":"2026-10-27T08:45:36.184Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-ioanniskat1-bge-m3-matryoshka","owner":"IoannisKat1","name":"bge-m3-matryoshka","repo":"IoannisKat1/bge-m3-matryoshka","type":"embedding","summary":"Model from Hugging Face for sentence similarity: IoannisKat1/bge-m3-matryoshka · 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":"BAAI/bge-m3"},{"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":"BAAI/bge-m3","field":"baseModel"}],"parameters":null,"size":{"bytes":2288214082,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"IoannisKat1","sourceUrl":"https://huggingface.co/IoannisKat1/bge-m3-matryoshka","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:baai/bge-m3","base_model:finetune:baai/bge-m3","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"],"baseModel":"BAAI/bge-m3","derivedFrom":"BAAI/bge-m3","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":"BAAI/bge-m3","languages":["en"],"sourceUrl":"https://huggingface.co/IoannisKat1/bge-m3-matryoshka","evalResults":[{"task":"Information Retrieval","score":"0.5578947368421052","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dim 1024"},{"task":"Information Retrieval","score":"0.5726315789473684","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dim 1024"},{"task":"Information Retrieval","score":"0.6694736842105263","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dim 1024"},{"task":"Information Retrieval","score":"0.7368421052631579","metric":"Cosine Accuracy@10","verified":false,"benchmark":"dim 1024"},{"task":"Information Retrieval","score":"0.5578947368421052","metric":"Cosine Precision@1","verified":false,"benchmark":"dim 1024"},{"task":"Information Retrieval","score":"0.5515789473684211","metric":"Cosine Precision@3","verified":false,"benchmark":"dim 1024"},{"task":"Information Retrieval","score":"0.4433684210526315","metric":"Cosine Precision@5","verified":false,"benchmark":"dim 1024"},{"task":"Information Retrieval","score":"0.2591578947368421","metric":"Cosine Precision@10","verified":false,"benchmark":"dim 1024"},{"task":"Information Retrieval","score":"0.5642105263157895","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.5831578947368421","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.6652631578947369","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.728421052631579","metric":"Cosine Accuracy@10","verified":false,"benchmark":"dim 768"}],"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 baai/bge-m3 bge-m3 matryoshka safetensors 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","baai/bge-m3","bge-m3 matryoshka","safetensors","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":47519},{"lfs":false,"path":"config.json","sizeBytes":745},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":284},{"lfs":true,"path":"model.safetensors","sizeBytes":2271064456},{"lfs":false,"path":"modules.json","sizeBytes":429},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":241},{"lfs":true,"path":"tokenizer.json","sizeBytes":17098339},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":409}],"modelIndexNames":["bge-m3 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":2288214082,"sizeKnown":true,"sizeLabel":"2.1 GB","sizeReason":"","declaredSizeBytes":2288214082,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":89,"stars":0,"citations":0,"updatedAt":"2026-09-24T08:54:30.299Z","createdAt":"2026-09-24T08:50:28.631Z","version":"hf-main","upstream":{"gated":false,"repoId":"IoannisKat1/bge-m3-matryoshka","private":false,"repoUrl":"https://huggingface.co/IoannisKat1/bge-m3-matryoshka","disabled":false,"provider":"huggingface","repoType":"model","revision":"f8c63efad9ede1c8c44dfa842df94c3e029b131f","fetchedAt":"2026-09-24T08:50:28.628Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T08:54:30.299Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":7,"mirroredBytes":2288164903,"mirroredFiles":7,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":0,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":0,"publicDownloadableFileCount":7,"externalFileCount":0,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2288214082,"label":"2.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":89,"upstreamStars":0,"label":"89 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"IoannisKat1/bge-m3-matryoshka"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/0 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: IoannisKat1/bge-m3-matryoshka","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/0 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":0,"totalFiles":0},"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-ioanniskat1-bge-m3-matryoshka/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"IoannisKat1/bge-m3-matryoshka"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-27T08:45:36.184Z","evidence_url":"/api/manifests/hf-model-ioanniskat1-bge-m3-matryoshka"},"lastKnownAnswer":"Ready to download"},{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-27T11:04:58.057Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-27T11:04:58.057Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-ioanniskat1-legal-bert-base-uncased-legal-matryoshka","owner":"IoannisKat1","name":"legal-bert-base-uncased-legal-matryoshka","repo":"IoannisKat1/legal-bert-base-uncased-legal-matryoshka","type":"embedding","summary":"Model from Hugging Face: IoannisKat1/legal-bert-base-uncased-legal-matryoshka","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":"task","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":1,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"IoannisKat1","sourceUrl":"https://huggingface.co/IoannisKat1/legal-bert-base-uncased-legal-matryoshka","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:1580","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:nlpaueb/legal-bert-base-uncased"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":null,"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":0,"sizeKnown":false,"sizeLabel":"unknown","sizeReason":"upstream file sizes are not indexed yet","declaredSizeBytes":1,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":31,"stars":0,"citations":0,"updatedAt":"2026-08-04T09:12:14.933Z","createdAt":"2026-06-30T19:17:39.121Z","version":"hf-main","upstream":{"gated":false,"repoId":"IoannisKat1/legal-bert-base-uncased-legal-matryoshka","private":false,"repoUrl":"https://huggingface.co/IoannisKat1/legal-bert-base-uncased-legal-matryoshka","disabled":false,"provider":"huggingface","repoType":"model","revision":"035dcecee0d33c6e400710e3f97aecb6ccb1ce81","fetchedAt":"2026-06-30T19:17:39.121Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-08-04T09:12:14.933Z","mirroredBy":"mirror-batch-worker","mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"hostedFiles":0,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":0,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"blocked","hosted":false,"fileCount":0,"publicDownloadableFileCount":0,"externalFileCount":0,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":false,"bytes":0,"label":"unknown","reason":"upstream file sizes are not indexed yet"},"demand":{"mirrorRequests":0,"upstreamDownloads":31,"upstreamStars":0,"label":"31 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"IoannisKat1/legal-bert-base-uncased-legal-matryoshka"},{"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: IoannisKat1/legal-bert-base-uncased-legal-matryoshka","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":0,"totalFiles":0},"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-ioanniskat1-legal-bert-base-uncased-legal-matryoshka/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"IoannisKat1/legal-bert-base-uncased-legal-matryoshka"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-27T11:04:58.057Z","evidence_url":"/api/manifests/hf-model-ioanniskat1-legal-bert-base-uncased-legal-matryoshka"}}],"guidance":["Use publisher profiles to find official namespace releases and likely maintainers.","Claim status is a Hugging Bay namespace signal, not proof of upstream ownership unless verification is explicit.","Use hosted/downloadable rows plus manifests for automated downloads."],"note":{"summary":"Downloadable doesn't mean tested: this record says whether the exact file can be downloaded now, not that the model is complete or that it runs."}}