{"schemaVersion":"hugging-bay.artifact-distribution.v1","downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-02T14:29:05.991Z","serveEvaluationId":"serve-6f8921219121a0402bddb7974d3d7ce3696970b855dd1ea187bf19bc06560979","readiness":"ready","downloadReady":true,"hostedFileCount":6,"mirroredBytes":441159012,"readinessCheckedAt":"2026-11-02T14:29:06.128Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-02T14:29:05.991Z","serveEvaluationId":"serve-6f8921219121a0402bddb7974d3d7ce3696970b855dd1ea187bf19bc06560979","readiness":"ready","downloadReady":true,"hostedFileCount":6,"mirroredBytes":441159012,"readinessCheckedAt":"2026-11-02T14:29:05.991Z","readinessSource":"file-check","degraded":false,"stale":false},"generatedAt":"2026-11-02T14:29:06.131Z","baseUrl":"https://huggingbay.xyz","artifact":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-02T14:29:05.991Z","readiness":"unknown","downloadReady":null,"hostedFileCount":6,"mirroredBytes":441159012,"readinessCheckedAt":"2026-11-02T14:29:06.128Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-02T14:29:05.991Z","readiness":"unknown","downloadReady":null,"hostedFileCount":6,"mirroredBytes":441159012,"readinessCheckedAt":"2026-11-02T14:29:05.991Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"id":"hf-model-microsoft-biomedvlp-biovil-t","owner":"microsoft","name":"BiomedVLP-BioViL-T","repo":"microsoft/BiomedVLP-BioViL-T","type":"embedding","summary":"Model from Hugging Face for feature extraction: microsoft/BiomedVLP-BioViL-T · transformers","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":"cardMetadata.license","value":"mit"},{"field":"task","value":"feature-extraction"},{"field":"cardMetadata.pipelineTag","value":"feature-extraction"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":991878921,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"microsoft","sourceUrl":"https://huggingface.co/microsoft/BiomedVLP-BioViL-T","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","mit","transformers","pytorch","safetensors","feature-extraction","exbert","custom_code","en","arxiv:2301.04558","arxiv:2204.09817","license:mit","region:us","embedding"],"task":"feature-extraction","modality":"text","framework":"transformers","formats":["gitattributes","md","pt","json","py","safetensors","bin","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":["2301.04558","2204.09817"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/microsoft/BiomedVLP-BioViL-T","evalResults":[],"libraryName":"transformers","pipelineTag":"feature-extraction","cardDataKeys":["language","license","tags","widget"],"semanticText":"feature-extraction transformers embedding model en safetensors","semanticTerms":["feature-extraction","transformers","embedding","model","en","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1477},{"lfs":false,"path":"README.md","sizeBytes":12722},{"lfs":true,"path":"biovil_t_image_model_proj_size_128.pt","sizeBytes":109745561},{"lfs":false,"path":"config.json","sizeBytes":803},{"lfs":false,"path":"configuration_cxrbert.py","sizeBytes":888},{"lfs":true,"path":"model.safetensors","sizeBytes":440909232},{"lfs":false,"path":"modeling_cxrbert.py","sizeBytes":5876},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":440966107},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":112},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":741},{"lfs":false,"path":"vocab.txt","sizeBytes":235402}],"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":991878921,"sizeKnown":true,"sizeLabel":"945.9 