{"id":"hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4","name":"GLM-5.3-Flash-Uncensored-Q2-ds4","tags":["huggingface-import","external-catalog","model","mit","ds4","gguf","glm","glm-5.3-flash","glm5next","moe","uncensored","abliterated","dwarfstar","imatrix","iq2_xxs","q2_k","apple-silicon","metal","mtp","text-generation","en","zh","base_model:orcarouter/glm-5.3-flash-uncensored-fp8","base_model:quantized:orcarouter/glm-5.3-flash-uncensored-fp8"],"task":"text-generation","type":"llm","evals":[],"owner":"DogContext","stars":13,"formats":["gitattributes","gguf","md","jpg"],"hosting":{"status":"hosted","totalFiles":4,"hostedFiles":4,"mirroredBytes":96505879938,"mirroredFiles":4,"hostedFilesAuthority":"live-serve-decision","hosted":true,"downloadable":true,"readyFileCount":4,"serveAuthority":"live-serve-decision","downloadReady":true},"license":"mit","summary":"Model from Hugging Face for text generation: DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4 · ds4","version":"hf-main","modality":"text","upstream":{"gated":false,"repoId":"DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4","private":false,"repoUrl":"https://huggingface.co/DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4","disabled":false,"provider":"huggingface","repoType":"model","revision":"235989b3a2f4ede83c05c9bdb29130ea3f77e3bb","fetchedAt":"2026-09-29T21:39:23.732Z","importMode":"external-catalog","licenseRaw":"mit","licenseDeclared":"mit","mirrorLicensePolicy":"permissive"},"versions":[{"commit":"235989b","version":"hf-main","releasedAt":"2026-09-21T16:43:52.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"citations":0,"createdAt":"2026-09-29T21:39:23.777Z","fileCount":4,"framework":"ds4","publisher":"DogContext","sizeBytes":96505879938,"sourceUrl":"https://huggingface.co/DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4","updatedAt":"2026-09-21T16:43:52.000Z","scanStatus":"pending","visibility":"public","description":"External Hugging Face catalog record for DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4. Task: text generation. Library: ds4. Languages: en, zh. Files we host have a published SHA-256.","mirrorCount":0,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-09-29T21:39:23.777Z.","Upstream license: mit. Mirror admission policy: permissive (owner policy; no license rights inferred).","Not locally hosted, mirrored, signed, or rescanned by Hugging Bay."],"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en","zh"],"sourceUrl":"https://huggingface.co/DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4","evalResults":[],"libraryName":"ds4","pipelineTag":"text-generation","cardDataKeys":["base_model","base_model_relation","language","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation ds4 llm model en zh gguf","semanticTerms":["text-generation","ds4","llm","model","en","zh","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1605},{"lfs":true,"path":"GLM-5.3-Flash-Uncensored-IQ2-imatrix-MTP-ds4.gguf","sizeBytes":96505818432},{"lfs":false,"path":"README.md","sizeBytes":14819},{"lfs":false,"path":"kanycrew.jpg","sizeBytes":45082}],"modelIndexNames":[]},"releaseGates":{"scan":"pending","files":"pending","license":"passed","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":28477,"hostedFileCount":4,"cardCompleteness":92,"externalFileCount":0,"verificationStatus":"pending","requestedVisibility":"public","repo":"DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4","files":[{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_fbaf96fc83cb236b358eb075c3773a6a5743b4e3314e340579507ebed12a2133","policyDigest":"sha256:31fcd753bbaa9e4959e8b44eb8bb781850dbca80f33623d88c78ef9f761e56bb","publicationId":"hbeol_fbaf96fc83cb236b358eb075c3773a6a5743b4e3314e340579507ebed12a2133","payloadReadsPerformed":0,"securityScanPerformed":false},"path":".gitattributes","sizeBytes":1605,"storageSizeBytes":1605,"format":"gitattributes","sha256":"370099ea57ab37c81413b679e1818a92a689ec2e560bfc5b35e5bab375934c1a","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"476efaba6957bb7b0d4b8dffb32da8046e76a504","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_fbaf96fc83cb236b358eb075c3773a6a5743b4e3314e340579507ebed12a2133","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:31fcd753bbaa9e4959e8b44eb8bb781850dbca80f33623d88c78ef9f761e56bb","existingObjectRegistrationId":"hbeoa_fbaf96fc83cb236b358eb075c3773a6a5743b4