{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T23:12:10.907Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-kikwaib-mt5-base-kenswquad-abstractive","repo":"kikwaib/mt5-base-kenswquad-abstractive","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":2346261509,"readinessCheckedAt":"2026-10-30T22:57:53.546Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":2346261509,"readinessCheckedAt":"2026-10-30T22:57:53.546Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-kikwaib-mt5-base-kenswquad-abstractive","owner":"kikwaib","name":"mt5-base-kenswquad-abstractive","repo":"kikwaib/mt5-base-kenswquad-abstractive","type":"llm","summary":"Model from Hugging Face for question answering: kikwaib/mt5-base-kenswquad-abstractive · transformers","cardDescription":"Answers questions using supplied text.","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":"baseModel","value":"kikwaib/mt5-base-kenswquad-extractive"},{"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":"apache-2.0","status":"recorded"},"lineage":[{"repo":"kikwaib/mt5-base-kenswquad-extractive","field":"baseModel"}],"parameters":null,"size":{"bytes":2350596543,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"kikwaib","sourceUrl":"https://huggingface.co/kikwaib/mt5-base-kenswquad-abstractive","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","tensorboard","safetensors","mt5","text2text-generation","question-answering","swahili","seq2seq","abstractive-qa","low-resource","curriculum-learning","context-scaffolding","sw","en","dataset:kenswquad","base_model:kikwaib/mt5-base-kenswquad-extractive","base_model:finetune:kikwaib/mt5-base-kenswquad-extractive","license:apache-2.0","model-index","endpoints_compatible"],"task":"question-answering","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","0","model","bin"],"baseModel":"kikwaib/mt5-base-kenswquad-extractive","derivedFrom":"kikwaib/mt5-base-kenswquad-extractive","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["bleu","bertscore"],"datasets":["KenSwQuAD"],"paperIds":[],"repoType":"model","baseModel":"kikwaib/mt5-base-kenswquad-extractive","languages":["sw","en"],"sourceUrl":"https://huggingface.co/kikwaib/mt5-base-kenswquad-abstractive","evalResults":[{"task":"Abstractive Question Answering","score":"15.52","metric":"BLEU","verified":false,"benchmark":"KenSwQuAD (Abstractive Subset)"},{"task":"Abstractive Question Answering","score":"0.7721","metric":"BERTScore F1","verified":false,"benchmark":"KenSwQuAD (Abstractive Subset)"}],"libraryName":"transformers","pipelineTag":"question-answering","cardDataKeys":["base_model","datasets","language","library_name","license","metrics","model-index","pipeline_tag","tags"],"semanticText":"question-answering transformers llm model sw en kenswquad bleu bertscore kikwaib/mt5-base-kenswquad-extractive mt5-base-kenswquad-abstractive safetensors","semanticTerms":["question-answering","transformers","llm","model","sw","en","kenswquad","bleu","bertscore","kikwaib/mt5-base-kenswquad-extractive","mt5-base-kenswquad-abstractive","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":10160},{"lfs":false,"path":"added_tokens.json","sizeBytes":948},{"lfs":false,"path":"config.json","sizeBytes":783},{"lfs":false,"path":"generation_config.json","sizeBytes":122},{"lfs":true,"path":"model.safetensors","sizeBytes":2329872240},{"lfs":true,"path":"runs/Dec20_11-26-09_78ba4cc78081/events.out.tfevents.1766229974.78ba4cc78081.876.0","sizeBytes":7469},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":416},{"lfs":true,"path":"spiece.model","sizeBytes":4309802},{"lfs":true,"path":"tokenizer.json","sizeBytes":16359123},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":27877},{"lfs":true,"path":"training_args.bin","sizeBytes":6033}],"modelIndexNames":["mt5-base-kenswquad-abstractive"]},"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":2350596543,"sizeKnown":true,"sizeLabel":"2.2 GB","sizeReason":"","declaredSizeBytes":2350596543,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":28,"stars":0,"citations":0,"updatedAt":"2026-09-25T05:58:18.961Z","createdAt":"2026-09-25T05:54:09.897Z","version":"hf-main","upstream":{"gated":false,"repoId":"kikwaib/mt5-base-kenswquad-abstractive","private":false,"repoUrl":"https://huggingface.co/kikwaib/mt5-base-kenswquad-abstractive","disabled":false,"provider":"huggingface","repoType":"model","revision":"0699fa80cf278dc8bba5541d30fdc3873b9b5c3e","fetchedAt":"2026-09-25T05:54:09.895Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-25T05:58:18.961Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":7,"mirroredBytes":2346261509,"mirroredFiles":7,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"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_330ad71bf0afef8fcc0d68553b636acfdf9e8de541ce35fef761941992867637","artifactId":"hf-model-kikwaib-mt5-base-kenswquad-abstractive","representationId":"rep-71434f62d86afec2bdd63258ceb8aedf88ee88f0fa182219c2f9348dcc5efbf4","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-71434f62d86afec2bdd63258ceb8aedf88ee88f0fa182219c2f9348dcc5efbf4","artifactId":"hf-model-kikwaib-mt5-base-kenswquad-abstractive","format":"safetensors","source":{"provider":"huggingface","identity":"kikwaib/mt5-base-kenswquad-abstractive","revision":"0699fa80cf278dc8bba5541d30fdc3873b9b5c3e","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":948,"sha256":"sha256:c3873c075e61a7bab02f9bc5f7fce76b50e0ab5d976e678f7ab1c9f35054cb67","