{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T19:05:42.935Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mradermacher-awqward2-5-32b-instruct-i1-gguf","repo":"mradermacher/Awqward2.5-32B-Instruct-i1-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":19851337856,"readinessCheckedAt":"2026-11-02T17:33:08.919Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":19851337856,"readinessCheckedAt":"2026-11-02T17:33:08.919Z","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-mradermacher-awqward2-5-32b-instruct-i1-gguf","owner":"mradermacher","name":"Awqward2.5-32B-Instruct-i1-GGUF","repo":"mradermacher/Awqward2.5-32B-Instruct-i1-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/Awqward2.5-32B-Instruct-i1-GGUF · transformers","cardDescription":"A chat model for conversations, questions and writing.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for having conversations.","confidence":"low","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tags-only"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"maldv/Awqward2.5-32B-Instruct"},{"field":"tags","value":"chat"},{"field":"tags","value":"conversational"}],"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":"maldv/Awqward2.5-32B-Instruct","field":"baseModel"}],"parameters":null,"size":{"bytes":330853316329,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mradermacher","sourceUrl":"https://huggingface.co/mradermacher/Awqward2.5-32B-Instruct-i1-GGUF","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","transformers","gguf","chat","conversational","en","base_model:maldv/awqward2.5-32b-instruct","base_model:quantized:maldv/awqward2.5-32b-instruct","license:apache-2.0","endpoints_compatible","region:us","imatrix","llm","maldv/awqward2.5-32b-instruct"],"task":"general","modality":"text","framework":"transformers","formats":["gitattributes","gguf","md","dat"],"baseModel":"maldv/Awqward2.5-32B-Instruct","derivedFrom":"maldv/Awqward2.5-32B-Instruct","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"maldv/Awqward2.5-32B-Instruct","languages":["en"],"sourceUrl":"https://huggingface.co/mradermacher/Awqward2.5-32B-Instruct-i1-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"","cardDataKeys":["base_model","language","library_name","license","quantized_by","tags"],"semanticText":"transformers llm model en maldv/awqward2.5-32b-instruct gguf chat base_model:maldv/awqward2.5-32b-instruct base_model:quantized:maldv/awqward2.5-32b-instruct","semanticTerms":["transformers","llm","model","en","maldv/awqward2.5-32b-instruct","gguf","chat","base_model:maldv/awqward2.5-32b-instruct","base_model:quantized:maldv/awqward2.5-32b-instruct"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":3207},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-IQ1_M.gguf","sizeBytes":7932162176},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-IQ1_S.gguf","sizeBytes":7274508416},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-IQ2_M.gguf","sizeBytes":11264442496},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-IQ2_S.gguf","sizeBytes":10387570816},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-IQ2_XS.gguf","sizeBytes":9957552256},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-IQ2_XXS.gguf","sizeBytes":9028251776},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-IQ3_M.gguf","sizeBytes":14810124416},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-IQ3_S.gguf","sizeBytes":14436896896},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-IQ3_XS.gguf","sizeBytes":13705515136},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-IQ3_XXS.gguf","sizeBytes":12839272576},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-IQ4_XS.gguf","sizeBytes":17693155456},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-Q2_K.gguf","sizeBytes":12313100416},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-Q2_K_S.gguf","sizeBytes":11488002176},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-Q3_K_L.gguf","sizeBytes":17247080576},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-Q3_K_M.gguf","sizeBytes":15935049856},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-Q3_K_S.gguf","sizeBytes":14392332416},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-Q4_0.gguf","sizeBytes":18711011456},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-Q4_K_M.gguf","sizeBytes":19851337856},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-Q4_K_S.gguf","sizeBytes":18784411776},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-Q5_K_M.gguf","sizeBytes":23262158976},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-Q5_K_S.gguf","sizeBytes":22638256256},{"lfs":true,"path":"Awqward2.5-32B-Instruct.i1-Q6_K.gguf","sizeBytes":26886156416},{"lfs":false,"path":"README.md","sizeBytes":5445}],"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":330853316329,"sizeKnown":true,"sizeLabel":"308.1 