{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-05T20:26:25.863Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf","repo":"mradermacher/Q3.6-27B-DS-v4-Flash-DA-i1-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf","owner":"mradermacher","name":"Q3.6-27B-DS-v4-Flash-DA-i1-GGUF","repo":"mradermacher/Q3.6-27B-DS-v4-Flash-DA-i1-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/Q3.6-27B-DS-v4-Flash-DA-i1-GGUF · transformers","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":"prithivMLmods/Q3.6-27B-DS-v4-Flash-DA"}],"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":"prithivMLmods/Q3.6-27B-DS-v4-Flash-DA","field":"baseModel"}],"parameters":null,"size":{"bytes":300328860330,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mradermacher","sourceUrl":"https://huggingface.co/mradermacher/Q3.6-27B-DS-v4-Flash-DA-i1-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":95,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","gguf","text-generation-inference","deepseek-v4","flash","reasoning","pytorch","uncensored","abliterated","unfiltered","unredacted","refusal-ablated","alignment-modified","bf16","en","dataset:jackrong/deepseek-v4-distill-8000x","dataset:prithivmlmods/harm_bench","base_model:prithivmlmods/q3.6-27b-ds-v4-flash-da","base_model:quantized:prithivmlmods/q3.6-27b-ds-v4-flash-da","license:apache-2.0"],"task":"general","modality":"text","framework":"transformers","formats":["gitattributes","gguf","md"],"baseModel":"prithivMLmods/Q3.6-27B-DS-v4-Flash-DA","derivedFrom":"prithivMLmods/Q3.6-27B-DS-v4-Flash-DA","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["Jackrong/DeepSeek-V4-Distill-8000x","prithivMLmods/harm_bench"],"paperIds":[],"repoType":"model","baseModel":"prithivMLmods/Q3.6-27B-DS-v4-Flash-DA","languages":["en"],"sourceUrl":"https://huggingface.co/mradermacher/Q3.6-27B-DS-v4-Flash-DA-i1-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"","cardDataKeys":["base_model","datasets","language","library_name","license","mradermacher","quantized_by","tags"],"semanticText":"transformers llm model en jackrong/deepseek-v4-distill-8000x prithivmlmods/harm_bench prithivmlmods/q3.6-27b-ds-v4-flash-da gguf","semanticTerms":["transformers","llm","model","en","jackrong/deepseek-v4-distill-8000x","prithivmlmods/harm_bench","prithivmlmods/q3.6-27b-ds-v4-flash-da","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":3305},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-IQ1_M.gguf","sizeBytes":7631084416},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-IQ1_S.gguf","sizeBytes":7149824896},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-IQ2_M.gguf","sizeBytes":10004593536},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-IQ2_S.gguf","sizeBytes":9362914176},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-IQ2_XS.gguf","sizeBytes":9090591616},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-IQ2_XXS.gguf","sizeBytes":8433183616},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-IQ3_M.gguf","sizeBytes":12580875136},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-IQ3_S.gguf","sizeBytes":12419328896},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-IQ3_XS.gguf","sizeBytes":11967130496},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-IQ3_XXS.gguf","sizeBytes":11186371456},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-IQ4_XS.gguf","sizeBytes":15082507136},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-Q2_K.gguf","sizeBytes":10711665536},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-Q2_K_S.gguf","sizeBytes":10248326016},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-Q3_K_L.gguf","sizeBytes":14344776576},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-Q3_K_M.gguf","sizeBytes":13301443456},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-Q3_K_S.gguf","sizeBytes":12073954176},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-Q4_0.gguf","sizeBytes":15521434496},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-Q4_1.gguf","sizeBytes":17078242176},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-Q4_K_M.gguf","sizeBytes":16547400576},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-Q4_K_S.gguf","sizeBytes":15586315136},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-Q5_K_M.gguf","sizeBytes":19231099776},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-Q5_K_S.gguf","sizeBytes":18679614336},{"lfs":true,"path":"Q3.6-27B-DS-v4-Flash-DA.i1-Q6_K.gguf","sizeBytes":22082530176}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":300328860330,"sizeKnown":true,"sizeLabel":"279.7 