{"rows":[{"id":"hf-model-intfloat-multilingual-e5-small","repo":"intfloat/multilingual-e5-small","owner":"intfloat","name":"multilingual-e5-small","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: intfloat/multilingual-e5-small · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","pytorch","onnx","safetensors","openvino","bert","mteb","sentence transformers","sentence-similarity","multilingual","af","am","ar","as","az","be","bg","bn","br","bs"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/intfloat/multilingual-e5-small","formats":["yaml","gitattributes","json","md","safetensors","onnx","model","bin"],"downloadCount":9946340,"stars":477,"updatedAt":"2026-10-28T03:31:16.677Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":2280201964,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":null,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":null,"reason":"Download availability is being checked.","cardDescription":"An AI model with files and technical details to explore.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2280201964,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-intfloat-multilingual-e5-small","displayName":"multilingual e5 small","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2280201964,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"intfloat/multilingual-e5-small · safetensors · onnx · bin · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-intfloat-multilingual-e5-small"}},{"id":"hf-model-maiyad-multilingual-e5-small","repo":"maiyad/multilingual-e5-small","owner":"maiyad","name":"multilingual-e5-small","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face: maiyad/multilingual-e5-small","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","mteb","sentence transformers","sentence-similarity","multilingual","af","am","ar","as","az","be","bg"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/maiyad/multilingual-e5-small","formats":["gitattributes","json","md","safetensors","model"],"downloadCount":21,"stars":0,"updatedAt":"2026-08-04T18:10:14.044Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":null,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":470637416,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-28T10:07:13.392Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":false,"hostingStatus":"blocked","publicDownloadableFileCount":0,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-maiyad-multilingual-e5-small","displayName":"multilingual e5 small","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"maiyad/multilingual-e5-small · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T10:07:13.392Z","evidence_url":"/api/manifests/hf-model-maiyad-multilingual-e5-small"}},{"id":"hf-model-mintplexlabs-multilingual-e5-small","repo":"MintplexLabs/multilingual-e5-small","owner":"MintplexLabs","name":"multilingual-e5-small","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face: MintplexLabs/multilingual-e5-small","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","onnx","bert","mteb","sentence transformers","sentence-similarity","multilingual","af","am","ar","as","az","be","bg"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/MintplexLabs/multilingual-e5-small","formats":["gitattributes","json","md","ds_store","onnx","model","py"],"downloadCount":3214,"stars":0,"updatedAt":"2025-05-16T00:06:28.000Z","visibility":"public","verificationStatus":"pending","scanStatus":"pending","sizeBytes":null,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":null,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":null,"reason":"Download availability is being checked.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-mintplexlabs-multilingual-e5-small","displayName":"multilingual e5 small","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"MintplexLabs/multilingual-e5-small · onnx · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mintplexlabs-multilingual-e5-small"}},{"id":"hf-model-shannondata-multilingual-e5-small","repo":"shannondata/multilingual-e5-small","owner":"shannondata","name":"multilingual-e5-small","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face: shannondata/multilingual-e5-small","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","onnx","bert","mteb","sentence transformers","sentence-similarity","multilingual","af","am","ar","as","az","be","bg"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/shannondata/multilingual-e5-small","formats":["gitattributes","json","md","onnx","model"],"downloadCount":594,"stars":0,"updatedAt":"2026-05-20T07:47:14.000Z","visibility":"public","verificationStatus":"pending","scanStatus":"pending","sizeBytes":null,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":null,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":null,"reason":"Download availability is being checked.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-shannondata-multilingual-e5-small","displayName":"multilingual e5 small","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"shannondata/multilingual-e5-small · onnx · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-shannondata-multilingual-e5-small"}},{"id":"hf-model-teradata-multilingual-e5-small","repo":"Teradata/multilingual-e5-small","owner":"Teradata","name":"multilingual-e5-small","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face: Teradata/multilingual-e5-small","license":"mit","tags":["huggingface-import","external-catalog","model","mit","onnx","mteb","sentence transformers","sentence-similarity","teradata","multilingual","af","am","ar","as","az","be","bg","bn"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/Teradata/multilingual-e5-small","formats":["gitattributes","md","json","py","onnx","model"],"downloadCount":220,"stars":0,"updatedAt":"2025-03-04T10:01:47.000Z","visibility":"public","verificationStatus":"pending","scanStatus":"pending","sizeBytes":null,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":null,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":null,"reason":"Download availability is being checked.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-teradata-multilingual-e5-small","displayName":"multilingual e5 small","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"Teradata/multilingual-e5-small · onnx · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-teradata-multilingual-e5-small"}},{"id":"hf-model-malcolmdenis-multilingual-e5-small","repo":"Malcolmdenis/multilingual-e5-small","owner":"Malcolmdenis","name":"multilingual-e5-small","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face: Malcolmdenis/multilingual-e5-small","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","onnx","bert","mteb","sentence transformers","sentence-similarity","multilingual","af","am","ar","as","az","be","bg"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/Malcolmdenis/multilingual-e5-small","formats":["gitattributes","json","md","ds_store","onnx","model","py"],"downloadCount":151,"stars":0,"updatedAt":"2026-03-31T17:54:08.000Z","visibility":"public","verificationStatus":"pending","scanStatus":"pending","sizeBytes":null,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":null,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":null,"reason":"Download availability is being checked.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-malcolmdenis-multilingual-e5-small","displayName":"multilingual e5 small","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"Malcolmdenis/multilingual-e5-small · onnx · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-malcolmdenis-multilingual-e5-small"}},{"id":"hf-model-inboxpraveen-multilingual-e5-small","repo":"inboxpraveen/multilingual-e5-small","owner":"inboxpraveen","name":"multilingual-e5-small","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: inboxpraveen/multilingual-e5-small · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","pytorch","onnx","safetensors","openvino","bert","mteb","sentence transformers","sentence-similarity","multilingual","af","am","ar","as","az","be","bg","bn","br","bs"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/inboxpraveen/multilingual-e5-small","formats":["gitattributes","json","md","safetensors","onnx","model","bin","xml"],"downloadCount":150,"stars":0,"updatedAt":"2026-08-30T13:42:06.923Z","visibility":"public","verificationStatus":"pending","scanStatus":"pending","sizeBytes":2280188277,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":null,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":null,"reason":"Download availability is being checked.