{"schemaVersion":"hugging-bay.publisher-profile.v1","generatedAt":"2026-10-31T16:46:37.157Z","namespace":"iara-project","displayName":"iara-project","claimed":false,"applicationStatus":null,"stats":{"artifacts":2,"publicArtifacts":2,"gatedArtifacts":0,"hostedArtifacts":0,"hostedFiles":0,"externalFiles":20,"totalFiles":20,"downloads":608,"stars":0,"updatedAt":"2026-09-23T05:17:51.158Z","reviewQualification":"self-reported-unqualified","reviewTrustImpact":"none"},"topArtifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":2256692082,"readinessCheckedAt":"2026-10-31T16:16:39.855Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":2256692082,"readinessCheckedAt":"2026-10-31T16:16:39.855Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-iara-project-e5-large-matryoshka-sts-pt","owner":"iara-project","name":"e5-large-matryoshka-sts-pt","repo":"iara-project/e5-large-matryoshka-sts-pt","type":"embedding","summary":"Model from Hugging Face for sentence similarity: iara-project/e5-large-matryoshka-sts-pt · sentence transformers","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for checking whether two sentences mean similar things.","confidence":"medium","task":"sentence-similarity","audience":null,"basis":"recorded-metadata","rules":["task:sentence-similarity"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"baseModel","value":"intfloat/multilingual-e5-large"},{"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":"mit","status":"recorded"},"lineage":[{"repo":"intfloat/multilingual-e5-large","field":"baseModel"}],"parameters":null,"size":{"bytes":2256800605,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"iara-project","sourceUrl":"https://huggingface.co/iara-project/e5-large-matryoshka-sts-pt","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","xlm-roberta","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:67187","loss:matryoshkaloss","loss:multiplenegativesrankingloss","loss:cosentloss","pt","dataset:moritzlaurer/multilingual-nli-26lang-2mil7","dataset:philipmay/stsb_multi_mt","dataset:nilc-nlp/assin","dataset:nilc-nlp/assin2","dataset:stjiris/iris_sts","dataset:eduagarcia/sick-br","dataset:sentence-transformers/mldr","arxiv:2607.04071"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors"],"baseModel":"intfloat/multilingual-e5-large","derivedFrom":"intfloat/multilingual-e5-large","cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":["pearson_cosine","spearman_cosine"],"datasets":["MoritzLaurer/multilingual-NLI-26lang-2mil7","PhilipMay/stsb_multi_mt","nilc-nlp/assin","nilc-nlp/assin2","stjiris/IRIS_sts","eduagarcia/sick-br","sentence-transformers/mldr"],"paperIds":["2607.04071"],"repoType":"model","baseModel":"intfloat/multilingual-e5-large","languages":["pt"],"sourceUrl":"https://huggingface.co/iara-project/e5-large-matryoshka-sts-pt","evalResults":[{"task":"Semantic Similarity","score":"0.8806459567988046","metric":"Pearson Cosine","verified":false,"benchmark":"stsb pt dev 1024"},{"task":"Semantic Similarity","score":"0.8882162701403745","metric":"Spearman Cosine","verified":false,"benchmark":"stsb pt dev 1024"},{"task":"Semantic Similarity","score":"0.9517877583981278","metric":"Pearson Cosine","verified":false,"benchmark":"assin2 dev 1024"},{"task":"Semantic Similarity","score":"0.940641266496105","metric":"Spearman Cosine","verified":false,"benchmark":"assin2 dev 1024"},{"task":"Semantic Similarity","score":"0.8324942824317539","metric":"Pearson Cosine","verified":false,"benchmark":"iris sts dev 1024"},{"task":"Semantic Similarity","score":"0.8255931350799801","metric":"Spearman Cosine","verified":false,"benchmark":"iris sts dev 1024"},{"task":"Semantic Similarity","score":"0.904402094890424","metric":"Pearson Cosine","verified":false,"benchmark":"sick br dev 1024"},{"task":"Semantic Similarity","score":"0.8705317188703375","metric":"Spearman Cosine","verified":false,"benchmark":"sick br dev 1024"},{"task":"Semantic Similarity","score":"0.8775604822675815","metric":"Pearson Cosine","verified":false,"benchmark":"stsb pt dev 512"},{"task":"Semantic Similarity","score":"0.8870759998786353","metric":"Spearman Cosine","verified":false,"benchmark":"stsb pt dev 512"},{"task":"Semantic Similarity","score":"0.9536418079517587","metric":"Pearson Cosine","verified":false,"benchmark":"assin2 dev 512"},{"task":"Semantic Similarity","score":"0.9419971013819671","metric":"Spearman Cosine","verified":false,"benchmark":"assin2 dev 512"}],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","datasets","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"sentence-similarity sentence-transformers embedding model pt moritzlaurer/multilingual-nli-26lang-2mil7 philipmay/stsb_multi_mt nilc-nlp/assin nilc-nlp/assin2 stjiris/iris_sts eduagarcia/sick-br