{"schemaVersion":"hugging-bay.publisher-profile.v1","generatedAt":"2026-10-25T04:27:35.209Z","namespace":"OmerShah","displayName":"OmerShah","claimed":false,"applicationStatus":null,"stats":{"artifacts":1,"publicArtifacts":1,"gatedArtifacts":0,"hostedArtifacts":0,"hostedFiles":0,"externalFiles":12,"totalFiles":12,"downloads":73,"stars":3,"updatedAt":"2026-09-24T19:10:40.789Z","reviewQualification":"self-reported-unqualified","reviewTrustImpact":"none"},"topArtifact":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":8,"mirroredBytes":542071236,"readinessCheckedAt":"2026-10-25T03:36:08.106Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":8,"mirroredBytes":542071236,"readinessCheckedAt":"2026-10-25T03:36:08.106Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-omershah-medgemma","owner":"OmerShah","name":"MedGemma","repo":"OmerShah/MedGemma","type":"llm","summary":"Model from Hugging Face for question answering: OmerShah/MedGemma · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for answering questions.","confidence":"low","task":"question-answering","audience":null,"basis":"recorded-metadata","rules":["task:question-answering"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"question-answering"},{"field":"cardMetadata.pipelineTag","value":"question-answering"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","task-tags-conflict"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":542264583,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"OmerShah","sourceUrl":"https://huggingface.co/OmerShah/MedGemma","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","transformers","safetensors","gemma3_text","text-generation","medical","biology","chemistry","question-answering","en","dataset:miriad/miriad-4.4m","base_model:google/gemma-3-270m","base_model:finetune:google/gemma-3-270m","license:mit","text-generation-inference","endpoints_compatible","region:us","llm","miriad/miriad-4.4m","accuracy"],"task":"question-answering","modality":"text","framework":"transformers","formats":["gitattributes","md","json","jinja","png","safetensors","model"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":["accuracy"],"datasets":["miriad/miriad-4.4M"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/OmerShah/MedGemma","evalResults":[],"libraryName":"transformers","pipelineTag":"question-answering","cardDataKeys":["base_model","datasets","language","library_name","license","metrics","pipeline_tag","tags"],"semanticText":"question-answering transformers llm model en miriad/miriad-4.4m accuracy safetensors","semanticTerms":["question-answering","transformers","llm","model","en","miriad/miriad-4.4m","accuracy","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2307},{"lfs":false,"path":"README.md","sizeBytes":1663},{"lfs":false,"path":"added_tokens.json","sizeBytes":35},{"lfs":false,"path":"chat_template.jinja","sizeBytes":1534},{"lfs":false,"path":"config.json","sizeBytes":1406},{"lfs":false,"path":"generation_config.json","sizeBytes":233},{"lfs":false,"path":"gitattributes","sizeBytes":1706},{"lfs":true,"path":"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.","sizeBytes":187671},{"lfs":true,"path":"model.safetensors","sizeBytes":536222928},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":670},{"lfs":true,"path":"tokenizer.model","sizeBytes":4689074},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1155356}],"modelIndexNames":[]},"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":542264583,"sizeKnown":true,"sizeLabel":"517.1 MB","sizeReason":"","declaredSizeBytes":542264583,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":73,"stars":3,"citations":0,"updatedAt":"2026-09-24T19:10:40.789Z","createdAt":"2026-09-24T19:08:57.957Z","version":"hf-main","upstream":{"gated":false,"repoId":"OmerShah/MedGemma","private":false,"repoUrl":"https://huggingface.co/OmerShah/MedGemma","disabled":false,"provider":"huggingface","repoType":"model","revision":"ebbc3e3813e49086ba7587c76016f42c7dc7d86c","fetchedAt":"2026-09-24T19:08:57.955Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T19:10:40.789Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":8,"mirroredBytes":542071236,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true},"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":542264583,"label":"517.1 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":73,"upstreamStars":3,"label":"73 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"OmerShah/MedGemma"},{"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: mit","Provenance: