{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-04T07:56:30.942Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit","repo":"mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":15153231976,"readinessCheckedAt":"2026-11-04T07:30:31.881Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":15153231976,"readinessCheckedAt":"2026-11-04T07:30:31.881Z","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-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit","owner":"mlx-community","name":"Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit","repo":"mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit","type":"llm","summary":"Model from Hugging Face for llm: mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit · mlx","cardDescription":"A chat model for conversations, questions and writing.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog does not give enough information to describe what this model is for.","confidence":"none","task":null,"audience":null,"basis":"insufficient-information","rules":[],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"Jackrong/Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs","insufficient-task-evidence"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"Jackrong/Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled","field":"baseModel"}],"parameters":null,"size":{"bytes":15153239697,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mlx-community","sourceUrl":"https://huggingface.co/mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":91,"tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","reasoning","distilled","qwen","qwen3.5","apple-silicon","chain-of-thought","claude-4.6-opus","mlx-community","en","zh","base_model:jackrong/qwen3.5-27b-claude-4.6-opus-reasoning-distilled","base_model:quantized:jackrong/qwen3.5-27b-claude-4.6-opus-reasoning-distilled","license:apache-2.0","4-bit","region:us","llm","jackrong/qwen3.5-27b-claude-4.6-opus-reasoning-distilled"],"task":"general","modality":"text","framework":"mlx","formats":["mlx","gitattributes","md","jinja","json","safetensors"],"baseModel":"Jackrong/Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled","derivedFrom":"Jackrong/Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"Jackrong/Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled","languages":["en","zh"],"sourceUrl":"https://huggingface.co/mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit","evalResults":[],"libraryName":"mlx","pipelineTag":"","cardDataKeys":["base_model","language","library_name","license","tags"],"semanticText":"mlx llm model en zh jackrong/qwen3.5-27b-claude-4.6-opus-reasoning-distilled safetensors","semanticTerms":["mlx","llm","model","en","zh","jackrong/qwen3.5-27b-claude-4.6-opus-reasoning-distilled","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":6151},{"lfs":false,"path":"chat_template.jinja","sizeBytes":4047},{"lfs":false,"path":"config.json","sizeBytes":4123},{"lfs":true,"path":"model-00001-of-00003.safetensors","sizeBytes":5328325648},{"lfs":true,"path":"model-00002-of-00003.safetensors","sizeBytes":5354185130},{"lfs":true,"path":"model-00003-of-00003.safetensors","sizeBytes":4450532735},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":189789},{"lfs":true,"path":"tokenizer.json","sizeBytes":19989343},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1161}],"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":15153239697,"sizeKnown":true,"sizeLabel":"14.1 GB","sizeReason":"","declaredSizeBytes":15153239697,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":21973,"stars":241,"citations":0,"updatedAt":"2026-09-18T21:25:45.084Z","createdAt":"2026-06-29T22:24:48.565Z","version":"hf-main","upstream":{"gated":false,"repoId":"mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit","private":false,"repoUrl":"https://huggingface.co/mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit","disabled":false,"provider":"huggingface","repoType":"model","revision":"5f690e9b35c3ebdb7563cdeef0485cefaa2dde62","fetchedAt":"2026-09-18T21:09:14.115Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-18T21:25:45.084Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":8,"mirroredBytes":15153231976,"mirroredFiles":8,"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_de745c389463d29abad0054c3cfc2b694dc45df4356e878ecbcfe3906336c549","artifactId":"hf-model-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit","representationId":"rep-8fa9c878fe117010833805f8c576ed7344c522f8fbd53d1e5417e8d13d454730","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-8fa9c878fe117010833805f8c576ed7344c522f8fbd53d1e5417e8d13d454730","artifactId":"hf-model-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit","format":"mlx","source":{"provider":"huggingface","identity":"mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit","revision":"5f690e9b35c3ebdb7563cdeef0485cefaa2dde62","immutable":true},"files":[{"path":"chat_template.jinja","role":"template","sizeBytes":4047,"sha256":"sha256:0800c03b537cb0d60244f37ac6d717b06c42c4828a40853b1f9853791f9afdae","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1b177c4c1df5465c3a94120bcd704cab6ba560b3e88b7adee26884c22864572b"},{"path":"config.json","role":"config","sizeBytes":4123,"sha256":"sha256:16b2b1c3642c57c438a2efedb012af2f89b5f4565c0e121237fdfcc05e14016c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d2a9ae545cd100520280f8bfa9cf025702007fd0ef80bbc9346cdc05e48c58b9"},{"path":"model-00001-of-00003.safetensors","role":"weight","sizeBytes":5328325648,"sha256":"sha256:22a5435c22954acb1d15198026e636c46f6f0dc3ce31d949d3951109f3dc11e5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:553a2b7f8bac157990b9205f5d23681c654fff2233e1edc0855b90f4ee5bc620"},{"path":"model-00002-of-00003.safetensors","role":"weight","sizeBytes":5354185130,"sha256":"sha256:a78bef5343bf852a7df2142c4498b9bb049e6eebbdaef0e6c1462f94e48c8b80","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d207f9bc074367ef398fd8fa7a113f7e3c79102f91ef143e036c0368edf805f2"},{"path":"model-00003-of-00003.safetensors","role":"weight","sizeBytes":4450532735,"sha256":"sha256:4da36da465457c53dd749fec30fe462fe3df3139c3495974c89e699450214dd1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c5123dd83c2f85f25052277f64410dcc30cab6e3d3a93bffc8eb8d8fa881f8df"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":189789,"sha256":"sha256:a2161f6a6c9f7c434145f97a4a4262a74eb3e16a95088e713754eb108b198511","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d4f98dc87d6d8ea90bbacbe3309b9c765a739991e6fd4c1c82a772f031cb3dc0"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":19989343,"sha256":"sha256:87a7830d63fcf43bf241c3c5242e96e62dd3fdc29224ca26fed8ea333db72de4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a86011c31a7d12f94bb299e3e7502007d4d13178244d94ec892d9b442eb7e347"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1161,"sha256":"sha256:1cd1a786d5a76bb4245c7683e2b844a0951efa6900813034e23578ebd40fa388","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d80589e36a4dea5b323526564081741b65fc8029703a468a776436066cafbe87"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:89b53737327ab4c87c82995161821fbead67319bbd6a02ea410250337893e6dc","representationDigest":"sha256:ccbcf63c448cff4fb630e17efc571c84bcd4abb2955c4906945723495c649ae3","evidenceSnapshotDigest":"sha256:903ad531f47e376fed80adb4b94f23b5676d764b0d007e7af64599dee36884b0","evaluatedAt":"2026-09-18T21:25:45.823Z","authorityVersion":"sha256:348439f0ed00e0da7715e550a7164ae87a9cd14cd88d1e92d5775574428eadfd","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":8,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":10,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-04T07:30:31.881Z","evidence_url":"/api/manifests/hf-model-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit"}},"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":10,"publicDownloadableFileCount":8,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":15153239697,"label":"14.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":21973,"upstreamStars":241,"label":"22K 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":"mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/10 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: mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":2,"totalFiles":10},"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-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-04T07:30:31.881Z","evidence_url":"/api/manifests/hf-model-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit"},"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-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit/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/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/10 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: mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":2,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit/distribution"},"supportedClaims":["mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit has 0 self-reported, unqualified Hugging Bay community reviews.","mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit has 0 self-reported run claims; none qualify verification during limited availability.","mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit 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-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-qwen3-5-27b-claude-4-6-opus-distilled-mlx-4bit/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."}}