{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T21:29:43.447Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-facebook-seamless-m4t-v2-large","repo":"facebook/seamless-m4t-v2-large","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":9252589740,"readinessCheckedAt":"2026-10-30T21:21:59.208Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":9252589740,"readinessCheckedAt":"2026-10-30T21:21:59.208Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-facebook-seamless-m4t-v2-large","owner":"facebook","name":"seamless-m4t-v2-large","repo":"facebook/seamless-m4t-v2-large","type":"audio","summary":"Model from Hugging Face for automatic speech recognition: facebook/seamless-m4t-v2-large · transformers","cardDescription":"Transcribes spoken audio into text.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for transcribing speech.","confidence":"low","task":"automatic-speech-recognition","audience":null,"basis":"recorded-metadata","rules":["task:automatic-speech-recognition"],"evidence":[{"field":"license","value":"cc-by-nc-4.0"},{"field":"cardMetadata.license","value":"cc-by-nc-4.0"},{"field":"task","value":"automatic-speech-recognition"},{"field":"cardMetadata.pipelineTag","value":"automatic-speech-recognition"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","task-tags-conflict"],"facts":{"license":{"id":"cc-by-nc-4.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":29882808359,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"facebook","sourceUrl":"https://huggingface.co/facebook/seamless-m4t-v2-large","license":"cc-by-nc-4.0","licenseState":"known","licenseLabel":"cc-by-nc-4.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","cc-by-nc-4.0","transformers","safetensors","seamless_m4t_v2","feature-extraction","audio-to-audio","text-to-speech","seamless_communication","automatic-speech-recognition","af","am","ar","as","az","be","bn","bs","bg","ca","cs","zh"],"task":"automatic-speech-recognition","modality":"audio","framework":"transformers","formats":["gitattributes","md","json","pt","safetensors","svg","model"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"cc-by-nc-4.0","metrics":["bleu","wer","chrf"],"datasets":[],"paperIds":["2312.05187"],"repoType":"model","baseModel":"","languages":["af","am","ar","as","az","be","bn","bs","bg","ca","cs","zh"],"sourceUrl":"https://huggingface.co/facebook/seamless-m4t-v2-large","evalResults":[],"libraryName":"transformers","pipelineTag":"automatic-speech-recognition","cardDataKeys":["inference","language","library_name","license","metrics","pipeline_tag","tags","widget"],"semanticText":"automatic-speech-recognition transformers audio model af am ar as az be bn bs bg ca cs zh bleu wer chrf safetensors audio-to-audio","semanticTerms":["automatic-speech-recognition","transformers","audio","model","af","am","ar","as","az","be","bn","bs","bg","ca","cs","zh","bleu","wer","chrf","safetensors","audio-to-audio"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":15788},{"lfs":false,"path":"added_tokens.json","sizeBytes":2066},{"lfs":false,"path":"config.json","sizeBytes":2716},{"lfs":false,"path":"generation_config.json","sizeBytes":9906948},{"lfs":true,"path":"m4t_v2_multitask_unity2.pt","sizeBytes":11386771266},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":4999163080},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":4238114628},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":210713},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":1776},{"lfs":true,"path":"seamlessM4T_v2_large.pt","sizeBytes":9070060243},{"lfs":false,"path":"seamlessm4t_arch.svg","sizeBytes":50078},{"lfs":true,"path":"sentencepiece.bpe.model","sizeBytes":5165809},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":2337},{"lfs":true,"path":"spm_char_lang38_tc.model","sizeBytes":368901},{"lfs":true,"path":"tokenizer.model","sizeBytes":5165809},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":19667},{"lfs":true,"path":"vocoder_v2.pt","sizeBytes":167785015}],"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":29882808359,"sizeKnown":true,"sizeLabel":"27.8 GB","sizeReason":"","declaredSizeBytes":29882808359,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":306684,"stars":1012,"citations":0,"updatedAt":"2026-09-18T06:06:00.476Z","createdAt":"2026-09-18T05:56:31.261Z","version":"hf-main","upstream":{"gated":false,"repoId":"facebook/seamless-m4t-v2-large","private":false,"repoUrl":"https://huggingface.co/facebook/seamless-m4t-v2-large","disabled":false,"provider":"huggingface","repoType":"model","revision":"5f8cc790b19fc3f67a61c105133b20b34e3dcb76","fetchedAt":"2026-09-18T05:56:31.255Z","importMode":"external-catalog","licenseRaw":"cc-by-nc-4.0","licenseDeclared":"cc-by-nc-4.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-18T06:06:00.476Z","mirroredBy":"mirror-batch-worker","totalFiles":18,"hostedFiles":10,"mirroredBytes":9252589740,"mirroredFiles":10,"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_3d5ad2ad988d340820e759e2e532a4d636a86e6e00f3118e978cfa15089c441e","artifactId":"hf-model-facebook-seamless-m4t-v2-large","representationId":"rep-8dab1f0a79baebcef9ddd72948a56ad8c8aac408f984efaa49dc19fbe81f5b3d","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-8dab1f0a79baebcef9ddd72948a56ad8c8aac408f984efaa49dc19fbe81f5b3d","artifactId":"hf-model-facebook-seamless-m4t-v2-large","format":"safetensors","source":{"provider":"huggingface","identity":"facebook/seamless-m4t-v2-large","revision":"5f8cc790b19fc3f67a61c105133b20b34e3dcb76","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":2066,"sha256":"sha256:9ac8a85d4e97d27fad026a813d52a069680e4e0cae701ef145b204bd533251b2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5b9565be46ede4b9a8b408b1c1dd8dc2bcb9820cb25d81af7fa952b156d27d7c"},{"path":"config.json","role":"config","sizeBytes":2716,"sha256":"sha256:4b2fa9d863cc3033adaf261e6c3e32ad90347ee2f199a349ba1c77d5e26a605f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:300ea53c1aab989b12f61520f8577724ed097af69fda839ee48975edad6072e1"},{"path":"generation_config.json","role":"config","sizeBytes":9906948,"sha256":"sha256:febbbbac4f