{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-22T06:37:16.710Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-google-flan-t5-large","repo":"google/flan-t5-large","artifact":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":3135898692,"readinessCheckedAt":"2026-10-22T06:13:23.277Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":3135898692,"readinessCheckedAt":"2026-10-22T06:13:23.277Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-google-flan-t5-large","owner":"google","name":"flan-t5-large","repo":"google/flan-t5-large","type":"llm","summary":"Model from Hugging Face for llm: google/flan-t5-large · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for transforming text.","confidence":"low","task":"text2text-generation","audience":null,"basis":"recorded-metadata","rules":["task:text2text-generation","tags-only"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"text2text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":12798229515,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"google","sourceUrl":"https://huggingface.co/google/flan-t5-large","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":91,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","pytorch","tf","jax","safetensors","t5","text2text-generation","en","fr","ro","de","multilingual","dataset:svakulenk0/qrecc","dataset:taskmaster2","dataset:djaym7/wiki_dialog","dataset:deepmind/code_contests","dataset:lambada","dataset:gsm8k","dataset:aqua_rat","dataset:esnli"],"task":"general","modality":"text","framework":"transformers","formats":["gitattributes","md","json","msgpack","safetensors","bin","model","h5"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["svakulenk0/qrecc","taskmaster2","djaym7/wiki_dialog","deepmind/code_contests","lambada","gsm8k","aqua_rat","esnli","quasc","qed"],"paperIds":["2210.11416","1910.09700"],"repoType":"model","baseModel":"","languages":["en","fr","ro","de","multilingual"],"sourceUrl":"https://huggingface.co/google/flan-t5-large","evalResults":[],"libraryName":"transformers","pipelineTag":"","cardDataKeys":["datasets","language","license","tags","widget"],"semanticText":"transformers llm model en fr ro de multilingual svakulenk0/qrecc taskmaster2 djaym7/wiki_dialog deepmind/code_contests lambada gsm8k aqua_rat esnli quasc qed safetensors","semanticTerms":["transformers","llm","model","en","fr","ro","de","multilingual","svakulenk0/qrecc","taskmaster2","djaym7/wiki_dialog","deepmind/code_contests","lambada","gsm8k","aqua_rat","esnli","quasc","qed","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1434},{"lfs":false,"path":"README.md","sizeBytes":10820},{"lfs":false,"path":"config.json","sizeBytes":662},{"lfs":true,"path":"flax_model.msgpack","sizeBytes":3132624407},{"lfs":false,"path":"generation_config.json","sizeBytes":147},{"lfs":true,"path":"model.safetensors","sizeBytes":3132668804},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":3132781861},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":2201},{"lfs":true,"path":"spiece.model","sizeBytes":791656},{"lfs":true,"path":"tf_model.h5","sizeBytes":3396920920},{"lfs":false,"path":"tokenizer.json","sizeBytes":2424064},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":2539}],"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":12798229515,"sizeKnown":true,"sizeLabel":"11.9 GB","sizeReason":"","declaredSizeBytes":12798229515,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":490346,"stars":892,"citations":0,"updatedAt":"2026-08-28T22:22:22.753Z","createdAt":"2026-06-29T22:20:59.853Z","version":"hf-main","upstream":{"gated":false,"repoId":"google/flan-t5-large","private":false,"repoUrl":"https://huggingface.co/google/flan-t5-large","disabled":false,"provider":"huggingface","repoType":"model","revision":"0613663d0d48ea86ba8cb3d7a44f0f65dc596a2a","fetchedAt":"2026-08-28T22:16:10.218Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-28T22:22:22.753Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":7,"mirroredBytes":3135898692,"mirroredFiles":7,"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_c97ba8f9ffe1d721593d3e273c22df9c44e883405789f844597a89ee69a02f14","artifactId":"hf-model-google-flan-t5-large","representationId":"rep-4331b9a1e3308d1733084031fe2f70056354b2ed5332517fbf7dff44cb4456f6","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-4331b9a1e3308d1733084031fe2f70056354b2ed5332517fbf7dff44cb4456f6","artifactId":"hf-model-google-flan-t5-large","format":"safetensors","source":{"provider":"huggingface","identity":"google/flan-t5-large","revision":"0613663d0d48ea86ba8cb3d7a44f0f65dc596a2a","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":10820,"sha256":"sha256:a16c1cd524e581deea429ff4895d5822d4781df8e6f3c9ac1158d4103d4392d1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fe59767f6973545cab0f116cec64c7d88ddc2a8672a7ea500cf7da266549ce57"},{"path":"config.json","role":"config","sizeBytes":662,"sha256":"sha256:bfa5beeb5a4630