{"schemaVersion":"hugging-bay.publisher-profile.v1","generatedAt":"2026-10-30T18:03:18.142Z","namespace":"abhinand","displayName":"abhinand","claimed":false,"applicationStatus":null,"stats":{"artifacts":3,"publicArtifacts":3,"gatedArtifacts":0,"hostedArtifacts":0,"hostedFiles":0,"externalFiles":36,"totalFiles":36,"downloads":521220,"stars":82,"updatedAt":"2026-09-21T06:58:24.174Z","reviewQualification":"self-reported-unqualified","reviewTrustImpact":"none"},"topArtifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":438900850,"readinessCheckedAt":"2026-10-30T16:58:16.129Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":438900850,"readinessCheckedAt":"2026-10-30T16:58:16.129Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-abhinand-medembed-base-v0-1","owner":"abhinand","name":"MedEmbed-base-v0.1","repo":"abhinand/MedEmbed-base-v0.1","type":"llm","summary":"Model from Hugging Face: abhinand/MedEmbed-base-v0.1","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog does not give enough information to describe what this model is for.","confidence":"none","task":null,"audience":null,"basis":"insufficient-information","rules":[],"evidence":[{"field":"license","value":"apache-2.0"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","insufficient-task-evidence"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"abhinand","sourceUrl":"https://huggingface.co/abhinand/MedEmbed-base-v0.1","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","medembed","medical-embedding","clinical-embedding","information-retrieval","en","dataset:medicalqaretrieval","dataset:nfcorpus","dataset:publichealthqa","dataset:treccovid","dataset:arguana","base_model:baai/bge-base-en-v1.5"],"task":"general","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":null,"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":0,"sizeKnown":false,"sizeLabel":"unknown","sizeReason":"upstream file sizes are not indexed yet","declaredSizeBytes":1,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":398388,"stars":21,"citations":0,"updatedAt":"2026-07-31T02:02:55.428Z","createdAt":"2026-06-29T22:21:12.580Z","version":"hf-main","upstream":{"gated":false,"repoId":"abhinand/MedEmbed-base-v0.1","private":false,"repoUrl":"https://huggingface.co/abhinand/MedEmbed-base-v0.1","disabled":false,"provider":"huggingface","repoType":"model","revision":"7a90c50263f620dff743eb9794b89a42bfc5d765","fetchedAt":"2026-06-30T01:51:54.650Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-07-31T02:02:55.428Z","mirroredBy":"mirror-batch-worker","mirroredBytes":438900850,"mirroredFiles":11,"storageProvider":"gcs","hosted":true,"hostedFiles":11,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":12,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":12,"publicDownloadableFileCount":11,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":false,"bytes":0,"label":"unknown","reason":"upstream file sizes are not indexed yet"},"demand":{"mirrorRequests":0,"upstreamDownloads":398388,"upstreamStars":21,"label":"398K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"abhinand/MedEmbed-base-v0.1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/12 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: abhinand/MedEmbed-base-v0.1","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 11/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":11,"externalFiles":1,"totalFiles":12},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-abhinand-medembed-base-v0-1/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":0,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"abhinand/MedEmbed-base-v0.1"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T16:58:16.129Z","evidence_url":"/api/manifests/hf-model-abhinand-medembed-base-v0-1"},"lastKnownAnswer":"Ready to download"},"topTypes":[{"type":"llm","count":3}],"topLicenses":[{"license":"apache-2.0","count":3}],"sourceCounts":[{"source":"huggingface","count":3}],"worksWith":[],"links":{"web":"https://huggingbay.xyz/publishers/abhinand","api":"https://huggingbay.xyz/api/publishers/abhinand","artifacts":"https://huggingbay.xyz/api/artifacts?summary=1&owner=abhinand&limit=50","apply":"https://huggingbay.xyz/publishers/apply"},"artifacts":[{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":438900850,"readinessCheckedAt":"2026-10-30T16:58:16.129Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":438900850,"readinessCheckedAt":"2026-10-30T16:58:16.129Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-abhinand-medembed-base-v0-1","owner":"abhinand","name":"MedEmbed-base-v0.1","repo":"abhinand/MedEmbed-base-v0.1","type":"llm","summary":"Model