{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T09:54:22.034Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-danibor-flan-t5-base-humanizer","repo":"danibor/flan-t5-base-humanizer","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T08:11:55.865Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T08:11:55.865Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-danibor-flan-t5-base-humanizer","owner":"danibor","name":"flan-t5-base-humanizer","repo":"danibor/flan-t5-base-humanizer","type":"llm","summary":"Model from Hugging Face for llm: danibor/flan-t5-base-humanizer · transformers","cardDescription":"Transforms input text into new text.","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":"baseModel","value":"google/flan-t5-base"},{"field":"tags","value":"text2text-generation"}],"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":"google/flan-t5-base","field":"baseModel"}],"parameters":null,"size":{"bytes":991172961,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"danibor","sourceUrl":"https://huggingface.co/danibor/flan-t5-base-humanizer","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","t5","text2text-generation","generated_from_trainer","base_model:google/flan-t5-base","base_model:finetune:google/flan-t5-base","license:apache-2.0","text-generation-inference","endpoints_compatible","region:us","llm","google/flan-t5-base","flan-t5-base-humanizer"],"task":"general","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","model","bin"],"baseModel":"google/flan-t5-base","derivedFrom":"google/flan-t5-base","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"google/flan-t5-base","languages":[],"sourceUrl":"https://huggingface.co/danibor/flan-t5-base-humanizer","evalResults":[],"libraryName":"transformers","pipelineTag":"","cardDataKeys":["base_model","library_name","license","model-index","tags"],"semanticText":"transformers llm model google/flan-t5-base flan-t5-base-humanizer safetensors","semanticTerms":["transformers","llm","model","google/flan-t5-base","flan-t5-base-humanizer","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":1607},{"lfs":false,"path":"added_tokens.json","sizeBytes":2593},{"lfs":false,"path":"config.json","sizeBytes":1557},{"lfs":false,"path":"generation_config.json","sizeBytes":142},{"lfs":true,"path":"model.safetensors","sizeBytes":990345064},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":2543},{"lfs":true,"path":"spiece.model","sizeBytes":791656},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":20848},{"lfs":true,"path":"training_args.bin","sizeBytes":5432}],"modelIndexNames":["flan-t5-base-humanizer"]},"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":991172961,"sizeKnown":true,"sizeLabel":"945.3 MB","sizeReason":"","declaredSizeBytes":991172961,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":21,"stars":1,"citations":0,"updatedAt":"2026-08-29T19:22:34.940Z","createdAt":"2026-06-30T19:29:24.911Z","version":"hf-main","upstream":{"gated":false,"repoId":"danibor/flan-t5-base-humanizer","private":false,"repoUrl":"https://huggingface.co/danibor/flan-t5-base-humanizer","disabled":false,"provider":"huggingface","repoType":"model","revision":"4f035598032d2e516690b00af602b85f2c2200b6","fetchedAt":"2026-08-29T14:51:37.689Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-08-29T19:22:34.940Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"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_3e317070c7f43660b85398825689972731d874181f9931d091f5c82cc2185417","artifactId":"hf-model-danibor-flan-t5-base-humanizer","representationId":"rep-abf6ad6232abb95fcf4137267f09514873bd0d19e4b0bb316053932baf273401","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-abf6ad6232abb95fcf4137267f09514873bd0d19e4b0bb316053932baf273401","artifactId":"hf-model-danibor-flan-t5-base-humanizer","format":"safetensors","source":{"provider":"huggingface","identity":"danibor/flan-t5-base-humanizer","revision":"4f035598032d2e516690b00af602b85f2c2200b6","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":1607,"sha256":"sha256:153f9f811bc79c77f5b1ba65fcc93fdb46c57b737f8ffbe9ac848ce0e5c07881","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b0cc4e7bd5379d48e9fe971c8089c0fcc483837d12e68cfcdc96567d53b6236c"},{"path":"added_tokens.json","role":"support","sizeBytes":2593,"sha256":"sha256:ea5a91a3234f66ea642c8e672d67f0f493759a9bee6910ae304ea9b9492118b5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:82c06c8b01de975fda23ce2ea38b28ebfd82b7a2b99d6818035a25332c3eb692"},{"path":"config.json","role":"config","sizeBytes":1557,"sha256":"sha256:96b84c72cb31179316512d15725c6f03581d7fa45f3084763648fee714ffaba9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1d8328bcb87aae0b83a4e1d27245b8e6af1187cdac06faf0ce9ec218df84daf8"},{"path":"generation_config.json","role":"config","sizeBytes":142,"sha256":"sha256:39315a53b40d4e9821