MB","sizeReason":"","declaredSizeBytes":991878921,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":4896,"stars":51,"citations":0,"updatedAt":"2026-08-28T17:46:18.121Z","createdAt":"2026-06-30T01:47:35.183Z","version":"hf-main","upstream":{"gated":false,"repoId":"microsoft/BiomedVLP-BioViL-T","private":false,"repoUrl":"https://huggingface.co/microsoft/BiomedVLP-BioViL-T","disabled":false,"provider":"huggingface","repoType":"model","revision":"692f09e9be1bfe5fdd5f3efdd0e1eca7d2c10b23","fetchedAt":"2026-08-28T17:30:36.324Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"unknown","mirroredAt":"2026-08-28T17:46:18.121Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":6,"mirroredBytes":441159012,"mirroredFiles":6,"storageProvider":"gcs","hosted":null,"downloadable":null,"verified":false,"completeRunnable":null,"runReady":null,"refreshedAt":null,"stale":false,"downloadReady":null,"serveAuthority":"live-serve-decision","bytesOnStorage":true,"readiness":"unknown","obtainReady":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"mirrorCompletion":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"completeRunnable":false,"verified":false,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_efd7b9a222e0549869023b0ac37161ab322695a38b0a4779669f24a1608fb322","artifactId":"hf-model-microsoft-biomedvlp-biovil-t","representationId":"rep-fed18fbbd4cf5bb063b4800efb0221fac37c4bc483beef1c45356c681c6ed3fd","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-fed18fbbd4cf5bb063b4800efb0221fac37c4bc483beef1c45356c681c6ed3fd","artifactId":"hf-model-microsoft-biomedvlp-biovil-t","format":"safetensors","source":{"provider":"huggingface","identity":"microsoft/BiomedVLP-BioViL-T","revision":"692f09e9be1bfe5fdd5f3efdd0e1eca7d2c10b23","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":12722,"sha256":"sha256:24fd9534b62368919f5cdc144e473d1611fad4347994ac634a9e8dc1acfc4965","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a22d0e31b6fa605f6c6cf3a66edbd7752cd30583895349d93828d1a1751e99da"},{"path":"config.json","role":"config","sizeBytes":803,"sha256":"sha256:58a8ead5bdbe8b71e396cd094746779dc929954841282f94b6c100f0fe009a88","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5b074f1581ddd5d0ae8f4b0efc3db510688320580dab319f0e10dc92461f0a83"},{"path":"model.safetensors","role":"weight","sizeBytes":440909232,"sha256":"sha256:70bed344872e0a4f4dca2352564c44f44cb7a9cfcac3d878be2dd08a5fff9aba","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f1066f378cc27a154b3ea2a46a2d9083251bbde684b5eba1748e64bacd4072f2"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":112,"sha256":"sha256:303df45a03609e4ead04bc3dc1536d0ab19b5358db685b6f3da123d05ec200e3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:872c56ce03c10516a0e48075601f18ea7c878a73a0c55d136f408ac131a5e1aa"},{"path":"tokenizer_config.json","role":"config","sizeBytes":741,"sha256":"sha256:971d7e13339bf707b96ed1b2196371a84bf66f6cafcc9ac55feadd44d3031fd9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a9ea864ed49975a48a81d13ef916933d32400ef0e9b9b54d2d2d12189a296567"},{"path":"vocab.txt","role":"tokenizer","sizeBytes":235402,"sha256":"sha256:e025f479c3a7ce6e248971bfe1b409708db0439e9488d30e254f81f27f75d678","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0f6595a92e7cba0777a06690158d8b89f27cb07f6f85e62da9e4103c1e397a99"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:766fa7248ecf462366c294ecd018ec9630697b0b2ca38896e80da718e9d408c4","representationDigest":"sha256:a214e3385bdace4f3d0d69cfccfede224341ae2d61bb25c03bbef7d1c55f811e","evidenceSnapshotDigest":"sha256:72b69aa590f6e4ecaa743c34586f2c761382bf28a4d1f34f39bd58d40496c7d5","evaluatedAt":"2026-08-28T17:46:18.338Z","authorityVersion":"sha256:63ee9695edd3510efdf865a326f959c253c6e9d5fabce02d7045c61c8b48cdda","invalidatedBy":null,"manifestFinal":true,"downloadable":false,"hosted":true,"hostedFiles":6,"serveAuthority":"live-serve-decision","individuallyHashedFiles":6,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":6,"strictlyDownloadableFiles":6,"strictlyDownloadableHashedFiles":6,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":11,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-02T14:29:06.128Z","evidence_url":"/api/manifests/hf-model-microsoft-biomedvlp-biovil-t"},"lastKnownAnswer":"Ready to download"},"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":"unknown","hosted":null,"fileCount":11,"publicDownloadableFileCount":6,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":991878921,"label":"945.9 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":4896,"upstreamStars":51,"label":"4.9K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"microsoft/BiomedVLP-BioViL-T"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/11 