{"id":"hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp","name":"Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen3_5","image-text-to-text","awq","w4a16","compressed-tensors","vllm","mtp","speculative-decoding","uncensored","conversational","en","base_model:hauhaucs/qwen3.8-27b-uncensored-hauhaucs-aggressive-mtp-gguf","base_model:quantized:hauhaucs/qwen3.8-27b-uncensored-hauhaucs-aggressive-mtp-gguf","license:apache-2.0","endpoints_compatible","region:us","vision","hauhaucs/qwen3.8-27b-uncensored-hauhaucs-aggressive-mtp-gguf"],"task":"image-text-to-text","type":"vision","evals":[],"owner":"twolven","stars":2,"formats":["gitattributes","md","jinja","json","safetensors","yaml"],"hosting":{"status":"hosted","totalFiles":21,"hostedFiles":7,"mirroredBytes":19547948488,"mirroredFiles":7,"hostedFilesAuthority":"live-serve-decision","hosted":true,"downloadable":true,"readyFileCount":7,"serveAuthority":"live-serve-decision","downloadReady":true},"license":"apache-2.0","summary":"Model from Hugging Face for image text to text: twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP · transformers","version":"hf-main","modality":"vision","upstream":{"gated":false,"repoId":"twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP","private":false,"repoUrl":"https://huggingface.co/twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP","disabled":false,"provider":"huggingface","repoType":"model","revision":"1b909afa8b1bc0eeff0d32420e26207b974f33a6","fetchedAt":"2026-10-08T18:25:25.965Z","importMode":"external-catalog","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-08T18:25:25.965Z","revision":"1b909afa8b1bc0eeff0d32420e26207b974f33a6"},"licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"versions":[{"commit":"1b909af","version":"hf-main","releasedAt":"2026-08-21T17:53:48.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"baseModel":"HauhauCS/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-MTP-GGUF","citations":0,"createdAt":"2026-10-08T18:25:27.974Z","fileCount":21,"framework":"transformers","publisher":"twolven","sizeBytes":19567951466,"sourceUrl":"https://huggingface.co/twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP","updatedAt":"2026-08-21T17:53:48.000Z","scanStatus":"pending","visibility":"public","derivedFrom":"HauhauCS/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-MTP-GGUF","description":"External Hugging Face catalog record for twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP. Task: image text to text. Library: transformers. Languages: en. Base model: HauhauCS/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-MTP-GGUF. Files we host have a published SHA-256.","mirrorCount":0,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-10-08T18:25:27.974Z.","Upstream license: apache-2.0. 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":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"HauhauCS/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-MTP-GGUF","languages":["en"],"sourceUrl":"https://huggingface.co/twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP","evalResults":[],"libraryName":"transformers","pipelineTag":"image-text-to-text","cardDataKeys":["base_model","base_model_relation","language","library_name","license","pipeline_tag","tags"],"semanticText":"image-text-to-text transformers vision model en hauhaucs/qwen3.8-27b-uncensored-hauhaucs-aggressive-mtp-gguf safetensors base_model:hauhaucs/qwen3.8-27b-uncensored-hauhaucs-aggressive-mtp-gguf base_model:quantized:hauhaucs/qwen3.8-27b-uncensored-hauhaucs-aggressive-mtp-gguf","semanticTerms":["image-text-to-text","transformers","vision","model","en","hauhaucs/qwen3.8-27b-uncensored-hauhaucs-aggressive-mtp-gguf","safetensors","base_model:hauhaucs/qwen3.8-27b-uncensored-hauhaucs-aggressive-mtp-gguf","base_model:quantized:hauhaucs/qwen3.8-27b-uncensored-hauhaucs-aggressive-mtp-gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":14452},{"lfs":false,"path":"chat_template.jinja","sizeBytes":8952},{"lfs":false,"path":"chat_template_medium.jinja","sizeBytes":8953},{"lfs":false,"path":"config.json","sizeBytes":20650},{"lfs":false,"path":"generation_config.json","sizeBytes":244},{"lfs":true,"path":"model-mtp.safetensors","sizeBytes":849400424},{"lfs":true,"path":"model.safetensors","sizeBytes":18698467264},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":390},{"lfs":false,"path":"processor_config.json","sizeBytes":1191},{"lfs":false,"path":"recipe.yaml","sizeBytes":36501},{"lfs":true,"path":"tokenizer.json","sizeBytes":19989325},