a97f043f071b9b5d858c842604cff5db874680f33b56090c8c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8017895c808ff4f22f88283ecb33dbb4880af93e56b163ff501ac7a43ecf1200"},{"path":"generation_config.json","role":"config","sizeBytes":147,"sha256":"sha256:f5a1c7e2be8092018d8835128987edf0111637dd98e90599cc80310fef75d95a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f76e3c7b3e7efc8371d5baae9de25df4fb9a9da657dadf20f9df96c6b806384d"},{"path":"model.safetensors","role":"weight","sizeBytes":3132668804,"sha256":"sha256:a9dd06ce490f139af36e9eb77dd3758b4fd07a08a73d5a1abe5ff2591e2d388e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d05950b6f02f78b3c3184f3e21999bc7a81b89bca74a8518fb14934f2e2b932b"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":2201,"sha256":"sha256:5c87151ef0f72a99d1f766a4c418bd2a1f90aaa30a8e22fe5eca9641daebb64f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:df91d05d9ea89f86901946d705160168c017df9defc91643c778aac600a32172"},{"path":"spiece.model","role":"support","sizeBytes":791656,"sha256":"sha256:d60acb128cf7b7f2536e8f38a5b18a05535c9e14c7a355904270e15b0945ea86","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d70bc88a601f85059493a14e5314992d6d8236b051cd481465d1225f52cc909b"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":2424064,"sha256":"sha256:fe2ebbbbde2985be723e0ce18217853e4020c5e9d35bd07be2c27ab9d3ead57a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:98bce429b301aebee39ab7b766aebe5647ddd600e3abf6ab9953e8b1a8f38ef0"},{"path":"tokenizer_config.json","role":"config","sizeBytes":2539,"sha256":"sha256:5d19985330a9123285cc583fc60616d083aa9df7435812b5d8bb3e749f435d56","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f13923a0764cfeefb85f156ba31014abe987f31229472eec8d9ba030a6fb9698"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:f2858e653a00d555691b507e0a459a788ead61c9877e13014f2993c013254a2f","representationDigest":"sha256:e15485c7d4db1f2b0f79742dfdb20654f30fcff219e16df2a7428e36963ae08b","evidenceSnapshotDigest":"sha256:ea67be2719259fbacfd4c35179f67b2f8caca558685aa18b189572d2968e8ff4","evaluatedAt":"2026-08-28T22:22:23.207Z","authorityVersion":"sha256:a11560f01dd7840b40314169c8d18c68d0ca40a03808bf2c1238418d560e19c3","invalidatedBy":null,"manifestFinal":false,"downloadable":false,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":8,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":11,"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":11,"publicDownloadableFileCount":7,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":12798229515,"label":"11.9 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":490346,"upstreamStars":892,"label":"490K 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":"google/flan-t5-large"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/11 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: apache-2.0","Provenance: google/flan-t5-large","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":4,"totalFiles":11},"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-google-flan-t5-large/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"google/flan-t5-large"}}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-google-flan-t5-large/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-google-flan-t5-large/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-google-flan-t5-large/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-google-flan-t5-large","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-google-flan-t5-large/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":"google/flan-t5-large"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/11 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: apache-2.0","Provenance: google/flan-t5-large","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":4,"totalFiles":11},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-google-flan-t5-large/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-google-flan-t5-large/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-google-flan-t5-large/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-google-flan-t5-large","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-google-flan-t5-large/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-google-flan-t5-large/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-google-flan-t5-large/distribution"},"supportedClaims":["google/flan-t5-large has 0 self-reported, unqualified Hugging Bay community reviews.","google/flan-t5-large has 0 self-reported run claims; none qualify verification during limited availability.","google/flan-t5-large 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-google-flan-t5-large/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-google-flan-t5-large/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-google-flan-t5-large"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-google-flan-t5-large/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."}}