GB","sizeReason":"","declaredSizeBytes":300328860330,"defaultDownloadBytes":16547400576,"mirrorCount":1,"downloadCount":2287,"stars":2,"citations":0,"updatedAt":"2026-10-01T11:54:13.049Z","createdAt":"2026-06-30T02:08:48.866Z","version":"hf-main","upstream":{"gated":false,"repoId":"mradermacher/Q3.6-27B-DS-v4-Flash-DA-i1-GGUF","private":false,"repoUrl":"https://huggingface.co/mradermacher/Q3.6-27B-DS-v4-Flash-DA-i1-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"a2dd78317351a7cd2e40667557598aa38b699718","fetchedAt":"2026-10-01T11:38:09.614Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-10-01T11:54:13.049Z","mirroredBy":"mirror-batch-worker","totalFiles":26,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":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_718203d946176f3e22944c15100c5f032b484f7fbef1e5ad45f7d98c6a398abd","artifactId":"hf-model-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf","representationId":"rep-81895b52dbcbd46067420e8af2ce0bb780f8a3309b430186970e11465871853e","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-81895b52dbcbd46067420e8af2ce0bb780f8a3309b430186970e11465871853e","artifactId":"hf-model-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf","format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/Q3.6-27B-DS-v4-Flash-DA-i1-GGUF","revision":"a2dd78317351a7cd2e40667557598aa38b699718","immutable":true},"files":[{"path":"Q3.6-27B-DS-v4-Flash-DA.i1-Q4_K_M.gguf","role":"weight","sizeBytes":16547400576,"sha256":"sha256:392945ad65cb3ac80dbf640efc5a06c34574e19dbe79d38f79f1eb8d85a1d466","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:70d625d91699292caa86e74741ed0264f5aaf86b9e34646d85fea0aa524c8f94"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:5cb137b2883e1e8029d610bcc1057314f3c34a6d82ea67c9c8021e240e43f67c","representationDigest":"sha256:90e779706efd2dc4faaac6d0d9776b5a426e6679511784224e72bd97145eb624","evidenceSnapshotDigest":"sha256:d64308451d295c3e507b89f0d10c3db5ae2cb45f522e52ede748abc69d2a4a79","evaluatedAt":"2026-10-01T11:54:13.217Z","authorityVersion":"sha256:bc56792c5801ae72d55d245e1b70538bc980d92d62fae5ac51a1e6b65bddd6d8","invalidatedBy":null,"manifestFinal":false,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":1,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":26},"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":26,"publicDownloadableFileCount":null,"externalFileCount":26,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":300328860330,"label":"279.7 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":2287,"upstreamStars":2,"label":"2.3K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mradermacher/Q3.6-27B-DS-v4-Flash-DA-i1-GGUF"},{"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: mradermacher/Q3.6-27B-DS-v4-Flash-DA-i1-GGUF","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":26},"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-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf/mirrors"}},"sampleFiles":[],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mradermacher/Q3.6-27B-DS-v4-Flash-DA-i1-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf/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":"mradermacher/Q3.6-27B-DS-v4-Flash-DA-i1-GGUF"},{"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: mradermacher/Q3.6-27B-DS-v4-Flash-DA-i1-GGUF","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":null,"externalFiles":null,"totalFiles":26},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf/distribution"},"supportedClaims":["mradermacher/Q3.6-27B-DS-v4-Flash-DA-i1-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","mradermacher/Q3.6-27B-DS-v4-Flash-DA-i1-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","mradermacher/Q3.6-27B-DS-v4-Flash-DA-i1-GGUF 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-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-q3-6-27b-ds-v4-flash-da-i1-gguf/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."}}