{"id":"hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix","name":"Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen3_moe","text-generation","awq","bf16mix","量化修复","vllm","conversational","arxiv:2505.09388","base_model:qwen/qwen3-30b-a3b-thinking-2507","base_model:quantized:qwen/qwen3-30b-a3b-thinking-2507","license:apache-2.0","endpoints_compatible","4-bit","region:us","llm"],"task":"text-generation","type":"llm","evals":[],"owner":"QuantTrio","stars":5,"formats":["gitattributes","md","py","json","txt","safetensors"],"hosting":{"status":"hosted","totalFiles":27,"hostedFiles":10,"mirroredBytes":24190221067,"mirroredFiles":10,"hostedFilesAuthority":"live-serve-decision","hosted":true,"downloadable":true,"readyFileCount":10,"serveAuthority":"live-serve-decision","downloadReady":true},"license":"apache-2.0","summary":"Model from Hugging Face for text generation: QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix · transformers","version":"hf-main","modality":"text","upstream":{"gated":false,"repoId":"QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix","private":false,"repoUrl":"https://huggingface.co/QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix","disabled":false,"provider":"huggingface","repoType":"model","revision":"47400489d9f43631e0cbd145e1dc4bc3e555a0b9","fetchedAt":"2026-10-09T21:30:13.871Z","importMode":"external-catalog","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-09T21:30:13.871Z","revision":"47400489d9f43631e0cbd145e1dc4bc3e555a0b9"},"licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"versions":[{"commit":"4740048","version":"hf-main","releasedAt":"2025-09-05T08:40:51.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"citations":0,"createdAt":"2026-06-30T02:06:16.791Z","fileCount":27,"framework":"transformers","publisher":"QuantTrio","sizeBytes":24201715287,"sourceUrl":"https://huggingface.co/QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix","updatedAt":"2025-09-05T08:40:51.000Z","scanStatus":"pending","visibility":"public","description":"External Hugging Face catalog record for QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix. Task: text generation. Library: transformers. Files we host have a published SHA-256.","mirrorCount":0,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-10-09T21:30:13.984Z.","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":["2505.09388"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","base_model_relation","library_name","license","license_link","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model safetensors","semanticTerms":["text-generation","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"LICENSE","sizeBytes":11343},{"lfs":false,"path":"README.md","sizeBytes":12533},{"lfs":false,"path":"awq_marlin.py","sizeBytes":22081},{"lfs":false,"path":"config.json","sizeBytes":1374},{"lfs":false,"path":"configuration.json","sizeBytes":48},{"lfs":false,"path":"generation_config.json","sizeBytes":239},{"lfs":false,"path":"merges.txt","sizeBytes":1671839},{"lfs":true,"path":"model-00001-of-00005.safetensors","sizeBytes":4999811016},{"lfs":true,"path":"model-00002-of-00005.safetensors","sizeBytes":5001365112},{"lfs":true,"path":"model-00003-of-00005.safetensors","sizeBytes":5000788144},{"lfs":true,"path":"model-00004-of-00005.safetensors","sizeBytes":4998661136},{"lfs":true,"path":"model-00005-of-00005.safetensors","sizeBytes":4185032296},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":4516541},{"lfs":false,"path":"tokenizer.json","sizeBytes":7032399},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":10834},{"lfs":false,"path":"vocab.json","sizeBytes":2776833}],"modelIndexNames":[]},"releaseGates":{"scan":"pending","files":"pending","license":"passed","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":4024,"hostedFileCount":10,"cardCompleteness":89,"externalFileCount":17,"verificationStatus":"pending","requestedVisibility":"public","repo":"QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix","files":[{"path":".gitattributes","risk":"low","format":"gitattributes","sha256":"","lfsSha256":"","sizeBytes":1519,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"a6344aac8c09253b3b630fb776ae94478aa0275b","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","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":"2026-11-07T07:34:17.797Z","evidence_url":"/api/manifests/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix"},"signature_state":"unsigned"},{"path":"LICENSE","