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2280188277,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-inboxpraveen-multilingual-e5-small","displayName":"multilingual e5 small","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2280188277,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"inboxpraveen/multilingual-e5-small · safetensors · onnx · bin · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-inboxpraveen-multilingual-e5-small"}},{"id":"hf-model-hisham480-multilingual-e5-small","repo":"Hisham480/multilingual-e5-small","owner":"Hisham480","name":"multilingual-e5-small","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: Hisham480/multilingual-e5-small · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","pytorch","onnx","safetensors","openvino","bert","mteb","sentence transformers","sentence-similarity","multilingual","af","am","ar","as","az","be","bg","bn","br","bs"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/Hisham480/multilingual-e5-small","formats":["yaml","gitattributes","json","md","safetensors","onnx","model","bin"],"downloadCount":147,"stars":0,"updatedAt":"2026-08-30T14:10:03.903Z","visibility":"public","verificationStatus":"pending","scanStatus":"pending","sizeBytes":1809933454,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":null,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":null,"reason":"Download availability is being checked.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1809933454,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-hisham480-multilingual-e5-small","displayName":"multilingual e5 small","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1809933454,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"Hisham480/multilingual-e5-small · safetensors · onnx · bin · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-hisham480-multilingual-e5-small"}},{"id":"hf-model-dlcorso-multilingual-e5-small","repo":"DLCorso/multilingual-e5-small","owner":"DLCorso","name":"multilingual-e5-small","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: DLCorso/multilingual-e5-small · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","pytorch","onnx","safetensors","openvino","bert","mteb","sentence transformers","sentence-similarity","multilingual","af","am","ar","as","az","be","bg","bn","br","bs"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/DLCorso/multilingual-e5-small","formats":["yaml","gitattributes","json","md","safetensors","onnx","model","bin"],"downloadCount":142,"stars":0,"updatedAt":"2026-08-30T15:11:04.010Z","visibility":"public","verificationStatus":"pending","scanStatus":"pending","sizeBytes":2280201964,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":null,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":null,"reason":"Download availability is being checked.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2280201964,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-dlcorso-multilingual-e5-small","displayName":"multilingual e5 small","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2280201964,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"DLCorso/multilingual-e5-small · safetensors · onnx · bin · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-dlcorso-multilingual-e5-small"}},{"id":"hf-model-karmukilan-multilingual-e5-small","repo":"Karmukilan/multilingual-e5-small","owner":"Karmukilan","name":"multilingual-e5-small","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: Karmukilan/multilingual-e5-small · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","pytorch","onnx","safetensors","openvino","bert","mteb","sentence transformers","sentence-similarity","multilingual","af","am","ar","as","az","be","bg","bn","br","bs"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/Karmukilan/multilingual-e5-small","formats":["yaml","gitattributes","json","md","safetensors","onnx","model","bin"],"downloadCount":140,"stars":0,"updatedAt":"2026-08-30T15:31:24.347Z","visibility":"public","verificationStatus":"pending","scanStatus":"pending","sizeBytes":2280201964,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":null,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":null,"reason":"Download availability is being checked.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2280201964,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-karmukilan-multilingual-e5-small","displayName":"multilingual e5 small","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2280201964,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"Karmukilan/multilingual-e5-small · safetensors · onnx · bin · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-karmukilan-multilingual-e5-small"}},{"id":"hf-model-nleeson-multilingual-e5-small","repo":"nleeson/multilingual-e5-small","owner":"nleeson","name":"multilingual-e5-small","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: nleeson/multilingual-e5-small · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","pytorch","onnx","safetensors","openvino","bert","mteb","sentence transformers","sentence-similarity","multilingual","af","am","ar","as","az","be","bg","bn","br","bs"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/nleeson/multilingual-e5-small","formats":["yaml","gitattributes","json","md","safetensors","onnx","model","bin"],"downloadCount":103,"stars":0,"updatedAt":"2026-10-07T10:07:08.402Z","visibility":"public","verificationStatus":"pending","scanStatus":"pending","sizeBytes":2280201964,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":null,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":null,"reason":"Download availability is being checked.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2280201964,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-nleeson-multilingual-e5-small","displayName":"multilingual e5 small","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2280201964,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"nleeson/multilingual-e5-small · safetensors · onnx · bin · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-nleeson-multilingual-e5-small"}},{"id":"hf-model-mikelalda-multilingual-e5-small","repo":"mikelalda/multilingual-e5-small","owner":"mikelalda","name":"multilingual-e5-small","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: mikelalda/multilingual-e5-small · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","pytorch","onnx","safetensors","openvino","bert","mteb","sentence transformers","sentence-similarity","multilingual","af","am","ar","as","az","be","bg","bn","br","bs"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/mikelalda/multilingual-e5-small","formats":["yaml","gitattributes","json","md","safetensors","onnx","model","bin"],"downloadCount":40,"stars":0,"updatedAt":"2026-09-04T18:03:32.205Z","visibility":"public","verificationStatus":"pending","scanStatus":"pending","sizeBytes":2280201964,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":null,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":null,"reason":"Download availability is being checked.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2280201964,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-mikelalda-multilingual-e5-small","displayName":"multilingual e5 small","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2280201964,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"mikelalda/multilingual-e5-small · safetensors · onnx · bin · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mikelalda-multilingual-e5-small"}},{"id":"hf-model-marqo-multilingual-e5-small","repo":"Marqo/multilingual-e5-small","owner":"Marqo","name":"multilingual-e5-small","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: Marqo/multilingual-e5-small · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","pytorch","onnx","safetensors","bert","mteb","sentence transformers","sentence-similarity","multilingual","af","am","ar","as","az","be","bg","bn","br","bs","ca"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/Marqo/multilingual-e5-small","formats":["gitattributes","json","md","safetensors","onnx","model","bin"],"downloadCount":25,"stars":2,"updatedAt":"2026-09-02T23:29:18.511Z","visibility":"public","verificationStatus":"pending","scanStatus":"pending","sizeBytes":1456397839,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":null,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":null,"reason":"Download availability is being checked.