0b122473a0125165c9291add850956315e35a025e16474cc0da5f4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d65d6f788bd9a846d2bb5db8dbbc5b6c913acca3c0df4600c7c60ff0193d0142"},{"path":"model-00001-of-00002.safetensors","role":"weight","sizeBytes":4999163080,"sha256":"sha256:85cab984fbc111f8713827c440499453b9e66f262862866eeed8725c302ba2ac","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c62ba29bd85a4d9e0ce8aa784ead70105da60bdd139ea77f9c042aeb85bf9dc6"},{"path":"model-00002-of-00002.safetensors","role":"weight","sizeBytes":4238114628,"sha256":"sha256:9536dc05892a6ca8410bcfea763dde422e2430c3cc1f3acd26c55182c8989017","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:764f558fb044fb1c35ab04ded8dc38631dfb4e150d072b521a1bac425a89772f"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":210713,"sha256":"sha256:79d33aa045308d1a93b11952f2a3e6a647c107b688e5fdf1124c4601626dcdb2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8d658cd97200adac124114af026a19abb76b122ad1d7a8c9bbdbc523839d8057"},{"path":"preprocessor_config.json","role":"config","sizeBytes":1776,"sha256":"sha256:59294da7ee216cf80f8083180cdb0ace7efabbe35a8b9009c5cab341af2bd1c7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:783e04c043b877e271ad7b4c314c0adf0baa1a016f20fb1395aaf27984d30265"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":2337,"sha256":"sha256:36ba9ab56ea9a4d0182ae18aed1ff16a15bf91b8aa544722c686744d5972b522","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bbfa3e279facebb75ea6bcaf7b06f554cf06318673b4a834bd185665264372b2"},{"path":"tokenizer.model","role":"tokenizer","sizeBytes":5165809,"sha256":"sha256:026a76827537db9f1348e4d5aaa127bb10a2f2ff633243f3a52d16be82d73f9d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:38ad0710219002fae2d8a3b3a93418d5f820c0a04b4ad4a89aac9b6cdecc5831"},{"path":"tokenizer_config.json","role":"config","sizeBytes":19667,"sha256":"sha256:0a184dd2f5b9ee02ddfa7fc2110b7e919c471f29e2e771d8c18b22b7758827c8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bb5e4587b9f9232aa412d0dda68f5e564e7bd517c8437c679bf10b2fbff85bdd"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:c21fd57ca2f6fb9a0d65c176947e7487ca57685f443c6e1a5c946407a57c8782","representationDigest":"sha256:af5d5de50b34b921f3aee7da5e8fec36a70a041e8a45e171b934db482dc9a372","evidenceSnapshotDigest":"sha256:46257a303dff7d90eb947c7b1285bbe2537312fa235e5aabe346005736449efb","evaluatedAt":"2026-09-18T06:06:01.452Z","authorityVersion":"sha256:191c9a06c07302da3d726db8bfb0afd9d1c2f2d8d2b155ba8102b835dea72252","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":10,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":18,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T21:21:59.208Z","evidence_url":"/api/manifests/hf-model-facebook-seamless-m4t-v2-large"}},"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":18,"publicDownloadableFileCount":10,"externalFileCount":18,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":29882808359,"label":"27.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":306684,"upstreamStars":1012,"label":"307K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"cc-by-nc-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"facebook/seamless-m4t-v2-large"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/18 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":["Provenance: facebook/seamless-m4t-v2-large","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: cc-by-nc-4.0","Hosted files: 10/18 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":8,"totalFiles":18},"action":{"id":"open-source","label":"Open official source","detail":"Use the official immutable source while Hugging Bay evidence remains incomplete.","href":"https://huggingface.co/facebook/seamless-m4t-v2-large"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"facebook/seamless-m4t-v2-large"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T21:21:59.208Z","evidence_url":"/api/manifests/hf-model-facebook-seamless-m4t-v2-large"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-facebook-seamless-m4t-v2-large/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-seamless-m4t-v2-large/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-seamless-m4t-v2-large/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-facebook-seamless-m4t-v2-large","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-seamless-m4t-v2-large/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":"unknown","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"cc-by-nc-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"facebook/seamless-m4t-v2-large"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/18 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":["Provenance: facebook/seamless-m4t-v2-large","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: cc-by-nc-4.0","Hosted files: 10/18 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":8,"totalFiles":18},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-facebook-seamless-m4t-v2-large/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-seamless-m4t-v2-large/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-seamless-m4t-v2-large/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-facebook-seamless-m4t-v2-large","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-seamless-m4t-v2-large/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-seamless-m4t-v2-large/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-seamless-m4t-v2-large/distribution"},"supportedClaims":["facebook/seamless-m4t-v2-large has 0 self-reported, unqualified Hugging Bay community reviews.","facebook/seamless-m4t-v2-large has 0 self-reported run claims; none qualify verification during limited availability.","facebook/seamless-m4t-v2-large 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-facebook-seamless-m4t-v2-large/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-seamless-m4t-v2-large/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-facebook-seamless-m4t-v2-large"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-seamless-m4t-v2-large/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."}}