{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-04T15:57:52.518Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit","repo":"mlx-community/Qwen3-TTS-12Hz-1.7B-CustomVoice-6bit","artifact":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit","owner":"mlx-community","name":"Qwen3-TTS-12Hz-1.7B-CustomVoice-6bit","repo":"mlx-community/Qwen3-TTS-12Hz-1.7B-CustomVoice-6bit","type":"audio","summary":"Model from Hugging Face for text to speech: mlx-community/Qwen3-TTS-12Hz-1.7B-CustomVoice-6bit · mlx audio","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":2696100432,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mlx-community","sourceUrl":"https://huggingface.co/mlx-community/Qwen3-TTS-12Hz-1.7B-CustomVoice-6bit","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","mlx-audio","safetensors","qwen3_tts","mlx","text-to-speech","speech","speech generation","voice cloning","tts","license:apache-2.0","6-bit","region:us","audio"],"task":"text-to-speech","modality":"audio","framework":"mlx-audio","formats":["mlx","gitattributes","md","json","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/mlx-community/Qwen3-TTS-12Hz-1.7B-CustomVoice-6bit","evalResults":[],"libraryName":"mlx-audio","pipelineTag":"text-to-speech","cardDataKeys":["library_name","license","tags"],"semanticText":"text-to-speech mlx-audio audio model safetensors","semanticTerms":["text-to-speech","mlx-audio","audio","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":1068},{"lfs":false,"path":"config.json","sizeBytes":6058},{"lfs":false,"path":"generation_config.json","sizeBytes":245},{"lfs":false,"path":"merges.txt","sizeBytes":1671839},{"lfs":true,"path":"model.safetensors","sizeBytes":2009267875},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":71786},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":127},{"lfs":false,"path":"speech_tokenizer/config.json","sizeBytes":2336},{"lfs":false,"path":"speech_tokenizer/configuration.json","sizeBytes":76},{"lfs":true,"path":"speech_tokenizer/model.safetensors","sizeBytes":682293092},{"lfs":false,"path":"speech_tokenizer/preprocessor_config.json","sizeBytes":234},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":7344},{"lfs":false,"path":"vocab.json","sizeBytes":2776833}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":2696100432,"sizeKnown":true,"sizeLabel":"2.5 GB","sizeReason":"","declaredSizeBytes":2696100432,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":262,"stars":2,"citations":0,"updatedAt":"2026-09-19T02:15:19.085Z","createdAt":"2026-06-30T02:27:36.210Z","version":"hf-main","upstream":{"gated":false,"repoId":"mlx-community/Qwen3-TTS-12Hz-1.7B-CustomVoice-6bit","private":false,"repoUrl":"https://huggingface.co/mlx-community/Qwen3-TTS-12Hz-1.7B-CustomVoice-6bit","disabled":false,"provider":"huggingface","repoType":"model","revision":"1c6c0ff58c43afa8df571facde2efa077efd85e2","fetchedAt":"2026-08-30T12:31:31.274Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-19T02:15:19.085Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":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_ef36e6f8df97cd969e0019ab18337e54db37db67ad0691aa6bd91acd743c073b","artifactId":"hf-model-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit","representationId":"rep-4eaa33b85bbdf0d0de2b8de1c8749279693caa9b333bddf1130c3dd36a2fc6cf","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-4eaa33b85bbdf0d0de2b8de1c8749279693caa9b333bddf1130c3dd36a2fc6cf","artifactId":"hf-model-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit","format":"mlx","source":{"provider":"huggingface","identity":"mlx-community/Qwen3-TTS-12Hz-1.7B-CustomVoice-6bit","revision":"1c6c0ff58c43afa8df571facde2efa077efd85e2","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":6058,"sha256":"sha256:25ec849dd2502e11f66accb903e9c069e49724925f4755c52deaa5134b44d5a9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:44b168e888aa2cabe70c793bf3e46373fe95458c517334a3600bdd404931d951"},{"path":"generation_config.json","role":"config","sizeBytes":245,"sha256":"sha256:f1b90b4513f3b34c62851049e2492d7b4c5940daf1276f89c82b8ef04127f3aa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a53d68b04b87c0d0ce969cf81f0ce5005ac20db2ce9b0a392e08c1d265274212"},{"path":"merges.txt","role":"tokenizer","sizeBytes":1671839,"sha256":"sha256:599bab54075088774b1733fde865d5bd747cbcc7a547c5bc12610e874e26f5e3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:227acf93118a006aaa9189c18f000fc1b68012e6e33d35138fe541617a052d5b"},{"path":"model.safetensors","role":"weight","sizeBytes":2009267875,"sha256":"sha256:097b66a8c63570b88abc2fb393d1dc2360394ca7741c818455ba9da257ac2f3b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:663ed0432c9ac871350b7b6bbc254b067ab5894f3c2cb614283ae0af991b9e1d"},{"path":"preprocessor_config.json","role":"config","sizeBytes":127,"sha256":"sha256:efdde1022ea9d76928bf7a9cd53139138f5ba2e466e837f08f6105ab1af1c119","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2007f8e9a8df85eba4f83ed4f53ece59baba5f2c575a7f5621f83ca4dcb34b9e"},{"path":"tokenizer_config.json","role":"config","sizeBytes":7344,"sha256":"sha256:dc3c31c3bdaedd5016382bb3cbe07323026775ad51f5a4fb564505992ae4a670","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9b46c1301a67c7e59a3073aaef57a55b5d6786f42a0b353e2c39e17ff6f01cb5"},{"path":"vocab.json","role":"tokenizer","sizeBytes":2776833,"sha256":"sha256:ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e5f235ee8d28d46c82b9fd8a613b3475f77e0a955598b0c7b93e166e29aa4569"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:b500330b3df79c40d38283cb518c5cf7a826775d9ffef1dc829b9a8ae43fa94e","representationDigest":"sha256:5506cb4fa0cbd2f2070107ff92062a2a505186ed28ffd6250d5bfabee29a8130","evidenceSnapshotDigest":"sha256:31f4da866e2f3d54e447548c4d8601520727e5209571be8b08c071b50884bfe1","evaluatedAt":"2026-09-19T02:15:19.643Z","authorityVersion":"sha256:79098bd85eaab2642e6ca48f78c227767c62b20405088a15cdad215e8c92a29b","invalidatedBy":null,"manifestFinal":false,"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},"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":null,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2696100432,"label":"2.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":262,"upstreamStars":2,"label":"262 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mlx-community/Qwen3-TTS-12Hz-1.7B-CustomVoice-6bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: mlx-community/Qwen3-TTS-12Hz-1.7B-CustomVoice-6bit","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"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-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit/mirrors"}},"sampleFiles":[],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mlx-community/Qwen3-TTS-12Hz-1.7B-CustomVoice-6bit"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit/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":"mlx-community/Qwen3-TTS-12Hz-1.7B-CustomVoice-6bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"manifest metadata present; selected-representation state unknown"}],"strengths":["License: apache-2.0","Provenance: mlx-community/Qwen3-TTS-12Hz-1.7B-CustomVoice-6bit","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":14},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit/distribution"},"supportedClaims":["mlx-community/Qwen3-TTS-12Hz-1.7B-CustomVoice-6bit has 0 self-reported, unqualified Hugging Bay community reviews.","mlx-community/Qwen3-TTS-12Hz-1.7B-CustomVoice-6bit has 0 self-reported run claims; none qualify verification during limited availability.","mlx-community/Qwen3-TTS-12Hz-1.7B-CustomVoice-6bit 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-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-qwen3-tts-12hz-1-7b-customvoice-6bit/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."}}