{"id":"hf-model-nikikrutan-qwen3-8-27b-mtp-gguf","name":"Qwen3.8-27B-MTP-GGUF","tags":["huggingface-import","external-catalog","model","apache-2.0","gguf","qwen3.8","thinking","reasoning","quantized","imatrix","mtp","llama.cpp","agentic","coding","conversational","image-text-to-text","base_model:qwen/qwen3.8-27b","base_model:quantized:qwen/qwen3.8-27b","license:apache-2.0","endpoints_compatible","region:us","unknown","vision"],"task":"image-text-to-text","type":"vision","evals":[],"owner":"NikiKrutan","stars":10,"formats":["gitattributes","gguf","md","png"],"hosting":{"status":"blocked","totalFiles":46,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"hostedFilesAuthority":"live-serve-decision","hosted":false,"downloadable":false,"readyFileCount":0,"serveAuthority":"live-serve-decision","completeRunnable":false,"authority":"postgres-executable-state-snapshot","authorityDigest":null,"downloadReady":false,"runReady":false,"verified":false},"license":"apache-2.0","summary":"Model from Hugging Face for image text to text: NikiKrutan/Qwen3.8-27B-MTP-GGUF · unknown","version":"hf-main","modality":"vision","upstream":{"gated":false,"repoId":"NikiKrutan/Qwen3.8-27B-MTP-GGUF","private":false,"repoUrl":"https://huggingface.co/NikiKrutan/Qwen3.8-27B-MTP-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"67112ce8cf85284dc9f0cbd6ad1af60174e2ccd9","fetchedAt":"2026-09-22T00:27:52.175Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"versions":[{"commit":"67112ce","version":"hf-main","releasedAt":"2026-09-21T22:07:30.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"citations":0,"createdAt":"2026-09-22T00:27:52.177Z","fileCount":46,"framework":"unknown","publisher":"NikiKrutan","sizeBytes":231001842711,"sourceUrl":"https://huggingface.co/NikiKrutan/Qwen3.8-27B-MTP-GGUF","updatedAt":"2026-09-21T22:07:30.000Z","scanStatus":"pending","visibility":"public","description":"External Hugging Face catalog record for NikiKrutan/Qwen3.8-27B-MTP-GGUF. Task: image text to text. Library: unknown. Popularity signal at import: 5,118 downloads and 10 likes.","mirrorCount":0,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-09-22T00:27:52.177Z.","Open license detected as apache-2.0.","Not locally hosted, mirrored, signed, or rescanned by Hugging Bay."],"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/NikiKrutan/Qwen3.8-27B-MTP-GGUF","evalResults":[],"libraryName":"unknown","pipelineTag":"image-text-to-text","cardDataKeys":["base_model","license","pipeline_tag","tags"],"semanticText":"image-text-to-text unknown vision model gguf agentic","semanticTerms":["image-text-to-text","unknown","vision","model","gguf","agentic"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2653},{"lfs":true,"path":"Qwen3.8-27B-10500-NIKI-IQ3_XXS.gguf","sizeBytes":11010016000},{"lfs":true,"path":"Qwen3.8-27B-11300-NIKI-IQ3_S.gguf","sizeBytes":11848917760},{"lfs":true,"path":"Qwen3.8-27B-12100-NIKI-IQ3_S.gguf","sizeBytes":12687758080},{"lfs":true,"path":"Qwen3.8-27B-13000-NIKI-IQ4_XS.gguf","sizeBytes":13631271680},{"lfs":true,"path":"Qwen3.8-27B-14000-NIKI-IQ4_XS.gguf","sizeBytes":14680072960},{"lfs":true,"path":"Qwen3.8-27B-15000-NIKI-IQ4_XS.gguf","sizeBytes":15728403200},{"lfs":true,"path":"Qwen3.8-27B-16100-NIKI-IQ4_XS.gguf","sizeBytes":16882021120},{"lfs":true,"path":"Qwen3.8-27B-17300-NIKI-Q5_K_S.gguf","sizeBytes":18140209920},{"lfs":true,"path":"Qwen3.8-27B-18600-NIKI-Q5_K_M.gguf","sizeBytes":19503276800},{"lfs":true,"path":"Qwen3.8-27B-20000-NIKI-Q6_K.gguf","sizeBytes":20971057920},{"lfs":true,"path":"Qwen3.8-27B-21400-NIKI-Q6_K.gguf","sizeBytes":22439514880},{"lfs":true,"path":"Qwen3.8-27B-23000-NIKI-Q6_K_L.gguf","sizeBytes":24116929280},{"lfs":true,"path":"Qwen3.8-27B-8500-NIKI-IQ2_XXS.gguf","sizeBytes":8912884480},{