{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T21:34:24.659Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-helsinki-nlp-opus-mt-tiny-tur-eng","repo":"Helsinki-NLP/opus-mt_tiny_tur-eng","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":52402884,"readinessCheckedAt":"2026-10-30T21:21:39.959Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":52402884,"readinessCheckedAt":"2026-10-30T21:21:39.959Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-helsinki-nlp-opus-mt-tiny-tur-eng","owner":"Helsinki-NLP","name":"opus-mt_tiny_tur-eng","repo":"Helsinki-NLP/opus-mt_tiny_tur-eng","type":"llm","summary":"Model from Hugging Face for translation: Helsinki-NLP/opus-mt_tiny_tur-eng · unknown","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":142939926,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Helsinki-NLP","sourceUrl":"https://huggingface.co/Helsinki-NLP/opus-mt_tiny_tur-eng","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","tflite","safetensors","marian","translation","en","tr","dataset:helsinki-nlp/tatoeba","dataset:openlanguagedata/flores_plus","dataset:facebook/bouquet","license:apache-2.0","region:us","unknown","llm","helsinki-nlp/tatoeba","openlanguagedata/flores_plus","facebook/bouquet","bleu","comet","chrf"],"task":"translation","modality":"text","framework":"unknown","formats":["gitattributes","md","json","npz","yml","safetensors","tflite","spm"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["bleu","comet","chrf"],"datasets":["Helsinki-NLP/tatoeba","openlanguagedata/flores_plus","facebook/bouquet"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en","tr"],"sourceUrl":"https://huggingface.co/Helsinki-NLP/opus-mt_tiny_tur-eng","evalResults":[],"libraryName":"unknown","pipelineTag":"translation","cardDataKeys":["datasets","language","license","metrics","pipeline_tag"],"semanticText":"translation unknown llm model en tr helsinki-nlp/tatoeba openlanguagedata/flores_plus facebook/bouquet bleu comet chrf safetensors","semanticTerms":["translation","unknown","llm","model","en","tr","helsinki-nlp/tatoeba","openlanguagedata/flores_plus","facebook/bouquet","bleu","comet","chrf","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1659},{"lfs":false,"path":"README.md","sizeBytes":2193},{"lfs":false,"path":"added_tokens.json","sizeBytes":19},{"lfs":false,"path":"config.json","sizeBytes":957},{"lfs":true,"path":"final.model.npz.best-perplexity.npz","sizeBytes":68715149},{"lfs":false,"path":"final.model.npz.best-perplexity.npz.decoder.yml","sizeBytes":93},{"lfs":false,"path":"generation_config.json","sizeBytes":270},{"lfs":true,"path":"model.safetensors","sizeBytes":50743442},{"lfs":true,"path":"model.tflite","sizeBytes":20144264},{"lfs":true,"path":"source.spm","sizeBytes":828303},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":552},{"lfs":true,"path":"target.spm","sizeBytes":828303},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1038},{"lfs":false,"path":"vocab.json","sizeBytes":845381},{"lfs":true,"path":"vocab.spm","sizeBytes":828303}],"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":142939926,"sizeKnown":true,"sizeLabel":"136.3 MB","sizeReason":"","declaredSizeBytes":142939926,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":59,"stars":3,"citations":0,"updatedAt":"2026-09-24T00:31:30.872Z","createdAt":"2026-06-30T04:20:24.830Z","version":"hf-main","upstream":{"gated":false,"repoId":"Helsinki-NLP/opus-mt_tiny_tur-eng","private":false,"repoUrl":"https://huggingface.co/Helsinki-NLP/opus-mt_tiny_tur-eng","disabled":false,"provider":"huggingface","repoType":"model","revision":"2deaeba77ed2b5e6d1ae2a27b6169b2db2d7f2cb","fetchedAt":"2026-09-24T00:31:05.886Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T00:31:30.872Z","mirroredBy":"mirror-batch-worker","totalFiles":15,"hostedFiles":8,"mirroredBytes":52402884,"mirroredFiles":8,"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_6670f6a0ecf91e2136b4a62d56007622c45ba4a1c500ec69b8d79cccba8bfe5f","artifactId":"hf-model-helsinki-nlp-opus-mt-tiny-tur-eng","representationId":"rep-65103e8f95b5b203d2a33b8abd0e229b6481328855ecf584c874575e64500f02","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-65103e8f95b5b203d2a33b8abd0e229b6481328855ecf584c874575e64500f02","artifactId":"hf-model-helsinki-nlp-opus-mt-tiny-tur-eng","format":"safetensors","source":{"provider":"huggingface","identity":"Helsinki-NLP/opus-mt_tiny_tur-eng","revision":"2deaeba77ed2b5e6d1ae2a27b6169b2db2d7f2cb","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":19,"sha256":"sha256:8ddc41c7d18ed0378d47f4b32e3181dc4dc00ad889f74c0cc9006487e266f5d5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5509e1114d4f78812dcf1c5d35268ebb7760dd0c667e4b80a9202a563ebcfec9"},{"path":"config.json","role":"config","sizeBytes":957,"sha256":"sha256:480c811721f0a0dca0aa632ceb566570f06c46d15ad9bbdfcbec58af4734aef0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