{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T16:18:17.560Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-inclusionai-ming-omni-tts-16-8b-a3b","repo":"inclusionAI/Ming-omni-tts-16.8B-A3B","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":12,"mirroredBytes":35807458147,"readinessCheckedAt":"2026-11-02T15:00:11.876Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":12,"mirroredBytes":35807458147,"readinessCheckedAt":"2026-11-02T15:00:11.876Z","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-inclusionai-ming-omni-tts-16-8b-a3b","owner":"inclusionAI","name":"Ming-omni-tts-16.8B-A3B","repo":"inclusionAI/Ming-omni-tts-16.8B-A3B","type":"llm","summary":"Model from Hugging Face for text to speech: inclusionAI/Ming-omni-tts-16.8B-A3B · onnx","cardDescription":"Turns written text into spoken audio.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for turning text into speech.","confidence":"medium","task":"text-to-speech","audience":null,"basis":"recorded-metadata","rules":["task:text-to-speech"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"text-to-speech"},{"field":"cardMetadata.pipelineTag","value":"text-to-speech"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":35835766832,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"inclusionAI","sourceUrl":"https://huggingface.co/inclusionAI/Ming-omni-tts-16.8B-A3B","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","apache-2.0","onnx","safetensors","bailingmm","text-to-speech","custom_code","license:apache-2.0","region:us","llm"],"task":"text-to-speech","modality":"text","framework":"onnx","formats":["gitattributes","md","onnx","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/inclusionAI/Ming-omni-tts-16.8B-A3B","evalResults":[],"libraryName":"onnx","pipelineTag":"text-to-speech","cardDataKeys":["license","pipeline_tag"],"semanticText":"text-to-speech onnx llm model safetensors","semanticTerms":["text-to-speech","onnx","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":3743},{"lfs":true,"path":"campplus.onnx","sizeBytes":28303423},{"lfs":false,"path":"config.json","sizeBytes":6374},{"lfs":true,"path":"model-00001-of-00008.safetensors","sizeBytes":4998949136},{"lfs":true,"path":"model-00002-of-00008.safetensors","sizeBytes":4999501536},{"lfs":true,"path":"model-00003-of-00008.safetensors","sizeBytes":4995037352},{"lfs":true,"path":"model-00004-of-00008.safetensors","sizeBytes":4995037712},{"lfs":true,"path":"model-00005-of-00008.safetensors","sizeBytes":4999502432},{"lfs":true,"path":"model-00006-of-00008.safetensors","sizeBytes":4995037688},{"lfs":true,"path":"model-00007-of-00008.safetensors","sizeBytes":4994305928},{"lfs":true,"path":"model-00008-of-00008.safetensors","sizeBytes":819638392},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":634889},{"lfs":false,"path":"tokenizer.json","sizeBytes":9751829},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":54879}],"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":35835766832,"sizeKnown":true,"sizeLabel":"33.4 GB","sizeReason":"","declaredSizeBytes":35835766832,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":1006,"stars":54,"citations":0,"updatedAt":"2026-09-19T11:40:30.309Z","createdAt":"2026-06-30T02:15:25.913Z","version":"hf-main","upstream":{"gated":false,"repoId":"inclusionAI/Ming-omni-tts-16.8B-A3B","private":false,"repoUrl":"https://huggingface.co/inclusionAI/Ming-omni-tts-16.8B-A3B","disabled":false,"provider":"huggingface","repoType":"model","revision":"2efcd28d04f83b1bd471af639b4210c9ecf2cd33","fetchedAt":"2026-09-19T10:09:36.571Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-19T11:40:30.309Z","mirroredBy":"mirror-batch-worker","totalFiles":15,"hostedFiles":12,"mirroredBytes":35807458147,"mirroredFiles":12,"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_16152186dbcf3f8443d90e53047f323098642f362ad3883ffc79c93ddf16726e","artifactId":"hf-model-inclusionai-ming-omni-tts-16-8b-a3b","representationId":"rep-d934607f1adef303757a8518283d511e69c5859a6d268446cb5bb4e0a9d5f0bc","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-d934607f1adef303757a8518283d511e69c5859a6d268446cb5bb4e0a9d5f0bc","artifactId":"hf-model-inclusionai-ming-omni-tts-16-8b-a3b","format":"safetensors","source":{"provider":"huggingface","identity":"inclusionAI/Ming-omni-tts-16.8B-A3B","revision":"2efcd28d04f83b1bd471af639b4210c9ecf2cd33","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":6374,"sha256":"sha256:bad8fc54b9bec8b62dc0b5a073c108b2f17ffbafb51cc1aea02c10eaf6dee54e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d0cd2c3be8bd97fea6e8ad23cf56a93c72e3da1bb4f22bb21bf6ea4fb2d24daa"},{"path":"model-00001-of-00008.safetensors","role":"weight","sizeBytes":4998949136,"sha256":"sha256:e434b0d71d504f32a229aa8091c28c5767ab9055fb67e797a4951602ab1757da","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:134586ca8558f71cdc837dfd1d38b7d12c95a4d824ac9e0b79bee091a7089203"},{"path":"model-00002-of-00008.safetensors","role":"weight","sizeBytes":4999501536,"sha256":"sha256:62e41e8d5a51591acfde5bdb3186a61438158f113c4fed7d9fe1a8be4b4f4a6b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:eb562450124fbd9484594c05e0842d1bf53eae1e4404437054d8edf3047adaec"},{"path":"model-00003-of-00008.safetensors","role":"weight","sizeBytes":4995037352,"sha256":"sha256:1e414309b2e77dcfb6324f6aa9dcf39eb235bf8472e59b7599ba06772be4c21d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4f377361f05ee0ac1c6f2e234629802cd917f9305d6654cc7a8310cb69da2f01"},{"path":"model-00004-of-00008.safetensors","role":"weight","sizeBytes":4995037712,"sha256":"sha256:f7deca023085255c30c3395fc87a98cb51f8a35220daf325b3d9f5b336e4b8ec","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:24397997