{"stats":{"hostedArtifacts":1,"hostedFiles":8,"hostedBytes":91579306,"mirroredHfFiles":0,"mirroredModelScopeFiles":0,"publisherUploadedFiles":0,"seededDemoFiles":0,"estimated":true,"scope":"returned-serve-eligible-rows","catalogTotals":{"readyFiles":104473,"readyPrograms":19391,"asOf":"2026-11-05T21:46:35.157Z","refreshing":true,"scope":"all-download-ready-programs","note":"Site-wide count of files in download-ready programs (the number /facts and /downloads show). stats.hostedFiles/hostedArtifacts count only the rows returned here."}},"pack":null,"rows":[{"artifactId":"hf-model-khaledreda-all-minilm-l6-v24-pair-score","visibility":"public","owner":"KhaledReda","name":"all-MiniLM-L6-v24-pair_score","repo":"KhaledReda/all-MiniLM-L6-v24-pair_score","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:12582766","loss:cosentloss","en","dataset:khaledreda/pairs_with_scores_v120_tag_true_positives_and_false_negatives_description","arxiv:1908.10084","base_model:khaledreda/all-minilm-l6-v23-pair_score","base_model:finetune:khaledreda/all-minilm-l6-v23-pair_score","license:apache-2.0","text-embeddings-inference","endpoints_compatible","region:us","embedding","khaledreda/pairs_with_scores_v120_tag_true_positives_and_false_negatives_description"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: KhaledReda/all-MiniLM-L6-v24-pair_score · sentence transformers","baseModel":"KhaledReda/all-MiniLM-L6-v23-pair_score","downloadCount":89,"filePath":"config.json","format":"json","risk":"low","sizeBytes":617,"storageSizeBytes":617,"sha256":"5a6c776a02a2ae7a0aa839c383f538cfac219eefa12bbcacfbe148a0773b8722","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-khaledreda-all-minilm-l6-v24-pair-score/config.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-khaledreda-all-minilm-l6-v24-pair-score","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-24T04:32:25.236Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-05T21:54:47.211Z","serveEvaluationId":"serve-017b98c74c6c1e16c25a6dfcccecb52cb8632c315709b51ea0b7ce0e3a516d8e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":617,"readinessCheckedAt":"2026-11-05T21:54:47.220Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-05T21:54:47.211Z","serveEvaluationId":"serve-017b98c74c6c1e16c25a6dfcccecb52cb8632c315709b51ea0b7ce0e3a516d8e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":617,"readinessCheckedAt":"2026-11-05T21:54:47.220Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"allminilml6v23pairscore||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-khaledreda-all-minilm-l6-v24-pair-score","recommendedFilePath":"config_sentence_transformers.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-05T21:54:47.220Z","evidence_url":"/api/manifests/hf-model-khaledreda-all-minilm-l6-v24-pair-score"},"signature_state":"signed"},{"artifactId":"hf-model-khaledreda-all-minilm-l6-v24-pair-score","visibility":"public","owner":"KhaledReda","name":"all-MiniLM-L6-v24-pair_score","repo":"KhaledReda/all-MiniLM-L6-v24-pair_score","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:12582766","loss:cosentloss","en","dataset:khaledreda/pairs_with_scores_v120_tag_true_positives_and_false_negatives_description","arxiv:1908.10084","base_model:khaledreda/all-minilm-l6-v23-pair_score","base_model:finetune:khaledreda/all-minilm-l6-v23-pair_score","license:apache-2.0","text-embeddings-inference","endpoints_compatible","region:us","embedding","khaledreda/pairs_with_scores_v120_tag_true_positives_and_false_negatives_description"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: KhaledReda/all-MiniLM-L6-v24-pair_score · sentence transformers","baseModel":"KhaledReda/all-MiniLM-L6-v23-pair_score","downloadCount":89,"filePath":"config_sentence_transformers.json","format":"json","risk":"low","sizeBytes":283,"storageSizeBytes":283,"sha256":"d09b4e8ddf452e2c587c26c6d87859f2adbb82d7efa017427cdb54e86d490521","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-khaledreda-all-minilm-l6-v24-pair-score/config_sentence_transformers.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-khaledreda-all-minilm-l6-v24-pair-score","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-24T04:32:25.236Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-05T21:54:47.211Z","serveEvaluationId":"serve-017b98c74c6c1e16c25a6dfcccecb52cb8632c315709b51ea0b7ce0e3a516d8e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":283,"readinessCheckedAt":"2026-11-05T21:54:47.220Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-05T21:54:47.211Z","serveEvaluationId":"serve-017b98c74c6c1e16c25a6dfcccecb52cb8632c315709b51ea0b7ce0e3a516d8e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":283,"readinessCheckedAt":"2026-11-05T21:54:47.220Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"allminilml6v23pairscore||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-khaledreda-all-minilm-l6-v24-pair-score","recommendedFilePath":"config_sentence_transformers.