{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T09:24:26.997Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-mlx-4bit","repo":"lmstudio-community/Qwen2.5-Coder-0.5B-Instruct-MLX-4bit","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T07:51:46.500Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T07:51:46.500Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-mlx-4bit","owner":"lmstudio-community","name":"Qwen2.5-Coder-0.5B-Instruct-MLX-4bit","repo":"lmstudio-community/Qwen2.5-Coder-0.5B-Instruct-MLX-4bit","type":"llm","summary":"Model from Hugging Face for text generation: lmstudio-community/Qwen2.5-Coder-0.5B-Instruct-MLX-4bit · mlx","cardDescription":"A model for generating and working with code.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for working with code.","confidence":"medium","task":"coding","audience":null,"basis":"recorded-metadata","rules":["task:coding","tag:coding"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"Qwen/Qwen2.5-Coder-0.5B-Instruct"},{"field":"tags","value":"code"},{"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/Qwen2.5-Coder-0.5B-Instruct","field":"baseModel"}],"parameters":null,"size":{"bytes":293993048,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"lmstudio-community","sourceUrl":"https://huggingface.co/lmstudio-community/Qwen2.5-Coder-0.5B-Instruct-MLX-4bit","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen2","code","codeqwen","chat","qwen","qwen-coder","text-generation","conversational","en","base_model:qwen/qwen2.5-coder-0.5b-instruct","base_model:quantized:qwen/qwen2.5-coder-0.5b-instruct","license:apache-2.0","4-bit","region:us","llm","qwen/qwen2.5-coder-0.5b-instruct"],"task":"text-generation","modality":"text","framework":"mlx","formats":["mlx","gitattributes","md","json","txt","safetensors"],"baseModel":"Qwen/Qwen2.5-Coder-0.5B-Instruct","derivedFrom":"Qwen/Qwen2.5-Coder-0.5B-Instruct","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"Qwen/Qwen2.5-Coder-0.5B-Instruct","languages":["en"],"sourceUrl":"https://huggingface.co/lmstudio-community/Qwen2.5-Coder-0.5B-Instruct-MLX-4bit","evalResults":[],"libraryName":"mlx","pipelineTag":"text-generation","cardDataKeys":["base_model","language","library_name","license","license_link","pipeline_tag","quantized_by","tags"],"semanticText":"text-generation mlx llm model en qwen/qwen2.5-coder-0.5b-instruct safetensors chat base_model:qwen/qwen2.5-coder-0.5b-instruct base_model:quantized:qwen/qwen2.5-coder-0.5b-instruct","semanticTerms":["text-generation","mlx","llm","model","en","qwen/qwen2.5-coder-0.5b-instruct","safetensors","chat","base_model:qwen/qwen2.5-coder-0.5b-instruct","base_model:quantized:qwen/qwen2.5-coder-0.5b-instruct"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":2380},{"lfs":false,"path":"added_tokens.json","sizeBytes":605},{"lfs":false,"path":"config.json","sizeBytes":863},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model.safetensors","sizeBytes":278064920},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":44209},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":613},{"lfs":true,"path":"tokenizer.json","sizeBytes":11421896},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":7306},{"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":293993048,"sizeKnown":true,"sizeLabel":"280.4 MB","sizeReason":"","declaredSizeBytes":293993048,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":1503,"stars":0,"citations":0,"updatedAt":"2026-09-19T01:57:38.140Z","createdAt":"2026-06-30T02:11:58.129Z","version":"hf-main","upstream":{"gated":false,"repoId":"lmstudio-community/Qwen2.5-Coder-0.5B-Instruct-MLX-4bit","private":false,"repoUrl":"https://huggingface.co/lmstudio-community/Qwen2.5-Coder-0.5B-Instruct-MLX-4bit","disabled":false,"provider":"huggingface","repoType":"model","revision":"d557912d8b701b9979611b8152de310a2ecc4671","fetchedAt":"2026-08-29T10:53:33.049Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-09-19T01:57:38.140Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"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_78d68849a835b6ca7bbc057d4191aff9c48519ebc7ab8a05fd5eb895d4a6ebd4","artifactId":"hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-mlx-4bit","representationId":"rep-942f8fb04b95d80d72e21d00dfba1321102f8250a2b5a792e293c7f06ceda44b","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-942f8fb04b95d80d72e21d00dfba1321102f8250a2b5a792e293c7f06ceda44b","artifactId":"hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-mlx-4bit","format":"mlx","source":{"provider":"huggingface","identity":"lmstudio-community/Qwen2.5-Coder-0.5B-Instruct-MLX-4bit","revision":"d557912d8b701b9979611b8152de310a2ecc4671","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":605,"sha256":"sha256:58b54bbe36fc752f79a24a271ef66a0a0830054b4dfad94bde757d851