{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-21T23:21:11.449Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-vmware-deberta-v3-base-mrqa","repo":"VMware/deberta-v3-base-mrqa","artifact":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":5,"mirroredBytes":744018997,"readinessCheckedAt":"2026-10-21T21:12:46.779Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":5,"mirroredBytes":744018997,"readinessCheckedAt":"2026-10-21T21:12:46.779Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-vmware-deberta-v3-base-mrqa","owner":"VMware","name":"deberta-v3-base-mrqa","repo":"VMware/deberta-v3-base-mrqa","type":"llm","summary":"Model from Hugging Face for question answering: VMware/deberta-v3-base-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":1481895315,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"VMware","sourceUrl":"https://huggingface.co/VMware/deberta-v3-base-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","deberta-v2","question-answering","en","dataset:mrqa","license:apache-2.0","model-index","endpoints_compatible","region:us","llm","mrqa","exact_match","f1","vmware/deberta-v3-base-mrqa"],"task":"question-answering","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","bin","model"],"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/deberta-v3-base-mrqa","evalResults":[{"task":"Question-Answering","score":"71.43","metric":"Eval EM","verified":false,"benchmark":"MRQA"},{"task":"Question-Answering","score":"82.59","metric":"Eval F1","verified":false,"benchmark":"MRQA"},{"task":"Question-Answering","score":"59.49","metric":"Test EM","verified":false,"benchmark":"MRQA"},{"task":"Question-Answering","score":"70.46","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/deberta-v3-base-mrqa safetensors","semanticTerms":["question-answering","transformers","llm","model","en","mrqa","exact_match","f1","vmware/deberta-v3-base-mrqa","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1477},{"lfs":false,"path":"README.md","sizeBytes":6251},{"lfs":false,"path":"added_tokens.json","sizeBytes":23},{"lfs":false,"path":"config.json","sizeBytes":875},{"lfs":true,"path":"model.safetensors","sizeBytes":735360944},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":735403951},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":173},{"lfs":true,"path":"spm.model","sizeBytes":2464616},{"lfs":false,"path":"tokenizer.json","sizeBytes":8656551},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":454}],"modelIndexNames":["VMware/deberta-v3-base-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":1481895315,"sizeKnown":true,"sizeLabel":"1.4 GB","sizeReason":"","declaredSizeBytes":1481895315,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":31,"stars":0,"citations":0,"updatedAt":"2026-09-25T04:51:44.563Z","createdAt":"2026-09-25T04:50:19.311Z","version":"hf-main","upstream":{"gated":false,"repoId":"VMware/deberta-v3-base-mrqa","private":false,"repoUrl":"https://huggingface.co/VMware/deberta-v3-base-mrqa","disabled":false,"provider":"huggingface","repoType":"model","revision":"fab8a839d570f903cb1474bbaaea56a4939250ca","fetchedAt":"2026-09-25T04:50:19.309Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-25T04:51:44.563Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":5,"mirroredBytes":744018997,"mirroredFiles":5,"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_2cde45dd435a70de069984429317a20ba8796e21fa61ab516d42db1f5e665715","artifactId":"hf-model-vmware-deberta-v3-base-mrqa","representationId":"rep-e7e1477dd6534d6ed05ae9f995ca459d48aa97a6a07e6f7f185308ba2706e5c7","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-e7e1477dd6534d6ed05ae9f995ca459d48aa97a6a07e6f7f185308ba2706e5c7","artifactId":"hf-model-vmware-deberta-v3-base-mrqa","format":"safetensors","source":{"provider":"huggingface","identity":"VMware/deberta-v3-base-mrqa","revision":"fab8a839d570f903cb1474bbaaea56a4939250ca","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":23,"sha256":"sha256:dc046d04c9b0ada7ae6f1dc89c465801799acdf0c9a6aab8c15a1b2d5ca4e91f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:22a1fc6ddcbffae1c13cb935a5d1a934a5b89f008f2a3fe50c4ba1a3a9468d76"},{"path":"config.json","role":"config","sizeBytes":875,"sha256":"sha256:afe497ed31a656793b0ccd4db71ab8ccc042654cf70fe362decf28e9cd7cc60f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:224f983b6b9360eaf845947528a7a83b6e5c85708597c182aa2c52ff7250cc72"},{"path":"model.safetensors","role":"weight","sizeBytes":735360944,"sha256":"sha256:6256b916b78f3bc5195d99ab5c2bdba8bb23d7d022aa4e649b515b5dca9f4e59","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8eace87ca99ea2c3a715ea6274fbd63f41059a87c389fae4a684ce680dd22056"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":173,"sha256":"sha256:311de3f4eed9d76a43bf0d71f10e62e086ca65ccce9f15d5da0d2098bf519ecc","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0a8b591e845fc18a1d7f7fe21b22b32ec9212c3c81d0122ae6ee1e275edb9cbb"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":8656551,"sha256":"sha256:a86f883318afa11c8c10466f1bf4efaeb6ded28a52cbe57217a8fa0d0a2a87df","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:311f95cfbadbb52c1248943290da6b54a8e5d189361911d308c125c7a248a33e"},{"path":"tokenizer_config.json","role":"config","sizeBytes":454,"sha256":"sha256:dede30e5a9bf826cb6585c57081bc79ba0072113839a63256afc303ac4973e63","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:038e27eaafe593cb6f5d4b27b688ad00645305b2a68255905147e99ea0d93480"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:4f187983b0697867883004f3a6f0e4b00727363d02b5a9fd4438222787158e0a","representationDigest":"sha256:09830c96fb0705be9b4aca5410e792cf252775e3269394b58d0a29d8b6539e5e","evidenceSnapshotDigest":"sha256:aaf3d171865bf68b21f97fb96d5d9b20b2f165ef3350863d6a4bdb9b6dac3fce","evaluatedAt":"2026-09-25T04:51:45.086Z","authorityVersion":"sha256:1f1463ebb495d18ac77c6f2a1b0eda2bba58f88bff185524371db137ef4769a3","invalidatedBy":null,"manifestFinal":false,"downloadable":false,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":6,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":9,"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":9,"publicDownloadableFileCount":5,"externalFileCount":9,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1481895315,"label":"1.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":31,"upstreamStars":0,"label":"31 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/deberta-v3-base-mrqa"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/9 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/deberta-v3-base-mrqa","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":4,"totalFiles":9},"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-deberta-v3-base-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/deberta-v3-base-mrqa"}}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-vmware-deberta-v3-base-mrqa/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-deberta-v3-base-mrqa/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-deberta-v3-base-mrqa/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-vmware-deberta-v3-base-mrqa","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-deberta-v3-base-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/deberta-v3-base-mrqa"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/9 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/deberta-v3-base-mrqa","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":4,"totalFiles":9},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-vmware-deberta-v3-base-mrqa/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-deberta-v3-base-mrqa/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-deberta-v3-base-mrqa/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-vmware-deberta-v3-base-mrqa","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-deberta-v3-base-mrqa/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-deberta-v3-base-mrqa/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-deberta-v3-base-mrqa/distribution"},"supportedClaims":["VMware/deberta-v3-base-mrqa has 0 self-reported, unqualified Hugging Bay community reviews.","VMware/deberta-v3-base-mrqa has 0 self-reported run claims; none qualify verification during limited availability.","VMware/deberta-v3-base-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-deberta-v3-base-mrqa/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-deberta-v3-base-mrqa/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-vmware-deberta-v3-base-mrqa"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-vmware-deberta-v3-base-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."}}