sentence-transformers/mldr pearson_cosine spearman_cosine intfloat/multilingual-e5-large sentencetransformer based on intfloat/multilingual-e5-large safetensors dataset:sentence-transformers/mldr text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","pt","moritzlaurer/multilingual-nli-26lang-2mil7","philipmay/stsb_multi_mt","nilc-nlp/assin","nilc-nlp/assin2","stjiris/iris_sts","eduagarcia/sick-br","sentence-transformers/mldr","pearson_cosine","spearman_cosine","intfloat/multilingual-e5-large","sentencetransformer based on intfloat/multilingual-e5-large","safetensors","dataset:sentence-transformers/mldr","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":313},{"lfs":false,"path":"README.md","sizeBytes":106640},{"lfs":false,"path":"config.json","sizeBytes":742},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":283},{"lfs":true,"path":"model.safetensors","sizeBytes":2239607120},{"lfs":false,"path":"modules.json","sizeBytes":349},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":57},{"lfs":true,"path":"tokenizer.json","sizeBytes":17082987},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":544}],"modelIndexNames":["SentenceTransformer based on intfloat/multilingual-e5-large"]},"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":2256800605,"sizeKnown":true,"sizeLabel":"2.1 GB","sizeReason":"","declaredSizeBytes":2256800605,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":306,"stars":0,"citations":0,"updatedAt":"2026-09-23T05:09:55.731Z","createdAt":"2026-09-23T05:04:37.792Z","version":"hf-main","upstream":{"gated":false,"repoId":"iara-project/e5-large-matryoshka-sts-pt","private":false,"repoUrl":"https://huggingface.co/iara-project/e5-large-matryoshka-sts-pt","disabled":false,"provider":"huggingface","repoType":"model","revision":"278c542ac1e29c072f4fb66b25bc24cf9318c465","fetchedAt":"2026-09-23T05:04:37.789Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-23T05:09:55.731Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":7,"mirroredBytes":2256692082,"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":10,"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":10,"publicDownloadableFileCount":7,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2256800605,"label":"2.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":306,"upstreamStars":0,"label":"306 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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"iara-project/e5-large-matryoshka-sts-pt"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/10 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: mit","Provenance: iara-project/e5-large-matryoshka-sts-pt","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":3,"totalFiles":10},"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-iara-project-e5-large-matryoshka-sts-pt/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1570,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"1_Pooling/config.json","sizeBytes":313,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":106640,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"iara-project/e5-large-matryoshka-sts-pt"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T16:16:39.855Z","evidence_url":"/api/manifests/hf-model-iara-project-e5-large-matryoshka-sts-pt"},"lastKnownAnswer":"Ready to download"},"topTypes":[{"type":"embedding","count":2}],"topLicenses":[{"license":"mit","count":2}],"sourceCounts":[{"source":"huggingface","count":2}],"worksWith":[],"links":{"web":"https://huggingbay.xyz/publishers/iara-project","api":"https://huggingbay.xyz/api/publishers/iara-project","artifacts":"https://huggingbay.xyz/api/artifacts?summary=1&owner=iara-project&limit=50","apply":"https://huggingbay.xyz/publishers/apply"},"artifacts":[{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":2256692082,"readinessCheckedAt":"2026-10-31T16:16:39.855Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":2256692082,"readinessCheckedAt":"2026-10-31T16:16:39.855Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-iara-project-e5-large-matryoshka-sts-pt","owner":"iara-project","name":"e5-large-matryoshka-sts-pt","repo":"iara-project/e5-large-matryoshka-sts-pt","type":"embedding","summary":"Model from Hugging Face for sentence similarity: iara-project/e5-large-matryoshka-sts-pt · sentence transformers","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for checking whether two sentences mean similar