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1165},{"lfs":false,"path":"video_preprocessor_config.json","sizeBytes":385}],"modelIndexNames":[]},"releaseGates":{"scan":"pending","files":"pending","license":"passed","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":18898,"hostedFileCount":7,"cardCompleteness":96,"externalFileCount":14,"verificationStatus":"pending","requestedVisibility":"public","repo":"twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP","files":[{"path":".gitattributes","risk":"low","format":"gitattributes","sha256":"","lfsSha256":"","sizeBytes":1570,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"52373fe24473b1aa44333d318f578ae6bf04b49b","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T21:48:44.996Z","evidence_url":"/api/manifests/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_bb9935199a561e40f120f600851a3bc8f0ac8f1c5b1e5a30489648dfe133ef4e","policyDigest":"sha256:849fe2e5f0490a516ba06eb221f172eeda35b549258b91b167e39a879612883d","publicationId":"hbeol_bb9935199a561e40f120f600851a3bc8f0ac8f1c5b1e5a30489648dfe133ef4e","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"README.md","sizeBytes":14452,"storageSizeBytes":14452,"format":"md","sha256":"642f788ea31015e325a89e5f57f58577d75e891684e058b7bb55db316259b102","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"caeb93a277fd0023bc4b850d64832f6282e68db2","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_bb9935199a561e40f120f600851a3bc8f0ac8f1c5b1e5a30489648dfe133ef4e","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:849fe2e5f0490a516ba06eb221f172eeda35b549258b91b167e39a879612883d","existingObjectRegistrationId":"hbeoa_bb9935199a561e40f120f600851a3bc8f0ac8f1c5b1e5a30489648dfe133ef4e","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/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":"2026-11-08T21:48:44.996Z","evidence_url":"/api/manifests/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp"},"signature_state":"signed"},{"path":"chat_template.jinja","risk":"low","format":"jinja","sha256":"","lfsSha256":"","sizeBytes":8952,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"c0c686f9c38d70d179fb7b5f5aa7530bc913dda3","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T21:48:44.996Z","evidence_url":"/api/manifests/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_46c5eeb0ef38be4f13a0e4a58d017edf51d19a1f7029091af7bf4c807e9a04f5","policyDigest":"sha256:849fe2e5f0490a516ba06eb221f172eeda35b549258b91b167e39a879612883d","publicationId":"hbeol_46c5eeb0ef38be4f13a0e4a58d017edf51d19a1f7029091af7bf4c807e9a04f5","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"chat_template_medium.jinja","sizeBytes":8953,"storageSizeBytes":8953,"format":"jinja","sha256":"0af1e396568d92bf10507fb58260f62ed6a72fd07ccaab53dc680dd4eb334a02","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"d52485572f1a1ee01a1f2ebe825c0e45ee9219d3","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_46c5eeb0ef38be4f13a0e4a58d017edf51d19a1f7029091af7bf4c807e9a04f5","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:849fe2e5f0490a516ba06eb221f172eeda35b549258b91b167e39a879612883d","existingObjectRegistrationId":"hbeoa_46c5eeb0ef38be4f13a0e4a58d017edf51d19a1f7029091af7bf4c807e9a04f5","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/chat_template_medium.jinja","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":"2026-11-08T21:48:44.996Z","evidence_url":"/api/manifests/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_34dac9c9f6ac968ca8b5cb1e65e7c3a9248358029b0662588ca3e8d0719fabbf","policyDigest":"sha256:849fe2e5f0490a516ba06eb221f172eeda35b549258b91b167e39a879612883d","publicationId":"hbeol_34dac9c9f6ac968ca8b5cb1e65e7c3a9248358029b0662588ca3e8d0719fabbf","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"config.json","sizeBytes":20650,"storageSizeBytes":20650,"format":"json","sha256":"5cac12087df9690ce133dc9d66b9104c818014fea6b788f2f676359ca06635fc","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"05831f7036c64344e91f928ca3a1271693b8d9b1","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_34dac9c9f6ac968ca8b5cb1e65e7c3a9248358029b0662588ca3e8d0719fabbf","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:849fe2e5f0490a516ba06eb221f172eeda35b549258b91b167e39a879612883d","existingObjectRegistrationId":"hbeoa_34dac9c9f6ac968ca8b5cb1e65e7c3a9248358029b0662588ca3e8d0719fabbf","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/config.json","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":"2026-11-08T21:48:44.996Z","evidence_url":"