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1456397839,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-marqo-multilingual-e5-small","displayName":"multilingual e5 small","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1456397839,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"Marqo/multilingual-e5-small · safetensors · onnx · bin · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-marqo-multilingual-e5-small"}},{"id":"hf-model-hostage928-multilingual-e5-small","repo":"Hostage928/multilingual-e5-small","owner":"Hostage928","name":"multilingual-e5-small","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: Hostage928/multilingual-e5-small · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","pytorch","onnx","safetensors","openvino","bert","mteb","sentence transformers","sentence-similarity","multilingual","af","am","ar","as","az","be","bg","bn","br","bs"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/Hostage928/multilingual-e5-small","formats":["yaml","gitattributes","json","md","safetensors","onnx","model","bin"],"downloadCount":22,"stars":0,"updatedAt":"2026-09-04T18:03:05.037Z","visibility":"public","verificationStatus":"pending","scanStatus":"pending","sizeBytes":2280201964,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":null,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":null,"reason":"Download availability is being checked.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2280201964,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-hostage928-multilingual-e5-small","displayName":"multilingual e5 small","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2280201964,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"Hostage928/multilingual-e5-small · safetensors · onnx · bin · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-hostage928-multilingual-e5-small"}},{"id":"hf-model-dragonkue-multilingual-e5-small-ko","repo":"dragonkue/multilingual-e5-small-ko","owner":"dragonkue","name":"multilingual-e5-small-ko","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: dragonkue/multilingual-e5-small-ko · sentence transformers","license":"apache-2.0","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","ko","en","arxiv:1908.10084","arxiv:2402.05672","arxiv:2407.15831","base_model:intfloat/multilingual-e5-small","base_model:finetune:intfloat/multilingual-e5-small","license:apache-2.0","text-embeddings-inference","endpoints_compatible","deploy:azure","region:us","embedding","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/dragonkue/multilingual-e5-small-ko","formats":["gitattributes","json","md","safetensors"],"downloadCount":4248,"stars":11,"updatedAt":"2026-09-02T16:45:44.501Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":487749239,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":470637416,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-28T07:47:19.040Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":false,"hostingStatus":"blocked","publicDownloadableFileCount":0,"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":487749239,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-dragonkue-multilingual-e5-small-ko","displayName":"multilingual e5 small ko","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":487749239,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"dragonkue/multilingual-e5-small-ko · safetensors · License: apache-2.0"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T07:47:19.040Z","evidence_url":"/api/manifests/hf-model-dragonkue-multilingual-e5-small-ko"}},{"id":"hf-model-mlx-community-multilingual-e5-small-mlx","repo":"mlx-community/multilingual-e5-small-mlx","owner":"mlx-community","name":"multilingual-e5-small-mlx","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: mlx-community/multilingual-e5-small-mlx · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","bert","mteb","sentence transformers","sentence-similarity","mlx","multilingual","af","am","ar","as","az","be","bg","bn","br","bs","ca","cs","cy"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/mlx-community/multilingual-e5-small-mlx","formats":["mlx","gitattributes","md","json","safetensors"],"downloadCount":4465,"stars":0,"updatedAt":"2026-09-02T16:45:34.187Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":252568869,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":235330776,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-28T09:51:34.000Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":false,"hostingStatus":"blocked","publicDownloadableFileCount":0,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":252568869,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-mlx-community-multilingual-e5-small-mlx","displayName":"multilingual e5 small mlx","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":252568869,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"mlx-community/multilingual-e5-small-mlx · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T09:51:34.000Z","evidence_url":"/api/manifests/hf-model-mlx-community-multilingual-e5-small-mlx"}},{"id":"hf-model-dragonkue-multilingual-e5-small-ko-v2","repo":"dragonkue/multilingual-e5-small-ko-v2","owner":"dragonkue","name":"multilingual-e5-small-ko-v2","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face: dragonkue/multilingual-e5-small-ko-v2","license":"apache-2.0","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","ko","en","arxiv:2311.13534","arxiv:1908.10084","arxiv:2402.05672","arxiv:2407.15831","base_model:intfloat/multilingual-e5-small","base_model:finetune:intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/dragonkue/multilingual-e5-small-ko-v2","formats":["gitattributes","json","md","safetensors"],"downloadCount":15289,"stars":4,"updatedAt":"2026-07-31T03:10:05.089Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":null,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":470637416,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":10,"mirroredBytes":487747613,"readinessCheckedAt":"2026-10-28T06:41:24.926Z","readinessSource":"projection","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":10,"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"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-dragonkue-multilingual-e5-small-ko-v2","displayName":"multilingual e5 small ko v2","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"dragonkue/multilingual-e5-small-ko-v2 · safetensors · License: apache-2.0"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T06:41:24.926Z","evidence_url":"/api/manifests/hf-model-dragonkue-multilingual-e5-small-ko-v2"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-twinsunsllc-multilingual-e5-small-gguf","repo":"TwinSunsLLC/multilingual-e5-small-gguf","owner":"TwinSunsLLC","name":"multilingual-e5-small-gguf","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: TwinSunsLLC/multilingual-e5-small-gguf · unknown","license":"mit","tags":["huggingface-import","external-catalog","model","mit","gguf","embeddings","sentence-similarity","multilingual","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","endpoints_compatible","region:us","feature-extraction","unknown","embedding","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/TwinSunsLLC/multilingual-e5-small-gguf","formats":["gitattributes","md","gguf"],"downloadCount":915,"stars":2,"updatedAt":"2026-09-22T19:37:11.866Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":132442407,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":132439008,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":1,"mirroredBytes":132439008,"readinessCheckedAt":"2026-10-28T10:53:57.645Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":1,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":132442407,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-twinsunsllc-multilingual-e5-small-gguf","displayName":"multilingual e5 small","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":132442407,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"TwinSunsLLC/multilingual-e5-small-gguf · gguf · License: mit"},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-28T10:53:57.645Z","evidence_url":"/api/manifests/hf-model-twinsunsllc-multilingual-e5-small-gguf"}},{"id":"hf-model-cstr-multilingual-e5-small-gguf","repo":"cstr/multilingual-e5-small-GGUF","owner":"cstr","name":"multilingual-e5-small-GGUF","type":"embedding","task":"feature-extraction","summary":"Model from Hugging Face for feature extraction: cstr/multilingual-e5-small-GGUF · unknown","license":"mit","tags":["huggingface-import","external-catalog","model","mit","gguf","embeddings","ggml","text-embeddings","bert","crispembed","ollama","feature-extraction","en","de","fr","es","zh","ja","ko","ar","hi","pt","ru","it"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/cstr/multilingual-e5-small-GGUF","formats":["gitattributes","md","txt","gguf","imatrix"],"downloadCount":612,"stars":0,"updatedAt":"2026-10-07T19:26:49.939Z","visibility":"public","verificationStatus":"pending","scanStatus":"pending","sizeBytes":971187272,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":null,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":null,"reason":"Download availability is being checked.","cardDescription":"Extracts features from data for comparison and analysis.