GB","sizeReason":"","declaredSizeBytes":330853316329,"defaultDownloadBytes":19851337856,"mirrorCount":1,"downloadCount":41,"stars":2,"citations":0,"updatedAt":"2026-09-22T23:18:11.290Z","createdAt":"2026-06-30T04:30:21.855Z","version":"hf-main","upstream":{"gated":false,"repoId":"mradermacher/Awqward2.5-32B-Instruct-i1-GGUF","private":false,"repoUrl":"https://huggingface.co/mradermacher/Awqward2.5-32B-Instruct-i1-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"55ba6f510b113444708b5431b025aa7ecdf87960","fetchedAt":"2026-09-22T22:58:24.485Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-22T23:18:11.290Z","mirroredBy":"mirror-batch-worker","totalFiles":25,"hostedFiles":1,"mirroredBytes":19851337856,"mirroredFiles":1,"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_dc19a1aa4eecd446d3c57ddce1b03cb612cffa76c5ba3d350fe8156975dd8864","artifactId":"hf-model-mradermacher-awqward2-5-32b-instruct-i1-gguf","representationId":"rep-de96928a8daf318b2932363a88414c6bf0653364e7d50bb1fa7e2cd9ffb712da","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-de96928a8daf318b2932363a88414c6bf0653364e7d50bb1fa7e2cd9ffb712da","artifactId":"hf-model-mradermacher-awqward2-5-32b-instruct-i1-gguf","format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/Awqward2.5-32B-Instruct-i1-GGUF","revision":"55ba6f510b113444708b5431b025aa7ecdf87960","immutable":true},"files":[{"path":"Awqward2.5-32B-Instruct.i1-Q4_K_M.gguf","role":"weight","sizeBytes":19851337856,"sha256":"sha256:193e7673da41c1f15bb216694fc69b6829e730e759780b8635820397a0c9ce3f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:403baae7aa4cbe01a0c7ca02e8aa6b0218d6815b82b3ef0125045c23bf981d0c"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:c9d0f3cf82d915a90de0216f51950a3a17596173d137b7958b09b34852a0daea","representationDigest":"sha256:bcf94abd58780bb7547501447183aee14f2c5831f927e71ea9e96bf18c7afb45","evidenceSnapshotDigest":"sha256:5a589d0c04754d898aab6bd1a3b0aaeb45b683c7fe9a5140d2120594e203e642","evaluatedAt":"2026-09-22T23:18:15.108Z","authorityVersion":"sha256:374950df23eeb2d64b8285690aebf47808bf1f746438a4f38412b0ae5fd979aa","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"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":25,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T17:33:08.919Z","evidence_url":"/api/manifests/hf-model-mradermacher-awqward2-5-32b-instruct-i1-gguf"}},"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":25,"publicDownloadableFileCount":1,"externalFileCount":25,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":330853316329,"label":"308.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":41,"upstreamStars":2,"label":"41 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":"mradermacher/Awqward2.5-32B-Instruct-i1-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/25 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: mradermacher/Awqward2.5-32B-Instruct-i1-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/25 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":24,"totalFiles":25},"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-awqward2-5-32b-instruct-i1-gguf/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mradermacher/Awqward2.5-32B-Instruct-i1-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T17:33:08.919Z","evidence_url":"/api/manifests/hf-model-mradermacher-awqward2-5-32b-instruct-i1-gguf"},"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-mradermacher-awqward2-5-32b-instruct-i1-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-awqward2-5-32b-instruct-i1-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-awqward2-5-32b-instruct-i1-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-awqward2-5-32b-instruct-i1-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-awqward2-5-32b-instruct-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/Awqward2.5-32B-Instruct-i1-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/25 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: mradermacher/Awqward2.5-32B-Instruct-i1-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/25 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":24,"totalFiles":25},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mradermacher-awqward2-5-32b-instruct-i1-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-awqward2-5-32b-instruct-i1-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-awqward2-5-32b-instruct-i1-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-awqward2-5-32b-instruct-i1-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-awqward2-5-32b-instruct-i1-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-awqward2-5-32b-instruct-i1-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-awqward2-5-32b-instruct-i1-gguf/distribution"},"supportedClaims":["mradermacher/Awqward2.5-32B-Instruct-i1-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","mradermacher/Awqward2.5-32B-Instruct-i1-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","mradermacher/Awqward2.5-32B-Instruct-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-awqward2-5-32b-instruct-i1-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-awqward2-5-32b-instruct-i1-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-awqward2-5-32b-instruct-i1-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-awqward2-5-32b-instruct-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."}}