e3314e340579507ebed12a2133","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4/.gitattributes","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified. Download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-14T23:58:26.088Z","evidence_url":"/api/manifests/hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_cdeafe58dcddd6f1aeb18e1ce040470be12f6787967745186799610e7ce49303","policyDigest":"sha256:3a4fe11cd00b86794a725d80438bf1c9bed7e6e5e96276b467565e66af85261e","publicationId":"hbeol_cdeafe58dcddd6f1aeb18e1ce040470be12f6787967745186799610e7ce49303","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"GLM-5.3-Flash-Uncensored-IQ2-imatrix-MTP-ds4.gguf","sizeBytes":96505818432,"storageSizeBytes":96505818432,"format":"gguf","sha256":"1b3a7d5c36d507bbcb7c99995740772114c5d0ec628a68b8263237b883f98e4e","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"1b3a7d5c36d507bbcb7c99995740772114c5d0ec628a68b8263237b883f98e4e","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_cdeafe58dcddd6f1aeb18e1ce040470be12f6787967745186799610e7ce49303","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:3a4fe11cd00b86794a725d80438bf1c9bed7e6e5e96276b467565e66af85261e","existingObjectRegistrationId":"hbeoa_cdeafe58dcddd6f1aeb18e1ce040470be12f6787967745186799610e7ce49303","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4/GLM-5.3-Flash-Uncensored-IQ2-imatrix-MTP-ds4.gguf","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified. Download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-14T23:58:26.088Z","evidence_url":"/api/manifests/hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_a94a3bf7105a848d276710588f5f5870bf6fc89a17f4ee77875e4f1300e94e3d","policyDigest":"sha256:31fcd753bbaa9e4959e8b44eb8bb781850dbca80f33623d88c78ef9f761e56bb","publicationId":"hbeol_a94a3bf7105a848d276710588f5f5870bf6fc89a17f4ee77875e4f1300e94e3d","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"README.md","sizeBytes":14819,"storageSizeBytes":14819,"format":"md","sha256":"2c3dca7e7492c148fd1335d17d2ef33ee46180bac804be8c28ceab3bbee94a12","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"8055234e3ce6ddaff82b668aa5c5a5594376cb45","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_a94a3bf7105a848d276710588f5f5870bf6fc89a17f4ee77875e4f1300e94e3d","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:31fcd753bbaa9e4959e8b44eb8bb781850dbca80f33623d88c78ef9f761e56bb","existingObjectRegistrationId":"hbeoa_a94a3bf7105a848d276710588f5f5870bf6fc89a17f4ee77875e4f1300e94e3d","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4/README.md","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified. Download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-14T23:58:26.088Z","evidence_url":"/api/manifests/hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_293eafdc105f938af4aa9b47a4f4027c0d1603344822e964a2a78cbcf2327a2c","policyDigest":"sha256:31fcd753bbaa9e4959e8b44eb8bb781850dbca80f33623d88c78ef9f761e56bb","publicationId":"hbeol_293eafdc105f938af4aa9b47a4f4027c0d1603344822e964a2a78cbcf2327a2c","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"kanycrew.jpg","sizeBytes":45082,"storageSizeBytes":45082,"format":"jpg","sha256":"66213290f57c515a6250c0289751b5736cc16f5a7945e0170c61cc8fd32e919d","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"9baebcef53d539cf28b396fdc059249a6b87bb34","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_293eafdc105f938af4aa9b47a4f4027c0d1603344822e964a2a78cbcf2327a2c","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:31fcd753bbaa9e4959e8b44eb8bb781850dbca80f33623d88c78ef9f761e56bb","existingObjectRegistrationId":"hbeoa_293eafdc105f938af4aa9b47a4f4027c0d1603344822e964a2a78cbcf2327a2c","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4/kanycrew.jpg","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified. Download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-14T23:58:26.088Z","evidence_url":"/api/manifests/hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4"},"signature_state":"signed"}],"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":[]},"publicDownloadableFileCount":4,"publicFileCount":4,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-14T23:57:27.745Z","webUrl":"https://huggingbay.xyz/artifact/hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4","listedFileLowerBound":4,"hostingStatus":"hosted","signals":{"size":{"known":true,"bytes":96505879938,"label":"89.9 