{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T10:53:14.550Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-mlx-6bit","repo":"lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":13,"mirroredBytes":24819322554,"readinessCheckedAt":"2026-10-29T10:19:53.431Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":13,"mirroredBytes":24819322554,"readinessCheckedAt":"2026-10-29T10:19:53.431Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-mlx-6bit","owner":"lmstudio-community","name":"Qwen3-Coder-30B-A3B-Instruct-MLX-6bit","repo":"lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit","type":"llm","summary":"Model from Hugging Face for text generation: lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit · transformers","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":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"Qwen/Qwen3-Coder-30B-A3B-Instruct"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"Qwen/Qwen3-Coder-30B-A3B-Instruct","field":"baseModel"}],"parameters":null,"size":{"bytes":24823775169,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"lmstudio-community","sourceUrl":"https://huggingface.co/lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":93,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen3_moe","text-generation","mlx","conversational","base_model:qwen/qwen3-coder-30b-a3b-instruct","base_model:quantized:qwen/qwen3-coder-30b-a3b-instruct","license:apache-2.0","endpoints_compatible","6-bit","region:us","llm","qwen/qwen3-coder-30b-a3b-instruct"],"task":"text-generation","modality":"text","framework":"transformers","formats":["mlx","gitattributes","md","json","jinja","txt","safetensors"],"baseModel":"Qwen/Qwen3-Coder-30B-A3B-Instruct","derivedFrom":"Qwen/Qwen3-Coder-30B-A3B-Instruct","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"Qwen/Qwen3-Coder-30B-A3B-Instruct","languages":[],"sourceUrl":"https://huggingface.co/lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","license","license_link","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model qwen/qwen3-coder-30b-a3b-instruct safetensors base_model:qwen/qwen3-coder-30b-a3b-instruct base_model:quantized:qwen/qwen3-coder-30b-a3b-instruct","semanticTerms":["text-generation","transformers","llm","model","qwen/qwen3-coder-30b-a3b-instruct","safetensors","base_model:qwen/qwen3-coder-30b-a3b-instruct","base_model:quantized:qwen/qwen3-coder-30b-a3b-instruct"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":2359},{"lfs":false,"path":"added_tokens.json","sizeBytes":707},{"lfs":false,"path":"chat_template.jinja","sizeBytes":6722},{"lfs":false,"path":"config.json","sizeBytes":1221},{"lfs":false,"path":"generation_config.json","sizeBytes":180},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model-00001-of-00005.safetensors","sizeBytes":5331320566},{"lfs":true,"path":"model-00002-of-00005.safetensors","sizeBytes":5226518039},{"lfs":true,"path":"model-00003-of-00005.safetensors","sizeBytes":5226518049},{"lfs":true,"path":"model-00004-of-00005.safetensors","sizeBytes":5242077266},{"lfs":true,"path":"model-00005-of-00005.safetensors","sizeBytes":3781324536},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":119598},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":613},{"lfs":true,"path":"tokenizer.json","sizeBytes":11422654},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":12403},{"lfs":false,"path":"vocab.json","sizeBytes":2776833}],"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":24823775169,"sizeKnown":true,"sizeLabel":"23.1 GB","sizeReason":"","declaredSizeBytes":24823775169,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":162373,"stars":8,"citations":0,"updatedAt":"2026-09-18T07:57:57.955Z","createdAt":"2026-06-29T22:22:13.441Z","version":"hf-main","upstream":{"gated":false,"repoId":"lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit","private":false,"repoUrl":"https://huggingface.co/lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit","disabled":false,"provider":"huggingface","repoType":"model","revision":"0cbf9904cf3b9a8a987e5d2cf59099464e7aa9e5","fetchedAt":"2026-09-18T07:01:29.351Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-18T07:57:57.955Z","mirroredBy":"mirror-batch-worker","totalFiles":17,"hostedFiles":13,"mirroredBytes":24819322554,"mirroredFiles":13,"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_824267f428997f263f698ec246b275ecc6cf4026b2a18638921b6e9b762d454e","artifactId":"hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-mlx-6bit","representationId":"rep-63bf19f3d62be78c1b7b9c34aa1c9c14aeda308dd82618349d83b36a13ebf512","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-63bf19f3d62be78c1b7b9c34aa1c9c14aeda308dd82618349d83b36a13ebf512","artifactId":"hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-mlx-6bit","format":"mlx","source":{"provider":"huggingface","identity":"lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit","revision":"0cbf9904cf3b9a8a987e5d2cf59099464e7aa9e5","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":707,"sha256":"sha256:c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d22a3a9245fbcf820b2330a7dd36d7e1e83b4d504150a6c78f7ae727d3ebb87d"},{"path":"chat_template.jinja","role":"template","sizeBytes":6722,"sha256":"sha256:672e747c77e990320152343b0a4951222e40de5645297905d89afba05586d827","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:33f205cc6e3a34e204202b0c2eed4406298237b8062ecd5e6cddc7f6b28401fc"},{"path":"config.json","role":"config","sizeBytes":1221,"sha256":"sha256:dcf93851f3287d6bb901dcdede3e361009aa15809d2496f1d53f785f5c1976a5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:726fc3fda90c53dbcb8066202d7aa29c001c989ce6469a6c28ef4149c1fb48f5"},{"path":"generation_config.json","role":"config","sizeBytes":180,"sha256":"sha256:c99723ab3ba28630d26ae23def77603b540a46924895af5cf234740d3b27b51d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