{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T21:59:01.503Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-pessini-tucano2-qwen-3-7b-instruct-mlx-4bit","repo":"pessini/Tucano2-qwen-3.7B-Instruct-MLX-4bit","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-31T18:02:33.890Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-31T18:02:33.890Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-pessini-tucano2-qwen-3-7b-instruct-mlx-4bit","owner":"pessini","name":"Tucano2-qwen-3.7B-Instruct-MLX-4bit","repo":"pessini/Tucano2-qwen-3.7B-Instruct-MLX-4bit","type":"llm","summary":"Model from Hugging Face: pessini/Tucano2-qwen-3.7B-Instruct-MLX-4bit","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"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","insufficient-task-evidence"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"pessini","sourceUrl":"https://huggingface.co/pessini/Tucano2-qwen-3.7B-Instruct-MLX-4bit","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3","4-bit","quantized","portuguese","tucano2","pt","arxiv:2603.03543","base_model:polygl0t/tucano2-qwen-3.7b-instruct","base_model:quantized:polygl0t/tucano2-qwen-3.7b-instruct","license:apache-2.0","region:us"],"task":"general","modality":"text","framework":"unknown","formats":["gitattributes","md","jinja","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":null,"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":0,"sizeKnown":false,"sizeLabel":"unknown","sizeReason":"upstream file sizes are not indexed yet","declaredSizeBytes":1,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":774,"stars":0,"citations":0,"updatedAt":"2026-08-03T21:01:23.280Z","createdAt":"2026-06-30T02:17:09.565Z","version":"hf-main","upstream":{"gated":false,"repoId":"pessini/Tucano2-qwen-3.7B-Instruct-MLX-4bit","private":false,"repoUrl":"https://huggingface.co/pessini/Tucano2-qwen-3.7B-Instruct-MLX-4bit","disabled":false,"provider":"huggingface","repoType":"model","revision":"71146c35c78c46509bd62dfbe56993e8330abd6c","fetchedAt":"2026-06-30T02:17:09.565Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-08-03T21:01:23.280Z","mirroredBy":"mirror-batch-worker","mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"hostedFiles":0,"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_33b04a57d73cf7f80a34033f131673ba01ca5fc177589fcc6f63ad0766122d11","artifactId":"hf-model-pessini-tucano2-qwen-3-7b-instruct-mlx-4bit","representationId":"rep-58742ff98fe593cdc1b73162d07e5aea39d747abee3fdc96d52a140d3f797d27","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-58742ff98fe593cdc1b73162d07e5aea39d747abee3fdc96d52a140d3f797d27","artifactId":"hf-model-pessini-tucano2-qwen-3-7b-instruct-mlx-4bit","format":"safetensors","source":{"provider":"huggingface","identity":"pessini/Tucano2-qwen-3.7B-Instruct-MLX-4bit","revision":"71146c35c78c46509bd62dfbe56993e8330abd6c","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":3304,"sha256":"sha256:c475babe3741a9e213a8c537d9e04d72d5ce3e85252ca40fb79d6c4d2492541d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ef796123bf36a0db8567504ca4fb5f836c635b933709c2054b9ae3f84c8665be"},{"path":"chat_template.jinja","role":"template","sizeBytes":3399,"sha256":"sha256:4639786f39edeb9300e42fb6beda3d92461ff8574ca41a7a4675cdeac512f359","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6d73dedf5899499e3c940f0c1499906bb9b27294f26f8dfd431c3846aeda2531"},{"path":"config.json","role":"config","sizeBytes":1978,"sha256":"sha256:52fa434e0365cb71c33edb0313e9a46e4f21fb8bfe9116464c91873dcaf2043d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b16c52e661f50330f2b82525dc6eab47ef59884056ad7acaa6c69d572143bda6"},{"path":"generation_config.json","role":"config","sizeBytes":266,"sha256":"sha256:8634d1a000c250c0e331e86f99c069697ee3783c0341dc8f8ec8d7f9e133ce28","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ebdfff19ce252e557e8637c14084547907b2e94be8254b7213fe181d9a683507"},{"path":"model.safetensors","role":"weight","sizeBytes":2115013454,"sha256":"sha256:70fd684dd307532444e189160dd961a7c2c4cddabf9303b7469a9e1734c9da1f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:eaf312a3268e65be55f158563d17580411e9da71cd7031bc983a11b45c972f0a"