risk":"low","format":"file","sha256":"","lfsSha256":"","sizeBytes":11343,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"4921e3e1c0b0ed914ccfd6c5a4d93586fdf0ecdc","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","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":"2026-11-07T07:34:17.797Z","evidence_url":"/api/manifests/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_fffe7acbaa4ea6d4af842b14015f8e0781b4059dc9a97d2f0937e30646f26fee","policyDigest":"sha256:d65a90c975ecc59609909256aadf34d75bb1545fb085d7124606436731a7761d","publicationId":"hbeol_fffe7acbaa4ea6d4af842b14015f8e0781b4059dc9a97d2f0937e30646f26fee","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"README.md","sizeBytes":12533,"storageSizeBytes":12533,"format":"md","sha256":"5e4392ab5a7ef80a3525060d330ae062fa08b5ea59baec76bda6122b2c36740c","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"ebf9e7616e1119a0d3247bcf0d79432c5c2bbe03","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_fffe7acbaa4ea6d4af842b14015f8e0781b4059dc9a97d2f0937e30646f26fee","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:d65a90c975ecc59609909256aadf34d75bb1545fb085d7124606436731a7761d","existingObjectRegistrationId":"hbeoa_fffe7acbaa4ea6d4af842b14015f8e0781b4059dc9a97d2f0937e30646f26fee","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/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":"2026-11-07T07:34:17.797Z","evidence_url":"/api/manifests/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_8dfa347e535d8ca7be1073d1f15bd8f3be6a352ec4aeb3325ff91753742c997e","policyDigest":"sha256:d65a90c975ecc59609909256aadf34d75bb1545fb085d7124606436731a7761d","publicationId":"hbeol_8dfa347e535d8ca7be1073d1f15bd8f3be6a352ec4aeb3325ff91753742c997e","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"awq_marlin.py","sizeBytes":22081,"storageSizeBytes":22081,"format":"py","sha256":"e720d18e304194633273a598a9b50ae176a8f0a513d94dbaaa2a8105318501c9","risk":"medium","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"09c680a0d22e85999dad31a93843bf83cac591f2","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_8dfa347e535d8ca7be1073d1f15bd8f3be6a352ec4aeb3325ff91753742c997e","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:d65a90c975ecc59609909256aadf34d75bb1545fb085d7124606436731a7761d","existingObjectRegistrationId":"hbeoa_8dfa347e535d8ca7be1073d1f15bd8f3be6a352ec4aeb3325ff91753742c997e","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/awq_marlin.py","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":"2026-11-07T07:34:17.797Z","evidence_url":"/api/manifests/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_ea82288de43650233cb6933ebc9d10719ddf39e0d9715d4d804fa3f0f506738f","policyDigest":"sha256:d65a90c975ecc59609909256aadf34d75bb1545fb085d7124606436731a7761d","publicationId":"hbeol_ea82288de43650233cb6933ebc9d10719ddf39e0d9715d4d804fa3f0f506738f","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"config.json","sizeBytes":1374,"storageSizeBytes":1374,"format":"json","sha256":"6f4d1505455d1fd801f4e275a6f7ebc8875a6a5d641b5cc586966a28fd93f874","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"5c407ff56a08a7c92a61d68bdb28f1819af3560e","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_ea82288de43650233cb6933ebc9d10719ddf39e0d9715d4d804fa3f0f506738f","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:d65a90c975ecc59609909256aadf34d75bb1545fb085d7124606436731a7761d","existingObjectRegistrationId":"hbeoa_ea82288de43650233cb6933ebc9d10719ddf39e0d9715d4d804fa3f0f506738f","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/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":"2026-11-07T07:34:17.797Z","evidence_url":"/api/manifests/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix"},"signature_state":"signed"},{"path":"configuration.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":48,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"f9291c34499303a5103dea21c45e605bb20981bb","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","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":"2026-11-07T07:34:17.797Z","evidence_url":"/api/manifests/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix"},"signature_state":"unsigned"},{"path":"generation_config.