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for turning text into vectors.","confidence":"medium","task":"text-embedding","audience":null,"basis":"recorded-metadata","rules":["task:text-embedding","metadata:text-vectors"],"evidence":[{"field":"license","value":"mit"},{"field":"tags","value":"text-embeddings"},{"field":"task","value":"feature-extraction"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":971187272,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-cstr-multilingual-e5-small-gguf","displayName":"multilingual e5 small","purpose":"The catalog lists this model for turning text into vectors.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for turning text into vectors.","confidence":"medium","task":"text-embedding","audience":null,"basis":"recorded-metadata","rules":["task:text-embedding","metadata:text-vectors"],"evidence":[{"field":"license","value":"mit"},{"field":"tags","value":"text-embeddings"},{"field":"task","value":"feature-extraction"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":971187272,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"cstr/multilingual-e5-small-GGUF · gguf · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-cstr-multilingual-e5-small-gguf"}},{"id":"hf-model-rodion-m-multilingual-e5-small-gguf","repo":"rodion-m/multilingual-e5-small-gguf","owner":"rodion-m","name":"multilingual-e5-small-gguf","type":"llm","task":"general","summary":"Model from Hugging Face: rodion-m/multilingual-e5-small-gguf","license":"mit","tags":["huggingface-import","external-catalog","model","mit","gguf","license:mit","endpoints_compatible","region:us","feature-extraction"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/rodion-m/multilingual-e5-small-gguf","formats":["gitattributes","md","gguf"],"downloadCount":158,"stars":0,"updatedAt":"2024-10-18T12:21:06.000Z","visibility":"public","verificationStatus":"pending","scanStatus":"pending","sizeBytes":null,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":null,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":null,"reason":"Download availability is being checked.","cardDescription":"Extracts features from data for comparison and analysis.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for finding useful details in data.","confidence":"low","task":"feature-extraction","audience":null,"basis":"recorded-metadata","rules":["task:feature-extraction","tags-only"],"evidence":[{"field":"license","value":"mit"},{"field":"tags","value":"feature-extraction"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-rodion-m-multilingual-e5-small-gguf","displayName":"multilingual e5 small","purpose":"The catalog lists this model for finding useful details in data.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for finding useful details in data.","confidence":"low","task":"feature-extraction","audience":null,"basis":"recorded-metadata","rules":["task:feature-extraction","tags-only"],"evidence":[{"field":"license","value":"mit"},{"field":"tags","value":"feature-extraction"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"rodion-m/multilingual-e5-small-gguf · gguf · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-rodion-m-multilingual-e5-small-gguf"}},{"id":"hf-model-nilay-sam-23-multilingual-e5-small-onnx","repo":"nilay-sam-23/multilingual-e5-small-onnx","owner":"nilay-sam-23","name":"multilingual-e5-small-onnx","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face: nilay-sam-23/multilingual-e5-small-onnx","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","onnx","bert","mteb","sentence transformers","sentence-similarity","multilingual","af","am","ar","as","az","be","bg"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/nilay-sam-23/multilingual-e5-small-onnx","formats":["gitattributes","json","md","onnx","model"],"downloadCount":149,"stars":0,"updatedAt":"2026-02-07T21:15:44.000Z","visibility":"public","verificationStatus":"pending","scanStatus":"pending","sizeBytes":null,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":null,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":null,"reason":"Download availability is being checked.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-nilay-sam-23-multilingual-e5-small-onnx","displayName":"multilingual e5 small","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"nilay-sam-23/multilingual-e5-small-onnx · onnx · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-nilay-sam-23-multilingual-e5-small-onnx"}},{"id":"hf-model-nixiesearch-multilingual-e5-small-onnx","repo":"nixiesearch/multilingual-e5-small-onnx","owner":"nixiesearch","name":"multilingual-e5-small-onnx","type":"embedding","task":"feature-extraction","summary":"Model from Hugging Face: nixiesearch/multilingual-e5-small-onnx","license":"apache-2.0","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","onnx","bert","feature-extraction","sentence-similarity","en","dataset:s2orc","dataset:flax-sentence-embeddings/stackexchange_xml","dataset:ms_marco","dataset:gooaq","dataset:yahoo_answers_topics","dataset:code_search_net","dataset:search_qa","dataset:eli5"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/nixiesearch/multilingual-e5-small-onnx","formats":["gitattributes","md","json","onnx","model"],"downloadCount":53,"stars":2,"updatedAt":"2023-11-17T08:55:47.000Z","visibility":"public","verificationStatus":"pending","scanStatus":"pending","sizeBytes":null,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":null,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":null,"reason":"Download availability is being checked.","cardDescription":"Extracts features from data for comparison and analysis.","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","tag:sentence-similarity"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"tags","value":"sentence-similarity"},{"field":"task","value":"feature-extraction"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-nixiesearch-multilingual-e5-small-onnx","displayName":"multilingual e5 small","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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","tag:sentence-similarity"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"tags","value":"sentence-similarity"},{"field":"task","value":"feature-extraction"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"nixiesearch/multilingual-e5-small-onnx · onnx · License: apache-2.0"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-nixiesearch-multilingual-e5-small-onnx"}},{"id":"hf-model-alekseevpavel04-multilingual-e5-small-ru-law","repo":"alekseevpavel04/multilingual-e5-small-ru-law","owner":"alekseevpavel04","name":"multilingual-e5-small-ru-law","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alekseevpavel04/multilingual-e5-small-ru-law · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","feature-extraction","retrieval","legal","russian","distillation","sentence-similarity","ru","dataset:alekseevpavel04/ru-law-retrieval","base_model:intfloat/multilingual-e5-small","base_model:finetune:intfloat/multilingual-e5-small","license:mit","model-index","text-embeddings-inference","endpoints_compatible","region:us","embedding","alekseevpavel04/ru-law-retrieval"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alekseevpavel04/multilingual-e5-small-ru-law","formats":["gitattributes","json","md","safetensors","model"],"downloadCount":128,"stars":0,"updatedAt":"2026-09-24T10:37:11.497Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":492803666,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":470637416,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":8,"mirroredBytes":487722029,"readinessCheckedAt":"2026-10-28T09:13:13.276Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":8,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":492803666,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alekseevpavel04-multilingual-e5-small-ru-law","displayName":"multilingual e5 small ru law","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":492803666,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alekseevpavel04/multilingual-e5-small-ru-law · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T09:13:13.276Z","evidence_url":"/api/manifests/hf-model-alekseevpavel04-multilingual-e5-small-ru-law"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-tamikisg-multilingual-e5-small-coreml","repo":"tamikisg/multilingual-e5-small-coreml","owner":"tamikisg","name":"multilingual-e5-small-coreml","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face: tamikisg/multilingual-e5-small-coreml","license":"mit","tags":["huggingface-import","external-catalog","model","mit","coreml","sentence-transformers","embeddings","ios","macos","multilingual","e5","semantic-search","sentence-similarity","en","ja","zh","ko","de"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/tamikisg/multilingual-e5-small-coreml","formats":["gitattributes","zip","mlmodel","bin","json","md"],"downloadCount":122,"stars":1,"updatedAt":"2026-02-09T07:04:07.000Z","visibility":"public","verificationStatus":"pending","scanStatus":"pending","sizeBytes":null,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":null,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":null,"reason":"Download availability is being checked.