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: mit","Provenance: microsoft/BiomedVLP-BioViL-T","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":6,"externalFiles":5,"totalFiles":11},"action":{"id":"download","label":"Download exact selected bytes","detail":"The selected immutable representation is byte-complete; runtime compatibility is not established.","href":"/api/v1/artifacts/hf-model-microsoft-biomedvlp-biovil-t/download-plan"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1477,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":12722,"format":"md","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"},{"path":"biovil_t_image_model_proj_size_128.pt","sizeBytes":109745561,"format":"pt","risk":"medium","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"config.json","sizeBytes":803,"format":"json","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"},{"path":"configuration_cxrbert.py","sizeBytes":888,"format":"py","risk":"medium","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":"microsoft/BiomedVLP-BioViL-T"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-02T14:29:06.128Z","evidence_url":"/api/manifests/hf-model-microsoft-biomedvlp-biovil-t"},"obtainReady":null,"runReady":null,"recommendedFile":null},"policy":{"verifiedHostedFirst":true,"peerFallbacksRequireReview":true,"licenseMirrorAllowed":true,"noGatedPrivateBypass":true,"noUnreviewedMagnetPublication":true,"note":"Hugging Bay is a verified catalog and selective mirror. Peer-assisted fallback metadata is accepted only for review and is published only after source, license, provenance, and safety checks."},"hostedDownloads":{"status":"hosted","hosted":true,"hostedFiles":6,"readiness":"ready","downloadReady":true,"degraded":false,"stale":false,"serveDecision":{"state":"READY","authority":"live-serve-decision"},"filesUrl":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-biomedvlp-biovil-t/files?limit=100","downloadableFilesUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-microsoft-biomedvlp-biovil-t&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-microsoft-biomedvlp-biovil-t","torrentUrl":null,"magnetUri":null,"torrent":{"status":"unavailable","torrentUrl":null,"magnetUri":null,"reason":"fresh_torrent_generation_unavailable"},"reviewedPeerFallbackReady":true,"reviewedPeerFallbackFiles":0,"reviewedPeerFallbackCount":0,"peerFallbackReadinessUrl":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-biomedvlp-biovil-t/distribution","rows":[{"artifactId":"hf-model-microsoft-biomedvlp-biovil-t","visibility":"public","owner":"microsoft","name":"BiomedVLP-BioViL-T","repo":"microsoft/BiomedVLP-BioViL-T","type":"embedding","task":"feature-extraction","modality":"text","tags":["huggingface-import","external-catalog","model","mit","transformers","pytorch","safetensors","feature-extraction","exbert","custom_code","en","arxiv:2301.04558","arxiv:2204.09817","license:mit","region:us","embedding"],"license":"mit","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for feature extraction: microsoft/BiomedVLP-BioViL-T · transformers","baseModel":null,"downloadCount":4896,"filePath":"config.json","format":"json","risk":"low","sizeBytes":803,"storageSizeBytes":803,"sha256":"58a8ead5bdbe8b71e396cd094746779dc929954841282f94b6c100f0fe009a88","byteVerifiedAt":"2026-08-28T17:46:13.943Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"unknown","hosted":null,"downloadAuthorized":true,"downloadable":null,"downloadUrl":"/api/downloads/hf-model-microsoft-biomedvlp-biovil-t/config.json","manifestUrl":"/api/manifests/hf-model-microsoft-biomedvlp-biovil-t","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","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":"2026-09-02T16:21:25.695Z","tools":[],"peerFallbacks":[],"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-02T14:29:05.991Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":803,"readinessCheckedAt":"2026-11-02T14:29:06.128Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-02T14:29:05.991Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":803,"readinessCheckedAt":"2026-11-02T14:29:05.991Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-02T14:29:06.128Z","evidence_url":"/api/manifests/hf-model-microsoft-biomedvlp-biovil-t"},"signature_state":"signed","obtainReady":null,"runReady":null,"recommendedFile":null},{"artifactId":"hf-model-microsoft-biomedvlp-biovil-t","visibility":"public","owner":"microsoft","name":"BiomedVLP-BioViL-T","repo":"microsoft/BiomedVLP-BioViL-T","type":"embedding","task":"feature-extraction","modality":"text","tags":["huggingface-import","external-catalog","model","mit","transformers","pytorch","safetensors","feature-extraction","exbert","custom_code","en","arxiv:2301.04558","arxiv:2204.09817","license:mit","region:us","embedding"],"license":"mit","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for feature extraction: microsoft/BiomedVLP-BioViL-T · transformers","baseModel":null,"downloadCount":4896,"filePath":"model.safetensors","format":"safetensors","risk":"low","sizeBytes":440909232,"storageSizeBytes":440909232,"sha256":"70bed344872e0a4f4dca2352564c44f44cb7a9cfcac3d878be2dd08a5fff9aba","byteVerifiedAt":"2026-08-28T17:46:17.037Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"unknown","hosted":null,"downloadAuthorized":true,"downloadable":null,"downloadUrl":"/api/downloads/hf-model-microsoft-biomedvlp-biovil-t/model.safetensors","manifestUrl":"/api/manifests/hf-model-microsoft-biomedvlp-biovil-t","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","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":"2026-09-02T16:21:25.695Z","tools":[],"peerFallbacks":[],"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-02T14:29:05.991Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":440909232,"readinessCheckedAt":"2026-11-02T14:29:06.128Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-02T14:29:05.991Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":440909232,"readinessCheckedAt":"2026-11-02T14:29:05.991Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-02T14:29:06.128Z","evidence_url":"/api/manifests/hf-model-microsoft-biomedvlp-biovil-t"},"signature_state":"signed","obtainReady":null,"runReady":null,"recommendedFile":null},{"artifactId":"hf-model-microsoft-biomedvlp-biovil-t","visibility":"public","owner":"microsoft","name":"BiomedVLP-BioViL-T","repo":"microsoft/BiomedVLP-BioViL-T","type":"embedding","task":"feature-extraction","modality":"text","tags":["huggingface-import","external-catalog","model","mit","transformers","pytorch","safetensors","feature-extraction","exbert","custom_code","en","arxiv:2301.04558","arxiv:2204.09817","license:mit","region:us","embedding"],"license":"mit","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for feature extraction: microsoft/BiomedVLP-BioViL-T · transformers","baseModel":null,"downloadCount":4896,"filePath":"README.md","format":"md","risk":"low","sizeBytes":12722,"storageSizeBytes":12722,"sha256":"24fd9534b62368919f5cdc144e473d1611fad4347994ac634a9e8dc1acfc4965","byteVerifiedAt":"2026-08-28T17:46:13.830Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"unknown","hosted":null,"downloadAuthorized":true,"downloadable":null,"downloadUrl":"/api/downloads/hf-model-microsoft-biomedvlp-biovil-t/README.md","manifestUrl":"/api/manifests/hf-model-microsoft-biomedvlp-biovil-t","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","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":"2026-09-02T16:21:25.695Z","tools":[],"peerFallbacks":[],"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-02T14:29:05.991Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":12722,"readinessCheckedAt":"2026-11-02T14:29:06.128Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-02T14:29:05.991Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":12722,"readinessCheckedAt":"2026-11-02T14:29:05.991Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-02T14:29:06.128Z","evidence_url":"/api/manifests/hf-model-microsoft-biomedvlp-biovil-t"},"signature_state":"signed","obtainReady":null,"runReady":null,"recommendedFile":null},{"artifactId":"hf-model-microsoft-biomedvlp-biovil-t","visibility":"public","owner":"microsoft","name":"BiomedVLP-BioViL-T","repo":"microsoft/BiomedVLP-BioViL-T","type":"embedding","task":"feature-extraction","modality":"text","tags":["huggingface-import","external-catalog","model","mit","transformers","pytorch","safetensors","feature-extraction","exbert","custom_code","en","arxiv:2301.04558","arxiv:2204.09817","license:mit","region:us","embedding"],"license":"mit","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for