{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-23T13:39:16.140Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-deepset-deberta-v3-base-squad2","repo":"deepset/deberta-v3-base-squad2","artifact":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-deepset-deberta-v3-base-squad2","owner":"deepset","name":"deberta-v3-base-squad2","repo":"deepset/deberta-v3-base-squad2","type":"llm","summary":"Model from Hugging Face for question answering: deepset/deberta-v3-base-squad2 · 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":"cc-by-4.0"},{"field":"cardMetadata.license","value":"cc-by-4.0"},{"field":"baseModel","value":"microsoft/deberta-v3-base"},{"field":"task","value":"question-answering"},{"field":"cardMetadata.pipelineTag","value":"question-answering"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"cc-by-4.0","status":"recorded"},"lineage":[{"repo":"microsoft/deberta-v3-base","field":"baseModel"}],"parameters":null,"size":{"bytes":1481890044,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"deepset","sourceUrl":"https://huggingface.co/deepset/deberta-v3-base-squad2","license":"cc-by-4.0","licenseState":"known","licenseLabel":"cc-by-4.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","cc-by-4.0","transformers","pytorch","safetensors","deberta-v2","question-answering","deberta","deberta-v3","en","dataset:squad_v2","base_model:microsoft/deberta-v3-base","base_model:finetune:microsoft/deberta-v3-base","license:cc-by-4.0","model-index","endpoints_compatible","deploy:azure","region:us","llm","squad_v2","microsoft/deberta-v3-base","deepset/deberta-v3-base-squad2"],"task":"question-answering","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","bin","model"],"baseModel":"microsoft/deberta-v3-base","derivedFrom":"microsoft/deberta-v3-base","cardMetadata":{"source":"huggingface-cardData","license":"cc-by-4.0","metrics":[],"datasets":["squad_v2"],"paperIds":[],"repoType":"model","baseModel":"microsoft/deberta-v3-base","languages":["en"],"sourceUrl":"https://huggingface.co/deepset/deberta-v3-base-squad2","evalResults":[{"task":"Question Answering","score":"83.8248","metric":"Exact Match","verified":false,"benchmark":"squad_v2"},{"task":"Question Answering","score":"87.41","metric":"F1","verified":false,"benchmark":"squad_v2"},{"task":"Question Answering","score":"84.9678","metric":"Exact Match","verified":false,"benchmark":"squad"},{"task":"Question Answering","score":"92.2777","metric":"F1","verified":false,"benchmark":"squad"},{"task":"Question Answering","score":"30.733","metric":"Exact Match","verified":false,"benchmark":"adversarial_qa"},{"task":"Question Answering","score":"44.099","metric":"F1","verified":false,"benchmark":"adversarial_qa"},{"task":"Question Answering","score":"79.295","metric":"Exact Match","verified":false,"benchmark":"squad_adversarial"},{"task":"Question Answering","score":"86.609","metric":"F1","verified":false,"benchmark":"squad_adversarial"},{"task":"Question Answering","score":"68.68","metric":"Exact Match","verified":false,"benchmark":"squadshifts amazon"},{"task":"Question Answering","score":"83.832","metric":"F1","verified":false,"benchmark":"squadshifts amazon"},{"task":"Question Answering","score":"80.171","metric":"Exact Match","verified":false,"benchmark":"squadshifts new_wiki"},{"task":"Question Answering","score":"90.452","metric":"F1","verified":false,"benchmark":"squadshifts new_wiki"}],"libraryName":"transformers","pipelineTag":"question-answering","cardDataKeys":["base_model","datasets","language","license","model-index","tags"],"semanticText":"question-answering transformers llm model en squad_v2 microsoft/deberta-v3-base deepset/deberta-v3-base-squad2 safetensors","semanticTerms":["question-answering","transformers","llm","model","en","squad_v2","microsoft/deberta-v3-base","deepset/deberta-v3-base-squad2","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1503},{"lfs":false,"path":"README.md","sizeBytes":8676},{"lfs":false,"path":"added_tokens.json","sizeBytes":23},{"lfs":false,"path":"config.json","sizeBytes":992},{"lfs":true,"path":"model.safetensors","sizeBytes":735360940},{"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":true,"path":"tokenizer.json","sizeBytes":8648791},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":379}],"modelIndexNames":["deepset/deberta-v3-base-squad2"]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":1481890044,"sizeKnown":true,"sizeLabel":"1.4 GB","sizeReason":"","declaredSizeBytes":1481890044,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":11277,"stars":21,"citations":0,"updatedAt":"2026-09-21T00:54:20.604Z","createdAt":"2026-06-29T22:26:02.445Z","version":"hf-main","upstream":{"gated":false,"repoId":"deepset/deberta-v3-base-squad2","private":false,"repoUrl":"https://huggingface.co/deepset/deberta-v3-base-squad2","disabled":false,"provider":"huggingface","repoType":"model","revision":"eea39c60cc305c2e4a9504f5ff117294bebb42db","fetchedAt":"2026-09-21T00:53:23.131Z","importMode":"external-catalog","licenseRaw":"cc-by-4.0","licenseDeclared":"cc-by-4.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-21T00:54:20.604Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"found":false,"current":false,"state":"unknown","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","manifestFinal":false,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":0,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":9},"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":"unknown","hosted":null,"fileCount":9,"publicDownloadableFileCount":null,"externalFileCount":9,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1481890044,"label":"1.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":11277,"upstreamStars":21,"label":"11K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"cc-by-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"deepset/deberta-v3-base-squad2"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: cc-by-4.0","Provenance: deepset/deberta-v3-base-squad2","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"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-deepset-deberta-v3-base-squad2/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1503,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":8676,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"pytorch_model.bin","sizeBytes":735403951,"format":"bin","risk":"medium","downloadPolicy":"external","sourceKind":"external-hf"}],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"deepset/deberta-v3-base-squad2"}}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-deepset-deberta-v3-base-squad2/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-deepset-deberta-v3-base-squad2/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-deepset-deberta-v3-base-squad2/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-deepset-deberta-v3-base-squad2","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-deepset-deberta-v3-base-squad2/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-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"cc-by-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"deepset/deberta-v3-base-squad2"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: cc-by-4.0","Provenance: deepset/deberta-v3-base-squad2","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":9},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-deepset-deberta-v3-base-squad2/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-deepset-deberta-v3-base-squad2/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-deepset-deberta-v3-base-squad2/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-deepset-deberta-v3-base-squad2","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-deepset-deberta-v3-base-squad2/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-deepset-deberta-v3-base-squad2/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-deepset-deberta-v3-base-squad2/distribution"},"supportedClaims":["deepset/deberta-v3-base-squad2 has 0 self-reported, unqualified Hugging Bay community reviews.","deepset/deberta-v3-base-squad2 has 0 self-reported run claims; none qualify verification during limited availability.","deepset/deberta-v3-base-squad2 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-deepset-deberta-v3-base-squad2/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-deepset-deberta-v3-base-squad2/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-deepset-deberta-v3-base-squad2"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-deepset-deberta-v3-base-squad2/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."}}