things.","confidence":"medium","task":"sentence-similarity","audience":null,"basis":"recorded-metadata","rules":["task:sentence-similarity"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"baseModel","value":"intfloat/multilingual-e5-large"},{"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":"mit","status":"recorded"},"lineage":[{"repo":"intfloat/multilingual-e5-large","field":"baseModel"}],"parameters":null,"size":{"bytes":2256800605,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"iara-project","sourceUrl":"https://huggingface.co/iara-project/e5-large-matryoshka-sts-pt","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","xlm-roberta","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:67187","loss:matryoshkaloss","loss:multiplenegativesrankingloss","loss:cosentloss","pt","dataset:moritzlaurer/multilingual-nli-26lang-2mil7","dataset:philipmay/stsb_multi_mt","dataset:nilc-nlp/assin","dataset:nilc-nlp/assin2","dataset:stjiris/iris_sts","dataset:eduagarcia/sick-br","dataset:sentence-transformers/mldr","arxiv:2607.04071"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors"],"baseModel":"intfloat/multilingual-e5-large","derivedFrom":"intfloat/multilingual-e5-large","cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":["pearson_cosine","spearman_cosine"],"datasets":["MoritzLaurer/multilingual-NLI-26lang-2mil7","PhilipMay/stsb_multi_mt","nilc-nlp/assin","nilc-nlp/assin2","stjiris/IRIS_sts","eduagarcia/sick-br","sentence-transformers/mldr"],"paperIds":["2607.04071"],"repoType":"model","baseModel":"intfloat/multilingual-e5-large","languages":["pt"],"sourceUrl":"https://huggingface.co/iara-project/e5-large-matryoshka-sts-pt","evalResults":[{"task":"Semantic Similarity","score":"0.8806459567988046","metric":"Pearson Cosine","verified":false,"benchmark":"stsb pt dev 1024"},{"task":"Semantic Similarity","score":"0.8882162701403745","metric":"Spearman Cosine","verified":false,"benchmark":"stsb pt dev 1024"},{"task":"Semantic Similarity","score":"0.9517877583981278","metric":"Pearson Cosine","verified":false,"benchmark":"assin2 dev 1024"},{"task":"Semantic Similarity","score":"0.940641266496105","metric":"Spearman Cosine","verified":false,"benchmark":"assin2 dev 1024"},{"task":"Semantic Similarity","score":"0.8324942824317539","metric":"Pearson Cosine","verified":false,"benchmark":"iris sts dev 1024"},{"task":"Semantic Similarity","score":"0.8255931350799801","metric":"Spearman Cosine","verified":false,"benchmark":"iris sts dev 1024"},{"task":"Semantic Similarity","score":"0.904402094890424","metric":"Pearson Cosine","verified":false,"benchmark":"sick br dev 1024"},{"task":"Semantic Similarity","score":"0.8705317188703375","metric":"Spearman Cosine","verified":false,"benchmark":"sick br dev 1024"},{"task":"Semantic Similarity","score":"0.8775604822675815","metric":"Pearson Cosine","verified":false,"benchmark":"stsb pt dev 512"},{"task":"Semantic Similarity","score":"0.8870759998786353","metric":"Spearman Cosine","verified":false,"benchmark":"stsb pt dev 512"},{"task":"Semantic Similarity","score":"0.9536418079517587","metric":"Pearson Cosine","verified":false,"benchmark":"assin2 dev 512"},{"task":"Semantic Similarity","score":"0.9419971013819671","metric":"Spearman Cosine","verified":false,"benchmark":"assin2 dev 512"}],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","datasets","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"sentence-similarity sentence-transformers embedding model pt moritzlaurer/multilingual-nli-26lang-2mil7 philipmay/stsb_multi_mt nilc-nlp/assin nilc-nlp/assin2 stjiris/iris_sts eduagarcia/sick-br sentence-transformers/mldr pearson_cosine spearman_cosine intfloat/multilingual-e5-large sentencetransformer based on intfloat/multilingual-e5-large safetensors dataset:sentence-transformers/mldr text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","pt","moritzlaurer/multilingual-nli-26lang-2mil7","philipmay/stsb_multi_mt","nilc-nlp/assin","nilc-nlp/assin2","stjiris/iris_sts","eduagarcia/sick-br","sentence-transformers/mldr","pearson_cosine","spearman_cosine","intfloat/multilingual-e5-large","sentencetransformer based on intfloat/multilingual-e5-large","safetensors","dataset:sentence-transformers/mldr","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":313},{"lfs":false,"path":"README.md","sizeBytes":106640},{"lfs":false,"path":"config.json","sizeBytes":742},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":283},{"lfs":true,"path":"model.safetensors","sizeBytes":2239607120},{"lfs":false,"path":"modules.json","sizeBytes":349},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":57},{"lfs":true,"path":"tokenizer.json","sizeBytes":17082987},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":544}],"modelIndexNames":["SentenceTransformer based on intfloat/multilingual-e5-large"]},"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":2256800605,"sizeKnown":true,"sizeLabel":"2.1 