from Hugging Face: abhinand/MedEmbed-base-v0.1","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog does not give enough information to describe what this model is for.","confidence":"none","task":null,"audience":null,"basis":"insufficient-information","rules":[],"evidence":[{"field":"license","value":"apache-2.0"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","insufficient-task-evidence"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"abhinand","sourceUrl":"https://huggingface.co/abhinand/MedEmbed-base-v0.1","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","medembed","medical-embedding","clinical-embedding","information-retrieval","en","dataset:medicalqaretrieval","dataset:nfcorpus","dataset:publichealthqa","dataset:treccovid","dataset:arguana","base_model:baai/bge-base-en-v1.5"],"task":"general","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":null,"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":0,"sizeKnown":false,"sizeLabel":"unknown","sizeReason":"upstream file sizes are not indexed yet","declaredSizeBytes":1,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":398388,"stars":21,"citations":0,"updatedAt":"2026-07-31T02:02:55.428Z","createdAt":"2026-06-29T22:21:12.580Z","version":"hf-main","upstream":{"gated":false,"repoId":"abhinand/MedEmbed-base-v0.1","private":false,"repoUrl":"https://huggingface.co/abhinand/MedEmbed-base-v0.1","disabled":false,"provider":"huggingface","repoType":"model","revision":"7a90c50263f620dff743eb9794b89a42bfc5d765","fetchedAt":"2026-06-30T01:51:54.650Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-07-31T02:02:55.428Z","mirroredBy":"mirror-batch-worker","mirroredBytes":438900850,"mirroredFiles":11,"storageProvider":"gcs","hosted":true,"hostedFiles":11,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":12,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":12,"publicDownloadableFileCount":11,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":false,"bytes":0,"label":"unknown","reason":"upstream file sizes are not indexed yet"},"demand":{"mirrorRequests":0,"upstreamDownloads":398388,"upstreamStars":21,"label":"398K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"abhinand/MedEmbed-base-v0.1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/12 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: abhinand/MedEmbed-base-v0.1","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 11/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":11,"externalFiles":1,"totalFiles":12},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-abhinand-medembed-base-v0-1/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":0,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"abhinand/MedEmbed-base-v0.1"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T16:58:16.129Z","evidence_url":"/api/manifests/hf-model-abhinand-medembed-base-v0-1"},"lastKnownAnswer":"Ready to download"},{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":1341327110,"readinessCheckedAt":"2026-10-30T16:58:16.129Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":1341327110,"readinessCheckedAt":"2026-10-30T16:58:16.129Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-abhinand-medembed-large-v0-1","owner":"abhinand","name":"MedEmbed-large-v0.1","repo":"abhinand/MedEmbed-large-v0.1","type":"llm","summary":"Model from Hugging Face for llm: abhinand/MedEmbed-large-v0.1 · sentence transformers","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog does not give enough information to describe what this model is for.","confidence":"none","task":null,"audience":null,"basis":"insufficient-information","rules":[],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","insufficient-task-evidence"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1341944928,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"abhinand","sourceUrl":"https://huggingface.co/abhinand/MedEmbed-large-v0.1","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","medembed","medical-embedding","clinical-embedding","information-retrieval","mteb","en","dataset:medicalqaretrieval","dataset:nfcorpus","dataset:publichealthqa","dataset:treccovid","dataset:arguana","base_model:baai/bge-large-en-v1.5","base_model:finetune:baai/bge-large-en-v1.5","license:apache-2.0","model-index","region:us","llm"],"task":"general","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["nDCG","MAP","Recall","Precision","MRR"],"datasets":["MedicalQARetrieval","NFCorpus","PublicHealthQA","TRECCOVID","ArguAna"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/abhinand/MedEmbed-large-v0.1","evalResults":[{"task":"Reranking","score":"18.3837","metric":"map","verified":false,"benchmark":"MTEB