{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T02:21:07.120Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-helsinki-nlp-opus-mt-tc-big-en-ko","repo":"Helsinki-NLP/opus-mt-tc-big-en-ko","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":419953442,"readinessCheckedAt":"2026-11-02T02:19:49.378Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":419953442,"readinessCheckedAt":"2026-11-02T02:19:49.378Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-helsinki-nlp-opus-mt-tc-big-en-ko","owner":"Helsinki-NLP","name":"opus-mt-tc-big-en-ko","repo":"Helsinki-NLP/opus-mt-tc-big-en-ko","type":"llm","summary":"Model from Hugging Face for translation: Helsinki-NLP/opus-mt-tc-big-en-ko · 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":"cc-by-4.0"},{"field":"cardMetadata.license","value":"cc-by-4.0"},{"field":"task","value":"translation"},{"field":"cardMetadata.pipelineTag","value":"translation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"cc-by-4.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1685405704,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Helsinki-NLP","sourceUrl":"https://huggingface.co/Helsinki-NLP/opus-mt-tc-big-en-ko","license":"cc-by-4.0","licenseState":"known","licenseLabel":"cc-by-4.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","cc-by-4.0","transformers","pytorch","tf","safetensors","marian","text2text-generation","translation","opus-mt-tc","en","ko","license:cc-by-4.0","model-index","endpoints_compatible","deploy:azure","region:us","llm","opus-mt-tc-big-en-ko"],"task":"translation","modality":"text","framework":"transformers","formats":["gitattributes","md","txt","zip","json","safetensors","bin","spm"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"cc-by-4.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en","ko"],"sourceUrl":"https://huggingface.co/Helsinki-NLP/opus-mt-tc-big-en-ko","evalResults":[{"task":"Translation eng-kor","score":"13.7","metric":"BLEU","verified":false,"benchmark":"flores101-devtest"},{"task":"Translation eng-kor","score":"0.36399","metric":"chr-F","verified":false,"benchmark":"flores101-devtest"}],"libraryName":"transformers","pipelineTag":"translation","cardDataKeys":["language","license","model-index","tags"],"semanticText":"translation transformers llm model en ko opus-mt-tc-big-en-ko safetensors","semanticTerms":["translation","transformers","llm","model","en","ko","opus-mt-tc-big-en-ko","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1434},{"lfs":false,"path":"README.md","sizeBytes":7656},{"lfs":false,"path":"benchmark_results.txt","sizeBytes":266},{"lfs":true,"path":"benchmark_translations.zip","sizeBytes":643073},{"lfs":false,"path":"config.json","sizeBytes":1068},{"lfs":false,"path":"generation_config.json","sizeBytes":293},{"lfs":true,"path":"model.safetensors","sizeBytes":418346322},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":418403333},{"lfs":true,"path":"source.spm","sizeBytes":789870},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":65},{"lfs":true,"path":"target.spm","sizeBytes":815483},{"lfs":true,"path":"tf_model.h5","sizeBytes":845437624},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":341},{"lfs":false,"path":"vocab.json","sizeBytes":958876}],"modelIndexNames":["opus-mt-tc-big-en-ko"]},"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":1685405704,"sizeKnown":true,"sizeLabel":"1.6 GB","sizeReason":"","declaredSizeBytes":1685405704,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":1543,"stars":25,"citations":0,"updatedAt":"2026-09-21T23:10:56.833Z","createdAt":"2026-06-30T02:11:58.129Z","version":"hf-main","upstream":{"gated":false,"repoId":"Helsinki-NLP/opus-mt-tc-big-en-ko","private":false,"repoUrl":"https://huggingface.co/Helsinki-NLP/opus-mt-tc-big-en-ko","disabled":false,"provider":"huggingface","repoType":"model","revision":"ae8606b7b29a495f31ce679cee2007f536a3a5ce","fetchedAt":"2026-09-21T23:09:46.757Z","importMode":"external-catalog","licenseRaw":"cc-by-4.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-21T23:10:56.833Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":7,"mirroredBytes":419953442,"mirroredFiles":7,"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_23c518cbd34ba110c5fe16d82607c704aafcf5b3aa500168df8c9391c1dd4f61","artifactId":"hf-model-helsinki-nlp-opus-mt-tc-big-en-ko","representationId":"rep-b85651fe63e955b1b6e4e9f6602e1fbe1bcc80c5bf7531100a4216773de2512d","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-b85651fe63e955b1b6e4e9f6602e1fbe1bcc80c5bf7531100a4216773de2512d","artifactId":"hf-model-helsinki-nlp-opus-mt-tc-big-en-ko","format":"safetensors","source":{"provider":"huggingface","identity":"Helsinki-NLP/opus-mt-tc-big-en-ko","revision":"ae8606b7b29a495f31ce679cee2007f536a3a5ce","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":1068,"sha256":"sha256:5364df1626882820628dec67310bb7ca14c8938e9f2b0b7766cf4f051d188413","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:52ae0cb41bbee7f2f84a37472a668a4bd4973b4e72a6d7df4db979b534945e56"},{"path":"generation_config