{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T13:42:05.737Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-helsinki-nlp-opus-mt-tc-big-gmq-itc","repo":"Helsinki-NLP/opus-mt-tc-big-gmq-itc","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":473205706,"readinessCheckedAt":"2026-11-02T12:31:32.441Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":473205706,"readinessCheckedAt":"2026-11-02T12:31:32.441Z","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-gmq-itc","owner":"Helsinki-NLP","name":"opus-mt-tc-big-gmq-itc","repo":"Helsinki-NLP/opus-mt-tc-big-gmq-itc","type":"llm","summary":"Model from Hugging Face for translation: Helsinki-NLP/opus-mt-tc-big-gmq-itc · 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":1908201234,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Helsinki-NLP","sourceUrl":"https://huggingface.co/Helsinki-NLP/opus-mt-tc-big-gmq-itc","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","ca","da","es","fr","gl","is","it","nb","pt","ro","sv","license:cc-by-4.0"],"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":["ca","da","es","fr","gl","is","it","nb","pt","ro","sv"],"sourceUrl":"https://huggingface.co/Helsinki-NLP/opus-mt-tc-big-gmq-itc","evalResults":[{"task":"Translation dan-cat","score":"33.4","metric":"BLEU","verified":false,"benchmark":"flores101-devtest"},{"task":"Translation dan-cat","score":"0.59224","metric":"chr-F","verified":false,"benchmark":"flores101-devtest"},{"task":"Translation dan-fra","score":"38.3","metric":"BLEU","verified":false,"benchmark":"flores101-devtest"},{"task":"Translation dan-fra","score":"0.63387","metric":"chr-F","verified":false,"benchmark":"flores101-devtest"},{"task":"Translation dan-glg","score":"26.4","metric":"BLEU","verified":false,"benchmark":"flores101-devtest"},{"task":"Translation dan-glg","score":"0.54446","metric":"chr-F","verified":false,"benchmark":"flores101-devtest"},{"task":"Translation dan-ita","score":"25.7","metric":"BLEU","verified":false,"benchmark":"flores101-devtest"},{"task":"Translation dan-ita","score":"0.55237","metric":"chr-F","verified":false,"benchmark":"flores101-devtest"},{"task":"Translation dan-por","score":"36.9","metric":"BLEU","verified":false,"benchmark":"flores101-devtest"},{"task":"Translation dan-por","score":"0.62233","metric":"chr-F","verified":false,"benchmark":"flores101-devtest"},{"task":"Translation dan-ron","score":"31.8","metric":"BLEU","verified":false,"benchmark":"flores101-devtest"},{"task":"Translation dan-ron","score":"0.58235","metric":"chr-F","verified":false,"benchmark":"flores101-devtest"}],"libraryName":"transformers","pipelineTag":"translation","cardDataKeys":["language","license","model-index","tags"],"semanticText":"translation transformers llm model ca da es fr gl is it nb pt ro sv opus-mt-tc-big-gmq-itc safetensors","semanticTerms":["translation","transformers","llm","model","ca","da","es","fr","gl","is","it","nb","pt","ro","sv","opus-mt-tc-big-gmq-itc","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1434},{"lfs":false,"path":"README.md","sizeBytes":23806},{"lfs":false,"path":"benchmark_results.txt","sizeBytes":4267},{"lfs":true,"path":"benchmark_translations.zip","sizeBytes":9846623},{"lfs":false,"path":"config.json","sizeBytes":1076},{"lfs":false,"path":"generation_config.json","sizeBytes":301},{"lfs":true,"path":"model.safetensors","sizeBytes":471580730},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":471637701},{"lfs":true,"path":"source.spm","sizeBytes":807660},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":65},{"lfs":true,"path":"target.spm","sizeBytes":815536},{"lfs":true,"path":"tf_model.h5","sizeBytes":952010296},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":338},{"lfs":false,"path":"vocab.json","sizeBytes":1471401}],"modelIndexNames":["opus-mt-tc-big-gmq-itc"]},"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":1908201234,"sizeKnown":true,"sizeLabel":"1.8 GB","sizeReason":"","declaredSizeBytes":1908201234,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":53,"stars":0,"citations":0,"updatedAt":"2026-09-24T22:59:00.471Z","createdAt":"2026-09-24T22:57:37.231Z","version":"hf-main","upstream":{"gated":false,"repoId":"Helsinki-NLP/opus-mt-tc-big-gmq-itc","private":false,"repoUrl":"https://huggingface.co/Helsinki-NLP/opus-mt-tc-big-gmq-itc","disabled":false,"provider":"huggingface","repoType":"model","revision":"595c87dc52bd0aa4174b24685b58f78e5492c354","fetchedAt":"2026-09-24T22:57:37.229Z","importMode":"external-catalog","licenseRaw":"cc-by-4.