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":28477,"upstreamStars":13,"label":"28K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-file-downloads-only","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"pass","detail":"4/4 repository files hosted"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: mit","Provenance: DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4","Hosted files: 4/4 repository files hosted","Byte manifest integrity: selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Scan: pending"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":4,"externalFiles":0,"totalFiles":4},"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-dogcontext-glm-5-3-flash-uncensored-q2-ds4/mirrors"}},"mirrorCompletion":{"status":"hosted","hostedFiles":4,"totalFiles":4,"externalFiles":0,"hostedBytes":96505879938,"externalBytes":0,"lowRiskExternalFiles":0,"overFileCapFiles":0,"overBatchCapFiles":0,"directMirrorExternalFiles":0,"directMirrorExternalBytes":0,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[]},"cardDescription":"Generates text by continuing a prompt.","licenseLabel":"mit","recommendedFile":null,"licenseClarity":{"license":"mit","commercialUse":"yes","confidence":"high","obligations":["Attribution/notice requirements of the license still apply."],"summary":"Permissive open license: commercial use, modification, and redistribution are permitted.","redistribution":"Keep every copyright, attribution, license, and NOTICE requirement imposed by the exact license text.","notes":"Not legal advice."},"licenseObligationsDigest":null,"licenseUpstreamRecord":{"declaredLicense":"mit","upstreamLicenseRaw":"mit","sourceUrl":"https://huggingface.co/DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4","upstream":{"gated":false,"repoId":"DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4","private":false,"repoUrl":"https://huggingface.co/DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4","disabled":false,"provider":"huggingface","repoType":"model","revision":"235989b3a2f4ede83c05c9bdb29130ea3f77e3bb","fetchedAt":"2026-09-29T21:39:23.732Z","importMode":"external-catalog","licenseRaw":"mit","licenseDeclared":"mit","mirrorLicensePolicy":"permissive"}},"gateStatus":"mirror-exists","downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified. Download is available now.","serveEvaluatedAt":"2026-11-14T23:58:25.920Z","serveEvaluationId":"serve-fe31c041a4ffacff1e172c0aeb6a2bb63d81f72541d2cb4d3c2c55faa27cad2d","readiness":"ready","downloadReady":true,"mirroredBytes":96505879938,"readinessCheckedAt":"2026-11-14T23:58:26.088Z","readinessSource":"file-check","serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified. Download is available now.","serveEvaluatedAt":"2026-11-14T23:58:25.920Z","serveEvaluationId":"serve-fe31c041a4ffacff1e172c0aeb6a2bb63d81f72541d2cb4d3c2c55faa27cad2d","readiness":"ready","downloadReady":true,"hostedFileCount":4,"mirroredBytes":96505879938,"readinessCheckedAt":"2026-11-14T23:58:25.920Z","readinessSource":"file-check","degraded":false,"stale":false},"authorityMode":"private-download-only","commandsAvailable":false,"runReady":false,"attribution":"Hosted · published SHA-256 checksums · https://huggingbay.xyz/artifact/hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4","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."},"hosted":true,"modelState":{"state":"ready","word":"Ready","sentence":"Files are hosted here and ready to download."},"pageFacts":{"id":"hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4","repo":"DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4","type":"llm","purpose":"open-weights language model for text generation","license":{"id":"mit","label":"mit","state":"known","url":"https://spdx.org/licenses/MIT.html","source":"spdx","hostedFile":false,"commercialUse":"yes","terms":"Permissive open license: commercial use, modification, and redistribution are permitted."},"task":{"id":"text-generation","label":"text generation"},"size":{"bytes":96505879938,"label":"96.5 GB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":true,"hostedBytes":96505879938,"hostedLabel":"96.5 GB","hostedSummary":"4 files, 96.5 GB","hostedIsSubset":false,"downloadBytes":96505818432,"downloadLabel":"96.5 GB","recommended":{"path":"GLM-5.3-Flash-Uncensored-IQ2-imatrix-MTP-ds4.gguf","fileName":"GLM-5.3-Flash-Uncensored-IQ2-imatrix-MTP-ds4.gguf","fileCount":1,"quant":"","bytes":96505818432,"label":"96.5 GB","variants":1,"basis":"only-variant"},"parameters":null,"sentence":"Hosted here: 4 files, 96.5 GB. Full repo upstream: 96.5 GB. The recommended download, GLM-5.3-Flash-Uncensored-IQ2-imatrix-MTP-ds4.gguf, is 96.5 GB."