ea66c0a3ebddf405e85fbffc8292ef14eab6708f622b0b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fe4dcca2a3d77d580b867ae5dc6d3aba378280be1e504c267445be6cb8270430"},{"path":"model.safetensors","role":"weight","sizeBytes":990345064,"sha256":"sha256:de87108d714decf7313d3755e4ab946e710499ebff30bc774b41119f8d885d5e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8bf4e7b27ca553735b3216f7aa872b472d9eb8845eb11c4933164ef6b08c783c"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":2543,"sha256":"sha256:7a1985a994c41886db38c719d2a3d2f40606663cc19d7c5d6a85d349320e06d2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:179bea7f20a234dc1454c2be80bdc67fa6a5d147a0356e75e643413fa4878bc9"},{"path":"spiece.model","role":"support","sizeBytes":791656,"sha256":"sha256:d60acb128cf7b7f2536e8f38a5b18a05535c9e14c7a355904270e15b0945ea86","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dabbe056c884a1b8d2d929977340da64d3cccc92b156a2bc64156d5f5d46c34d"},{"path":"tokenizer_config.json","role":"config","sizeBytes":20848,"sha256":"sha256:7a9871da23943bc2c2c26c5d666ab068d75807548d58f93c96df79262e01c36e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5924d8e947877f12ec0a74644f3fc51d2193ee1bbbc8e189b068336dac34e5e6"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:f9778ec6bc30217ad72061913ab2ae37cc104de6869d5b3bd11c0817e91f6841","representationDigest":"sha256:405ef77fbfc56cf1fda888942d8cec0473ee695d040691e8a30c0b3ced455253","evidenceSnapshotDigest":"sha256:3061e49327af7dbcb24600c6b3592e6e8e6d93501119dbe79fc269cde867cdab","evaluatedAt":"2026-08-29T19:22:35.190Z","authorityVersion":"sha256:69f9b9cd1cd76766de89ec1759da6cdcdc319c4e1bef0f2f4ff0edfe12c4ade2","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"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":10,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T08:11:55.865Z","evidence_url":"/api/manifests/hf-model-danibor-flan-t5-base-humanizer"}},"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":"blocked","hosted":false,"fileCount":10,"publicDownloadableFileCount":0,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":991172961,"label":"945.3 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":21,"upstreamStars":1,"label":"21 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":"danibor/flan-t5-base-humanizer"},{"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: apache-2.0","Provenance: danibor/flan-t5-base-humanizer","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":10,"totalFiles":10},"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-danibor-flan-t5-base-humanizer/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"danibor/flan-t5-base-humanizer"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T08:11:55.865Z","evidence_url":"/api/manifests/hf-model-danibor-flan-t5-base-humanizer"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-danibor-flan-t5-base-humanizer/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-danibor-flan-t5-base-humanizer/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-danibor-flan-t5-base-humanizer/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-danibor-flan-t5-base-humanizer","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-danibor-flan-t5-base-humanizer/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":"danibor/flan-t5-base-humanizer"},{"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":"manifest metadata present; selected-representation state unknown"}],"strengths":["License: apache-2.0","Provenance: danibor/flan-t5-base-humanizer","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":10,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-danibor-flan-t5-base-humanizer/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-danibor-flan-t5-base-humanizer/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-danibor-flan-t5-base-humanizer/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-danibor-flan-t5-base-humanizer","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-danibor-flan-t5-base-humanizer/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-danibor-flan-t5-base-humanizer/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-danibor-flan-t5-base-humanizer/distribution"},"supportedClaims":["danibor/flan-t5-base-humanizer has 0 self-reported, unqualified Hugging Bay community reviews.","danibor/flan-t5-base-humanizer has 0 self-reported run claims; none qualify verification during limited availability.","danibor/flan-t5-base-humanizer 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-danibor-flan-t5-base-humanizer/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-danibor-flan-t5-base-humanizer/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-danibor-flan-t5-base-humanizer"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-danibor-flan-t5-base-humanizer/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."}}