CMedQAv2-reranking (default)"},{"task":"Reranking","score":"21.1936","metric":"mrr","verified":false,"benchmark":"MTEB CMedQAv2-reranking (default)"},{"task":"Reranking","score":"34.185","metric":"nAUC_map_max","verified":false,"benchmark":"MTEB CMedQAv2-reranking (default)"},{"task":"Reranking","score":"17.8023","metric":"nAUC_map_std","verified":false,"benchmark":"MTEB CMedQAv2-reranking (default)"},{"task":"Reranking","score":"29.8803","metric":"nAUC_map_diff1","verified":false,"benchmark":"MTEB CMedQAv2-reranking (default)"},{"task":"Reranking","score":"33.5715","metric":"nAUC_mrr_max","verified":false,"benchmark":"MTEB CMedQAv2-reranking (default)"},{"task":"Reranking","score":"18.198700000000002","metric":"nAUC_mrr_std","verified":false,"benchmark":"MTEB CMedQAv2-reranking (default)"},{"task":"Reranking","score":"28.1289","metric":"nAUC_mrr_diff1","verified":false,"benchmark":"MTEB CMedQAv2-reranking (default)"},{"task":"Retrieval","score":"60.775","metric":"ndcg_at_1","verified":false,"benchmark":"MTEB CUREv1 (en)"},{"task":"Retrieval","score":"55.233","metric":"ndcg_at_3","verified":false,"benchmark":"MTEB CUREv1 (en)"},{"task":"Retrieval","score":"53.738","metric":"ndcg_at_5","verified":false,"benchmark":"MTEB CUREv1 (en)"},{"task":"Retrieval","score":"52.898999999999994","metric":"ndcg_at_10","verified":false,"benchmark":"MTEB CUREv1 (en)"}],"libraryName":"sentence-transformers","pipelineTag":"","cardDataKeys":["base_model","datasets","language","license","metrics","model-index","tags"],"semanticText":"sentence-transformers llm model en medicalqaretrieval nfcorpus publichealthqa treccovid arguana ndcg map recall precision mrr abhinand/medembed-large-v0.1 safetensors medical-embedding clinical-embedding information-retrieval dataset:medicalqaretrieval","semanticTerms":["sentence-transformers","llm","model","en","medicalqaretrieval","nfcorpus","publichealthqa","treccovid","arguana","ndcg","map","recall","precision","mrr","abhinand/medembed-large-v0.1","safetensors","medical-embedding","clinical-embedding","information-retrieval","dataset:medicalqaretrieval"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":297},{"lfs":false,"path":"README.md","sizeBytes":384494},{"lfs":false,"path":"config.json","sizeBytes":742},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":201},{"lfs":true,"path":"model.safetensors","sizeBytes":1340612432},{"lfs":false,"path":"modules.json","sizeBytes":349},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":53},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":695},{"lfs":false,"path":"tokenizer.json","sizeBytes":711396},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1242},{"lfs":false,"path":"vocab.txt","sizeBytes":231508}],"modelIndexNames":["abhinand/MedEmbed-large-v0.1"]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":1341944928,"sizeKnown":true,"sizeLabel":"1.2 GB","sizeReason":"","declaredSizeBytes":1341944928,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":109775,"stars":40,"citations":0,"updatedAt":"2026-09-21T06:58:24.174Z","createdAt":"2026-06-29T22:22:44.121Z","version":"hf-main","upstream":{"gated":false,"repoId":"abhinand/MedEmbed-large-v0.1","private":false,"repoUrl":"https://huggingface.co/abhinand/MedEmbed-large-v0.1","disabled":false,"provider":"huggingface","repoType":"model","revision":"963121bfb9c625475f65b08fb54990ce9c4e7a1a","fetchedAt":"2026-09-21T06:55:07.428Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-21T06:58:24.174Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":8,"mirroredBytes":1341327110,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":12,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":12,"publicDownloadableFileCount":8,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1341944928,"label":"1.