feature extraction: microsoft/BiomedVLP-BioViL-T · transformers","baseModel":null,"downloadCount":4896,"filePath":"special_tokens_map.json","format":"json","risk":"low","sizeBytes":112,"storageSizeBytes":112,"sha256":"303df45a03609e4ead04bc3dc1536d0ab19b5358db685b6f3da123d05ec200e3","byteVerifiedAt":"2026-08-28T17:46:17.202Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"unknown","hosted":null,"downloadAuthorized":true,"downloadable":null,"downloadUrl":"/api/downloads/hf-model-microsoft-biomedvlp-biovil-t/special_tokens_map.json","manifestUrl":"/api/manifests/hf-model-microsoft-biomedvlp-biovil-t","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","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":"2026-09-02T16:21:25.695Z","tools":[],"peerFallbacks":[],"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-02T14:29:05.991Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":112,"readinessCheckedAt":"2026-11-02T14:29:06.128Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-02T14:29:05.991Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":112,"readinessCheckedAt":"2026-11-02T14:29:05.991Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-02T14:29:06.128Z","evidence_url":"/api/manifests/hf-model-microsoft-biomedvlp-biovil-t"},"signature_state":"signed","obtainReady":null,"runReady":null,"recommendedFile":null},{"artifactId":"hf-model-microsoft-biomedvlp-biovil-t","visibility":"public","owner":"microsoft","name":"BiomedVLP-BioViL-T","repo":"microsoft/BiomedVLP-BioViL-T","type":"embedding","task":"feature-extraction","modality":"text","tags":["huggingface-import","external-catalog","model","mit","transformers","pytorch","safetensors","feature-extraction","exbert","custom_code","en","arxiv:2301.04558","arxiv:2204.09817","license:mit","region:us","embedding"],"license":"mit","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for feature extraction: microsoft/BiomedVLP-BioViL-T · transformers","baseModel":null,"downloadCount":4896,"filePath":"tokenizer_config.json","format":"json","risk":"low","sizeBytes":741,"storageSizeBytes":741,"sha256":"971d7e13339bf707b96ed1b2196371a84bf66f6cafcc9ac55feadd44d3031fd9","byteVerifiedAt":"2026-08-28T17:46:17.368Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"unknown","hosted":null,"downloadAuthorized":true,"downloadable":null,"downloadUrl":"/api/downloads/hf-model-microsoft-biomedvlp-biovil-t/tokenizer_config.json","manifestUrl":"/api/manifests/hf-model-microsoft-biomedvlp-biovil-t","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","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":"2026-09-02T16:21:25.695Z","tools":[],"peerFallbacks":[],"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-02T14:29:05.991Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":741,"readinessCheckedAt":"2026-11-02T14:29:06.128Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-02T14:29:05.991Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":741,"readinessCheckedAt":"2026-11-02T14:29:05.991Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-02T14:29:06.128Z","evidence_url":"/api/manifests/hf-model-microsoft-biomedvlp-biovil-t"},"signature_state":"signed","obtainReady":null,"runReady":null,"recommendedFile":null},{"artifactId":"hf-model-microsoft-biomedvlp-biovil-t","visibility":"public","owner":"microsoft","name":"BiomedVLP-BioViL-T","repo":"microsoft/BiomedVLP-BioViL-T","type":"embedding","task":"feature-extraction","modality":"text","tags":["huggingface-import","external-catalog","model","mit","transformers","pytorch","safetensors","feature-extraction","exbert","custom_code","en","arxiv:2301.04558","arxiv:2204.09817","license:mit","region:us","embedding"],"license":"mit","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for