d257afc6a2057b37791de6a73a2a08badfa04ba395444f0a2eaca6b9"},{"path":"model-00005-of-00008.safetensors","role":"weight","sizeBytes":4999502432,"sha256":"sha256:34523827fca7ca85727677e1e24b80af3a8026449650f5507141dc869fcb7a41","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c03ce3df1d11e92af1ca6491014855e0734ff65f06e124fbfc42b7e64d43fbcc"},{"path":"model-00006-of-00008.safetensors","role":"weight","sizeBytes":4995037688,"sha256":"sha256:c1cbedbadfee5ad3e49b0a3142996766ae32b738c9d277b7a96aab1d0e712ad6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1740f9b9e701ffe571f7f3227c8454443311d114501fb158a658709b09e2b03c"},{"path":"model-00007-of-00008.safetensors","role":"weight","sizeBytes":4994305928,"sha256":"sha256:954086c833dd144cdaf055832580a4f6a0551deac2ac274fc582c8b961c50109","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:72d38418deb961d514aa623f300e5a021047f18c8fad028be8ccb9368aba98d9"},{"path":"model-00008-of-00008.safetensors","role":"weight","sizeBytes":819638392,"sha256":"sha256:6905629802eb3668473f573e40d62abc0d847bc6495463cbcb04f406a5c09eba","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:105971edf827a57898d5bb0fa8f124d16d8921eda1e453dc8f5814479e8291e1"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":634889,"sha256":"sha256:3383f9f49b2ccfd9b24d13b2fc34235595b437843b27e193d13403f271e08b16","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f38d519183cb959aed5e14cd1bcaa95a218f9d5df4430f9bc6c2a11de7f82f7c"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":9751829,"sha256":"sha256:4d10b6320b9a64d04482a468cbe02f227f0c411b9daa09f6ec40f851b308f34f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1440781bc5f4697c4e0c66132d40df555ee4e2e4d92c7c86c040254df716a550"},{"path":"tokenizer_config.json","role":"config","sizeBytes":54879,"sha256":"sha256:6373dc4131e5feda23e2ed3e52c91b5d5299bb462b10e719737d6b5d9656645b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ef83518d952ce4b05bcdbb9b3e06bec9c8c6d35031b6d67f7ad28841b847ae1c"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:42a75f6854821e2fa05f572afc7ac192111dfdfa0811aa7323c4f9788a9d91ff","representationDigest":"sha256:eeee00d4897f161956e889e48283e5c3559b9afce520138c4a963d7dbe54f66c","evidenceSnapshotDigest":"sha256:1b354ffc8d70bc30f7775e010b5b2d0a86e5f943e7a739d2662e4da06b552adb","evaluatedAt":"2026-09-19T11:40:31.310Z","authorityVersion":"sha256:fffeccf56fc78badad14db1cb674bbacf905294facdf6ac6ce65530e0e88e479","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":12,"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":"2026-11-02T15:00:11.876Z","evidence_url":"/api/manifests/hf-model-inclusionai-ming-omni-tts-16-8b-a3b"}},"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":15,"publicDownloadableFileCount":12,"externalFileCount":15,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":35835766832,"label":"33.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1006,"upstreamStars":54,"label":"1.0K 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":"inclusionAI/Ming-omni-tts-16.8B-A3B"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"12/15 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: inclusionAI/Ming-omni-tts-16.8B-A3B","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 12/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":12,"externalFiles":3,"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-inclusionai-ming-omni-tts-16-8b-a3b/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"inclusionAI/Ming-omni-tts-16.8B-A3B"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T15:00:11.876Z","evidence_url":"/api/manifests/hf-model-inclusionai-ming-omni-tts-16-8b-a3b"},"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-inclusionai-ming-omni-tts-16-8b-a3b/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ming-omni-tts-16-8b-a3b/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ming-omni-tts-16-8b-a3b/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-inclusionai-ming-omni-tts-16-8b-a3b","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ming-omni-tts-16-8b-a3b/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":"inclusionAI/Ming-omni-tts-16.8B-A3B"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"12/15 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: inclusionAI/Ming-omni-tts-16.8B-A3B","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 12/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":12,"externalFiles":3,"totalFiles":15},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-inclusionai-ming-omni-tts-16-8b-a3b/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ming-omni-tts-16-8b-a3b/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ming-omni-tts-16-8b-a3b/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-inclusionai-ming-omni-tts-16-8b-a3b","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ming-omni-tts-16-8b-a3b/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ming-omni-tts-16-8b-a3b/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ming-omni-tts-16-8b-a3b/distribution"},"supportedClaims":["inclusionAI/Ming-omni-tts-16.8B-A3B has 0 self-reported, unqualified Hugging Bay community reviews.","inclusionAI/Ming-omni-tts-16.8B-A3B has 0 self-reported run claims; none qualify verification during limited availability.","inclusionAI/Ming-omni-tts-16.8B-A3B 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-inclusionai-ming-omni-tts-16-8b-a3b/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ming-omni-tts-16-8b-a3b/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-inclusionai-ming-omni-tts-16-8b-a3b"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ming-omni-tts-16-8b-a3b/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."}}