"lfs":true,"path":"Qwen3.8-27B-9100-NIKI-IQ2_S.gguf","sizeBytes":9542030080},{"lfs":true,"path":"Qwen3.8-27B-9800-NIKI-IQ3_XXS.gguf","sizeBytes":10276033280},{"lfs":true,"path":"Qwen3.8-27B-mmproj-hybrid-Q8_0-F16.gguf","sizeBytes":629247584},{"lfs":false,"path":"README.md","sizeBytes":190917},{"lfs":false,"path":"plots-nomtp/indep_mean_kld.png","sizeBytes":75681},{"lfs":false,"path":"plots-nomtp/indep_p95.png","sizeBytes":75869},{"lfs":false,"path":"plots-nomtp/indep_p99.png","sizeBytes":75033},{"lfs":false,"path":"plots-nomtp/indep_p99_9.png","sizeBytes":73950},{"lfs":false,"path":"plots-nomtp/indep_ppl.png","sizeBytes":62382},{"lfs":false,"path":"plots-nomtp/indep_rms_dp.png","sizeBytes":72579}],"modelIndexNames":[]},"releaseGates":{"scan":"pending","files":"pending","license":"passed","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":5118,"hostedFileCount":0,"cardCompleteness":89,"externalFileCount":46,"verificationStatus":"pending","requestedVisibility":"public","repo":"NikiKrutan/Qwen3.8-27B-MTP-GGUF","files":[{"path":".gitattributes","risk":"low","format":"gitattributes","sha256":"","lfsSha256":"","sizeBytes":2653,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"7a65ead46480014cb553a20641aa9cc541aa70c7","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"Qwen3.8-27B-10500-NIKI-IQ3_XXS.gguf","risk":"low","format":"gguf","sha256":"9a4dfb2c4de4dc4dfb5154579971a0f916d6b4bdf289c0840d9ae0ec0fe48c56","lfsSha256":"9a4dfb2c4de4dc4dfb5154579971a0f916d6b4bdf289c0840d9ae0ec0fe48c56","sizeBytes":11010016000,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"dd2be035439c94349b88a4f163d81a6ad3cbf1ab","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"Qwen3.8-27B-11300-NIKI-IQ3_S.gguf","risk":"low","format":"gguf","sha256":"5046f13c620d2bbc5a953aee12cc1555e0bddce7376f52dc59f9e6e9db801283","lfsSha256":"5046f13c620d2bbc5a953aee12cc1555e0bddce7376f52dc59f9e6e9db801283","sizeBytes":11848917760,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"8fb049737291929a54cc972d9a23da8ee8fe22a9","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"Qwen3.8-27B-12100-NIKI-IQ3_S.gguf","risk":"low","format":"gguf","sha256":"ddb358c94103e272cee95a8014552cc81064b300967495c2ccf8b78a845e7cb2","lfsSha256":"ddb358c94103e272cee95a8014552cc81064b300967495c2ccf8b78a845e7cb2","sizeBytes":12687758080,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"87b746b93c15b44d24cf10f23fe891329c52f39e","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"Qwen3.8-27B-13000-NIKI-IQ4_XS.gguf","risk":"low","format":"gguf","sha256":"665af8e5fdada6057b08f5f36b5235874ffd000f25c892b62adb1ad21d25257c","lfsSha256":"665af8e5fdada6057b08f5f36b5235874ffd000f25c892b62adb1ad21d25257c","sizeBytes":13631271680,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"046fff06f22abce6ebe83e10302818eee5eeb157","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"Qwen3.8-27B-14000-NIKI-IQ4_XS.gguf","risk":"low","format":"gguf","sha256":"49fa63967c0fb0dc759f9e3b1508906efcd5c013ff36c63004119ee17e50fa04","lfsSha256":"49fa63967c0fb0dc759f9e3b1508906efcd5c013ff36c63004119ee17e50fa04","sizeBytes":14680072960,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"99ff52c5b9e093562cb771c1d41564b9762a7db4","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"Qwen3.8-27B-15000-NIKI-IQ4_XS.gguf","risk":"low","format":"gguf","sha256":"76ba8a524875315f908e81c6ade86bdb40b4fc5fd599b91f1bb8d1e070d0689b","lfsSha256":"76ba8a524875315f908e81c6ade86bdb40b4fc5fd599b91f1bb8d1e070d0689b","sizeBytes":15728403200,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"4ebd9870f96e8414db6e0633531415a583106bba","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"Qwen3.8-27B-16100-NIKI-IQ4_XS.gguf","risk":"low","format":"gguf","sha256":"18ad9d784ad89c9c83f221dd6b43cadbf698ef5b00cf0eb8ce3a92941d70cb25","lfsSha256":"18ad9d784ad89c9c83f221dd6b43cadbf698ef5b00cf0eb8ce3a92941d70cb25","sizeBytes":16882021120,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"158f057aab83a74aad7f72d50b8766b12fad45d9","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"Qwen3.8-27B-17300-NIKI-Q5_K_S.gguf","risk":"low","format":"gguf","sha256":"e77423b50abebe922b5fe6e39356184b88cbe6f8f555a9748aeb426ae96317c6","lfsSha256":"e77423b50abebe922b5fe6e39356184b88cbe6f8f555a9748aeb426ae96317c6","sizeBytes":18140209920,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"aa3dfaf7d28f87c8f07b8051f53d94a0afb853ec","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"Qwen3.8-27B-18600-NIKI-Q5_K_M.gguf","risk":"low","format":"gguf","sha256":"084e0d70568d1ac30babef064f88769033a32a04fc98a7afc33198afcfe65a16","lfsSha256":"084e0d70568d1ac30babef064f88769033a32a04fc98a7afc33198afcfe65a16","sizeBytes":19503276800,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"084e0d70568d1ac30babef064f88769033a32a04fc98a7afc33198afcfe65a16","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.","sha256Provenance":{"reason":"cohort hydration for NikiKrutan/Qwen3.8-27B-MTP-GGUF","observed":{"kind":"hf-lfs","gitOid":"4535fef9a345e522e34794f857c67f557d43a6ae","sha256":"084e0d70568d1ac30babef064f88769033a32a04fc98a7afc33198afcfe65a16","sizeBytes":19503276800,"externalOid":"084e0d70568d1ac30babef064f88769033a32a04fc98a7afc33198afcfe65a16"},"upstream":{"path":"Qwen3.8-27B-18600-NIKI-Q5_K_M.gguf","repoId":"NikiKrutan/Qwen3.8-27B-MTP-GGUF","provider":"huggingface","revision":"67112ce8cf85284dc9f0cbd6ad1af60174e2ccd9"},"planDigest":"sha256:c223e846d4653f364a5ea05d06c4bbac778c13bc9591ea1efacba99f63361fbc","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:337bfda3978df50a34ceccbbf3a6a7fe97c275c00f73f5e4024b64d6bc8604d4","observationId":"packet-observation-b5eaed86474c9af3b5f452bd100d314212096a5364d682ae2439b23b3c53640d","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:0927346eac57fde530eabaf952377d674f9f27365727def4424ab67ffc2ef8e0"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"Qwen3.8-27B-20000-NIKI-Q6_K.gguf","risk":"low","format":"gguf","sha256":"22d8251be11c394f1d2c6fd5fe3ceea60957680cbd4b9f154a45e095f2938a67","lfsSha256":"22d8251be11c394f1d2c6fd5fe3ceea60957680cbd4b9f154a45e095f2938a67","sizeBytes":20971057920,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"9fd0d7902b3926c241fa4e3d7555370ba8a80280","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"Qwen3.8-27B-21400-NIKI-Q6_K.gguf","risk":"low","format":"gguf","sha256":"053ba8989680d92902d88632e7613a207b13a9a5a5c2011c69e237841f73d6f2","lfsSha256":"053ba8989680d92902d88632e7613a207b13a9a5a5c2011c69e237841f73d6f2","sizeBytes":22439514880,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"b4554e6e78dffe22829a26715849d89f4b50881d","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"Qwen3.8-27B-23000-NIKI-Q6_K_L.gguf","risk":"low","format":"gguf","sha256":"1817d0f53c65eefac2903ef569ceb04b5c0b4a4ac432086166564506928ef757","lfsSha256":"1817d0f53c65eefac2903ef569ceb04b5c0b4a4ac432086166564506928ef757","sizeBytes":24116929280,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"4eebec7f1b35074d237a48e85e1387fc3fdeab71","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"Qwen3.8-27B-8500-NIKI-IQ2_XXS.gguf","risk":"low","format":"gguf","sha256":"cfe6be6808391f8893bccc2b9be2ecfcff3651fa3d9399f0a8b5abc0dd6efcf7","lfsSha256":"cfe6be6808391f8893bccc2b9be2ecfcff3651fa3d9399f0a8b5abc0dd6efcf7","sizeBytes":8912884480,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"63d55438e416045cae53a54ff9c8c183bc72410f","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"Qwen3.8-27B-9100-NIKI-IQ2_S.gguf","risk":"low","format":"gguf","