968060b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b600f6f6171c6d152f55322c080620eee6b2d028e06612a99d7ba2166b617464"},{"path":"config.json","role":"config","sizeBytes":863,"sha256":"sha256:3542f21e28bfe8422fe98249af39a5b7770fa41ca7d60cda1b72906c2c53b998","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0637280b99e2fab70d1b2d614442729ccbf3b8449b8e25af9bbf2fcb7d4a80c6"},{"path":"model.safetensors","role":"weight","sizeBytes":278064920,"sha256":"sha256:162e6341bc937d1880cc7f76fbb80831f4fb30684345c59a7b055a5c716d25bd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8809a11ec24af91eabe5d306017af2e06478e4dba25952484d704b4ff7838edf"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":613,"sha256":"sha256:76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:24fa6c7e4156357307cb5539aaf29557e3869cc00962c5f9618da193c3614366"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11421896,"sha256":"sha256:9c5ae00e602b8860cbd784ba82a8aa14e8feecec692e7076590d014d7b7fdafa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dc8a38474aab68f88b7e669186067d91d31166d6bb19c354289ae5562d6bcf77"},{"path":"tokenizer_config.json","role":"config","sizeBytes":7306,"sha256":"sha256:7e88129d9769a0b14b1587a7d5e829fe93ac0e1511636471fdfc0811951418e6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5027c99b30073947f69c5c573cc85183c6c40f02d2b36c4119c02573684805cc"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:a9e2744ca1b38b215c181ba05d763fd10f1bffe2869a551dcf18c744e539dc06","representationDigest":"sha256:a372b4fe19ae619b19181646cd9f79244c2e8572202cb9a9231b9813bc30f4c0","evidenceSnapshotDigest":"sha256:74bf2eff8b80a46ec2257ef0daa6cae0d052e2304ab90f9189d9f2f9fd18a842","evaluatedAt":"2026-09-19T01:57:39.562Z","authorityVersion":"sha256:da0511cd7777a83f8469f0e02e8c75ae219953051a419e578e1356c58eee565c","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":6,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":11,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T07:51:46.500Z","evidence_url":"/api/manifests/hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-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":"blocked","hosted":false,"fileCount":11,"publicDownloadableFileCount":0,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":293993048,"label":"280.4 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1503,"upstreamStars":0,"label":"1.5K 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/Qwen2.5-Coder-0.5B-Instruct-MLX-4bit"},{"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: lmstudio-community/Qwen2.5-Coder-0.5B-Instruct-MLX-4bit","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":11,"totalFiles":11},"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-qwen2-5-coder-0-5b-instruct-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":"lmstudio-community/Qwen2.5-Coder-0.5B-Instruct-MLX-4bit"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T07:51:46.500Z","evidence_url":"/api/manifests/hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-mlx-4bit"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-mlx-4bit/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-mlx-4bit/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-mlx-4bit/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-mlx-4bit","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-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":"lmstudio-community/Qwen2.5-Coder-0.5B-Instruct-MLX-4bit"},{"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: lmstudio-community/Qwen2.5-Coder-0.5B-Instruct-MLX-4bit","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":0,"externalFiles":11,"totalFiles":11},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-mlx-4bit/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-mlx-4bit/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-mlx-4bit/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-mlx-4bit","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-mlx-4bit/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-mlx-4bit/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-mlx-4bit/distribution"},"supportedClaims":["lmstudio-community/Qwen2.5-Coder-0.5B-Instruct-MLX-4bit has 0 self-reported, unqualified Hugging Bay community reviews.","lmstudio-community/Qwen2.5-Coder-0.5B-Instruct-MLX-4bit has 0 self-reported run claims; none qualify verification during limited availability.","lmstudio-community/Qwen2.5-Coder-0.5B-Instruct-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-lmstudio-community-qwen2-5-coder-0-5b-instruct-mlx-4bit/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-mlx-4bit/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-mlx-4bit"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-qwen2-5-coder-0-5b-instruct-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."}}