{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-23T06:28:58.009Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-google-flan-t5-base","repo":"google/flan-t5-base","artifact":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":993578246,"readinessCheckedAt":"2026-10-23T04:29:13.797Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":993578246,"readinessCheckedAt":"2026-10-23T04:29:13.797Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-google-flan-t5-base","owner":"google","name":"flan-t5-base","repo":"google/flan-t5-base","type":"llm","summary":"Model from Hugging Face for llm: google/flan-t5-base · 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":4162593173,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"google","sourceUrl":"https://huggingface.co/google/flan-t5-base","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-base","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":13377},{"lfs":false,"path":"config.json","sizeBytes":1404},{"lfs":true,"path":"flax_model.msgpack","sizeBytes":990323615},{"lfs":false,"path":"generation_config.json","sizeBytes":147},{"lfs":true,"path":"model.safetensors","sizeBytes":990345061},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":990402637},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":2201},{"lfs":true,"path":"spiece.model","sizeBytes":791656},{"lfs":true,"path":"tf_model.h5","sizeBytes":1188285040},{"lfs":false,"path":"tokenizer.json","sizeBytes":2424064},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":2537}],"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":4162593173,"sizeKnown":true,"sizeLabel":"3.9 GB","sizeReason":"","declaredSizeBytes":4162593173,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":1430130,"stars":1090,"citations":0,"updatedAt":"2026-08-28T01:59:30.657Z","createdAt":"2026-06-29T22:20:07.741Z","version":"hf-main","upstream":{"gated":false,"repoId":"google/flan-t5-base","private":false,"repoUrl":"https://huggingface.co/google/flan-t5-base","disabled":false,"provider":"huggingface","repoType":"model","revision":"7bcac572ce56db69c1ea7c8af255c5d7c9672fc2","fetchedAt":"2026-08-28T01:58:01.507Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-28T01:59:30.657Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":7,"mirroredBytes":993578246,"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_2b70021ce253aeb9f6f5dd9002a2dcf9bf62bb8c5b075b4f5f7e0f31ed809f1f","artifactId":"hf-model-google-flan-t5-base","representationId":"rep-bacff7e3c51217ab2c060103d2500e19abd664a2d3baa639ac242b0a29b7d535","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-bacff7e3c51217ab2c060103d2500e19abd664a2d3baa639ac242b0a29b7d535","artifactId":"hf-model-google-flan-t5-base","format":"safetensors","source":{"provider":"huggingface","identity":"google/flan-t5-base","revision":"7bcac572ce56db69c1ea7c8af255c5d7c9672fc2","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":13377,"sha256":"sha256:b6fb54f6831f3677f537cdb83d6f822e8705d203c605a9ec4c8192bda5a89828","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:daae8011d5d0f48f07dfd4b045ad509ac3c7d4daa67353cd734c18f81cc106d4"},{"path":"config.json","role":"config","sizeBytes":1404,"sha256":"sha256:7c1853dbfa0e4aac093eb109a358b6ab25fe86b7c15185a91322f0ed26f0f940","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ff6eb30e990d57321e3b4771d166232f3bad5edc8b52417ed34d51dde16d94ef"},{"path":"generation_config.json","role":"config","sizeBytes":147,"sha256":"sha256:f5a1c7e2be8092018d8835128987edf0111637dd98e90599cc80310fef75d95a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a28979f5a4731064ba8864f219ff3496dd0b237c703f84a462de7020199d99ae"},{"path":"model.safetensors","role":"weight","sizeBytes":990345061,"sha256":"sha256:1dfb70afdcedceb9f9fae2f9b68e004ad934361fb35b9b2bd50b45ea90790fc8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2b76489ad1a14ee4edab7d1ffc3b9948a4037aee6a1832e51319ff482dac8982"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":2201,"sha256":"sha256:5c87151ef0f72a99d1f766a4c418bd2a1f90aaa30a8e22fe5eca9641daebb64f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:36bc6d31fdd2be46c0da636517b809720a781e35529ce4b089b46520cdbcbbfb"},{"path":"spiece.model","role":"support","sizeBytes":791656,"sha256":"sha256:d60acb128cf7b7f2536e8f38a5b18a05535c9e14c7a355904270e15b0945ea86","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:de8e11d8238ead4d95ea6aa5a0219e6934c6a0377cde7c7b23555cf46ce4c485"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":2424064,"sha256":"sha256:fe2ebbbbde2985be723e0ce18217853e4020c5e9d35bd07be2c27ab9d3ead57a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:96f799ab0adb06df5a5d3a95ca0f792adf017195b08f6a8645b609a098f269c7"},{"path":"tokenizer_config.json","role":"config","sizeBytes":2537,"sha256":"sha256:4c55124402e4ce48c7125d04b9af152a125eda9e7c80829f8f99f2ec69f3f68d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b671cb8b680fae04c7f897307a51ce8d3938b11b6e6fa3e23d8d086fd8f15ed4"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:301bf040c2ce3bd4beccd974371cd361cb37f1de6e1687422aba0c2f7f932fdf","representationDigest":"sha256:148dcd7d8a7cace925d48077e638895992e30aa58df374bd551c8991782dee1b","evidenceSnapshotDigest":"sha256:e1a02da7fa79d369cf28dcc54e20c61b7ee0cbd218789c6e461a0dc50023e7fd","evaluatedAt":"2026-08-28T01:59:30.910Z","authorityVersion":"sha256:89d52402111bc8786a26e3cf2e332f392bf28251da452a7efe14285b515efb67","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":4162593173,"label":"3.9 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1430130,"upstreamStars":1090,"label":"1.4M 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-base"},{"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-base","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-base/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-base"}}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-google-flan-t5-base/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-google-flan-t5-base/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-google-flan-t5-base/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-google-flan-t5-base","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-google-flan-t5-base/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-base"},{"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-base","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-base/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-google-flan-t5-base/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-google-flan-t5-base/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-google-flan-t5-base","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-google-flan-t5-base/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-google-flan-t5-base/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-google-flan-t5-base/distribution"},"supportedClaims":["google/flan-t5-base has 0 self-reported, unqualified Hugging Bay community reviews.","google/flan-t5-base has 0 self-reported run claims; none qualify verification during limited availability.","google/flan-t5-base 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-base/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-google-flan-t5-base/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-google-flan-t5-base"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-google-flan-t5-base/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."}}