},"files":{"hosted":4,"total":4,"label":"4 hosted of 4 listed"},"manifestSigning":{"status":"signed","label":"Signed by the harbor","publicKeyUrl":"/api/keys/manifest-signing","keyId":"ed25519:718f9ccff1cef500235425ce","manifestUrl":"/api/manifests/hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4","signature":{"version":1,"algorithm":"Ed25519","key_id":"ed25519:718f9ccff1cef500235425ce","canonical_digest":"sha256:c067316f5c5e8d641d1d2aa9e468ee8818bf6db8972893a5dbbcf5078c3b437f","value":"jP_e9-fEe5civ6CmB1mJ7aAHy54yoRpUvSEbDrOo46FA7q_RiA2fFbA94bPigxmy59HXqpD1H53W934DN7TcBw","signed_at":"2026-11-14T23:58:26.436Z","public_key_url":"/api/keys/manifest-signing","payload":"canonical-json:manifest-excluding-signature-and-generated_at","canonical_encoding":"rfc8785","canonical_excludes":["signature","generated_at","manifest_digest","serveEvaluatedAt","serveEvaluationId","serveExplanation","readinessCheckedAt","obtainReady","serveVerdict","reason","reasonCodes"]}},"download":{"status":"hosted","label":"Download here (4 hosted files)","url":"/artifact/hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4/files"},"released":{"iso":"2026-09-29","label":"Sep 29, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-09-21","label":"Sep 21, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4","repoId":"DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4"},"languages":["en","zh"],"baseModel":{"ref":"","url":"","resolveUrl":""},"paperIds":[],"arxivIds":[],"sameAs":["https://huggingface.co/DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4"],"creator":{"@type":"Organization","name":"DogContext","url":"https://huggingface.co/DogContext","sameAs":["https://huggingface.co/DogContext"]},"scholarlyArticles":[],"scanStatus":"pending","faq":[{"id":"what-is-it","question":"What is DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4?","answer":"DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4 is an open-weights language model for text generation published by DogContext, added to Hugging Bay Sep 29, 2026. Model from Hugging Face for text generation: DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4 · ds4"},{"id":"license","question":"What license does DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4 use, and can I use it commercially?","answer":"It is released under the mit license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted."},{"id":"size","question":"How big is DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4?","answer":"Hosted here: 4 files, 96.5 GB. Full repo upstream: 96.5 GB. The recommended download, GLM-5.3-Flash-Uncensored-IQ2-imatrix-MTP-ds4.gguf, is 96.5 GB."},{"id":"download","question":"Where can I download DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4?","answer":"Hosted here: 4 files, 96.5 GB. Full repo upstream: 96.5 GB. The original release is at https://huggingface.co/DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4."},{"id":"safety","question":"Has DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4 been scanned for unsafe files?","answer":"Source scan status: pending. A scan checks the files for known-bad signatures; it does not mean the model is safe. 4 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4 run on my computer?","answer":"We can’t check the fit; we don’t know your machine. We don’t have your machine’s specs, so no check ran and no verdict is shown. Answer two quick questions and we’ll estimate, from the memory you tell us, whether it fits your machine. Or skip it; you can still download; fit isn’t checked."