/api/manifests/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_292a7a46df853d845345fd1da65501b8f06b6ab8e4454f80ee6b5bfa8a94482a","policyDigest":"sha256:849fe2e5f0490a516ba06eb221f172eeda35b549258b91b167e39a879612883d","publicationId":"hbeol_292a7a46df853d845345fd1da65501b8f06b6ab8e4454f80ee6b5bfa8a94482a","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"generation_config.json","sizeBytes":244,"storageSizeBytes":244,"format":"json","sha256":"a91811aa69c29e9d383296829a35dd01fa32a8cb15160bb522c76632e4e1325e","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"a7f0cbecda5b0064ed703a6495f388ac566f5901","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_292a7a46df853d845345fd1da65501b8f06b6ab8e4454f80ee6b5bfa8a94482a","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:849fe2e5f0490a516ba06eb221f172eeda35b549258b91b167e39a879612883d","existingObjectRegistrationId":"hbeoa_292a7a46df853d845345fd1da65501b8f06b6ab8e4454f80ee6b5bfa8a94482a","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/generation_config.json","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":"2026-11-08T21:48:44.996Z","evidence_url":"/api/manifests/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_2248bf6a01bd43cb16ab1194fec970adfe1b029b01255d629d99633af81e9905","policyDigest":"sha256:849fe2e5f0490a516ba06eb221f172eeda35b549258b91b167e39a879612883d","publicationId":"hbeol_2248bf6a01bd43cb16ab1194fec970adfe1b029b01255d629d99633af81e9905","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-mtp.safetensors","sizeBytes":849400424,"storageSizeBytes":849400424,"format":"safetensors","sha256":"e24a692bc1e9ad1e526cf7c331661c08667ecbf18ef03399d6c75215f5ba2739","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"e24a692bc1e9ad1e526cf7c331661c08667ecbf18ef03399d6c75215f5ba2739","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_2248bf6a01bd43cb16ab1194fec970adfe1b029b01255d629d99633af81e9905","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:849fe2e5f0490a516ba06eb221f172eeda35b549258b91b167e39a879612883d","existingObjectRegistrationId":"hbeoa_2248bf6a01bd43cb16ab1194fec970adfe1b029b01255d629d99633af81e9905","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/model-mtp.safetensors","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":"2026-11-08T21:48:44.996Z","evidence_url":"/api/manifests/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_a51d9659ba4b86211e1f60e86dd031e8e262b5e5ed555d194e7b589982acc7b6","policyDigest":"sha256:849fe2e5f0490a516ba06eb221f172eeda35b549258b91b167e39a879612883d","publicationId":"hbeol_a51d9659ba4b86211e1f60e86dd031e8e262b5e5ed555d194e7b589982acc7b6","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model.safetensors","sizeBytes":18698467264,"storageSizeBytes":18698467264,"format":"safetensors","sha256":"171ffd533ca557bd5118683a345b23a2785989e223a367d1283c19d6266286c5","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"171ffd533ca557bd5118683a345b23a2785989e223a367d1283c19d6266286c5","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_a51d9659ba4b86211e1f60e86dd031e8e262b5e5ed555d194e7b589982acc7b6","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:849fe2e5f0490a516ba06eb221f172eeda35b549258b91b167e39a879612883d","existingObjectRegistrationId":"hbeoa_a51d9659ba4b86211e1f60e86dd031e8e262b5e5ed555d194e7b589982acc7b6","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/model.safetensors","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":"2026-11-08T21:48:44.996Z","evidence_url":"/api/manifests/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp"},"signature_state":"signed"},{"path":"preprocessor_config.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":390,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"2ea84a437d448ff71b08df68fdd949d5cc4ebb64","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T21:48:44.996Z","evidence_url":"/api/manifests/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp"},"signature_state":"unsigned"},{"path":"processor_config.