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-tamikisg-multilingual-e5-small-coreml","displayName":"multilingual e5 small coreml","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"tamikisg/multilingual-e5-small-coreml · bin · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-tamikisg-multilingual-e5-small-coreml"}},{"id":"hf-model-bombek1-multilingual-e5-small-litert","repo":"Bombek1/multilingual-e5-small-litert","owner":"Bombek1","name":"multilingual-e5-small-litert","type":"embedding","task":"feature-extraction","summary":"Model from Hugging Face: Bombek1/multilingual-e5-small-litert","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","tflite","embeddings","litert","edge","on-device","feature-extraction","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:finetune:intfloat/multilingual-e5-small","license:mit","endpoints_compatible","region:us"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/Bombek1/multilingual-e5-small-litert","formats":["gitattributes","md","tflite"],"downloadCount":44,"stars":0,"updatedAt":"2026-01-12T05:36:53.000Z","visibility":"public","verificationStatus":"pending","scanStatus":"pending","sizeBytes":null,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":null,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":null,"reason":"Download availability is being checked.","cardDescription":"Extracts features from data for comparison and analysis.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for finding useful details in data.","confidence":"medium","task":"feature-extraction","audience":null,"basis":"recorded-metadata","rules":["task:feature-extraction"],"evidence":[{"field":"license","value":"mit"},{"field":"task","value":"feature-extraction"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-bombek1-multilingual-e5-small-litert","displayName":"multilingual e5 small litert","purpose":"The catalog lists this model for finding useful details in data.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for finding useful details in data.","confidence":"medium","task":"feature-extraction","audience":null,"basis":"recorded-metadata","rules":["task:feature-extraction"],"evidence":[{"field":"license","value":"mit"},{"field":"task","value":"feature-extraction"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"Bombek1/multilingual-e5-small-litert · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-bombek1-multilingual-e5-small-litert"}},{"id":"hf-model-jncraton-multilingual-e5-small-ct2-int8","repo":"jncraton/multilingual-e5-small-ct2-int8","owner":"jncraton","name":"multilingual-e5-small-ct2-int8","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face: jncraton/multilingual-e5-small-ct2-int8","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","mteb","sentence transformers","sentence-similarity","multilingual","af","am","ar","as","az","be","bg","bn","br"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/jncraton/multilingual-e5-small-ct2-int8","formats":["gitattributes","md","json","bin"],"downloadCount":263,"stars":0,"updatedAt":"2024-12-16T15:41:06.000Z","visibility":"public","verificationStatus":"pending","scanStatus":"pending","sizeBytes":null,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":null,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":null,"reason":"Download availability is being checked.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-jncraton-multilingual-e5-small-ct2-int8","displayName":"multilingual e5 small ct2 int8","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"jncraton/multilingual-e5-small-ct2-int8 · bin · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-jncraton-multilingual-e5-small-ct2-int8"}},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-fra-32768","repo":"alphaedge-ai/multilingual-e5-small-fra-32768","owner":"alphaedge-ai","name":"multilingual-e5-small-fra-32768","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-fra-32768 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","fra","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-fra-32768","formats":["gitattributes","json","md","safetensors"],"downloadCount":4423,"stars":0,"updatedAt":"2026-09-22T09:37:08.922Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":139308545,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":136912008,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":139304144,"readinessCheckedAt":"2026-10-28T10:53:57.619Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":139308545,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-fra-32768","displayName":"multilingual e5 small fra 32768","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":139308545,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-fra-32768 · safetensors · License: mit"},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-28T10:53:57.619Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-fra-32768"}},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-arb-32768","repo":"alphaedge-ai/multilingual-e5-small-arb-32768","owner":"alphaedge-ai","name":"multilingual-e5-small-arb-32768","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-arb-32768 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","arb","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-arb-32768","formats":["gitattributes","json","md","safetensors"],"downloadCount":253,"stars":0,"updatedAt":"2026-09-23T07:37:07.441Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":139326289,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":136912008,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-28T09:55:28.724Z","readinessSource":"file-check","degraded":true,"stale":true,"hosted":false,"hostingStatus":"blocked","publicDownloadableFileCount":0,"cardDescription":"An AI model with files and technical details to explore.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":139326289,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-arb-32768","displayName":"multilingual e5 small arb 32768","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":139326289,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-arb-32768 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T09:55:28.724Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-arb-32768"}},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-rus-32768","repo":"alphaedge-ai/multilingual-e5-small-rus-32768","owner":"alphaedge-ai","name":"multilingual-e5-small-rus-32768","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-rus-32768 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","rus","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-rus-32768","formats":["gitattributes","json","md","safetensors"],"downloadCount":124,"stars":0,"updatedAt":"2026-09-29T09:07:54.682Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":139390376,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":136912008,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":139385970,"readinessCheckedAt":"2026-10-28T09:13:13.277Z","readinessSource":"file-check","degraded":true,"stale":true,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"cardDescription":"An AI model with files and technical details to explore.