.json","role":"config","sizeBytes":293,"sha256":"sha256:95b6219063f279c3b0ee22a19981d1afe6f3f52c16a08453eaddadc51b0ce4ad","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6d275c72261f7db3d259b435dd189771763cd1d72ad947ae0a8239eb3179a6d2"},{"path":"model.safetensors","role":"weight","sizeBytes":418346322,"sha256":"sha256:f7d6ccf642f1672e6b06d46bc406a3f12220b70603f6745dfbce5c097f8511c2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:97a433b11ea1bbff8155956273ce137b023d7986b30e69e1ced7207f771d505e"},{"path":"source.spm","role":"support","sizeBytes":789870,"sha256":"sha256:3d0591e65c49541d82f48df33d7b322c3d4ee7aa0ee8747f9a7f9355dbf22c95","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:db501dab8913f0696c8dcf46b03c776ee5c4e7aabebe3777f42785f66dd39651"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":65,"sha256":"sha256:09059cedc26bc46bc09a52f05b92d4922e11917e87f3b92059bb1a63a59ab2c4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1056fb5b73844d22f976c73c86e22d7ddcb1ef58745a034fb58f66c805c3bf35"},{"path":"target.spm","role":"support","sizeBytes":815483,"sha256":"sha256:3d2aa641a0890d8966ab8703b109895a4e522713ce99b4a0192bfacb495bc97c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:47e73a39dbedd10e9f0d30425b9e50cac652d0bb2803f08c71c00d5ee5cc8e6a"},{"path":"tokenizer_config.json","role":"config","sizeBytes":341,"sha256":"sha256:9160c71f954e46e4616cf13501c392b8ec0c4a05b5c663a654cfa44cbbf83b3f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:60a841cbb973703ba42126531090329450bfc2d39cf070f93638012a0cdcca1a"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:35968af18b6895868bd319caa3f6059e175f08baccf5bb970dfb42d9d94bab8e","representationDigest":"sha256:1b5c4bfba700d21ca6ad6c7ef533dc5f6228aa30be40731deaa3c47d5be5d398","evidenceSnapshotDigest":"sha256:ebadd07d632606b21bac5598b579d9f7580471fab567036aebe6a54bb37f5e59","evaluatedAt":"2026-09-21T23:10:57.506Z","authorityVersion":"sha256:9c9768ff38c32cae543d9b075a62059ebed784705edfe9665a232ccfde5c8fbf","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":7,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":14,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T02:19:49.378Z","evidence_url":"/api/manifests/hf-model-helsinki-nlp-opus-mt-tc-big-en-ko"}},"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":14,"publicDownloadableFileCount":7,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1685405704,"label":"1.6 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1543,"upstreamStars":25,"label":"1.5K 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":"cc-by-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Helsinki-NLP/opus-mt-tc-big-en-ko"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/14 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: cc-by-4.0","Provenance: Helsinki-NLP/opus-mt-tc-big-en-ko","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":7,"totalFiles":14},"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-tc-big-en-ko/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-tc-big-en-ko"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T02:19:49.378Z","evidence_url":"/api/manifests/hf-model-helsinki-nlp-opus-mt-tc-big-en-ko"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-helsinki-nlp-opus-mt-tc-big-en-ko/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-en-ko/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-en-ko/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-helsinki-nlp-opus-mt-tc-big-en-ko","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-en-ko/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":"cc-by-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Helsinki-NLP/opus-mt-tc-big-en-ko"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/14 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: cc-by-4.0","Provenance: Helsinki-NLP/opus-mt-tc-big-en-ko","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":7,"totalFiles":14},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-helsinki-nlp-opus-mt-tc-big-en-ko/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-en-ko/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-en-ko/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-helsinki-nlp-opus-mt-tc-big-en-ko","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-en-ko/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-en-ko/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-en-ko/distribution"},"supportedClaims":["Helsinki-NLP/opus-mt-tc-big-en-ko has 0 self-reported, unqualified Hugging Bay community reviews.","Helsinki-NLP/opus-mt-tc-big-en-ko has 0 self-reported run claims; none qualify verification during limited availability.","Helsinki-NLP/opus-mt-tc-big-en-ko 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-tc-big-en-ko/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-en-ko/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-helsinki-nlp-opus-mt-tc-big-en-ko"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-en-ko/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."}}