{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T05:54:02.003Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-helsinki-nlp-opus-mt-taw-en","repo":"Helsinki-NLP/opus-mt-taw-en","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":308268523,"readinessCheckedAt":"2026-10-30T03:16:13.236Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":308268523,"readinessCheckedAt":"2026-10-30T03:16:13.236Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-helsinki-nlp-opus-mt-taw-en","owner":"Helsinki-NLP","name":"opus-mt-taw-en","repo":"Helsinki-NLP/opus-mt-taw-en","type":"llm","summary":"Model from Hugging Face for translation: Helsinki-NLP/opus-mt-taw-en · transformers","cardDescription":"Translates text between languages.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for translating text.","confidence":"medium","task":"translation","audience":null,"basis":"recorded-metadata","rules":["task:translation"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"translation"},{"field":"cardMetadata.pipelineTag","value":"translation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":923686626,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Helsinki-NLP","sourceUrl":"https://huggingface.co/Helsinki-NLP/opus-mt-taw-en","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","pytorch","tf","safetensors","marian","text2text-generation","translation","lo","th","taw","en","license:apache-2.0","endpoints_compatible","deploy:azure","region:us","llm"],"task":"translation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","bin","spm","h5"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["lo","th","taw","en"],"sourceUrl":"https://huggingface.co/Helsinki-NLP/opus-mt-taw-en","evalResults":[],"libraryName":"transformers","pipelineTag":"translation","cardDataKeys":["language","license","tags"],"semanticText":"translation transformers llm model lo th taw en safetensors","semanticTerms":["translation","transformers","llm","model","lo","th","taw","en","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":399},{"lfs":false,"path":"README.md","sizeBytes":2184},{"lfs":false,"path":"config.json","sizeBytes":1395},{"lfs":false,"path":"generation_config.json","sizeBytes":293},{"lfs":false,"path":"metadata.json","sizeBytes":1100},{"lfs":true,"path":"model.safetensors","sizeBytes":306294408},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":306318837},{"lfs":false,"path":"source.spm","sizeBytes":1163439},{"lfs":false,"path":"target.spm","sizeBytes":808944},{"lfs":true,"path":"tf_model.h5","sizeBytes":306801184},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":44},{"lfs":false,"path":"vocab.json","sizeBytes":2294399}],"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":923686626,"sizeKnown":true,"sizeLabel":"880.9 MB","sizeReason":"","declaredSizeBytes":923686626,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":49,"stars":0,"citations":0,"updatedAt":"2026-09-24T17:50:00.579Z","createdAt":"2026-06-30T04:24:59.367Z","version":"hf-main","upstream":{"gated":false,"repoId":"Helsinki-NLP/opus-mt-taw-en","private":false,"repoUrl":"https://huggingface.co/Helsinki-NLP/opus-mt-taw-en","disabled":false,"provider":"huggingface","repoType":"model","revision":"33cf20972df88e5b42a7529a9edb5d52078b7576","fetchedAt":"2026-09-24T17:49:03.155Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T17:50:00.579Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":6,"mirroredBytes":308268523,"mirroredFiles":6,"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_c3229f75768e8485e3fbcd53c281b20b7f44d769ec8a5ac808563b4852ce3d9f","artifactId":"hf-model-helsinki-nlp-opus-mt-taw-en","representationId":"rep-8067be78e4813ae0ceffe8fba3032af51df2f866282235a1cc5110f95b8e10f6","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-8067be78e4813ae0ceffe8fba3032af51df2f866282235a1cc5110f95b8e10f6","artifactId":"hf-model-helsinki-nlp-opus-mt-taw-en","format":"safetensors","source":{"provider":"huggingface","identity":"Helsinki-NLP/opus-mt-taw-en","revision":"33cf20972df88e5b42a7529a9edb5d52078b7576","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":1395,"sha256":"sha256:8338583f3673e8af1aed479dcea7665a555d65775b4c65ccf119243152a9422a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e75cfb6de9dd6db551fbb295310f5cd81588c8b5f2690a2654320e1eb8a7f22e"},{"path":"generation_config.json","role":"config","sizeBytes":293,"sha256":"sha256:e33bf27f9335391c2018fb110