feature extraction: microsoft/BiomedVLP-BioViL-T · transformers","baseModel":null,"downloadCount":4896,"filePath":"vocab.txt","format":"txt","risk":"low","sizeBytes":235402,"storageSizeBytes":235402,"sha256":"e025f479c3a7ce6e248971bfe1b409708db0439e9488d30e254f81f27f75d678","byteVerifiedAt":"2026-08-28T17:46:17.490Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"unknown","hosted":null,"downloadAuthorized":true,"downloadable":null,"downloadUrl":"/api/downloads/hf-model-microsoft-biomedvlp-biovil-t/vocab.txt","manifestUrl":"/api/manifests/hf-model-microsoft-biomedvlp-biovil-t","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","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":"2026-09-02T16:21:25.695Z","tools":[],"peerFallbacks":[],"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-02T14:29:05.991Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":235402,"readinessCheckedAt":"2026-11-02T14:29:06.128Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":null,"downloadStatus":"UNKNOWN","reasonCodes":["no-tested-run-plan","inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","serveEvaluatedAt":"2026-11-02T14:29:05.991Z","readiness":"unknown","downloadReady":null,"hostedFileCount":1,"mirroredBytes":235402,"readinessCheckedAt":"2026-11-02T14:29:05.991Z","readinessSource":"file-check","degraded":false,"stale":false,"obtainReady":null,"hosted":null,"runReady":null},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-02T14:29:06.128Z","evidence_url":"/api/manifests/hf-model-microsoft-biomedvlp-biovil-t"},"signature_state":"signed","obtainReady":null,"runReady":null,"recommendedFile":null}]},"upstream":{"provider":"huggingface","repoId":"microsoft/BiomedVLP-BioViL-T","repoUrl":"https://huggingface.co/microsoft/BiomedVLP-BioViL-T","externalMetadataOnly":false},"decentralizedFallbacks":{"protocol":"bittorrent-magnet-metadata","verifiedCount":0,"pendingReviewCount":0,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-biomedvlp-biovil-t/decentralized-fallbacks","reviewQueueUrl":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-biomedvlp-biovil-t/distribution","verified":[],"pendingReview":[],"readiness":{"status":"ready-for-reviewed-fallback","ready":true,"reviewRequired":true,"publishActualMagnetOnlyAfterReview":true,"protocol":"bittorrent-magnet-metadata","torrentName":"microsoft-BiomedVLP-BioViL-T","licenseAllowed":true,"sameAsUpstreamRequired":true,"sourceUrl":"https://huggingface.co/microsoft/BiomedVLP-BioViL-T","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-microsoft-biomedvlp-biovil-t","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-biomedvlp-biovil-t/distribution","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-microsoft-biomedvlp-biovil-t","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-biomedvlp-biovil-t/download-plan","requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-biomedvlp-biovil-t/decentralized-fallbacks","manifestDigest":"sha256:327da94f5d55e38afda9b18e86078e20909f8089e1440965b01bd19184ee0c57","fileCount":6,"totalBytes":441159012,"files":[{"path":"","sizeBytes":803,"sha256":"58a8ead5bdbe8b71e396cd094746779dc929954841282f94b6c100f0fe009a88","downloadUrl":"/api/downloads/hf-model-microsoft-biomedvlp-biovil-t/config.json"},{"path":"","sizeBytes":440909232,"sha256":"70bed344872e0a4f4dca2352564c44f44cb7a9cfcac3d878be2dd08a5fff9aba","downloadUrl":"/api/downloads/hf-model-microsoft-biomedvlp-biovil-t/model.safetensors"},{"path":"","sizeBytes":12722,"sha256":"24fd9534b62368919f5cdc144e473d1611fad4347994ac634a9e8dc1acfc4965","downloadUrl":"/api/downloads/hf-model-microsoft-biomedvlp-biovil-t/README.md"},{"path":"","sizeBytes":112,"sha256":"303df45a03609e4ead04bc3dc1536d0ab19b5358db685b6f3da123d05ec200e3","downloadUrl":"/api/downloads/hf-model-microsoft-biomedvlp-biovil-t/special_tokens_map.json"},{"path":"","sizeBytes":741,"sha256":"971d7e13339bf707b96ed1b2196371a84bf66f6cafcc9ac55feadd44d3031fd9","downloadUrl":"/api/downloads/hf-model-microsoft-biomedvlp-biovil-t/tokenizer_config.json"},{"path":"","sizeBytes":235402,"sha256":"e025f479c3a7ce6e248971bfe1b409708db0439e9488d30e254f81f27f75d678","downloadUrl":"/api/downloads/hf-model-microsoft-biomedvlp-biovil-t/vocab.txt"}],"blockers":[],"requiredEvidence":["magnet