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":true,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-05T21:54:47.220Z","evidence_url":"/api/manifests/hf-model-khaledreda-all-minilm-l6-v24-pair-score"},"signature_state":"signed"},{"artifactId":"hf-model-khaledreda-all-minilm-l6-v24-pair-score","visibility":"public","owner":"KhaledReda","name":"all-MiniLM-L6-v24-pair_score","repo":"KhaledReda/all-MiniLM-L6-v24-pair_score","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:12582766","loss:cosentloss","en","dataset:khaledreda/pairs_with_scores_v120_tag_true_positives_and_false_negatives_description","arxiv:1908.10084","base_model:khaledreda/all-minilm-l6-v23-pair_score","base_model:finetune:khaledreda/all-minilm-l6-v23-pair_score","license:apache-2.0","text-embeddings-inference","endpoints_compatible","region:us","embedding","khaledreda/pairs_with_scores_v120_tag_true_positives_and_false_negatives_description"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: KhaledReda/all-MiniLM-L6-v24-pair_score · sentence transformers","baseModel":"KhaledReda/all-MiniLM-L6-v23-pair_score","downloadCount":89,"filePath":"model.safetensors","format":"safetensors","risk":"low","sizeBytes":90864192,"storageSizeBytes":90864192,"sha256":"02d05b5b2b940b0e03bafb0ff61c7589a51f2c84c751811834089ead4cc3b960","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-khaledreda-all-minilm-l6-v24-pair-score/model.safetensors","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-khaledreda-all-minilm-l6-v24-pair-score","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-24T04:32:25.236Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-05T21:54:47.211Z","serveEvaluationId":"serve-017b98c74c6c1e16c25a6dfcccecb52cb8632c315709b51ea0b7ce0e3a516d8e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":90864192,"readinessCheckedAt":"2026-11-05T21:54:47.221Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-05T21:54:47.211Z","serveEvaluationId":"serve-017b98c74c6c1e16c25a6dfcccecb52cb8632c315709b51ea0b7ce0e3a516d8e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":90864192,"readinessCheckedAt":"2026-11-05T21:54:47.221Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"weight","default":true,"recommended":true,"recommendedReason":"default-weights","recommendedReasonText":"Default weights download","duplicateGroup":{"key":"allminilml6v23pairscore||safetensors","size":1,"rank":1,"recommendedArtifactId":"hf-model-khaledreda-all-minilm-l6-v24-pair-score","recommendedFilePath":"model.safetensors","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":true,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-05T21:54:47.221Z","evidence_url":"/api/manifests/hf-model-khaledreda-all-minilm-l6-v24-pair-score"},"signature_state":"signed"},{"artifactId":"hf-model-khaledreda-all-minilm-l6-v24-pair-score","visibility":"public","owner":"KhaledReda","name":"all-MiniLM-L6-v24-pair_score","repo":"KhaledReda/all-MiniLM-L6-v24-pair_score","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:12582766","loss:cosentloss","en","dataset:khaledreda/pairs_with_scores_v120_tag_true_positives_and_false_negatives_description","arxiv:1908.10084","base_model:khaledreda/all-minilm-l6-v23-pair_score","base_model:finetune:khaledreda/all-minilm-l6-v23-pair_score","license:apache-2.0","text-embeddings-inference","endpoints_compatible","region:us","embedding","khaledreda/pairs_with_scores_v120_tag_true_positives_and_false_negatives_description"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: KhaledReda/all-MiniLM-L6-v24-pair_score · sentence transformers","baseModel":"KhaledReda/all-MiniLM-L6-v23-pair_score","downloadCount":89,"filePath":"modules.json","format":"json","risk":"low","sizeBytes":349,"storageSizeBytes":349,"sha256":"84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-khaledreda-all-minilm-l6-v24-pair-score/modules.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-khaledreda-all-minilm-l6-v24-pair-score","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-24T04:32:25.236Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-05T21:54:47.211Z","serveEvaluationId":"serve-017b98c74c6c1e16c25a6dfcccecb52cb8632c315709b51ea0b7ce0e3a516d8e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":349,"readinessCheckedAt":"2026-11-05T21:54:47.221Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-05T21:54:47.211Z","serveEvaluationId":"serve-017b98c74c6c1e16c25a6dfcccecb52cb8632c315709b51ea0b7ce0e3a516d8e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":349,"readinessCheckedAt":"2026-11-05T21:54:47.221Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"allminilml6v23pairscore||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-khaledreda-all-minilm-l6-v24-pair-score","recommendedFilePath":"config_sentence_transformers.