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":239,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"20a8a9156fc8c3f25295ca067f61fdf120d517c5","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","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":"2026-11-07T07:34:17.797Z","evidence_url":"/api/manifests/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix"},"signature_state":"unsigned"},{"path":"merges.txt","risk":"low","format":"txt","sha256":"","lfsSha256":"","sizeBytes":1671839,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"20024bfe7c83998e9aeaf98a0cd6a2ce6306c2f0","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","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":"2026-11-07T07:34:17.797Z","evidence_url":"/api/manifests/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_88bd21ca10223db3601c46e3df86ab028c0428abeac1a05bacdd7a5978fee4af","policyDigest":"sha256:d65a90c975ecc59609909256aadf34d75bb1545fb085d7124606436731a7761d","publicationId":"hbeol_88bd21ca10223db3601c46e3df86ab028c0428abeac1a05bacdd7a5978fee4af","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00001-of-00005.safetensors","sizeBytes":4999811016,"storageSizeBytes":4999811016,"format":"safetensors","sha256":"64f49db9924a51c8a4f2bc25adcb99c9822dc7901de62312d4ac98d387bbc840","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"64f49db9924a51c8a4f2bc25adcb99c9822dc7901de62312d4ac98d387bbc840","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_88bd21ca10223db3601c46e3df86ab028c0428abeac1a05bacdd7a5978fee4af","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:d65a90c975ecc59609909256aadf34d75bb1545fb085d7124606436731a7761d","existingObjectRegistrationId":"hbeoa_88bd21ca10223db3601c46e3df86ab028c0428abeac1a05bacdd7a5978fee4af","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/model-00001-of-00005.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":"2026-11-07T07:34:17.797Z","evidence_url":"/api/manifests/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_1decdbb7a0976501171b69eb962a2c4abf5cb33b5b277b894208bdaf7ce19b7d","policyDigest":"sha256:d65a90c975ecc59609909256aadf34d75bb1545fb085d7124606436731a7761d","publicationId":"hbeol_1decdbb7a0976501171b69eb962a2c4abf5cb33b5b277b894208bdaf7ce19b7d","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00002-of-00005.safetensors","sizeBytes":5001365112,"storageSizeBytes":5001365112,"format":"safetensors","sha256":"09de4a7391d8a8852deb7800ef49336e75f5bd9528ae85d6858da45afb344919","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"09de4a7391d8a8852deb7800ef49336e75f5bd9528ae85d6858da45afb344919","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_1decdbb7a0976501171b69eb962a2c4abf5cb33b5b277b894208bdaf7ce19b7d","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:d65a90c975ecc59609909256aadf34d75bb1545fb085d7124606436731a7761d","existingObjectRegistrationId":"hbeoa_1decdbb7a0976501171b69eb962a2c4abf5cb33b5b277b894208bdaf7ce19b7d","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/model-00002-of-00005.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":"2026-11-07T07:34:17.797Z","evidence_url":"/api/manifests/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_1d060e4b3262afdada9e70f655d00a34e27d90375b5a5b0b61ad8919e8e3992b","policyDigest":"sha256:d65a90c975ecc59609909256aadf34d75bb1545fb085d7124606436731a7761d","publicationId":"hbeol_1d060e4b3262afdada9e70f655d00a34e27d90375b5a5b0b61ad8919e8e3992b","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00003-of-00005.safetensors","sizeBytes":5000788144,"storageSizeBytes":5000788144,"format":"safetensors","sha256":"62e1021234c2560f0c3cad9dd24472028b0def7cb573c82c7971fede5d2a56ef","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"62e1021234c2560f0c3cad9dd24472028b0def7cb573c82c7971fede5d2a56ef","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_1d060e4b3262afdada9e70f655d00a34e27d90375b5a5b0b61ad8919e8e3992b","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:d65a90c975ecc59609909256aadf34d75bb1545fb085d7124606436731a7761d","existingObjectRegistrationId":"hbeoa_1d060e4b3262afdada9e70f655d00a34e27d90375b5a5b0b61ad8919e8e3992b","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/model-00003-of-00005.