GB","sizeReason":"","declaredSizeBytes":2256800605,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":306,"stars":0,"citations":0,"updatedAt":"2026-09-23T05:09:55.731Z","createdAt":"2026-09-23T05:04:37.792Z","version":"hf-main","upstream":{"gated":false,"repoId":"iara-project/e5-large-matryoshka-sts-pt","private":false,"repoUrl":"https://huggingface.co/iara-project/e5-large-matryoshka-sts-pt","disabled":false,"provider":"huggingface","repoType":"model","revision":"278c542ac1e29c072f4fb66b25bc24cf9318c465","fetchedAt":"2026-09-23T05:04:37.789Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-23T05:09:55.731Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":7,"mirroredBytes":2256692082,"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":10,"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":10,"publicDownloadableFileCount":7,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2256800605,"label":"2.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":306,"upstreamStars":0,"label":"306 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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"iara-project/e5-large-matryoshka-sts-pt"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/10 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: mit","Provenance: iara-project/e5-large-matryoshka-sts-pt","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":3,"totalFiles":10},"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-iara-project-e5-large-matryoshka-sts-pt/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1570,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"1_Pooling/config.json","sizeBytes":313,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":106640,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"iara-project/e5-large-matryoshka-sts-pt"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T16:16:39.855Z","evidence_url":"/api/manifests/hf-model-iara-project-e5-large-matryoshka-sts-pt"},"lastKnownAnswer":"Ready to download"},{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":1338310491,"readinessCheckedAt":"2026-10-31T16:16:39.845Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":1338310491,"readinessCheckedAt":"2026-10-31T16:16:39.845Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-iara-project-bertimbau-large-matryoshka-sts-pt","owner":"iara-project","name":"BERTimbau-large-matryoshka-sts-pt","repo":"iara-project/BERTimbau-large-matryoshka-sts-pt","type":"embedding","summary":"Model from Hugging Face for sentence similarity: iara-project/BERTimbau-large-matryoshka-sts-pt · sentence transformers","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for checking whether two sentences mean similar things.","confidence":"medium","task":"sentence-similarity","audience":null,"basis":"recorded-metadata","rules":["task:sentence-similarity"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"baseModel","value":"neuralmind/bert-large-portuguese-cased"},{"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":"mit","status":"recorded"},"lineage":[{"repo":"neuralmind/bert-large-portuguese-cased","field":"baseModel"}],"parameters":null,"size":{"bytes":1338418145,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"iara-project","sourceUrl":"https://huggingface.co/iara-project/BERTimbau-large-matryoshka-sts-pt","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:67187","loss:matryoshkaloss","loss:multiplenegativesrankingloss","loss:cosentloss","pt","dataset:moritzlaurer/multilingual-nli-26lang-2mil7","dataset:philipmay/stsb_multi_mt","dataset:nilc-nlp/assin","dataset:nilc-nlp/assin2","dataset:stjiris/iris_sts","dataset:eduagarcia/sick-br","dataset:sentence-transformers/mldr","arxiv:2607.04071"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors"],"baseModel":"neuralmind/bert-large-portuguese-cased","derivedFrom":"neuralmind/bert-large-portuguese-cased","cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":["pearson_cosine","spearman_cosine"],"datasets":["MoritzLaurer/multilingual-NLI-26lang-2mil7","PhilipMay/stsb_multi_mt","nilc-nlp/assin","nilc-nlp/assin2","stjiris/IRIS_sts","eduagarcia/sick-br","sentence-transformers/mldr"],"paperIds":["2607.04071"],"repoType":"model","baseModel":"neuralmind/bert-large-portuguese-cased","languages":["pt"],"sourceUrl":"https://huggingface.co/iara-project/BERTimbau-large-matryoshka-sts-pt","evalResults":[{"task":"Semantic Similarity","score":"0.8497232093610279","metric":"Pearson Cosine","verified":false,"benchmark":"stsb pt dev 1024"},{"task":"Semantic Similarity","score":"0.8543076546437448","metric":"Spearman Cosine","verified":false,"benchmark":"stsb pt dev 1024"},{"task":"Semantic Similarity","score":"0.9504156334443112","metric":"Pearson Cosine","verified":false,"benchmark":"assin2 dev 1024"},{"task":"Semantic Similarity","score":"0.9342744990109886","metric":"Spearman Cosine","verified":false,"benchmark":"assin2 dev 1024"},{"task":"Semantic