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":1191,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"33818c7f9e991ad735fd240209f4fa73e6c28c50","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T21:48:44.996Z","evidence_url":"/api/manifests/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_4058123226f248a53280da5201716621ce0fb37b3825bf9965a3210237bd0ecd","policyDigest":"sha256:849fe2e5f0490a516ba06eb221f172eeda35b549258b91b167e39a879612883d","publicationId":"hbeol_4058123226f248a53280da5201716621ce0fb37b3825bf9965a3210237bd0ecd","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"recipe.yaml","sizeBytes":36501,"storageSizeBytes":36501,"format":"yaml","sha256":"00ef86f5e11aa465370bd0d79ea0da0dffe7b484b5e38b1bf8b3d5e35fca1260","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"cf4663614eda68580b2c4ab29e49648a65902687","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_4058123226f248a53280da5201716621ce0fb37b3825bf9965a3210237bd0ecd","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:849fe2e5f0490a516ba06eb221f172eeda35b549258b91b167e39a879612883d","existingObjectRegistrationId":"hbeoa_4058123226f248a53280da5201716621ce0fb37b3825bf9965a3210237bd0ecd","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/recipe.yaml","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":"2026-11-08T21:48:44.996Z","evidence_url":"/api/manifests/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp"},"signature_state":"signed"},{"path":"tokenizer.json","risk":"low","format":"json","sha256":"06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523","lfsSha256":"06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523","sizeBytes":19989325,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"5520bfd2dd834ce386c1312c410fa71af56db5ad","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T21:48:44.996Z","evidence_url":"/api/manifests/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp"},"signature_state":"unsigned"},{"path":"tokenizer_config.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":1165,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"1d134cd298be1e3be25db393d93a1cefe80e3214","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T21:48:44.996Z","evidence_url":"/api/manifests/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp"},"signature_state":"unsigned"},{"path":"video_preprocessor_config.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":385,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"3ba673a5ad7d4d13f54155ecd38b2a94a6dac8fe","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T21:48:44.996Z","evidence_url":"/api/manifests/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp"},"signature_state":"unsigned"}],"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":7,"publicFileCount":21,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-08T21:47:47.130Z","webUrl":"https://huggingbay.xyz/artifact/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp","listedFileLowerBound":14,"hostingStatus":"hosted","signals":{"size":{"known":true,"bytes":19567951466,"label":"18.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":18898,"upstreamStars":2,"label":"19K 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":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/21 repository files hosted; selected representation evaluated separately"},{"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: apache-2.0","Provenance: twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP","Byte manifest integrity: selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Scan: pending","Hosted files: 7/21 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":14,"totalFiles":21},"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-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/mirrors"}},"mirrorCompletion":{"status":"partial","hostedFiles":7,"totalFiles":14,"externalFiles":7,"hostedBytes":19547948488,"externalBytes":20002978,"lowRiskExternalFiles":7,"overFileCapFiles":0,"overBatchCapFiles":0,"directMirrorExternalFiles":7,"directMirrorExternalBytes":20002978,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[{"path":"video_preprocessor_config.json","sizeBytes":385,"risk":"low","format":"json"},{"path":"preprocessor_config.json","sizeBytes":390,"risk":"low","format":"json"},{"path":"tokenizer_config.json","sizeBytes":1165,"risk":"low","format":"json"},{"path":"processor_config.json","sizeBytes":1191,"risk":"low","format":"json"},{"path":".gitattributes","sizeBytes":1570,"risk":"low","format":"gitattributes"},{"path":"chat_template.jinja","sizeBytes":8952,"risk":"low","format":"jinja"},{"path":"tokenizer.json","sizeBytes":19989325,"risk":"low","format":"json"}],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[{"path":"tokenizer.json","sizeBytes":19989325,"risk":"low","format":"json","overFileCap":false},{"path":"chat_template.jinja","sizeBytes":8952,"risk":"low","format":"jinja","overFileCap":false},{"path":".gitattributes","sizeBytes":1570,"risk":"low","format":"gitattributes","overFileCap":false},{"path":"processor_config.json","sizeBytes":1191,"risk":"low","format":"json","overFileCap":false},{"path":"tokenizer_config.json","sizeBytes":1165,"risk":"low","format":"json","overFileCap":false},{"path":"preprocessor_config.json","sizeBytes":390,"risk":"low","format":"json","overFileCap":false},{"path":"video_preprocessor_config.json","sizeBytes":385,"risk":"low","format":"json","overFileCap":false}]},"cardDescription":"A