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-05T21:54:47.221Z","evidence_url":"/api/manifests/hf-model-khaledreda-all-minilm-l6-v24-pair-score"},"signature_state":"signed"},{"artifactId":"hf-model-khaledreda-all-minilm-l6-v24-pair-score","visibility":"public","owner":"KhaledReda","name":"all-MiniLM-L6-v24-pair_score","repo":"KhaledReda/all-MiniLM-L6-v24-pair_score","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:12582766","loss:cosentloss","en","dataset:khaledreda/pairs_with_scores_v120_tag_true_positives_and_false_negatives_description","arxiv:1908.10084","base_model:khaledreda/all-minilm-l6-v23-pair_score","base_model:finetune:khaledreda/all-minilm-l6-v23-pair_score","license:apache-2.0","text-embeddings-inference","endpoints_compatible","region:us","embedding","khaledreda/pairs_with_scores_v120_tag_true_positives_and_false_negatives_description"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: KhaledReda/all-MiniLM-L6-v24-pair_score · sentence transformers","baseModel":"KhaledReda/all-MiniLM-L6-v23-pair_score","downloadCount":89,"filePath":"sentence_bert_config.json","format":"json","risk":"low","sizeBytes":57,"storageSizeBytes":57,"sha256":"2713ef7170fbb7e99cf4c4d8a1685642b0454b35f606b0f3b3b23b2786bc0c6c","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-khaledreda-all-minilm-l6-v24-pair-score/sentence_bert_config.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-khaledreda-all-minilm-l6-v24-pair-score","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-24T04:32:25.236Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-05T21:54:47.211Z","serveEvaluationId":"serve-017b98c74c6c1e16c25a6dfcccecb52cb8632c315709b51ea0b7ce0e3a516d8e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":57,"readinessCheckedAt":"2026-11-05T21:54:47.221Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-05T21:54:47.211Z","serveEvaluationId":"serve-017b98c74c6c1e16c25a6dfcccecb52cb8632c315709b51ea0b7ce0e3a516d8e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":57,"readinessCheckedAt":"2026-11-05T21:54:47.221Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"allminilml6v23pairscore||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-khaledreda-all-minilm-l6-v24-pair-score","recommendedFilePath":"config_sentence_transformers.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-05T21:54:47.221Z","evidence_url":"/api/manifests/hf-model-khaledreda-all-minilm-l6-v24-pair-score"},"signature_state":"signed"},{"artifactId":"hf-model-khaledreda-all-minilm-l6-v24-pair-score","visibility":"public","owner":"KhaledReda","name":"all-MiniLM-L6-v24-pair_score","repo":"KhaledReda/all-MiniLM-L6-v24-pair_score","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:12582766","loss:cosentloss","en","dataset:khaledreda/pairs_with_scores_v120_tag_true_positives_and_false_negatives_description","arxiv:1908.10084","base_model:khaledreda/all-minilm-l6-v23-pair_score","base_model:finetune:khaledreda/all-minilm-l6-v23-pair_score","license:apache-2.0","text-embeddings-inference","endpoints_compatible","region:us","embedding","khaledreda/pairs_with_scores_v120_tag_true_positives_and_false_negatives_description"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: KhaledReda/all-MiniLM-L6-v24-pair_score · sentence transformers","baseModel":"KhaledReda/all-MiniLM-L6-v23-pair_score","downloadCount":89,"filePath":"special_tokens_map.json","format":"json","risk":"low","sizeBytes":695,"storageSizeBytes":695,"sha256":"5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-khaledreda-all-minilm-l6-v24-pair-score/special_tokens_map.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-khaledreda-all-minilm-l6-v24-pair-score","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-24T04:32:25.236Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-05T21:54:47.211Z","serveEvaluationId":"serve-017b98c74c6c1e16c25a6dfcccecb52cb8632c315709b51ea0b7ce0e3a516d8e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":695,"readinessCheckedAt":"2026-11-05T21:54:47.221Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-05T21:54:47.211Z","serveEvaluationId":"serve-017b98c74c6c1e16c25a6dfcccecb52cb8632c315709b51ea0b7ce0e3a516d8e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":695,"readinessCheckedAt":"2026-11-05T21:54:47.221Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"allminilml6v23pairscore||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-khaledreda-all-minilm-l6-v24-pair-score","recommendedFilePath":"config_sentence_transformers.