Similarity","score":"0.8189974298217213","metric":"Pearson Cosine","verified":false,"benchmark":"iris sts dev 1024"},{"task":"Semantic Similarity","score":"0.8178745683156518","metric":"Spearman Cosine","verified":false,"benchmark":"iris sts dev 1024"},{"task":"Semantic Similarity","score":"0.8868775590826206","metric":"Pearson Cosine","verified":false,"benchmark":"sick br dev 1024"},{"task":"Semantic Similarity","score":"0.8541922751404251","metric":"Spearman Cosine","verified":false,"benchmark":"sick br dev 1024"},{"task":"Semantic Similarity","score":"0.84900569414088","metric":"Pearson Cosine","verified":false,"benchmark":"stsb pt dev 512"},{"task":"Semantic Similarity","score":"0.853852573238539","metric":"Spearman Cosine","verified":false,"benchmark":"stsb pt dev 512"},{"task":"Semantic Similarity","score":"0.9498412266069918","metric":"Pearson Cosine","verified":false,"benchmark":"assin2 dev 512"},{"task":"Semantic Similarity","score":"0.9350944224981992","metric":"Spearman Cosine","verified":false,"benchmark":"assin2 dev 512"}],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","datasets","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"sentence-similarity sentence-transformers embedding model pt moritzlaurer/multilingual-nli-26lang-2mil7 philipmay/stsb_multi_mt nilc-nlp/assin nilc-nlp/assin2 stjiris/iris_sts eduagarcia/sick-br sentence-transformers/mldr pearson_cosine spearman_cosine neuralmind/bert-large-portuguese-cased sentencetransformer based on neuralmind/bert-large-portuguese-cased safetensors dataset:sentence-transformers/mldr text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","pt","moritzlaurer/multilingual-nli-26lang-2mil7","philipmay/stsb_multi_mt","nilc-nlp/assin","nilc-nlp/assin2","stjiris/iris_sts","eduagarcia/sick-br","sentence-transformers/mldr","pearson_cosine","spearman_cosine","neuralmind/bert-large-portuguese-cased","sentencetransformer based on neuralmind/bert-large-portuguese-cased","safetensors","dataset:sentence-transformers/mldr","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":313},{"lfs":false,"path":"README.md","sizeBytes":105822},{"lfs":false,"path":"config.json","sizeBytes":884},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":277},{"lfs":true,"path":"model.safetensors","sizeBytes":1337630488},{"lfs":false,"path":"modules.json","sizeBytes":229},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":57},{"lfs":false,"path":"tokenizer.json","sizeBytes":678043},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":513}],"modelIndexNames":["SentenceTransformer based on neuralmind/bert-large-portuguese-cased"]},"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":1338418145,"sizeKnown":true,"sizeLabel":"1.2 GB","sizeReason":"","declaredSizeBytes":1338418145,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":302,"stars":0,"citations":0,"updatedAt":"2026-09-23T05:17:51.158Z","createdAt":"2026-09-23T05:14:31.724Z","version":"hf-main","upstream":{"gated":false,"repoId":"iara-project/BERTimbau-large-matryoshka-sts-pt","private":false,"repoUrl":"https://huggingface.co/iara-project/BERTimbau-large-matryoshka-sts-pt","disabled":false,"provider":"huggingface","repoType":"model","revision":"01cab80ce8b4ddee4d1b0ab45abf0c09bde4f213","fetchedAt":"2026-09-23T05:14:31.699Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-23T05:17:51.158Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":7,"mirroredBytes":1338310491,"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":10,"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":10,"publicDownloadableFileCount":7,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1338418145,"label":"1.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":302,"upstreamStars":0,"label":"302 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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"iara-project/BERTimbau-large-matryoshka-sts-pt"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/10 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: mit","Provenance: iara-project/BERTimbau-large-matryoshka-sts-pt","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":3,"totalFiles":10},"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-iara-project-bertimbau-large-matryoshka-sts-pt/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"1_Pooling/config.json","sizeBytes":313,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":105822,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"iara-project/BERTimbau-large-matryoshka-sts-pt"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T16:16:39.845Z","evidence_url":"/api/manifests/hf-model-iara-project-bertimbau-large-matryoshka-sts-pt"},"lastKnownAnswer":"Ready to download"}],"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."}}