model for working with images and text together.","licenseLabel":"apache-2.0","recommendedFile":{"path":"model.safetensors","fileCount":1,"selectedSizeBytes":18698467264,"files":[{"path":"model.safetensors","sizeBytes":18698467264,"downloadUrl":"/api/downloads/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/model.safetensors"}],"sizeBytes":18698467264,"storageSizeBytes":18698467264,"hosted":true,"downloadUrl":"/api/downloads/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/model.safetensors"},"licenseClarity":{"license":"apache-2.0","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":"apache-2.0","upstreamLicenseRaw":"apache-2.0","sourceUrl":"https://huggingface.co/twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP","upstream":{"gated":false,"repoId":"twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP","private":false,"repoUrl":"https://huggingface.co/twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP","disabled":false,"provider":"huggingface","repoType":"model","revision":"1b909afa8b1bc0eeff0d32420e26207b974f33a6","fetchedAt":"2026-10-08T18:25:25.965Z","importMode":"external-catalog","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-08T18:25:25.965Z","revision":"1b909afa8b1bc0eeff0d32420e26207b974f33a6"},"licenseDeclared":"apache-2.0","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":"2026-11-08T21:48:44.861Z","serveEvaluationId":"serve-fba539c90f08d56771e151c5607630717670d42ab0b4ef2778daddc27f6ef6b5","readiness":"ready","downloadReady":true,"mirroredBytes":19547948488,"readinessCheckedAt":"2026-11-08T21:48:44.996Z","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":"2026-11-08T21:48:44.861Z","serveEvaluationId":"serve-fba539c90f08d56771e151c5607630717670d42ab0b4ef2778daddc27f6ef6b5","readiness":"ready","downloadReady":true,"hostedFileCount":7,"mirroredBytes":19547948488,"readinessCheckedAt":"2026-11-08T21:48:44.861Z","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-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp","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,"pageFacts":{"id":"hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp","repo":"twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP","type":"vision","purpose":"open-weights vision model for vision-language chat","license":{"id":"apache-2.0","label":"apache-2.0","state":"known","url":"https://spdx.org/licenses/Apache-2.0.html","source":"spdx","hostedFile":false,"commercialUse":"yes","terms":"Permissive open license: commercial use, modification, and redistribution are permitted."},"task":{"id":"image-text-to-text","label":"vision-language chat"},"size":{"bytes":19567951466,"label":"19.6 GB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":false,"hostedBytes":0,"hostedLabel":"size unknown","hostedSummary":"at least 7 listed files; full count and size unknown","hostedIsSubset":false,"downloadBytes":18698467264,"downloadLabel":"18.7 GB","recommended":{"path":"model.safetensors","fileName":"model.safetensors","fileCount":1,"quant":"","bytes":18698467264,"label":"18.7 GB","variants":1,"basis":"caller-selected"},"parameters":{"totalB":27,"activeB":null,"label":"27B","activeLabel":"","source":"repo-name"},"sentence":"twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP has 27B parameters. Hosted here: at least 7 listed files; full count and size unknown. Full repo upstream: 19.6 GB. The recommended download, model.safetensors, is 18.7 GB."},"files":{"hosted":7,"total":21,"label":"7 hosted of 21 listed"},"manifestSigning":{"status":"signed","label":"Signed by the harbor","publicKeyUrl":"/api/keys/manifest-signing","keyId":"ed25519:718f9ccff1cef500235425ce","manifestUrl":"/api/manifests/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp","signature":{"version":1,"algorithm":"Ed25519","key_id":"ed25519:718f9ccff1cef500235425ce","canonical_digest":"sha256:e76fcb6214f6af1f15a710927dfbc7be0e7eb0e4ac6f788e40d70050fdb5c887","value":"7KL03Jz24nYS84_jbjuyshOD9G7A22C_BMDbkAyZiqzX0I-Uik0vuUYKCpznDqsuAbz86YJ5WsTFNVK0qA1JDg","signed_at":"2026-11-08T21:48:44.875Z","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 (7 hosted