}],"modelAnswer":null,"modelRecipeReceipt":null},"guidedDownloadCard":{"schemaVersion":"hugging-bay.guided-download-card/v2","artifactId":"hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4","repo":"DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4","serveState":"READY","downloadReady":true,"reasonCodes":[],"withheld":{"active":false},"wasmRun":null,"bytesOnStorage":true,"file":null,"noHostedWeights":true,"notSingleFile":false,"download":{"available":false,"url":null},"otherFiles":[{"path":".gitattributes","fileName":".gitattributes","sha256":"370099ea57ab37c81413b679e1818a92a689ec2e560bfc5b35e5bab375934c1a","sizeLabel":"1.6 KB","downloadUrl":"/api/downloads/hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4/.gitattributes"},{"path":"GLM-5.3-Flash-Uncensored-IQ2-imatrix-MTP-ds4.gguf","fileName":"GLM-5.3-Flash-Uncensored-IQ2-imatrix-MTP-ds4.gguf","sha256":"1b3a7d5c36d507bbcb7c99995740772114c5d0ec628a68b8263237b883f98e4e","sizeLabel":"96.5 GB","downloadUrl":"/api/downloads/hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4/GLM-5.3-Flash-Uncensored-IQ2-imatrix-MTP-ds4.gguf"},{"path":"README.md","fileName":"README.md","sha256":"2c3dca7e7492c148fd1335d17d2ef33ee46180bac804be8c28ceab3bbee94a12","sizeLabel":"14.8 KB","downloadUrl":"/api/downloads/hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4/README.md"},{"path":"kanycrew.jpg","fileName":"kanycrew.jpg","sha256":"66213290f57c515a6250c0289751b5736cc16f5a7945e0170c61cc8fd32e919d","sizeLabel":"45.1 KB","downloadUrl":"/api/downloads/hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4/kanycrew.jpg"}],"run":{"available":false,"reason":"no-runnable-file","lmStudioUrl":"https://lmstudio.ai/","terminalCommand":null,"verificationMessage":null},"paused":{"active":false},"blocked":{"active":true,"reason":"not-hosted-here-yet","message":"Weights not hosted yet"},"unconfirmed":{"active":false},"licenseGate":{"active":false},"checks":{"license":"mit","licenseLabel":null,"fingerprintMatches":false,"hostedFiles":4,"totalFiles":4},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-11-14T23:58:26.441Z","readiness":"ready","downloadable":true,"downloadStatus":"READY","hostedFileCount":4,"mirroredBytes":96505879938,"readinessCheckedAt":"2026-11-14T23:58:26.441Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":4,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-14T23:58:26.441Z","evidence_url":"/api/manifests/hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4"}},"howToRun":{"schema":"hugging-bay.how-to-run.v1","available":false,"runtime":null,"command":null,"file":null,"minimumRamGb":null,"downloadUrl":null,"downloadCommand":null,"verifyCommand":null,"downloadUrlNote":"Stable URL. Each GET re-checks the file and redirects to a signed link that lasts at most 300 seconds; open it again for a fresh link.","filesUrl":"https://huggingbay.xyz/api/v1/artifacts/hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4/files","tested":false,"note":"No single hosted file is recorded for this model yet. minimumRamGb is an estimate from the file size (file at most 0.6 x memory), not a measurement."},"canIRun":true,"modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for generating text.","confidence":"medium","task":"text-generation","audience":null,"basis":"recorded-metadata","rules":["task:text-generation"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":96505879938,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"runTested":false,"degraded":false,"stale":false,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4"}},"catalogSummary":{"schemaVersion":"hugging-bay.catalog-summaries.v3","modelId":"hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4","facts":{"id":"hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4","repo":"DogContext/GLM-5.3-Flash-Uncensored-Q2-ds4","type":"llm","sizeBytes":96505879938,"licenseLabel":"mit"},"license":"mit","text":"This model is an uncensored GGUF build of a GLM 5.3 Flash variant with imatrix calibration and native MTP preserved. It is a text only model built for the ds4 engine, and the card also says its thinking mode supports multi step reasoning and validation.","sentences":["This model is an uncensored GGUF build of a GLM 5.3 Flash variant with imatrix calibration and native MTP preserved.","It is a text only model built for the ds4 engine, and the card also says its thinking mode supports multi step reasoning and validation."],"honestyChecked":true},"runs_here":{"schema_version":1,"artifact_id":"hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4","revision":"235989b3a2f4ede83c05c9bdb29130ea3f77e3bb","claim":"estimated_physical_memory_capacity","runnableAuthority":false,"representations":[],"reason":"admitted_memory_inputs_unavailable"},"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.","downloadable":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-14T23:58:26.088Z","evidence_url":"/api/manifests/hf-model-dogcontext-glm-5-3-flash-uncensored-q2-ds4"}}