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-24T22:59:00.471Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":7,"mirroredBytes":473205706,"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_c6028ee78281195ab9a69b2fff30791017452cc064438ca1cab02e1a1801b3fd","artifactId":"hf-model-helsinki-nlp-opus-mt-tc-big-gmq-itc","representationId":"rep-f44f4f617e20efd4125c0b88ebbaf0f5903455f767a2bac9cb71a72cee09eee1","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-f44f4f617e20efd4125c0b88ebbaf0f5903455f767a2bac9cb71a72cee09eee1","artifactId":"hf-model-helsinki-nlp-opus-mt-tc-big-gmq-itc","format":"safetensors","source":{"provider":"huggingface","identity":"Helsinki-NLP/opus-mt-tc-big-gmq-itc","revision":"595c87dc52bd0aa4174b24685b58f78e5492c354","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":1076,"sha256":"sha256:aef1873b758a93540f049e150ac2264ecddcc614394ad7732518e75b69529ee1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5064062e22c8ec402608fda2ed3ee7721cc437fff341bbb350fa4b458614278c"},{"path":"generation_config.json","role":"config","sizeBytes":301,"sha256":"sha256:74fad45a985196e1cb250094d10f1b2f8ac465175db93c8675af49895b76ede2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a193b812dded2fc4404a624c50fd8d836e7bdf396f6043c1b9d10a92babf133d"},{"path":"model.safetensors","role":"weight","sizeBytes":471580730,"sha256":"sha256:536aa2e39ab8969f06f4e5c9ddd857dfd52506cdc6c1dce8d21ddef9eff9e234","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:94305202c1ba8fe5a5d8615e4124eeaeacd08507880d1a1e89060ee90b5be8b9"},{"path":"source.spm","role":"support","sizeBytes":807660,"sha256":"sha256:48b6f16ca3913c42bf46c4af955e15d461d78ff660b291efbdb7df9bc28c371c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fbd4abb4b929b12c7d04c03dd4659efc23b3988c2195d8044f97bc5a6a61e78e"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":65,"sha256":"sha256:09059cedc26bc46bc09a52f05b92d4922e11917e87f3b92059bb1a63a59ab2c4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0b3d0a076fc5a0fa13902eb8346f07bd403c725b3b90af358d12e02294a8d710"},{"path":"target.spm","role":"support","sizeBytes":815536,"sha256":"sha256:a8125135d04b6fa8861f1fc8d0d8f8bf9b2af4be394d8c2e4aa89c340ad38105","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e86f32fdbf85fc2ff66d77c1c950002f31123c2c1e31be248d672a9c614024a4"},{"path":"tokenizer_config.json","role":"config","sizeBytes":338,"sha256":"sha256:4d01011570e796387e487f537bbc41f9343c9ccd2127b431df572730bfa7b581","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e7ae4ed91e7324c2e6eb0f732eb346d2ec51a902a266412abe8d551d74940034"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:68d7830fdaa2eb3d78897f3311b6c6548f5fb67094909d88d78fd730dbc8c563","representationDigest":"sha256:ab778778411150a1e80b8fe9f0cfe1be3bbf20adbbcc5ccb28d03d8bbe23600c","evidenceSnapshotDigest":"sha256:d8dc966dc956cc50ab0a792fd454a3dbed02ff1725f7cd85b92c4b5c812f4fa0","evaluatedAt":"2026-09-24T22:59:00.793Z","authorityVersion":"sha256:49703789500d25c7da38991c1c0efb876e139e72b5d6907b49dca7f97a7f59ab","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":"2026-11-02T12:31:32.441Z","evidence_url":"/api/manifests/hf-model-helsinki-nlp-opus-mt-tc-big-gmq-itc"}},"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":1908201234,"label":"1.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":53,"upstreamStars":0,"label":"53 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-gmq-itc"},{"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-gmq-itc","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-gmq-itc/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-gmq-itc"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T12:31:32.441Z","evidence_url":"/api/manifests/hf-model-helsinki-nlp-opus-mt-tc-big-gmq-itc"},"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-gmq-itc/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-gmq-itc/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-gmq-itc/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-helsinki-nlp-opus-mt-tc-big-gmq-itc","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-gmq-itc/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-gmq-itc"},{"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-gmq-itc","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-gmq-itc/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-gmq-itc/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-gmq-itc/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-helsinki-nlp-opus-mt-tc-big-gmq-itc","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-gmq-itc/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-gmq-itc/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-gmq-itc/distribution"},"supportedClaims":["Helsinki-NLP/opus-mt-tc-big-gmq-itc has 0 self-reported, unqualified Hugging Bay community reviews.","Helsinki-NLP/opus-mt-tc-big-gmq-itc has 0 self-reported run claims; none qualify verification during limited availability.","Helsinki-NLP/opus-mt-tc-big-gmq-itc 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-gmq-itc/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-gmq-itc/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-helsinki-nlp-opus-mt-tc-big-gmq-itc"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-tc-big-gmq-itc/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."}}