files)","url":"/artifact/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/files"},"released":{"iso":"2026-10-08","label":"Oct 8, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-08-21","label":"Aug 21, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP","repoId":"twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP"},"languages":["en"],"baseModel":{"ref":"HauhauCS/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-MTP-GGUF","url":"https://huggingface.co/HauhauCS/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-MTP-GGUF","resolveUrl":"/resolve?q=HauhauCS%2FQwen3.8-27B-Uncensored-HauhauCS-Aggressive-MTP-GGUF"},"paperIds":[],"arxivIds":[],"sameAs":["https://huggingface.co/twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP"],"creator":{"@type":"Organization","name":"twolven","url":"https://huggingface.co/twolven","sameAs":["https://huggingface.co/twolven"]},"scholarlyArticles":[],"scanStatus":"pending","faq":[{"id":"what-is-it","question":"What is twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP?","answer":"twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP is an open-weights vision model for vision-language chat published by twolven, added to Hugging Bay Oct 8, 2026. Model from Hugging Face for image text to text: twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP · transformers"},{"id":"license","question":"What license does twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP use, and can I use it commercially?","answer":"It is released under the apache-2.0 license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted."},{"id":"size","question":"How big is twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP?","answer":"twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP has 27B parameters. Hosted here: at least 7 listed files; full count and size unknown. Full repo upstream: 19.6 GB. The recommended download, model.safetensors, is 18.7 GB."},{"id":"download","question":"Where can I download twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP?","answer":"Hosted here: at least 7 listed files; full count and size unknown. Full repo upstream: 19.6 GB. The original release is at https://huggingface.co/twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP."},{"id":"safety","question":"Has twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP 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. 7 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP 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":{"words":"Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP is an open-weights vision model for vision-language chat. The primary file is model.safetensors (18.7 GB). The primary file needs about 25 GB free for the selected file (file plus room to run it). License: Apache 2.0. The SHA-256 prefix is 171ffd533ca5. The primary Download is available now. No tested run commands for this file yet. See Files for current download availability. The size and hash details refer to the selected file, not every file in the repository. The memory figure is estimated from recorded file size with working room included.","metaDescription":"Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP · 18.7 GB · ~25 GB RAM · License: Apache 2.0 · SHA-256 171ffd533ca5 · Download available"},"modelRecipeReceipt":null},"guidedDownloadCard":{"schemaVersion":"hugging-bay.guided-download-card/v2","artifactId":"hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp","repo":"twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP","serveState":"READY","downloadReady":true,"reasonCodes":[],"withheld":{"active":false},"wasmRun":null,"bytesOnStorage":true,"file":{"path":"model.safetensors","fileName":"model.safetensors","sha256":"171ffd533ca557bd5118683a345b23a2785989e223a367d1283c19d6266286c5","bytes":18698467264,"sizeLabel":"18.7 GB","needGb":null,"downloadUrl":"/api/downloads/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/model.safetensors"},"noHostedWeights":false,"notSingleFile":false,"download":{"available":true,"url":"/api/downloads/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/model.safetensors","sizeLabel":"18.7 GB","bytes":18698467264,"fileCount":1,"files":[{"path":"model.safetensors","fileName":"model.safetensors","sha256":"171ffd533ca557bd5118683a345b23a2785989e223a367d1283c19d6266286c5","bytes":18698467264,"sizeLabel":"18.7 GB","needGb":null,"downloadUrl":"/api/downloads/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/model.safetensors"}],"sha256":"171ffd533ca557bd5118683a345b23a2785989e223a367d1283c19d6266286c5"},"otherFiles":[{"path":"README.md","fileName":"README.md","sha256":"642f788ea31015e325a89e5f57f58577d75e891684e058b7bb55db316259b102","sizeLabel":"14.5 