826f630011a54a0bc631858066ccf87c740569b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9447584f869ab29316df326e729e8dc61a02a332a39be89043c2fd9909c9df8b"},{"path":"model.safetensors","role":"weight","sizeBytes":306294408,"sha256":"sha256:dcc6aa7e2e172d20d7fc103c2d831d28d3c57fc2033671106f2c2b67cc7e65f1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4392fa984c0462c181ed8927df64442e1ee354328415c7a1002f753a31b7d312"},{"path":"source.spm","role":"support","sizeBytes":1163439,"sha256":"sha256:35687757fa05ce8db734da73fefb8ddbe7ea55a071ed70f969d7081ee816d6d7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1185441b6db046902eb3e9661007de22852935aed74d71a34ea51de4684f617e"},{"path":"target.spm","role":"support","sizeBytes":808944,"sha256":"sha256:6ceeaa7647f10ea73e0180887f1fc6145fa0209e6db3a4a8112551aa755df104","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6c609842cb01b0579dccbbdbdaff59f07738942f2049e1ec84b7168d764912bb"},{"path":"tokenizer_config.json","role":"config","sizeBytes":44,"sha256":"sha256:3e001d7e95d4d64bf7c7fe3d80bf7f30484f09cfe74fa038e69fa97df91fff18","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8579a356702294dbf0837daa4ab96c7414adc64a684d836db48f8d4b38618fb4"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:f898d23f702c96867fafd73a4297e7a7c38144de64f349b1df266455c07b28d5","representationDigest":"sha256:e42994c3036f20fe451c5614b5b8998cd695ad2356e887b8b14a5ebb261f7baa","evidenceSnapshotDigest":"sha256:1e7830e159a57a6b2ba87e3d4a7ec846b1b9dfd25ddddf4c3d157c2c90a695cb","evaluatedAt":"2026-09-24T17:50:01.019Z","authorityVersion":"sha256:ca726c72bceda8856315536d2fb971a8a70171499f7ce66e2e644ed31c45a5e0","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":6,"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":"2026-10-30T03:16:13.236Z","evidence_url":"/api/manifests/hf-model-helsinki-nlp-opus-mt-taw-en"}},"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":6,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":923686626,"label":"880.9 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":49,"upstreamStars":0,"label":"49 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":"Helsinki-NLP/opus-mt-taw-en"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/12 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: Helsinki-NLP/opus-mt-taw-en","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":6,"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-helsinki-nlp-opus-mt-taw-en/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Helsinki-NLP/opus-mt-taw-en"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T03:16:13.236Z","evidence_url":"/api/manifests/hf-model-helsinki-nlp-opus-mt-taw-en"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-helsinki-nlp-opus-mt-taw-en/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-taw-en/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-taw-en/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-helsinki-nlp-opus-mt-taw-en","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-taw-en/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":"Helsinki-NLP/opus-mt-taw-en"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/12 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: Helsinki-NLP/opus-mt-taw-en","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":6,"totalFiles":12},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-helsinki-nlp-opus-mt-taw-en/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-taw-en/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-taw-en/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-helsinki-nlp-opus-mt-taw-en","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-taw-en/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-taw-en/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-taw-en/distribution"},"supportedClaims":["Helsinki-NLP/opus-mt-taw-en has 0 self-reported, unqualified Hugging Bay community reviews.","Helsinki-NLP/opus-mt-taw-en has 0 self-reported run claims; none qualify verification during limited availability.","Helsinki-NLP/opus-mt-taw-en 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-helsinki-nlp-opus-mt-taw-en/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-taw-en/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-helsinki-nlp-opus-mt-taw-en"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-taw-en/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."}}