sha256":"7ee5f4c8b259d1f0c4398b9b95c6a757e56196f84ecb3d3a95ffad4fe0ddbb1a","lfsSha256":"7ee5f4c8b259d1f0c4398b9b95c6a757e56196f84ecb3d3a95ffad4fe0ddbb1a","sizeBytes":9542030080,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"d8d2328c6cb74670d1f6eb8189368cd90c28d838","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"Qwen3.8-27B-9800-NIKI-IQ3_XXS.gguf","risk":"low","format":"gguf","sha256":"f8186b87893f6924a99a1d66de9647ceb49dfc70dc1923fca29dee997de5787d","lfsSha256":"f8186b87893f6924a99a1d66de9647ceb49dfc70dc1923fca29dee997de5787d","sizeBytes":10276033280,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"6e386b511ad85b418a92d7fb67453afbd58de518","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"Qwen3.8-27B-mmproj-hybrid-Q8_0-F16.gguf","risk":"low","format":"gguf","sha256":"0c40903f8ab35d5d8f80684de56db2f61c71ea7e873b17b9646263279dbf1a2e","lfsSha256":"0c40903f8ab35d5d8f80684de56db2f61c71ea7e873b17b9646263279dbf1a2e","sizeBytes":629247584,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"0c40903f8ab35d5d8f80684de56db2f61c71ea7e873b17b9646263279dbf1a2e","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.","sha256Provenance":{"reason":"cohort hydration for NikiKrutan/Qwen3.8-27B-MTP-GGUF","observed":{"kind":"hf-lfs","gitOid":"669119e10c14a81a1de9f2cec4066521acf371b2","sha256":"0c40903f8ab35d5d8f80684de56db2f61c71ea7e873b17b9646263279dbf1a2e","sizeBytes":629247584,"externalOid":"0c40903f8ab35d5d8f80684de56db2f61c71ea7e873b17b9646263279dbf1a2e"},"upstream":{"path":"Qwen3.8-27B-mmproj-hybrid-Q8_0-F16.gguf","repoId":"NikiKrutan/Qwen3.8-27B-MTP-GGUF","provider":"huggingface","revision":"67112ce8cf85284dc9f0cbd6ad1af60174e2ccd9"},"planDigest":"sha256:c223e846d4653f364a5ea05d06c4bbac778c13bc9591ea1efacba99f63361fbc","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:337bfda3978df50a34ceccbbf3a6a7fe97c275c00f73f5e4024b64d6bc8604d4","observationId":"packet-observation-b5eaed86474c9af3b5f452bd100d314212096a5364d682ae2439b23b3c53640d","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:0927346eac57fde530eabaf952377d674f9f27365727def4424ab67ffc2ef8e0"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"README.md","risk":"low","format":"md","sha256":"","lfsSha256":"","sizeBytes":190917,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"f400b4b1f588305873348ec7ca9fdcdeb6e1a89a","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots-nomtp/indep_mean_kld.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":75681,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"3fcdcbf9eb1083b5dc4440a756d1fe3473fdea92","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots-nomtp/indep_p95.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":75869,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"85cf7d91a84da37e1e76937fe464888ed7314e6f","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots-nomtp/indep_p99.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":75033,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"962258831ab9b37d4b099aca3d7e1085c15a8001","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots-nomtp/indep_p99_9.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":73950,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"bf91d7afdbd15b84e65f57a22606505f53ed7f7c","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots-nomtp/indep_ppl.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":62382,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"92923905acfb529a6f889eb80c396e515bf6cdba","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots-nomtp/indep_rms_dp.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":72579,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"05a6c48756916a6169e95c819447558217453f24","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots-nomtp/indep_same_top_p.