3c412af2b0d63d12ea2509e08e3c7fb8189da4d5a4fccbe40a5cf7073aa43883"},{"path":"generation_config.json","role":"config","sizeBytes":270,"sha256":"sha256:68e3e0677a3852008c48716deb2b498ab259eb824f7225c834c967a0eecdaf2c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:27a846a38b451408db13a297dc733204438f286d541d347c1042c7de934abbc6"},{"path":"model.safetensors","role":"weight","sizeBytes":50743442,"sha256":"sha256:fb97228b7edfdb3d0b7c65b59b9f167eb2fc81f685ca3d23dc12a6750e8c14e8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2ed4d9d5ccf9080a3cec53475969e5dfb4dfd0b0bdb408220fb93a7c9c334cc2"},{"path":"source.spm","role":"support","sizeBytes":828303,"sha256":"sha256:514637f7fbe60aaf50758d3b57dae3a57ed683bd30b6996c719a7c1b8c813641","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7e3861725f17c006be5e44f9adcd9b6800488512fc54ebb27627433fbb3a24e6"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":552,"sha256":"sha256:358c249e2fb29060c6b73157d428853b0c48710deffc8ee670ab1013880946c9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e0077d22dae397cf625fc818870ee4cb03ebd9a4b932f2e0d671fea29a8984c4"},{"path":"target.spm","role":"support","sizeBytes":828303,"sha256":"sha256:514637f7fbe60aaf50758d3b57dae3a57ed683bd30b6996c719a7c1b8c813641","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b0ca07bb1ecd5af85b71ae14941ce21993ad573e5eb4b621b3a8c051ee7ad412"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1038,"sha256":"sha256:ba6c90b093ea281b23452e63e0601fcd0936d386c8b9ebd949bb239aebe0dd28","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:01d80eaa7af2908b7d2de54bf64fba550eca5467275b631e0a278de20f216ad2"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:c4708094e2d9ac856dc332863b7f305fcabbc7d9159de8183901c51d361d5272","representationDigest":"sha256:95e3ee22533f238e1dc59e387fb3231fb11d5ad6fbdf46dd0a3185d98da21209","evidenceSnapshotDigest":"sha256:1c33e09a928eab523accf47e9b90024425dbe74a98ffe88863f17ba21d222139","evaluatedAt":"2026-09-24T00:31:31.386Z","authorityVersion":"sha256:63a6c4c1c350aa488834edf8642964d44f4436bbfbd5de9c221e8d4ce49dc067","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":15,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T21:21:39.959Z","evidence_url":"/api/manifests/hf-model-helsinki-nlp-opus-mt-tiny-tur-eng"}},"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":15,"publicDownloadableFileCount":8,"externalFileCount":15,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":142939926,"label":"136.3 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":59,"upstreamStars":3,"label":"59 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_tiny_tur-eng"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/15 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_tiny_tur-eng","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":7,"totalFiles":15},"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-tiny-tur-eng/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_tiny_tur-eng"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T21:21:39.959Z","evidence_url":"/api/manifests/hf-model-helsinki-nlp-opus-mt-tiny-tur-eng"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-helsinki-nlp-opus-mt-tiny-tur-eng/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tiny-tur-eng/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tiny-tur-eng/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-helsinki-nlp-opus-mt-tiny-tur-eng","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tiny-tur-eng/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_tiny_tur-eng"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/15 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_tiny_tur-eng","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":7,"totalFiles":15},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-helsinki-nlp-opus-mt-tiny-tur-eng/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tiny-tur-eng/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tiny-tur-eng/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-helsinki-nlp-opus-mt-tiny-tur-eng","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tiny-tur-eng/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tiny-tur-eng/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tiny-tur-eng/distribution"},"supportedClaims":["Helsinki-NLP/opus-mt_tiny_tur-eng has 0 self-reported, unqualified Hugging Bay community reviews.","Helsinki-NLP/opus-mt_tiny_tur-eng has 0 self-reported run claims; none qualify verification during limited availability.","Helsinki-NLP/opus-mt_tiny_tur-eng 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-tiny-tur-eng/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tiny-tur-eng/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-helsinki-nlp-opus-mt-tiny-tur-eng"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tiny-tur-eng/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."}}