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":"2026-11-07T07:34:17.797Z","evidence_url":"/api/manifests/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_2342cd576e6308ba80cf9b9392ea7a46ac9ed36a50c4615f567d8b2d59a687cd","policyDigest":"sha256:d65a90c975ecc59609909256aadf34d75bb1545fb085d7124606436731a7761d","publicationId":"hbeol_2342cd576e6308ba80cf9b9392ea7a46ac9ed36a50c4615f567d8b2d59a687cd","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00004-of-00005.safetensors","sizeBytes":4998661136,"storageSizeBytes":4998661136,"format":"safetensors","sha256":"cb987faa90b3f4edc05707d4bf59a5098678a1fd076eabb5cae62cb000877774","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"cb987faa90b3f4edc05707d4bf59a5098678a1fd076eabb5cae62cb000877774","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_2342cd576e6308ba80cf9b9392ea7a46ac9ed36a50c4615f567d8b2d59a687cd","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:d65a90c975ecc59609909256aadf34d75bb1545fb085d7124606436731a7761d","existingObjectRegistrationId":"hbeoa_2342cd576e6308ba80cf9b9392ea7a46ac9ed36a50c4615f567d8b2d59a687cd","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/model-00004-of-00005.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":"2026-11-07T07:34:17.797Z","evidence_url":"/api/manifests/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_383141ac392251b89aa8db5bcd701ffb0447bb39c7e5318375948636efc57372","policyDigest":"sha256:d65a90c975ecc59609909256aadf34d75bb1545fb085d7124606436731a7761d","publicationId":"hbeol_383141ac392251b89aa8db5bcd701ffb0447bb39c7e5318375948636efc57372","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model-00005-of-00005.safetensors","sizeBytes":4185032296,"storageSizeBytes":4185032296,"format":"safetensors","sha256":"a3ca33a8a27c717dcc5d260c9e6f78ab556b379b9ce859f48be91377105a4b13","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"a3ca33a8a27c717dcc5d260c9e6f78ab556b379b9ce859f48be91377105a4b13","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_383141ac392251b89aa8db5bcd701ffb0447bb39c7e5318375948636efc57372","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:d65a90c975ecc59609909256aadf34d75bb1545fb085d7124606436731a7761d","existingObjectRegistrationId":"hbeoa_383141ac392251b89aa8db5bcd701ffb0447bb39c7e5318375948636efc57372","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/model-00005-of-00005.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":"2026-11-07T07:34:17.797Z","evidence_url":"/api/manifests/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_8f6bdd8ad17556de6d01156feff6b97efe1b4404ae6c02ae015875a1e4acfa61","policyDigest":"sha256:d65a90c975ecc59609909256aadf34d75bb1545fb085d7124606436731a7761d","publicationId":"hbeol_8f6bdd8ad17556de6d01156feff6b97efe1b4404ae6c02ae015875a1e4acfa61","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model.safetensors.index.json","sizeBytes":4516541,"storageSizeBytes":4516541,"format":"json","sha256":"13b3138f9d90f9bb53e8963099896951bbd7377395edf069a25b4a3d4a796a58","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"fe72da9ca4720e7a3f1ba8eb4feed4df4329ea1b","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_8f6bdd8ad17556de6d01156feff6b97efe1b4404ae6c02ae015875a1e4acfa61","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:d65a90c975ecc59609909256aadf34d75bb1545fb085d7124606436731a7761d","existingObjectRegistrationId":"hbeoa_8f6bdd8ad17556de6d01156feff6b97efe1b4404ae6c02ae015875a1e4acfa61","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/model.safetensors.index.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":"2026-11-07T07:34:17.797Z","evidence_url":"/api/manifests/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix"},"signature_state":"signed"},{"path":"tokenizer.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":7032399,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"90c73275ae7b61cd2b6c4f263018057d516f0c95","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","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":"2026-11-07T07:34:17.797Z","evidence_url":"/api/manifests/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_61dda68d132fb3729246fce88b0ece9b94a26d1fea8bad99526662d4b1e20b3a","policyDigest":"sha256:d65a90c975ecc59609909256aadf34d75bb1545fb085d7124606436731a7761d","publicationId":"hbeol_61dda68d132fb3729246fce88b0ece9b94a26d1fea8bad99526662d4b1e20b3a","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"tokenizer_config.json","sizeBytes":10834,"storageSizeBytes":10834,"format":"json","sha256":"60adcfc35f5f251e19a196ec977b4ca0fcfb534852911b3196d68d5e3b146aa0","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"8dec7d58dda385ce95b469aa2d277ec162168e58","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_61dda68d132fb3729246fce88b0ece9b94a26d1fea8bad99526662d4b1e20b3a","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:d65a90c975ecc59609909256aadf34d75bb1545fb085d7124606436731a7761d","existingObjectRegistrationId":"hbeoa_61dda68d132fb3729246fce88b0ece9b94a26d1fea8bad99526662d4b1e20b3a","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/tokenizer_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":"2026-11-07T07:34:17.797Z","evidence_url":"/api/manifests/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix"},"signature_state":"signed"},{"path":"vocab.