OmerShah/MedGemma","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-omershah-medgemma/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":2307,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":1663,"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":"OmerShah/MedGemma"}}},"topTypes":[{"type":"llm","count":1}],"topLicenses":[{"license":"mit","count":1}],"sourceCounts":[{"source":"huggingface","count":1}],"worksWith":[],"links":{"web":"https://huggingbay.xyz/publishers/OmerShah","api":"https://huggingbay.xyz/api/publishers/OmerShah","artifacts":"https://huggingbay.xyz/api/artifacts?summary=1&owner=OmerShah&limit=50","apply":"https://huggingbay.xyz/publishers/apply"},"artifacts":[{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":8,"mirroredBytes":542071236,"readinessCheckedAt":"2026-10-25T03:36:08.106Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":8,"mirroredBytes":542071236,"readinessCheckedAt":"2026-10-25T03:36:08.106Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-omershah-medgemma","owner":"OmerShah","name":"MedGemma","repo":"OmerShah/MedGemma","type":"llm","summary":"Model from Hugging Face for question answering: OmerShah/MedGemma · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for answering questions.","confidence":"low","task":"question-answering","audience":null,"basis":"recorded-metadata","rules":["task:question-answering"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"question-answering"},{"field":"cardMetadata.pipelineTag","value":"question-answering"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","task-tags-conflict"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":542264583,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"OmerShah","sourceUrl":"https://huggingface.co/OmerShah/MedGemma","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","transformers","safetensors","gemma3_text","text-generation","medical","biology","chemistry","question-answering","en","dataset:miriad/miriad-4.4m","base_model:google/gemma-3-270m","base_model:finetune:google/gemma-3-270m","license:mit","text-generation-inference","endpoints_compatible","region:us","llm","miriad/miriad-4.4m","accuracy"],"task":"question-answering","modality":"text","framework":"transformers","formats":["gitattributes","md","json","jinja","png","safetensors","model"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":["accuracy"],"datasets":["miriad/miriad-4.4M"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/OmerShah/MedGemma","evalResults":[],"libraryName":"transformers","pipelineTag":"question-answering","cardDataKeys":["base_model","datasets","language","library_name","license","metrics","pipeline_tag","tags"],"semanticText":"question-answering transformers llm model en miriad/miriad-4.4m accuracy safetensors","semanticTerms":["question-answering","transformers","llm","model","en","miriad/miriad-4.4m","accuracy","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2307},{"lfs":false,"path":"README.md","sizeBytes":1663},{"lfs":false,"path":"added_tokens.json","sizeBytes":35},{"lfs":false,"path":"chat_template.jinja","sizeBytes":1534},{"lfs":false,"path":"config.json","sizeBytes":1406},{"lfs":false,"path":"generation_config.json","sizeBytes":233},{"lfs":false,"path":"gitattributes","sizeBytes":1706},{"lfs":true,"path":"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.","sizeBytes":187671},{"lfs":true,"path":"model.safetensors","sizeBytes":536222928},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":670},{"lfs":true,"path":"tokenizer.model","sizeBytes":4689074},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1155356}],"modelIndexNames":[]},"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":542264583,"sizeKnown":true,"sizeLabel":"517.1 MB","sizeReason":"","declaredSizeBytes":542264583,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":73,"stars":3,"citations":0,"updatedAt":"2026-09-24T19:10:40.789Z","createdAt":"2026-09-24T19:08:57.957Z","version":"hf-main","upstream":{"gated":false,"repoId":"OmerShah/MedGemma","private":false,"repoUrl":"https://huggingface.co/OmerShah/MedGemma","disabled":false,"provider":"huggingface","repoType":"model","revision":"ebbc3e3813e49086ba7587c76016f42c7dc7d86c","fetchedAt":"2026-09-24T19:08:57.955Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T19:10:40.789Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":8,"mirroredBytes":542071236,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true},"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":542264583,"label":"517.1 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":73,"upstreamStars":3,"label":"73 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"OmerShah/MedGemma"},{"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: mit","Provenance: OmerShah/MedGemma","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-omershah-medgemma/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":2307,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":1663,"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":"OmerShah/MedGemma"}}}],"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."}}