{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T03:14:54.327Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-arcee-ai-trinity-nano-preview-mlx-6bit","repo":"arcee-ai/Trinity-Nano-Preview-MLX-6bit","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":4991169572,"readinessCheckedAt":"2026-10-30T01:01:14.141Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":4991169572,"readinessCheckedAt":"2026-10-30T01:01:14.141Z","readinessSource":"projection","degraded":true,"stale":true},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-arcee-ai-trinity-nano-preview-mlx-6bit","owner":"arcee-ai","name":"Trinity-Nano-Preview-MLX-6bit","repo":"arcee-ai/Trinity-Nano-Preview-MLX-6bit","type":"llm","summary":"Model from Hugging Face for text generation: arcee-ai/Trinity-Nano-Preview-MLX-6bit · mlx","cardDescription":"A model for generating and working with code.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for having conversations.","confidence":"medium","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"baseModel","value":"arcee-ai/Trinity-Nano-Preview"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["license-not-recorded","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[{"repo":"arcee-ai/Trinity-Nano-Preview","field":"baseModel"}],"parameters":null,"size":{"bytes":4991384880,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"arcee-ai","sourceUrl":"","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","other","mlx","safetensors","afmoe","text-generation","conversational","custom_code","en","es","fr","de","it","pt","ru","ar","hi","ko","zh","base_model:arcee-ai/trinity-nano-preview","base_model:quantized:arcee-ai/trinity-nano-preview","license:other"],"task":"text-generation","modality":"text","framework":"mlx","formats":["mlx","gitattributes","md","jinja","json","py","safetensors"],"baseModel":"arcee-ai/Trinity-Nano-Preview","derivedFrom":"arcee-ai/Trinity-Nano-Preview","cardMetadata":{"source":"huggingface-cardData","license":"other","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"arcee-ai/Trinity-Nano-Preview","languages":["en","es","fr","de","it","pt","ru","ar","hi","ko","zh"],"evalResults":[],"libraryName":"mlx","pipelineTag":"text-generation","cardDataKeys":["base_model","language","library_name","license","license_link","license_name","pipeline_tag","tags"],"semanticText":"text-generation mlx llm model en es fr de it pt ru ar hi ko zh arcee-ai/trinity-nano-preview safetensors","semanticTerms":["text-generation","mlx","llm","model","en","es","fr","de","it","pt","ru","ar","hi","ko","zh","arcee-ai/trinity-nano-preview","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"LICENSE","sizeBytes":2619},{"lfs":false,"path":"README.md","sizeBytes":2784},{"lfs":false,"path":"chat_template.jinja","sizeBytes":2712},{"lfs":false,"path":"config.json","sizeBytes":14732},{"lfs":false,"path":"configuration_afmoe.py","sizeBytes":4763},{"lfs":false,"path":"generation_config.json","sizeBytes":69},{"lfs":true,"path":"model.safetensors","sizeBytes":4974867216},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":179609},{"lfs":false,"path":"modeling_afmoe.py","sizeBytes":26582},{"lfs":true,"path":"tokenizer.json","sizeBytes":16281793},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":431}],"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":4991384880,"sizeKnown":true,"sizeLabel":"4.6 GB","sizeReason":"","declaredSizeBytes":4991384880,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":136,"stars":5,"citations":0,"updatedAt":"2026-09-20T02:49:21.161Z","createdAt":"2026-09-20T01:47:01.138Z","version":"hf-main","upstream":{"gated":false,"repoId":"arcee-ai/Trinity-Nano-Preview-MLX-6bit","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"2298d3d134f2e68313ed463522961d01c787b838","fetchedAt":"2026-09-20T01:47:01.132Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":"other","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-20T02:49:21.161Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":7,"mirroredBytes":4991169572,"mirroredFiles":7,"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_9f89d7fd622da3734975c59038e0ee3dd9f299d1697ede4c2bbd7a017967b2f4","artifactId":"hf-model-arcee-ai-trinity-nano-preview-mlx-6bit","representationId":"rep-e53da154d9043c4351d9798a33b2b08786243e1e69aa53d67ad5b27714afc6f6","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-e53da154d9043c4351d9798a33b2b08786243e1e69aa53d67ad5b27714afc6f6","artifactId":"hf-model-arcee-ai-trinity-nano-preview-mlx-6bit","format":"mlx","source":{"provider":"huggingface","identity":"arcee-ai/Trinity-Nano-Preview-MLX-6bit","revision":"2298d3d134f2e68313ed463522961d01c787b838","immutable":true},"files":[{"path":"LICENSE","role":"support","sizeBytes":2619,"sha256":"sha256:2ab44b68365473c112f5092211a38f231cb23e50de68b75a13369adbd76a74df","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f493eb8350973d6cd9694741c6c03ef3cc5c13e35a7c8fb7e6f1067f04c2b440"},{"path":"chat_template.jinja","role":"template","sizeBytes":2712,"sha256":"sha256:c295e73aea820982584a1f874fa71c61b1f3e6856adc6ef1d7efe339b936f2ad","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9ef00ad7acd6ae21048607ebb6589bda7060beda3a2965fa6bc83b1a49dd95dc"},{"path":"config.json","role":"config","sizeBytes":14732,"sha256":"sha256:ccedd60d50bb85b5fa51e9f9d0bca96d671032b0d1706ff66a9f57e0071