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b3e67f8c40313f5815ffac9d48b955f230caa735e6c88f6a9bc1caa5668f784b"},{"path":"config.json","role":"config","sizeBytes":783,"sha256":"sha256:66db2a9d5b4f64944093f4a301c4bb309bf88155478aa8429245add458961ffa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:264c65c69959e5c192d47dcc610e3eb16ddc41b6036e9913757152cad32564a3"},{"path":"generation_config.json","role":"config","sizeBytes":122,"sha256":"sha256:dc8bc1af737ce7a7ef832565afb83515232c240df51a39cee932a8f63b390242","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c1d34e76006817ce7d977c848618e4173486ec9b1f3a7c55a8d6de4e4c057d12"},{"path":"model.safetensors","role":"weight","sizeBytes":2329872240,"sha256":"sha256:a9706dd5199f81a127987113e989c7eaf57a53e36399f8c18859d75e2e0af1ce","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1dda77c96573724337ac7359a45331298083976b6198e01902994b50da4069e8"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":416,"sha256":"sha256:80f4c6c5cf3867d7669ff8aa8f6aebb8a7499322e62d7faae06262d6014edd61","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6c7392e51178e4c56261ccd00a5cf5824dfb7b24ab0b2bdda966268177d9dc20"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":16359123,"sha256":"sha256:b706e768119895e78fb8f7a6de906ec18fd062598c092b9407a5040ea4386e83","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c639935d73526f0f45c408fd1449bfc367c11432e92ca2349bd9fcf2c63812f2"},{"path":"tokenizer_config.json","role":"config","sizeBytes":27877,"sha256":"sha256:06261ce40c4ab0583deda7a8c68f3d5b3c601d874de89bcc22196fc65eafbae0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8050141a140cc09203912c5d9aafd8129ce593571521e2df9ebdec2a03f4dde0"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:9a429182a932adf72ae988d6fa305ac23ba1b7c78c4f805848390851d75e2d84","representationDigest":"sha256:b5e2400bd8188ce1e987ca8c8b80918150513eb79a65507258d4ab140252e58a","evidenceSnapshotDigest":"sha256:e5a173b2e55ad08251de44519b2399ed6bea2a027af0f6c364ba8438950c03b4","evaluatedAt":"2026-09-25T05:58:19.401Z","authorityVersion":"sha256:ccfd99911992e48840b86e345b1829a5a82cbd6b513271cbe8db09ab2cb0f6f3","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":7,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":12,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T22:57:53.546Z","evidence_url":"/api/manifests/hf-model-kikwaib-mt5-base-kenswquad-abstractive"}},"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":12,"publicDownloadableFileCount":7,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2350596543,"label":"2.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":28,"upstreamStars":0,"label":"28 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":"kikwaib/mt5-base-kenswquad-abstractive"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/12 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: kikwaib/mt5-base-kenswquad-abstractive","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":5,"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-kikwaib-mt5-base-kenswquad-abstractive/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"kikwaib/mt5-base-kenswquad-abstractive"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T22:57:53.546Z","evidence_url":"/api/manifests/hf-model-kikwaib-mt5-base-kenswquad-abstractive"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-kikwaib-mt5-base-kenswquad-abstractive/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kikwaib-mt5-base-kenswquad-abstractive/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kikwaib-mt5-base-kenswquad-abstractive/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-kikwaib-mt5-base-kenswquad-abstractive","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kikwaib-mt5-base-kenswquad-abstractive/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":"kikwaib/mt5-base-kenswquad-abstractive"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/12 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: kikwaib/mt5-base-kenswquad-abstractive","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":5,"totalFiles":12},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-kikwaib-mt5-base-kenswquad-abstractive/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-kikwaib-mt5-base-kenswquad-abstractive/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-kikwaib-mt5-base-kenswquad-abstractive/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-kikwaib-mt5-base-kenswquad-abstractive","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-kikwaib-mt5-base-kenswquad-abstractive/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-kikwaib-mt5-base-kenswquad-abstractive/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-kikwaib-mt5-base-kenswquad-abstractive/distribution"},"supportedClaims":["kikwaib/mt5-base-kenswquad-abstractive has 0 self-reported, unqualified Hugging Bay community reviews.","kikwaib/mt5-base-kenswquad-abstractive has 0 self-reported run claims; none qualify verification during limited availability.","kikwaib/mt5-base-kenswquad-abstractive 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-kikwaib-mt5-base-kenswquad-abstractive/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-kikwaib-mt5-base-kenswquad-abstractive/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-kikwaib-mt5-base-kenswquad-abstractive"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-kikwaib-mt5-base-kenswquad-abstractive/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."}}