9abbc664b949f6274823af484465505e79b43de8066523ee08765f8eb3d7edc0"},{"path":"model-00001-of-00005.safetensors","role":"weight","sizeBytes":5331320566,"sha256":"sha256:9bef2439d04136da40b1ec87fa6cdaaf0bbb31b49dd324c57f1751fa2eb46252","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9f415cb9ed8b5a8e1b8fdf8379965867be20cbf4739826b3c93220c58559f5d7"},{"path":"model-00002-of-00005.safetensors","role":"weight","sizeBytes":5226518039,"sha256":"sha256:6e9cc339b475205b1faa201389b1f07b1d5b729b98813e402ddb05c17726c269","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:642bd4eb3fe3c0480b2220547326c2acd4f068d6b6fd5e6d7b0437fe9988dfc2"},{"path":"model-00003-of-00005.safetensors","role":"weight","sizeBytes":5226518049,"sha256":"sha256:44a06a5ca8f7c23e1e87f296c4965c1eedeef58fabdbf5b49167c99999c80324","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:da5e89e0e463834204b5af1ef7a2ce754c63146b80976a4bb36c80b9ffffd55a"},{"path":"model-00004-of-00005.safetensors","role":"weight","sizeBytes":5242077266,"sha256":"sha256:668d60f1911e00447b73cccbdd1df62cdfd94a0ee003656347bf0b92fc9ce7f1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f3835276725614f55eb569479e5eec33253cffd0b938fa38789351e1be4be4e1"},{"path":"model-00005-of-00005.safetensors","role":"weight","sizeBytes":3781324536,"sha256":"sha256:2ec964a1387ed3308587a774a38bc6025faf13e62cbb1bcf171dedbbae6a298d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ab8b11a29230a77d0422b958fb88d85802863100e9f9c29605f82818967dcad4"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":119598,"sha256":"sha256:7c189ff26985e3db220c2819efdfbfa78946ba5d45966767be141342870eb90e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9e5733e9aacfe8c00197b20078cc4fdb2e0d28319af15cfbf3cd269fb562e5ad"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":613,"sha256":"sha256:76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ddbb56213a4f51c1a3ef071a46c6ea156f2e26d0380cdb61414c8d0052d3f8e7"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11422654,"sha256":"sha256:aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ce19f3811954d572b25041039a67d1587744ebaa4e8254c30c8871a763ed8ced"},{"path":"tokenizer_config.json","role":"config","sizeBytes":12403,"sha256":"sha256:c8785e5cc844c31853fa42c926e80aa7659e6d3cb237dcbbe6071ae93917ade7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c915ab821d97806ca7f7c97a1fa726e181b69534c0ea5e5825801701faf4433c"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:10c6ed8f83ff7b4e0afcadda01826366e3c661881f7b0b1b7752ef638ccee818","representationDigest":"sha256:8b192900b15817255352deaaa14d759b52d997eca46aabc1c8b6bf82178e0f52","evidenceSnapshotDigest":"sha256:a799d5c83d3a3721eb4d7b22e4c5296eade482f83ebeaed12751d41f12035c64","evaluatedAt":"2026-09-18T07:58:44.273Z","authorityVersion":"sha256:99708fc1c2a92911fff9905a32644bbaaa9d760790b112f622e48b7e3b52eb0a","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":13,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":17,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T10:19:53.431Z","evidence_url":"/api/manifests/hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-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":17,"publicDownloadableFileCount":13,"externalFileCount":17,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":24823775169,"label":"23.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":162373,"upstreamStars":8,"label":"162K 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":"lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"13/17 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: lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 13/17 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":13,"externalFiles":4,"totalFiles":17},"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-lmstudio-community-qwen3-coder-30b-a3b-instruct-mlx-6bit/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T10:19:53.431Z","evidence_url":"/api/manifests/hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-mlx-6bit"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-mlx-6bit/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-mlx-6bit/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-mlx-6bit/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-mlx-6bit","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-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":"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":"lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"13/17 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: lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 13/17 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":13,"externalFiles":4,"totalFiles":17},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-mlx-6bit/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-mlx-6bit/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-mlx-6bit/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-mlx-6bit","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-mlx-6bit/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-mlx-6bit/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-mlx-6bit/distribution"},"supportedClaims":["lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit has 0 self-reported, unqualified Hugging Bay community reviews.","lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit has 0 self-reported run claims; none qualify verification during limited availability.","lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-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-lmstudio-community-qwen3-coder-30b-a3b-instruct-mlx-6bit/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-mlx-6bit/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-mlx-6bit"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-qwen3-coder-30b-a3b-instruct-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."}}