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":73384,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"1947201687ba82bb77e460e18f5bc74a7babca34","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots-nomtp/niki_mean_kld.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":70836,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"486b6e41ef6b2f7d207e990105df70e3db55a1b3","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots-nomtp/niki_p95.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":74843,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"baa9c702cad0fa8853e44fa54f96b5e2cc98d1ef","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots-nomtp/niki_p99.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":73613,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"9b8a8261cf0c69f278c4983baa070ee245078ff2","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots-nomtp/niki_p99_9.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":68851,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"b56d31864b64cb58a0e009c21fe84a80afefe393","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots-nomtp/niki_ppl.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":65216,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"78fbec3a079e151f155eadd7abb17545cfd84f74","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots-nomtp/niki_rms_dp.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":71902,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"c030653d9d61420700a66b713ddd9ba386374c10","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots-nomtp/niki_same_top_p.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":74860,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"86dc359a1a920ba2bd2a62528405d392cf180914","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots/indep_mean_kld.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":74532,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"75a8940ebede25c013cf10118925376a44cede63","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots/indep_p95.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":74573,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"4ca5de1be21c07fedbb5a5f70bf2522864814472","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots/indep_p99.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":73777,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"3add93e6a27602909a81b04980d06626d4ac5bf2","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots/indep_p99_9.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":73360,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"582863efe497006d299a8a62daaacf07733c6d94","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots/indep_ppl.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":61307,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"49dee1cdf523b7b3595b0c20c051514f9772dd2e","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots/indep_rms_dp.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":71873,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"10ecfcedec6bfe0a5ef450dd815297d033ecdbc4","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots/indep_same_top_p.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":72746,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"6e8ce698a4a7b1a53bd7e32956b0b71d47883178","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots/niki_mean_kld.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":69886,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"679977766a2e33e1c1636ddbf6808e87d30b4eed","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots/niki_p95.