{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-03T11:13:58.435Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-helsinki-nlp-opus-mt-tc-big-en-ces-slk","repo":"Helsinki-NLP/opus-mt-tc-big-en-ces_slk","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":472656802,"readinessCheckedAt":"2026-11-03T10:11:35.328Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":472656802,"readinessCheckedAt":"2026-11-03T10:11:35.328Z","readinessSource":"file-check","degraded":true,"stale":true,"obtainReady":null,"hosted":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown."},"id":"hf-model-helsinki-nlp-opus-mt-tc-big-en-ces-slk","owner":"Helsinki-NLP","name":"opus-mt-tc-big-en-ces_slk","repo":"Helsinki-NLP/opus-mt-tc-big-en-ces_slk","type":"llm","summary":"Model from Hugging Face for translation: Helsinki-NLP/opus-mt-tc-big-en-ces_slk · 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":1902778632,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Helsinki-NLP","sourceUrl":"https://huggingface.co/Helsinki-NLP/opus-mt-tc-big-en-ces_slk","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","ces","slk","cs","sk","en","license:cc-by-4.0","model-index","endpoints_compatible","deploy:azure","region:us","llm","opus-mt-tc-big-en-ces_slk"],"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":["ces","slk","cs","sk","en"],"sourceUrl":"https://huggingface.co/Helsinki-NLP/opus-mt-tc-big-en-ces_slk","evalResults":[{"task":"Translation eng-ces","score":"34.1","metric":"BLEU","verified":false,"benchmark":"flores101-devtest"},{"task":"Translation eng-slk","score":"35.9","metric":"BLEU","verified":false,"benchmark":"flores101-devtest"},{"task":"Translation eng-ces","score":"33.4","metric":"BLEU","verified":false,"benchmark":"multi30k_test_2016_flickr"},{"task":"Translation eng-ces","score":"33.4","metric":"BLEU","verified":false,"benchmark":"multi30k_test_2018_flickr"},{"task":"Translation eng-ces","score":"22.8","metric":"BLEU","verified":false,"benchmark":"news-test2008"},{"task":"Translation eng-ces","score":"47.5","metric":"BLEU","verified":false,"benchmark":"tatoeba-test-v2021-08-07"},{"task":"Translation eng-ces","score":"24.3","metric":"BLEU","verified":false,"benchmark":"newstest2009"},{"task":"Translation eng-ces","score":"24.4","metric":"BLEU","verified":false,"benchmark":"newstest2010"},{"task":"Translation eng-ces","score":"25.5","metric":"BLEU","verified":false,"benchmark":"newstest2011"},{"task":"Translation eng-ces","score":"22.6","metric":"BLEU","verified":false,"benchmark":"newstest2012"},{"task":"Translation eng-ces","score":"27.4","metric":"BLEU","verified":false,"benchmark":"newstest2013"},{"task":"Translation eng-ces","score":"31.4","metric":"BLEU","verified":false,"benchmark":"newstest2014"}],"libraryName":"transformers","pipelineTag":"translation","cardDataKeys":["language","license","model-index","tags"],"semanticText":"translation transformers llm model ces slk cs sk en opus-mt-tc-big-en-ces_slk safetensors","semanticTerms":["translation","transformers","llm","model","ces","slk","cs","sk","en","opus-mt-tc-big-en-ces_slk","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1313},{"lfs":false,"path":"README.md","sizeBytes":10521},{"lfs":false,"path":"benchmark_results.txt","sizeBytes":1068},{"lfs":true,"path":"benchmark_translations.zip","sizeBytes":6591097},{"lfs":false,"path":"config.json","sizeBytes":1076},{"lfs":false,"path":"generation_config.json","sizeBytes":301},{"lfs":true,"path":"model.safetensors","sizeBytes":471035430},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":471092421},{"lfs":true,"path":"source.spm","sizeBytes":796504},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":65},{"lfs":true,"path":"target.spm","sizeBytes":823079},{"lfs":true,"path":"tf_model.h5","sizeBytes":950918632},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":347},{"lfs":false,"path":"vocab.json","sizeBytes":1506778}],"modelIndexNames":["opus-mt-tc-big-en-ces_slk"]},"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":1902778632,"sizeKnown":true,"sizeLabel":"1.8 GB","sizeReason":"","declaredSizeBytes":1902778632,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":71,"stars":3,"citations":0,"updatedAt":"2026-09-23T02:46:29.203Z","createdAt":"2026-06-30T04:16:01.019Z","version":"hf-main","upstream":{"gated":false,"repoId":"Helsinki-NLP/opus-mt-tc-big-en-ces_slk","private":false,"repoUrl":"https://huggingface.co/Helsinki-NLP/opus-mt-tc-big-en-ces_slk","disabled":false,"provider":"huggingface","repoType":"model","revision":"170aa4ed3f0ed7f6315f4b2f917b390081c8a969","fetchedAt":"2026-09-23T02:45:38.872Z","importMode":"external-catalog","licenseRaw":"cc-by-4.