URI with btih info hash","source URL proving the torrent maps to this public upstream release","SHA-256 or signed manifest evidence for each hosted file","reviewer note confirming license, provenance, scan, and same-as-upstream checks"],"guidance":"This hosted artifact has enough signed hash/provenance metadata for a reviewed torrent or magnet fallback request; submit the magnet for review before publication."}},"recommendedFlow":["Prefer hostedDownloads rows and verify SHA-256/manifest before runtime use.","If a legitimate torrent/magnet already exists for this open artifact, submit it to decentralizedFallbacks.requestUrl for review.","Do not use Hugging Bay to bypass gated, private, removed, or unknown-license sources."],"actions":{"web":"https://huggingbay.xyz/artifact/hf-model-microsoft-biomedvlp-biovil-t/distribution","submitFallback":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-biomedvlp-biovil-t/decentralized-fallbacks","body":{"magnetUri":"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.","sourceUrl":"https://huggingface.co/microsoft/BiomedVLP-BioViL-T","useCase":"community resilience fallback"}},"requestHostedMirror":null},"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":6,"peerFallbacks":{"schemaVersion":"hugging-bay.peer-fallbacks.v1","generatedAt":"2026-11-02T14:29:06.133Z","baseUrl":"https://huggingbay.xyz","artifact":{"id":"hf-model-microsoft-biomedvlp-biovil-t","repo":"microsoft/BiomedVLP-BioViL-T","owner":"microsoft","name":"BiomedVLP-BioViL-T","type":"embedding","license":"mit","hostingStatus":"hosted","sourceUrl":"https://huggingface.co/microsoft/BiomedVLP-BioViL-T"},"policy":{"reviewRequired":true,"noUnreviewedMagnetPublication":true,"noGatedPrivateBypass":true,"hostedHashVerificationRequired":true,"directTorrentGeneration":false,"note":"Hosted torrents are generated only from the exact serving-eligibility authority with full-byte verification. Third-party peer-fallback metadata remains separately review-gated and unreviewed magnets are never published."},"summary":{"hostedFiles":6,"filesWithReviewedFallbacks":0,"reviewedFileFallbacks":0,"reviewedArtifactFallbacks":0,"reviewedFallbacks":0,"reviewedTorrentSources":0,"pendingReviewRequests":0,"ready":false},"readiness":{"state":"unknown","completeRunnable":false,"verified":false,"runReady":false,"reason":"recorded-evaluator-not-integrated"},"verifiedFallbacks":[],"files":[],"pendingReview":[],"actions":{"web":"https://huggingbay.xyz/artifact/hf-model-microsoft-biomedvlp-biovil-t/peer-fallbacks","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-biomedvlp-biovil-t/distribution","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-biomedvlp-biovil-t/download-plan","hostedDownloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-microsoft-biomedvlp-biovil-t&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-microsoft-biomedvlp-biovil-t","generatedTorrentUrl":null,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-microsoft-biomedvlp-biovil-t/decentralized-fallbacks","artifactUrl":"https://huggingbay.xyz/artifact/hf-model-microsoft-biomedvlp-biovil-t","releaseUrl":"https://huggingbay.xyz/releases/hf-model-microsoft-biomedvlp-biovil-t"},"commands":[],"guidance":["Inspect hosted file hashes separately; they do not establish bundle completeness or runtime readiness.","Peer fallback metadata is informational and does not establish a verified or runnable bundle.","Submit legitimate open-artifact magnet metadata through actions.requestUrl; unreviewed submissions remain hidden."]},"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.","downloadable":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-02T14:29:06.128Z","evidence_url":"/api/manifests/hf-model-microsoft-biomedvlp-biovil-t"}}