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":73791,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"9bf44b55b3c08fba36fabb47ac87ee37b95c79f8","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots/niki_p99.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":72257,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"6fef6ffc1776c669568877b1f1007d97ed0ec81f","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots/niki_p99_9.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":67263,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"b19f6715220a0299fbc51f994c3839f371926539","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots/niki_ppl.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":64606,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"6e246b2538d5be497a4f243f404f019157195113","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots/niki_rms_dp.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":70944,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"8f40139bce7f6055324e7f5a73b35ec589d90ab8","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"signature_state":"unsigned"},{"path":"plots/niki_same_top_p.png","risk":"low","format":"png","sha256":"","lfsSha256":"","sizeBytes":74203,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"ab793eb811c81c6b88c35bec5e7992031b12d402","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":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"},"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":0,"publicFileCount":46,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-07T05:56:15.060Z","webUrl":"https://huggingbay.xyz/artifact/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf","listedFileLowerBound":46,"hostingStatus":"blocked","signals":{"size":{"known":true,"bytes":231001842711,"label":"215.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":5118,"upstreamStars":10,"label":"5.1K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"NikiKrutan/Qwen3.8-27B-MTP-GGUF"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: NikiKrutan/Qwen3.8-27B-MTP-GGUF"],"gaps":["Scan: pending","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":46,"totalFiles":46},"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-nikikrutan-qwen3-8-27b-mtp-gguf/mirrors"}},"mirrorCompletion":{"status":"external","hostedFiles":0,"totalFiles":46,"externalFiles":46,"hostedBytes":0,"externalBytes":231001842711,"lowRiskExternalFiles":46,"overFileCapFiles":16,"overBatchCapFiles":15,"directMirrorExternalFiles":3,"directMirrorExternalBytes":629441154,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[{"path":".gitattributes","sizeBytes":2653,"risk":"low","format":"gitattributes"},{"path":"README.md","sizeBytes":190917,"risk":"low","format":"md"},{"path":"Qwen3.8-27B-mmproj-hybrid-Q8_0-F16.gguf","sizeBytes":629247584,"risk":"low","format":"gguf"}],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[{"path":"Qwen3.8-27B-23000-NIKI-Q6_K_L.gguf","sizeBytes":24116929280,"risk":"low","format":"gguf","overFileCap":true},{"path":"Qwen3.8-27B-21400-NIKI-Q6_K.gguf","sizeBytes":22439514880,"risk":"low","format":"gguf","overFileCap":true},{"path":"Qwen3.8-27B-20000-NIKI-Q6_K.gguf","sizeBytes":20971057920,"risk":"low","format":"gguf","overFileCap":true},{"path":"Qwen3.8-27B-18600-NIKI-Q5_K_M.gguf","sizeBytes":19503276800,"risk":"low","format":"gguf","overFileCap":true},{"path":"Qwen3.8-27B-17300-NIKI-Q5_K_S.gguf","sizeBytes":18140209920,"risk":"low","format":"gguf","overFileCap":true},{"path":"Qwen3.8-27B-16100-NIKI-IQ4_XS.gguf","sizeBytes":16882021120,"risk":"low","format":"gguf","overFileCap":true},{"path":"Qwen3.8-27B-15000-NIKI-IQ4_XS.gguf","sizeBytes":15728403200,"risk":"low","format":"gguf","overFileCap":true},{"path":"Qwen3.8-27B-14000-NIKI-IQ4_XS.gguf","sizeBytes":14680072960,"risk":"low","format":"gguf","overFileCap":true}]},"cardDescription":"A