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":139390376,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-rus-32768","displayName":"multilingual e5 small rus 32768","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":139390376,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-rus-32768 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T09:13:13.277Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-rus-32768"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-epo-32768","repo":"alphaedge-ai/multilingual-e5-small-epo-32768","owner":"alphaedge-ai","name":"multilingual-e5-small-epo-32768","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-epo-32768 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","epo","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-epo-32768","formats":["gitattributes","json","md","safetensors"],"downloadCount":102,"stars":0,"updatedAt":"2026-09-24T09:07:09.533Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":139296534,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":136912008,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":139292118,"readinessCheckedAt":"2026-10-28T09:51:05.660Z","readinessSource":"file-check","degraded":true,"stale":true,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"cardDescription":"An AI model with files and technical details to explore.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":139296534,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-epo-32768","displayName":"multilingual e5 small epo 32768","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":139296534,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-epo-32768 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T09:51:05.660Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-epo-32768"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-fas-16384","repo":"alphaedge-ai/multilingual-e5-small-fas-16384","owner":"alphaedge-ai","name":"multilingual-e5-small-fas-16384","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-fas-16384 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","fas","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-fas-16384","formats":["gitattributes","json","md","safetensors"],"downloadCount":101,"stars":0,"updatedAt":"2026-09-24T01:07:12.413Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":113125654,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":111746064,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":113121248,"readinessCheckedAt":"2026-10-28T09:13:13.280Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113125654,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-fas-16384","displayName":"multilingual e5 small fas 16384","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113125654,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-fas-16384 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T09:13:13.280Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-fas-16384"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-epo-16384","repo":"alphaedge-ai/multilingual-e5-small-epo-16384","owner":"alphaedge-ai","name":"multilingual-e5-small-epo-16384","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-epo-16384 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","epo","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-epo-16384","formats":["gitattributes","json","md","safetensors"],"downloadCount":100,"stars":0,"updatedAt":"2026-09-28T09:07:10.464Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":113100276,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":111746064,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":113095860,"readinessCheckedAt":"2026-10-28T09:13:13.282Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113100276,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-epo-16384","displayName":"multilingual e5 small epo 16384","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113100276,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-epo-16384 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T09:13:13.282Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-epo-16384"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-uzs-16384","repo":"alphaedge-ai/multilingual-e5-small-uzs-16384","owner":"alphaedge-ai","name":"multilingual-e5-small-uzs-16384","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-uzs-16384 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","uzs","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-uzs-16384","formats":["gitattributes","json","md","safetensors"],"downloadCount":100,"stars":0,"updatedAt":"2026-09-28T09:07:10.413Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":113121797,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":111746064,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":113117402,"readinessCheckedAt":"2026-10-28T09:13:13.283Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113121797,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-uzs-16384","displayName":"multilingual e5 small uzs 16384","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113121797,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-uzs-16384 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T09:13:13.283Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-uzs-16384"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-ell-16384","repo":"alphaedge-ai/multilingual-e5-small-ell-16384","owner":"alphaedge-ai","name":"multilingual-e5-small-ell-16384","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-ell-16384 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","ell","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-ell-16384","formats":["gitattributes","json","md","safetensors"],"downloadCount":99,"stars":0,"updatedAt":"2026-09-28T09:07:10.213Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":113126448,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":111746064,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":113122052,"readinessCheckedAt":"2026-10-28T09:13:13.285Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113126448,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-ell-16384","displayName":"multilingual e5 small ell 16384","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113126448,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-ell-16384 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T09:13:13.285Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-ell-16384"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-kur-16384","repo":"alphaedge-ai/multilingual-e5-small-kur-16384","owner":"alphaedge-ai","name":"multilingual-e5-small-kur-16384","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-kur-16384 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","kur","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-kur-16384","formats":["gitattributes","json","md","safetensors"],"downloadCount":99,"stars":0,"updatedAt":"2026-09-28T09:07:10.313Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":113094172,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":111746064,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":113089766,"readinessCheckedAt":"2026-10-28T09:13:13.286Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113094172,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-kur-16384","displayName":"multilingual e5 small kur 16384","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113094172,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-kur-16384 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T09:13:13.286Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-kur-16384"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-ast-32768","repo":"alphaedge-ai/multilingual-e5-small-ast-32768","owner":"alphaedge-ai","name":"multilingual-e5-small-ast-32768","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-ast-32768 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","ast","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-ast-32768","formats":["gitattributes","json","md","safetensors"],"downloadCount":98,"stars":0,"updatedAt":"2026-09-28T09:07:09.942Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":139316813,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":136912008,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":139312403,"readinessCheckedAt":"2026-10-28T09:13:13.288Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":139316813,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-ast-32768","displayName":"multilingual e5 small ast 32768","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":139316813,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-ast-32768 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T09:13:13.288Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-ast-32768"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-fra-16384","repo":"alphaedge-ai/multilingual-e5-small-fra-16384","owner":"alphaedge-ai","name":"multilingual-e5-small-fra-16384","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-fra-16384 