KB","downloadUrl":"/api/downloads/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/README.md"},{"path":"chat_template_medium.jinja","fileName":"chat_template_medium.jinja","sha256":"0af1e396568d92bf10507fb58260f62ed6a72fd07ccaab53dc680dd4eb334a02","sizeLabel":"8.95 KB","downloadUrl":"/api/downloads/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/chat_template_medium.jinja"},{"path":"config.json","fileName":"config.json","sha256":"5cac12087df9690ce133dc9d66b9104c818014fea6b788f2f676359ca06635fc","sizeLabel":"20.6 KB","downloadUrl":"/api/downloads/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/config.json"},{"path":"generation_config.json","fileName":"generation_config.json","sha256":"a91811aa69c29e9d383296829a35dd01fa32a8cb15160bb522c76632e4e1325e","sizeLabel":"244 bytes","downloadUrl":"/api/downloads/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/generation_config.json"},{"path":"model-mtp.safetensors","fileName":"model-mtp.safetensors","sha256":"e24a692bc1e9ad1e526cf7c331661c08667ecbf18ef03399d6c75215f5ba2739","sizeLabel":"849.4 MB","downloadUrl":"/api/downloads/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/model-mtp.safetensors"},{"path":"recipe.yaml","fileName":"recipe.yaml","sha256":"00ef86f5e11aa465370bd0d79ea0da0dffe7b484b5e38b1bf8b3d5e35fca1260","sizeLabel":"36.5 KB","downloadUrl":"/api/downloads/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/recipe.yaml"}],"run":{"available":false,"reason":"non-gguf-no-one-liner-yet","lmStudioUrl":"https://lmstudio.ai/","terminalCommand":null,"verificationMessage":"Bytes checked · not run here yet"},"paused":{"active":false},"blocked":{"active":false},"unconfirmed":{"active":false},"licenseGate":{"active":false},"checks":{"license":"apache-2.0","licenseLabel":null,"fingerprintMatches":false,"hostedFiles":7,"totalFiles":21},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-11-08T21:48:45.002Z","readiness":"ready","downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":19547948488,"readinessCheckedAt":"2026-11-08T21:48:45.003Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T21:48:45.003Z","evidence_url":"/api/manifests/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp"}},"howToRun":{"schema":"hugging-bay.how-to-run.v1","available":true,"runtime":"transformers","command":"python -c 'from transformers import AutoModel; m = AutoModel.from_pretrained(\"twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP\"); print(type(m).__name__)'","file":{"path":"model.safetensors","sha256":"171ffd533ca557bd5118683a345b23a2785989e223a367d1283c19d6266286c5","sizeBytes":18698467264},"minimumRamGb":32,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/model.safetensors","downloadCommand":"curl -fL -o 'model.safetensors' 'https://huggingbay.xyz/api/downloads/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/model.safetensors'","verifyCommand":"echo '171ffd533ca557bd5118683a345b23a2785989e223a367d1283c19d6266286c5  model.safetensors' | shasum -a 256 -c -","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-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp/files","tested":false,"note":"This command fetches the repo from Hugging Face (config and tokenizer too); it does not use the hashed file above. List the files at filesUrl. 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 from images and text.","confidence":"medium","task":"image-text-to-text","audience":null,"basis":"recorded-metadata","rules":["task:image-text-to-text"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"HauhauCS/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-MTP-GGUF"},{"field":"task","value":"image-text-to-text"},{"field":"cardMetadata.pipelineTag","value":"image-text-to-text"}],"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":"HauhauCS/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-MTP-GGUF","field":"baseModel"}],"parameters":null,"size":{"bytes":19567951466,"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":"twolven/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-AWQ-MTP"}},"runs_here":{"schema_version":1,"artifact_id":"hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp","revision":"1b909afa8b1bc0eeff0d32420e26207b974f33a6","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":"2026-11-08T21:48:44.996Z","evidence_url":"/api/manifests/hf-model-twolven-qwen3-8-27b-uncensored-hauhaucs-aggressive-awq-mtp"}}