model for working with images and text together.","licenseLabel":"apache-2.0","recommendedFile":null,"torrent":null,"torrentUrl":null,"magnetUri":null,"downloadUrl":null,"landingUrl":null,"manifestUrl":null,"localKitUrl":null,"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/NikiKrutan/Qwen3.8-27B-MTP-GGUF","upstream":{"gated":false,"repoId":"NikiKrutan/Qwen3.8-27B-MTP-GGUF","private":false,"repoUrl":"https://huggingface.co/NikiKrutan/Qwen3.8-27B-MTP-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"67112ce8cf85284dc9f0cbd6ad1af60174e2ccd9","fetchedAt":"2026-09-22T00:27:52.175Z","importMode":"external-catalog","licenseRaw":"apache-2.0"}},"gateStatus":"ungated","downloadable":false,"downloadStatus":"BLOCKED","reasonCodes":["incomplete-manifest","no-tested-run-plan","unverified-bytes"],"reason":"Files withheld — not faked. This model is listed, but we haven't confirmed its download files, so no download URLs are published. What's missing: file manifest — not final; downloadable files — 0 confirmed; run plan — not tested.","serveEvaluatedAt":"2026-11-07T05:56:19.811Z","serveEvaluationId":"serve-154be19107dc5fd9ea9ba5de863130dad6af2d8fbf26629fbb1d290a4c28e324","readiness":"blocked","downloadReady":false,"mirroredBytes":0,"readinessCheckedAt":"2026-11-07T05:56:20.027Z","readinessSource":"file-check","serveExplanation":{"downloadable":false,"downloadStatus":"BLOCKED","reasonCodes":["incomplete-manifest","no-tested-run-plan","unverified-bytes"],"reason":"Files withheld — not faked. This model is listed, but we haven't confirmed its download files, so no download URLs are published. What's missing: file manifest — not final; downloadable files — 0 confirmed; run plan — not tested.","serveEvaluatedAt":"2026-11-07T05:56:19.811Z","serveEvaluationId":"serve-154be19107dc5fd9ea9ba5de863130dad6af2d8fbf26629fbb1d290a4c28e324","readiness":"blocked","downloadReady":false,"hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-07T05:56:19.811Z","readinessSource":"file-check","degraded":false,"stale":false},"commandsAvailable":false,"runReady":false,"attribution":"Cataloged open AI model · https://huggingbay.xyz/artifact/hf-model-nikikrutan-qwen3-8-27b-mtp-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."},"hosted":false,"pageFacts":{"id":"hf-model-nikikrutan-qwen3-8-27b-mtp-gguf","repo":"NikiKrutan/Qwen3.8-27B-MTP-GGUF","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":231001842711,"label":"231 GB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":false,"hostedBytes":0,"hostedLabel":"size unknown","hostedSummary":"availability unknown","hostedIsSubset":false,"downloadBytes":0,"downloadLabel":"","recommended":{"path":"Qwen3.8-27B-13000-NIKI-IQ4_XS.gguf","fileName":"Qwen3.8-27B-13000-NIKI-IQ4_XS.gguf","fileCount":1,"quant":"Q4_K_S","bytes":13631271680,"label":"13.6 GB (Q4_K_S)","variants":16,"basis":"preferred-quant-q4_k_s-no-hardware"},"parameters":{"totalB":27,"activeB":null,"label":"27B","activeLabel":"","source":"repo-name"},"sentence":"NikiKrutan/Qwen3.8-27B-MTP-GGUF has 27B parameters. Hosted here: availability unknown. Full repo upstream: 231 GB. The recommended download, Qwen3.8-27B-13000-NIKI-IQ4_XS.gguf (Q4_K_S), is 13.6 GB."