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","fra","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-fra-16384","formats":["gitattributes","json","md","safetensors"],"downloadCount":98,"stars":0,"updatedAt":"2026-09-28T09:07:18.694Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":113110149,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":111746064,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":113105748,"readinessCheckedAt":"2026-10-28T09:13:13.289Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113110149,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-fra-16384","displayName":"multilingual e5 small fra 16384","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113110149,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-fra-16384 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T09:13:13.289Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-fra-16384"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-khm-32768","repo":"alphaedge-ai/multilingual-e5-small-khm-32768","owner":"alphaedge-ai","name":"multilingual-e5-small-khm-32768","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-khm-32768 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","khm","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-khm-32768","formats":["gitattributes","json","md","safetensors"],"downloadCount":98,"stars":0,"updatedAt":"2026-09-28T09:07:09.735Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":139320484,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":136912008,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":139316088,"readinessCheckedAt":"2026-10-28T09:13:13.291Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":139320484,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-khm-32768","displayName":"multilingual e5 small khm 32768","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":139320484,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-khm-32768 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T09:13:13.291Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-khm-32768"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-lit-16384","repo":"alphaedge-ai/multilingual-e5-small-lit-16384","owner":"alphaedge-ai","name":"multilingual-e5-small-lit-16384","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-lit-16384 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","lit","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-lit-16384","formats":["gitattributes","json","md","safetensors"],"downloadCount":98,"stars":0,"updatedAt":"2026-09-28T09:07:53.872Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":113101840,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":111746064,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":113097419,"readinessCheckedAt":"2026-10-28T09:13:13.292Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113101840,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-lit-16384","displayName":"multilingual e5 small lit 16384","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113101840,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-lit-16384 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T09:13:13.292Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-lit-16384"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-mal-16384","repo":"alphaedge-ai/multilingual-e5-small-mal-16384","owner":"alphaedge-ai","name":"multilingual-e5-small-mal-16384","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-mal-16384 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","mal","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-mal-16384","formats":["gitattributes","json","md","safetensors"],"downloadCount":98,"stars":0,"updatedAt":"2026-09-28T09:07:58.981Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":113141126,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":111746064,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-28T10:53:56.969Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":false,"hostingStatus":"blocked","publicDownloadableFileCount":0,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113141126,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-mal-16384","displayName":"multilingual e5 small mal 16384","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113141126,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-mal-16384 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-28T10:53:56.969Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-mal-16384"}},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-mkd-16384","repo":"alphaedge-ai/multilingual-e5-small-mkd-16384","owner":"alphaedge-ai","name":"multilingual-e5-small-mkd-16384","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-mkd-16384 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","mkd","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-mkd-16384","formats":["gitattributes","json","md","safetensors"],"downloadCount":98,"stars":0,"updatedAt":"2026-09-28T09:08:19.656Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":113161526,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":111746064,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":113157105,"readinessCheckedAt":"2026-10-28T09:13:13.295Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113161526,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-mkd-16384","displayName":"multilingual e5 small mkd 16384","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113161526,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-mkd-16384 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T09:13:13.295Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-mkd-16384"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-mlg-16384","repo":"alphaedge-ai/multilingual-e5-small-mlg-16384","owner":"alphaedge-ai","name":"multilingual-e5-small-mlg-16384","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-mlg-16384 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","mlg","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-mlg-16384","formats":["gitattributes","json","md","safetensors"],"downloadCount":98,"stars":0,"updatedAt":"2026-09-29T07:37:08.856Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":113088327,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":111746040,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":6,"mirroredBytes":113083917,"readinessCheckedAt":"2026-10-28T09:13:13.296Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":6,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113088327,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-mlg-16384","displayName":"multilingual e5 small mlg 16384","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113088327,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-mlg-16384 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T09:13:13.296Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-mlg-16384"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-srp-16384","repo":"alphaedge-ai/multilingual-e5-small-srp-16384","owner":"alphaedge-ai","name":"multilingual-e5-small-srp-16384","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-srp-16384 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","srp","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-srp-16384","formats":["gitattributes","json","md","safetensors"],"downloadCount":98,"stars":0,"updatedAt":"2026-09-28T09:08:39.025Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":113107022,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":111746064,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":113102616,"readinessCheckedAt":"2026-10-28T09:13:13.297Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113107022,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-srp-16384","displayName":"multilingual e5 small srp 16384","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113107022,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-srp-16384 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T09:13:13.297Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-srp-16384"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-srp-32768","repo":"alphaedge-ai/multilingual-e5-small-srp-32768","owner":"alphaedge-ai","name":"multilingual-e5-small-srp-32768","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-srp-32768 