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":6151542,"sha256":"sha256:c417d50d55ea3acd32bb0a14e833adedb411fe6ac6e2b5f64e12c9aef4a2a686","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3648ffe8860371f85b5a24145aa6f04d4048678b35c3f4e1933a76c9cdcbfeee"},{"path":"tokenizer_config.json","role":"config","sizeBytes":674,"sha256":"sha256:88b56bcb9b611da5f9beff6bbe6fee5f27ff8b88da12d169b85ec51ced3802c9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1eb61b2810933cbe7eff57a9e5d991000cf2705c1026eaa23859f8cb0a9be75d"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:6ba7704183f69d95bcc34dbdbe8aeeae14087355afe53e577db3ecbddcb42c02","representationDigest":"sha256:40744e9f4b0f41b58f0c449aeea70c3c2622d098a260f03936e714b8dc8fc063","evidenceSnapshotDigest":"sha256:ccce0f14774891f05c5479896a4889c013c57ce0c058be2732f32e4d41f39c3d","evaluatedAt":"2026-08-03T21:01:23.637Z","authorityVersion":"sha256:d109a78dbd61eab910eba3ddca41fc2453073e75fd49617a6af65eabd37058e1","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":9,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T18:02:33.890Z","evidence_url":"/api/manifests/hf-model-pessini-tucano2-qwen-3-7b-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":9,"publicDownloadableFileCount":0,"externalFileCount":9,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":false,"bytes":0,"label":"unknown","reason":"upstream file sizes are not indexed yet"},"demand":{"mirrorRequests":0,"upstreamDownloads":774,"upstreamStars":0,"label":"774 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":"pessini/Tucano2-qwen-3.7B-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: pessini/Tucano2-qwen-3.7B-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":9,"totalFiles":9},"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-pessini-tucano2-qwen-3-7b-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":"pessini/Tucano2-qwen-3.7B-Instruct-MLX-4bit"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T18:02:33.890Z","evidence_url":"/api/manifests/hf-model-pessini-tucano2-qwen-3-7b-instruct-mlx-4bit"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-pessini-tucano2-qwen-3-7b-instruct-mlx-4bit/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-pessini-tucano2-qwen-3-7b-instruct-mlx-4bit/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-pessini-tucano2-qwen-3-7b-instruct-mlx-4bit/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-pessini-tucano2-qwen-3-7b-instruct-mlx-4bit","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-pessini-tucano2-qwen-3-7b-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":"pessini/Tucano2-qwen-3.7B-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: pessini/Tucano2-qwen-3.7B-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":9,"totalFiles":9},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-pessini-tucano2-qwen-3-7b-instruct-mlx-4bit/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-pessini-tucano2-qwen-3-7b-instruct-mlx-4bit/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-pessini-tucano2-qwen-3-7b-instruct-mlx-4bit/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-pessini-tucano2-qwen-3-7b-instruct-mlx-4bit","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-pessini-tucano2-qwen-3-7b-instruct-mlx-4bit/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-pessini-tucano2-qwen-3-7b-instruct-mlx-4bit/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-pessini-tucano2-qwen-3-7b-instruct-mlx-4bit/distribution"},"supportedClaims":["pessini/Tucano2-qwen-3.7B-Instruct-MLX-4bit has 0 self-reported, unqualified Hugging Bay community reviews.","pessini/Tucano2-qwen-3.7B-Instruct-MLX-4bit has 0 self-reported run claims; none qualify verification during limited availability.","pessini/Tucano2-qwen-3.7B-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-pessini-tucano2-qwen-3-7b-instruct-mlx-4bit/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-pessini-tucano2-qwen-3-7b-instruct-mlx-4bit/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-pessini-tucano2-qwen-3-7b-instruct-mlx-4bit"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-pessini-tucano2-qwen-3-7b-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."}}