},"files":{"hosted":0,"total":46,"label":"0 hosted of 46 listed"},"download":{"status":"blocked","gated":"serve","label":"Downloadable files: 0 confirmed","url":""},"released":{"iso":"2026-09-22","label":"Sep 22, 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/NikiKrutan/Qwen3.8-27B-MTP-GGUF","repoId":"NikiKrutan/Qwen3.8-27B-MTP-GGUF"},"languages":[],"baseModel":{"ref":"","url":"","resolveUrl":""},"paperIds":[],"arxivIds":[],"sameAs":["https://huggingface.co/NikiKrutan/Qwen3.8-27B-MTP-GGUF"],"creator":{"@type":"Organization","name":"NikiKrutan","url":"https://huggingface.co/NikiKrutan","sameAs":["https://huggingface.co/NikiKrutan"]},"scholarlyArticles":[],"scanStatus":"pending","faq":[{"id":"what-is-it","question":"What is NikiKrutan/Qwen3.8-27B-MTP-GGUF?","answer":"NikiKrutan/Qwen3.8-27B-MTP-GGUF is an open-weights vision model for vision-language chat published by NikiKrutan, added to Hugging Bay Sep 22, 2026. Model from Hugging Face for image text to text: NikiKrutan/Qwen3.8-27B-MTP-GGUF · unknown"},{"id":"license","question":"What license does NikiKrutan/Qwen3.8-27B-MTP-GGUF 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 NikiKrutan/Qwen3.8-27B-MTP-GGUF?","answer":"NikiKrutan/Qwen3.8-27B-MTP-GGUF has 27B parameters. Hosted here: availability unknown. Full repo upstream: 231 GB. The recommended download, Qwen3.8-27B-13000-NIKI-IQ4_XS.gguf (Q4_K_S), is 13.6 GB."},{"id":"download","question":"Where can I download NikiKrutan/Qwen3.8-27B-MTP-GGUF?","answer":"This model is listed, but we haven't confirmed its download files, so we won't offer a download button we can't stand behind. The record lists 46 files."},{"id":"safety","question":"Has NikiKrutan/Qwen3.8-27B-MTP-GGUF 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. The machine-readable verdict is at /api/artifacts/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will NikiKrutan/Qwen3.8-27B-MTP-GGUF 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-nikikrutan-qwen3-8-27b-mtp-gguf","repo":"NikiKrutan/Qwen3.8-27B-MTP-GGUF","serveState":"BLOCKED","downloadReady":false,"reasonCodes":["manifest_not_final","files_unconfirmed","run_plan_untested"],"withheld":{"active":true,"reasonCodes":["manifest_not_final","files_unconfirmed","run_plan_untested"]},"wasmRun":null,"bytesOnStorage":false,"file":null,"noHostedWeights":true,"notSingleFile":false,"download":{"available":false,"url":null},"otherFiles":[],"run":{"available":false,"reason":"no-runnable-file","lmStudioUrl":"https://lmstudio.ai/","terminalCommand":null,"verificationMessage":null},"paused":{"active":false},"blocked":{"active":true,"reason":"page-facts-not-hosted","message":"Files withheld — not faked."},"unconfirmed":{"active":false},"licenseGate":{"active":false},"checks":{"license":"apache-2.0","licenseLabel":null,"fingerprintMatches":false,"hostedFiles":0,"totalFiles":46},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-11-07T05:56:20.033Z","readiness":"blocked","downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-07T05:56:20.033Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":false,"hostingStatus":"blocked","publicDownloadableFileCount":0,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-07T05:56:20.033Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"}},"canIRun":true,"modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for generating text from images and text.","confidence":"low","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":"task","value":"image-text-to-text"},{"field":"cardMetadata.pipelineTag","value":"image-text-to-text"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","task-tags-conflict"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":231001842711,"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":"NikiKrutan/Qwen3.8-27B-MTP-GGUF"}},"runs_here":{"schema_version":1,"artifact_id":"hf-model-nikikrutan-qwen3-8-27b-mtp-gguf","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-nikikrutan-qwen3-8-27b-mtp-gguf","revision":"67112ce8cf85284dc9f0cbd6ad1af60174e2ccd9","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":false},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-07T05:56:20.027Z","evidence_url":"/api/manifests/hf-model-nikikrutan-qwen3-8-27b-mtp-gguf"}}