bcc61","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d577de068ace4c1412ce29d66d0f913e72182607341643f55c6324e489d6c4f1"},{"path":"generation_config.json","role":"config","sizeBytes":69,"sha256":"sha256:9b6a9a36d2ca9019f244b1f7e7f9f77cdc90fb64e32b834f924733232373eb5e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8d632211f43c92e2cdabe7943e0c08a8898515e9c77f8dccd1a5a8c8a92e8c3d"},{"path":"model.safetensors","role":"weight","sizeBytes":4974867216,"sha256":"sha256:8eb77cc74573b03059a96916db80cce8a759cd89b0742d777a07c156067fb155","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7ed5e8dff731ae5a781ac235de778357e999bd24b332a3191e07bcbd5d802462"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":16281793,"sha256":"sha256:bda3f030f9cf1e7f7c5666a5322a9091616255346105d3361a5662aee71dd2cd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b41b5c9a10802b326020a7746a5ba8c041fe4030612d8b102c0a794fff68e6f2"},{"path":"tokenizer_config.json","role":"config","sizeBytes":431,"sha256":"sha256:bd8176537b40e5089d06fd19935c43100e517103341ac9f2597d02df703cd84c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8d05a709748bdeffb9edb4c2459086e95b0eed8d30026cde1927a269baa9f337"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:f79a070ccc5b7e55fc206fed592da945c9a09ab430c0b06eefe3ee635b01a139","representationDigest":"sha256:0fc5269cb908a6c660fe91aa934802f321bb246f7741e1af7e9f6aaa6e5f4f2b","evidenceSnapshotDigest":"sha256:89de4cf911b2cee2a2bcbe0dbccc893996daed74eeca82ee71c75031c8c9b290","evaluatedAt":"2026-09-20T02:49:21.964Z","authorityVersion":"sha256:a7f95e727f05e328a8ec689ed06193620d66a5e429f94d584620ac8443dd9b1b","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":12,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T01:01:14.141Z","evidence_url":"/api/manifests/hf-model-arcee-ai-trinity-nano-preview-mlx-6bit"}},"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":12,"publicDownloadableFileCount":7,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":4991384880,"label":"4.6 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":136,"upstreamStars":5,"label":"136 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":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"arcee-ai/Trinity-Nano-Preview-MLX-6bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/12 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":["Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: unknown","Provenance: arcee-ai/Trinity-Nano-Preview-MLX-6bit","Hosted files: 7/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":5,"totalFiles":12},"action":{"id":"review","label":"Inspect missing evidence","detail":"Source, license, or recorded representation evidence is incomplete.","href":"/artifact/hf-model-arcee-ai-trinity-nano-preview-mlx-6bit/overview"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"arcee-ai/Trinity-Nano-Preview-MLX-6bit"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T01:01:14.141Z","evidence_url":"/api/manifests/hf-model-arcee-ai-trinity-nano-preview-mlx-6bit"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-arcee-ai-trinity-nano-preview-mlx-6bit/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-arcee-ai-trinity-nano-preview-mlx-6bit/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-arcee-ai-trinity-nano-preview-mlx-6bit/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-arcee-ai-trinity-nano-preview-mlx-6bit","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-arcee-ai-trinity-nano-preview-mlx-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":"unknown","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"arcee-ai/Trinity-Nano-Preview-MLX-6bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/12 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":["Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: unknown","Provenance: arcee-ai/Trinity-Nano-Preview-MLX-6bit","Hosted files: 7/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":5,"totalFiles":12},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-arcee-ai-trinity-nano-preview-mlx-6bit/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-arcee-ai-trinity-nano-preview-mlx-6bit/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-arcee-ai-trinity-nano-preview-mlx-6bit/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-arcee-ai-trinity-nano-preview-mlx-6bit","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-arcee-ai-trinity-nano-preview-mlx-6bit/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-arcee-ai-trinity-nano-preview-mlx-6bit/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-arcee-ai-trinity-nano-preview-mlx-6bit/distribution"},"supportedClaims":["arcee-ai/Trinity-Nano-Preview-MLX-6bit has 0 self-reported, unqualified Hugging Bay community reviews.","arcee-ai/Trinity-Nano-Preview-MLX-6bit has 0 self-reported run claims; none qualify verification during limited availability.","arcee-ai/Trinity-Nano-Preview-MLX-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-arcee-ai-trinity-nano-preview-mlx-6bit/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-arcee-ai-trinity-nano-preview-mlx-6bit/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-arcee-ai-trinity-nano-preview-mlx-6bit"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-arcee-ai-trinity-nano-preview-mlx-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."}}