{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-21T09:59:26.032Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-vmware-bert-large-mrqa","repo":"VMware/bert-large-mrqa","artifact":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":3,"mirroredBytes":1336429376,"readinessCheckedAt":"2026-10-21T09:50:04.738Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":3,"mirroredBytes":1336429376,"readinessCheckedAt":"2026-10-21T09:50:04.738Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-vmware-bert-large-mrqa","owner":"VMware","name":"bert-large-mrqa","repo":"VMware/bert-large-mrqa","type":"llm","summary":"Model from Hugging Face for question answering: VMware/bert-large-mrqa · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for answering questions.","confidence":"medium","task":"question-answering","audience":null,"basis":"recorded-metadata","rules":["task:question-answering"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"question-answering"},{"field":"cardMetadata.pipelineTag","value":"question-answering"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2673892791,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"VMware","sourceUrl":"https://huggingface.co/VMware/bert-large-mrqa","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","transformers","pytorch","safetensors","bert","question-answering","en","dataset:mrqa","license:apache-2.0","model-index","endpoints_compatible","region:us","llm","mrqa","exact_match","f1","vmware/bert-large-mrqa"],"task":"question-answering","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","bin","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["exact_match","f1"],"datasets":["mrqa"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/VMware/bert-large-mrqa","evalResults":[{"task":"Question-Answering","score":"69.52","metric":"Eval EM","verified":false,"benchmark":"MRQA"},{"task":"Question-Answering","score":"80.5","metric":"Eval F1","verified":false,"benchmark":"MRQA"},{"task":"Question-Answering","score":"55","metric":"Test EM","verified":false,"benchmark":"MRQA"},{"task":"Question-Answering","score":"65.78","metric":"Test F1","verified":false,"benchmark":"MRQA"}],"libraryName":"transformers","pipelineTag":"question-answering","cardDataKeys":["datasets","language","license","metrics","model-index"],"semanticText":"question-answering transformers llm model en mrqa exact_match f1 vmware/bert-large-mrqa safetensors","semanticTerms":["question-answering","transformers","llm","model","en","mrqa","exact_match","f1","vmware/bert-large-mrqa","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1477},{"lfs":false,"path":"README.md","sizeBytes":6220},{"lfs":false,"path":"config.json","sizeBytes":675},{"lfs":true,"path":"model.safetensors","sizeBytes":1336428352},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":1336512689},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":125},{"lfs":false,"path":"tokenizer.json","sizeBytes":711396},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":349},{"lfs":false,"path":"vocab.txt","sizeBytes":231508}],"modelIndexNames":["VMware/bert-large-mrqa"]},"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":2673892791,"sizeKnown":true,"sizeLabel":"2.5 GB","sizeReason":"","declaredSizeBytes":2673892791,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":20,"stars":1,"citations":0,"updatedAt":"2026-09-25T11:28:29.287Z","createdAt":"2026-09-25T11:26:51.906Z","version":"hf-main","upstream":{"gated":false,"repoId":"VMware/bert-large-mrqa","private":false,"repoUrl":"https://huggingface.co/VMware/bert-large-mrqa","disabled":false,"provider":"huggingface","repoType":"model","revision":"340abc225d700e26108d3e673ac3d31bab30d171","fetchedAt":"2026-09-25T11:26:51.904Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-25T11:28:29.287Z","mirroredBy":"mirror-batch-worker","totalFiles":9,"hostedFiles":3,"mirroredBytes":1336429376,"mirroredFiles":3,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true},"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_e98abb664a0a436b64fdad2faa2bb763f0e60e9bab16e03f9cd9b09c00b6214b","artifactId":"hf-model-vmware-bert-large-mrqa","representationId":"rep-ded4e9caaaeb029c465b8c1f853877bdd6731c4738c029d970aa4742bac7cf09","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-ded4e9caaaeb029c465b8c1f853877bdd6731c4738c029d970aa4742bac7cf09","artifactId":"hf-model-vmware-bert-large-mrqa","format":"safetensors","source":{"provider":"huggingface","identity":"VMware/bert-large-mrqa","revision":"340abc225d700e26108d3e673ac3d31bab30d171","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":675,"sha256":"sha256:6c3ed1846de1adcd5cef28111f43c3d219cb3fc34365c7bb1f3deecd43fb352c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7620e0c162c2483a7db2ed653db1ae4123da95db8404a1e97922624f2f4f496f"},{"path":"model.safetensors","role":"weight","sizeBytes":1336428352,"sha256":"sha256:34a3a2a169d7df33940698aeaf11e3ebf2ab23a4b529756ba5426941e86e71dc","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:199283874c19175eca3f9a6a5cd53bff0c0817df047e14825532413f82b4c413"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":125,"sha256":"sha256:b6d346be366a7d1d48332dbc9fdf3bf8960b5d879522b7799ddba59e76237ee3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