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-05T21:54:47.221Z","evidence_url":"/api/manifests/hf-model-khaledreda-all-minilm-l6-v24-pair-score"},"signature_state":"signed"},{"artifactId":"hf-model-khaledreda-all-minilm-l6-v24-pair-score","visibility":"public","owner":"KhaledReda","name":"all-MiniLM-L6-v24-pair_score","repo":"KhaledReda/all-MiniLM-L6-v24-pair_score","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:12582766","loss:cosentloss","en","dataset:khaledreda/pairs_with_scores_v120_tag_true_positives_and_false_negatives_description","arxiv:1908.10084","base_model:khaledreda/all-minilm-l6-v23-pair_score","base_model:finetune:khaledreda/all-minilm-l6-v23-pair_score","license:apache-2.0","text-embeddings-inference","endpoints_compatible","region:us","embedding","khaledreda/pairs_with_scores_v120_tag_true_positives_and_false_negatives_description"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: KhaledReda/all-MiniLM-L6-v24-pair_score · sentence transformers","baseModel":"KhaledReda/all-MiniLM-L6-v23-pair_score","downloadCount":89,"filePath":"tokenizer.json","format":"json","risk":"low","sizeBytes":711649,"storageSizeBytes":711649,"sha256":"851ca67100d372ca3ae031a6abd168f53489eebfd7d89523f35c5c9b4d372c3c","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-khaledreda-all-minilm-l6-v24-pair-score/tokenizer.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-khaledreda-all-minilm-l6-v24-pair-score","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-24T04:32:25.236Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-05T21:54:47.211Z","serveEvaluationId":"serve-017b98c74c6c1e16c25a6dfcccecb52cb8632c315709b51ea0b7ce0e3a516d8e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":711649,"readinessCheckedAt":"2026-11-05T21:54:47.221Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-05T21:54:47.211Z","serveEvaluationId":"serve-017b98c74c6c1e16c25a6dfcccecb52cb8632c315709b51ea0b7ce0e3a516d8e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":711649,"readinessCheckedAt":"2026-11-05T21:54:47.221Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"allminilml6v23pairscore||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-khaledreda-all-minilm-l6-v24-pair-score","recommendedFilePath":"config_sentence_transformers.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-05T21:54:47.221Z","evidence_url":"/api/manifests/hf-model-khaledreda-all-minilm-l6-v24-pair-score"},"signature_state":"signed"},{"artifactId":"hf-model-khaledreda-all-minilm-l6-v24-pair-score","visibility":"public","owner":"KhaledReda","name":"all-MiniLM-L6-v24-pair_score","repo":"KhaledReda/all-MiniLM-L6-v24-pair_score","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:12582766","loss:cosentloss","en","dataset:khaledreda/pairs_with_scores_v120_tag_true_positives_and_false_negatives_description","arxiv:1908.10084","base_model:khaledreda/all-minilm-l6-v23-pair_score","base_model:finetune:khaledreda/all-minilm-l6-v23-pair_score","license:apache-2.0","text-embeddings-inference","endpoints_compatible","region:us","embedding","khaledreda/pairs_with_scores_v120_tag_true_positives_and_false_negatives_description"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: KhaledReda/all-MiniLM-L6-v24-pair_score · sentence transformers","baseModel":"KhaledReda/all-MiniLM-L6-v23-pair_score","downloadCount":89,"filePath":"tokenizer_config.json","format":"json","risk":"low","sizeBytes":1464,"storageSizeBytes":1464,"sha256":"c128cee663cc23ce44cf253471d2a538d1623c7c3ead5e465b13519a017ca1f0","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-khaledreda-all-minilm-l6-v24-pair-score/tokenizer_config.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-khaledreda-all-minilm-l6-v24-pair-score","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-24T04:32:25.236Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-05T21:54:47.211Z","serveEvaluationId":"serve-017b98c74c6c1e16c25a6dfcccecb52cb8632c315709b51ea0b7ce0e3a516d8e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1464,"readinessCheckedAt":"2026-11-05T21:54:47.221Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-05T21:54:47.211Z","serveEvaluationId":"serve-017b98c74c6c1e16c25a6dfcccecb52cb8632c315709b51ea0b7ce0e3a516d8e","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1464,"readinessCheckedAt":"2026-11-05T21:54:47.221Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"allminilml6v23pairscore||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-khaledreda-all-minilm-l6-v24-pair-score","recommendedFilePath":"config_sentence_transformers.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-05T21:54:47.221Z","evidence_url":"/api/manifests/hf-model-khaledreda-all-minilm-l6-v24-pair-score"},"signature_state":"signed"}],"walkUrl":"/api/downloadable-files?cursor=0&limit=200","generatedAt":"2026-11-05T21:54:47.230Z","recommendation":{"defaultFilePolicy":"GGUF Q4_K_M, Q5_K_M, smallest valid Q4, then other GGUF; safetensors; ONNX set; bin or pt. Side files and standalone shards excluded.","copyPolicy":"hugging-bay.duplicate-ready-tiebreak/v1","policy":"hugging-bay.duplicate-ready-tiebreak/v1","order":["official-publisher","most-downloaded","smallest-file"]},"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."}}