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":109775,"upstreamStars":40,"label":"110K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"abhinand/MedEmbed-large-v0.1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/12 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: abhinand/MedEmbed-large-v0.1","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":4,"totalFiles":12},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-abhinand-medembed-large-v0-1/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"1_Pooling/config.json","sizeBytes":297,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":384494,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"abhinand/MedEmbed-large-v0.1"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T16:58:16.129Z","evidence_url":"/api/manifests/hf-model-abhinand-medembed-large-v0-1"},"lastKnownAnswer":"Ready to download"},{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":134705399,"readinessCheckedAt":"2026-10-30T16:58:16.129Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":134705399,"readinessCheckedAt":"2026-10-30T16:58:16.129Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-abhinand-medembed-small-v0-1","owner":"abhinand","name":"MedEmbed-small-v0.1","repo":"abhinand/MedEmbed-small-v0.1","type":"llm","summary":"Model from Hugging Face: abhinand/MedEmbed-small-v0.1","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog does not give enough information to describe what this model is for.","confidence":"none","task":null,"audience":null,"basis":"insufficient-information","rules":[],"evidence":[{"field":"license","value":"apache-2.0"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","insufficient-task-evidence"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"abhinand","sourceUrl":"https://huggingface.co/abhinand/MedEmbed-small-v0.1","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","medembed","medical-embedding","clinical-embedding","information-retrieval","mteb","en","dataset:medicalqaretrieval","dataset:nfcorpus","dataset:publichealthqa","dataset:treccovid","dataset:arguana"],"task":"general","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":null,"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":0,"sizeKnown":false,"sizeLabel":"unknown","sizeReason":"upstream file sizes are not indexed yet","declaredSizeBytes":1,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":13057,"stars":21,"citations":0,"updatedAt":"2026-07-31T02:24:57.237Z","createdAt":"2026-06-29T22:25:43.989Z","version":"hf-main","upstream":{"gated":false,"repoId":"abhinand/MedEmbed-small-v0.1","private":false,"repoUrl":"https://huggingface.co/abhinand/MedEmbed-small-v0.1","disabled":false,"provider":"huggingface","repoType":"model","revision":"40a5850d046cfdb56154e332b4d7099b63e8d50e","fetchedAt":"2026-06-30T02:00:05.806Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-07-31T02:24:57.237Z","mirroredBy":"mirror-batch-worker","mirroredBytes":134705399,"mirroredFiles":11,"storageProvider":"gcs","hosted":true,"hostedFiles":11,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":12,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":12,"publicDownloadableFileCount":11,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":false,"bytes":0,"label":"unknown","reason":"upstream file sizes are not indexed yet"},"demand":{"mirrorRequests":0,"upstreamDownloads":13057,"upstreamStars":21,"label":"13K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"abhinand/MedEmbed-small-v0.1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/12 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: abhinand/MedEmbed-small-v0.1","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 11/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":11,"externalFiles":1,"totalFiles":12},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-abhinand-medembed-small-v0-1/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":0,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"abhinand/MedEmbed-small-v0.1"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T16:58:16.129Z","evidence_url":"/api/manifests/hf-model-abhinand-medembed-small-v0-1"},"lastKnownAnswer":"Ready to download"}],"guidance":["Use publisher profiles to find official namespace releases and likely maintainers.","Claim status is a Hugging Bay namespace signal, not proof of upstream ownership unless verification is explicit.","Use hosted/downloadable rows plus manifests for automated downloads."],"note":{"summary":"Downloadable doesn't mean tested: this record says whether the exact file can be downloaded now, not that the model is complete or that it runs."}}