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","srp","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-srp-32768","formats":["gitattributes","json","md","safetensors"],"downloadCount":98,"stars":0,"updatedAt":"2026-09-28T09:07:09.837Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":139307357,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":136912008,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":139302951,"readinessCheckedAt":"2026-10-28T09:13:13.299Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":139307357,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-srp-32768","displayName":"multilingual e5 small srp 32768","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":139307357,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-srp-32768 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T09:13:13.299Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-srp-32768"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-tgk-16384","repo":"alphaedge-ai/multilingual-e5-small-tgk-16384","owner":"alphaedge-ai","name":"multilingual-e5-small-tgk-16384","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-tgk-16384 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","tgk","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-tgk-16384","formats":["gitattributes","json","md","safetensors"],"downloadCount":98,"stars":0,"updatedAt":"2026-09-28T09:10:32.323Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":113123167,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":111746064,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":113118771,"readinessCheckedAt":"2026-10-28T09:13:13.300Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113123167,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-tgk-16384","displayName":"multilingual e5 small tgk 16384","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113123167,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-tgk-16384 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T09:13:13.300Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-tgk-16384"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-dan-32768","repo":"alphaedge-ai/multilingual-e5-small-dan-32768","owner":"alphaedge-ai","name":"multilingual-e5-small-dan-32768","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-dan-32768 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","dan","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-dan-32768","formats":["gitattributes","json","md","safetensors"],"downloadCount":97,"stars":0,"updatedAt":"2026-09-29T07:38:09.911Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":139312851,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":136912008,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":139308450,"readinessCheckedAt":"2026-10-28T06:41:24.926Z","readinessSource":"projection","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":139312851,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-dan-32768","displayName":"multilingual e5 small dan 32768","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":139312851,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-dan-32768 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T06:41:24.926Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-dan-32768"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-lat-16384","repo":"alphaedge-ai/multilingual-e5-small-lat-16384","owner":"alphaedge-ai","name":"multilingual-e5-small-lat-16384","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-lat-16384 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","lat","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-lat-16384","formats":["gitattributes","json","md","safetensors"],"downloadCount":97,"stars":0,"updatedAt":"2026-09-29T08:07:10.691Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":113105309,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":111746064,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":113100913,"readinessCheckedAt":"2026-10-28T06:41:24.926Z","readinessSource":"projection","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113105309,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-lat-16384","displayName":"multilingual e5 small lat 16384","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113105309,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-lat-16384 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T06:41:24.926Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-lat-16384"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-msa-16384","repo":"alphaedge-ai/multilingual-e5-small-msa-16384","owner":"alphaedge-ai","name":"multilingual-e5-small-msa-16384","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-msa-16384 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","msa","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-msa-16384","formats":["gitattributes","json","md","safetensors"],"downloadCount":97,"stars":0,"updatedAt":"2026-09-29T08:37:08.870Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":113102899,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":111746040,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":6,"mirroredBytes":113098503,"readinessCheckedAt":"2026-10-28T06:41:24.926Z","readinessSource":"projection","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":6,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113102899,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-msa-16384","displayName":"multilingual e5 small msa 16384","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113102899,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-msa-16384 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T06:41:24.926Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-msa-16384"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-nds-16384","repo":"alphaedge-ai/multilingual-e5-small-nds-16384","owner":"alphaedge-ai","name":"multilingual-e5-small-nds-16384","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-nds-16384 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","nds","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-nds-16384","formats":["gitattributes","json","md","safetensors"],"downloadCount":97,"stars":0,"updatedAt":"2026-09-29T08:07:10.347Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":113099660,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":111746064,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":113095240,"readinessCheckedAt":"2026-10-28T06:41:24.926Z","readinessSource":"projection","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113099660,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-nds-16384","displayName":"multilingual e5 small nds 16384","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":113099660,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-nds-16384 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T06:41:24.926Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-nds-16384"},"lastKnownAnswer":"Ready to download"},{"id":"hf-model-alphaedge-ai-multilingual-e5-small-slk-32768","repo":"alphaedge-ai/multilingual-e5-small-slk-32768","owner":"alphaedge-ai","name":"multilingual-e5-small-slk-32768","type":"embedding","task":"sentence-similarity","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-slk-32768 · sentence transformers","license":"mit","tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","slk","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"licenseName":null,"licenseLink":null,"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-slk-32768","formats":["gitattributes","json","md","safetensors"],"downloadCount":97,"stars":0,"updatedAt":"2026-09-29T08:07:10.835Z","visibility":"public","verificationStatus":"verified","scanStatus":"passed","sizeBytes":139307401,"upstream":{"provider":"huggingface"},"defaultDownloadBytes":136912008,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":139303000,"readinessCheckedAt":"2026-10-28T06:41:24.926Z","readinessSource":"projection","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":139307401,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"phase1":{"id":"hf-model-alphaedge-ai-multilingual-e5-small-slk-32768","displayName":"multilingual e5 small slk 32768","purpose":"The catalog lists this model for checking whether two sentences mean similar things.","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":139307401,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisherUrl":null,"meta":"alphaedge-ai/multilingual-e5-small-slk-32768 · safetensors · License: mit"},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T06:41:24.926Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-slk-32768"},"lastKnownAnswer":"Ready to download"}],"total":191,"limit":50,"cursor":"0","nextCursor":"50","facets":{},"generatedAt":"2026-10-28T07:21:09.278Z","fastPath":"catalog-memory-index","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."}}