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-23T02:46:29.203Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":7,"mirroredBytes":472656802,"mirroredFiles":7,"storageProvider":"gcs","hosted":null,"downloadable":null,"verified":false,"completeRunnable":null,"runReady":null,"refreshedAt":null,"stale":false,"downloadReady":null,"readiness":"unknown","obtainReady":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"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_4abfe1a5258bb2f38db438fedbaad9b89fa5b764daea878d2ee28473d919be96","artifactId":"hf-model-helsinki-nlp-opus-mt-tc-big-en-ces-slk","representationId":"rep-d62506a5b79fa6a0c7aecef6ee125cac71df998fb692a4baf70ec8eae49b4ec6","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-d62506a5b79fa6a0c7aecef6ee125cac71df998fb692a4baf70ec8eae49b4ec6","artifactId":"hf-model-helsinki-nlp-opus-mt-tc-big-en-ces-slk","format":"safetensors","source":{"provider":"huggingface","identity":"Helsinki-NLP/opus-mt-tc-big-en-ces_slk","revision":"170aa4ed3f0ed7f6315f4b2f917b390081c8a969","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":1076,"sha256":"sha256:2bef29373fb39e151b602aec60a3b4ff0f20163e17f5f4d7a2156eca1cae30e7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:387e1b148cb66ace6f64549d01f935495a67f8f3481dbf37f64ce55f4cdbc0a9"},{"path":"generation_config.json","role":"config","sizeBytes":301,"sha256":"sha256:31ed189bbc84fa1cd9588bf8074a06cb7b7c127ea45dab6916ca16e04a766b44","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b65d2b860cfae13f9eacd5471634b015525310b4666c2a8de9f147e795c6d1ba"},{"path":"model.safetensors","role":"weight","sizeBytes":471035430,"sha256":"sha256:4aa382859f243cf69cae2b140830d5316199185822b58cf68139fab950824e77","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0edff274d0f5b00873cc9df0f28abecb08f5b3cb02968a35fd3a463c6e4fedae"},{"path":"source.spm","role":"support","sizeBytes":796504,"sha256":"sha256:adabb94ecde18c3b7d9af17fc922f206cae6f880d8cd6df24b6b629594f5dd29","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c2bc82550dd163287535fc29250205237e719422d0e23c3d98e49edc79273599"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":65,"sha256":"sha256:09059cedc26bc46bc09a52f05b92d4922e11917e87f3b92059bb1a63a59ab2c4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5d15777d1353863ecffb5ff6c5a4ca6ea93e6cacd4261dd3322ea80f17291e22"},{"path":"target.spm","role":"support","sizeBytes":823079,"sha256":"sha256:03d425403f18a5e6f1ce7513643e01755341532c88ed26831edaba60fc6043f0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9afee1138e6b430f56c1dd2c2c5d50cf354fe40ff02acbb64f39a66c7302a53c"},{"path":"tokenizer_config.json","role":"config","sizeBytes":347,"sha256":"sha256:65841c044878d204c141df2375441351ab61b8bd64e10e427140089bf4ad644d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ca32b13faf8bdbc913b3e72921c722ee246719dc9ae6d77e40e34168def6694a"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:445cf7213d06f4f89ba286315615643affbea1ca2782c0abd834bc4bcbdf4bab","representationDigest":"sha256:c09cb77d56d0fe1512b22239389cf319862c7735a3165751f9abbaf9aaaede2a","evidenceSnapshotDigest":"sha256:7a2d0f392ae28f8e0fe9d59e0815505e7e0996e0a0fe4cff96903fb1a48a8220","evaluatedAt":"2026-09-23T02:46:29.515Z","authorityVersion":"sha256:69e553349c5df11d75c8b3798477a31b7844d3913b9aa7bca6b64e7085e27641","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":"2026-11-03T10:11:35.328Z","evidence_url":"/api/manifests/hf-model-helsinki-nlp-opus-mt-tc-big-en-ces-slk"}},"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":"unknown","hosted":null,"fileCount":14,"publicDownloadableFileCount":7,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1902778632,"label":"1.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":71,"upstreamStars":3,"label":"71 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-ces_slk"},{"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-ces_slk","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-ces-slk/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-ces_slk"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T10:11:35.328Z","evidence_url":"/api/manifests/hf-model-helsinki-nlp-opus-mt-tc-big-en-ces-slk"},"lastKnownAnswer":"Ready to download","obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","recommendedFile":null},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-helsinki-nlp-opus-mt-tc-big-en-ces-slk/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-en-ces-slk/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-en-ces-slk/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-helsinki-nlp-opus-mt-tc-big-en-ces-slk","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-en-ces-slk/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-ces_slk"},{"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-ces_slk","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-ces-slk/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-en-ces-slk/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-en-ces-slk/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-helsinki-nlp-opus-mt-tc-big-en-ces-slk","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-en-ces-slk/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-en-ces-slk/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-en-ces-slk/distribution"},"supportedClaims":["Helsinki-NLP/opus-mt-tc-big-en-ces_slk has 0 self-reported, unqualified Hugging Bay community reviews.","Helsinki-NLP/opus-mt-tc-big-en-ces_slk has 0 self-reported run claims; none qualify verification during limited availability.","Helsinki-NLP/opus-mt-tc-big-en-ces_slk 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-ces-slk/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-en-ces-slk/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-helsinki-nlp-opus-mt-tc-big-en-ces-slk"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-en-ces-slk/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."}}