1227b9eb58a69925ddca578766ec4439248c13b9a04d015001cd840ddac1703a"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711396,"sha256":"sha256:d241a60d5e8f04cc1b2b3e9ef7a4921b27bf526d9f6050ab90f9267a1f9e5c66","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:94218b5800bdcaa3454fd0b03ea1232336eacf739401bb468ab0386d5d181638"},{"path":"tokenizer_config.json","role":"config","sizeBytes":349,"sha256":"sha256:80c107818a1f64b29fc85e2d26e375ed7e10986a46b9cab5b77a459ebfeac299","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e4bc2ccc03ca749b592253498c3388678a148f6b07aade22481e03243315ddc3"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:5daf4d0867e5082a0ff640301d2e8a68508dcd572fb632cbe78f940b684a051b","representationDigest":"sha256:4ceda0b05396edfd9001e675c38c63f9df434dd82fbf3d6c2d07b999f3340bb4","evidenceSnapshotDigest":"sha256:d4287c3425c24e03cbfaf4ddf5f8db5cc0e46000e845ea83f0ed3acba7acdd94","evaluatedAt":"2026-09-25T11:28:29.626Z","authorityVersion":"sha256:8c07d7708ff98c10a43bf049b709d61f0c7581c3d10f5d42673726419c297304","invalidatedBy":null,"manifestFinal":false,"downloadable":false,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":5,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":7,"scope":"recorded-postgres-snapshot"},"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."},"communityReviewSummary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"quarantined-untrusted-evidence","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"benchmarkEvidenceSummary":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"hostingStatus":"hosted","hosted":true,"fileCount":7,"publicDownloadableFileCount":3,"externalFileCount":7,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2673892791,"label":"2.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":20,"upstreamStars":1,"label":"20 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":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"VMware/bert-large-mrqa"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"3/7 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: apache-2.0","Provenance: VMware/bert-large-mrqa","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 3/7 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":3,"externalFiles":4,"totalFiles":7},"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-vmware-bert-large-mrqa/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"VMware/bert-large-mrqa"}}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-vmware-bert-large-mrqa/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-bert-large-mrqa/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-bert-large-mrqa/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-vmware-bert-large-mrqa","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-bert-large-mrqa/agent-bundle","summary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"self-reported-unqualified","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"rating":{"count":0,"average":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"categoryAverages":{},"categoryCounts":{},"helpfulCount":0,"reportCount":0,"reportedReviews":0},"verifiedRuns":0,"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"VMware/bert-large-mrqa"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"3/7 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: apache-2.0","Provenance: VMware/bert-large-mrqa","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 3/7 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":3,"externalFiles":4,"totalFiles":7},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-vmware-bert-large-mrqa/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-bert-large-mrqa/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-bert-large-mrqa/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-vmware-bert-large-mrqa","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-bert-large-mrqa/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-bert-large-mrqa/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-bert-large-mrqa/distribution"},"supportedClaims":["VMware/bert-large-mrqa has 0 self-reported, unqualified Hugging Bay community reviews.","VMware/bert-large-mrqa has 0 self-reported run claims; none qualify verification during limited availability.","VMware/bert-large-mrqa has 0 self-reported benchmark or performance evidence items; none affect product decisions."],"claimBoundaries":["This endpoint is an unqualified evidence record. Its contents do not affect ranking, Finder, facts, request state, badges, cards, JSON-LD, or reputation.","Do not treat missing reviews as negative quality evidence.","Do not claim Hugging Bay hosts artifact files unless hosted/downloadable endpoints show hosted rows.","Do not infer safety, legality, or production readiness beyond the displayed license, trust, scan, and review evidence."]},"actions":{"readFullReviews":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-bert-large-mrqa/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-bert-large-mrqa/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-vmware-bert-large-mrqa"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-bert-large-mrqa/agent-bundle"}},"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."}}