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":2776833,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"4783fe10ac3adce15ac8f358ef5462739852c569","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","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":"2026-11-07T07:34:17.797Z","evidence_url":"/api/manifests/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix"},"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":10,"publicFileCount":27,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-07T07:33:08.796Z","webUrl":"https://huggingbay.xyz/artifact/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix","listedFileLowerBound":17,"hostingStatus":"hosted","signals":{"size":{"known":true,"bytes":24201715287,"label":"22.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":4024,"upstreamStars":5,"label":"4.0K 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":"QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/27 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: QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix","Byte manifest integrity: selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Scan: pending","Hosted files: 10/27 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":17,"totalFiles":27},"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-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/mirrors"}},"mirrorCompletion":{"status":"partial","hostedFiles":10,"totalFiles":17,"externalFiles":7,"hostedBytes":24190221067,"externalBytes":11494220,"lowRiskExternalFiles":7,"overFileCapFiles":0,"overBatchCapFiles":0,"directMirrorExternalFiles":6,"directMirrorExternalBytes":11482877,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[{"path":"configuration.json","sizeBytes":48,"risk":"low","format":"json"},{"path":"generation_config.json","sizeBytes":239,"risk":"low","format":"json"},{"path":".gitattributes","sizeBytes":1519,"risk":"low","format":"gitattributes"},{"path":"merges.txt","sizeBytes":1671839,"risk":"low","format":"txt"},{"path":"vocab.json","sizeBytes":2776833,"risk":"low","format":"json"},{"path":"tokenizer.json","sizeBytes":7032399,"risk":"low","format":"json"}],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[{"path":"tokenizer.json","sizeBytes":7032399,"risk":"low","format":"json","overFileCap":false},{"path":"vocab.json","sizeBytes":2776833,"risk":"low","format":"json","overFileCap":false},{"path":"merges.txt","sizeBytes":1671839,"risk":"low","format":"txt","overFileCap":false},{"path":"LICENSE","sizeBytes":11343,"risk":"low","format":"file","overFileCap":false},{"path":".gitattributes","sizeBytes":1519,"risk":"low","format":"gitattributes","overFileCap":false},{"path":"generation_config.json","sizeBytes":239,"risk":"low","format":"json","overFileCap":false},{"path":"configuration.json","sizeBytes":48,"risk":"low","format":"json","overFileCap":false}]},"cardDescription":"A chat model for conversations, questions and writing.","licenseLabel":"apache-2.0","recommendedFile":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/QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix","upstream":{"gated":false,"repoId":"QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix","private":false,"repoUrl":"https://huggingface.co/QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix","disabled":false,"provider":"huggingface","repoType":"model","revision":"47400489d9f43631e0cbd145e1dc4bc3e555a0b9","fetchedAt":"2026-10-09T21:30:13.871Z","importMode":"external-catalog","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-09T21:30:13.871Z","revision":"47400489d9f43631e0cbd145e1dc4bc3e555a0b9"},"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":"2026-11-07T07:34:17.657Z","serveEvaluationId":"serve-a2e27f6b847471e2df9cca882506492167adfd2d80f66894784a4e80f7dc9a7a","readiness":"ready","downloadReady":true,"mirroredBytes":24190221067,"readinessCheckedAt":"2026-11-07T07:34:17.797Z","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":"2026-11-07T07:34:17.657Z","serveEvaluationId":"serve-a2e27f6b847471e2df9cca882506492167adfd2d80f66894784a4e80f7dc9a7a","readiness":"ready","downloadReady":true,"hostedFileCount":10,"mirroredBytes":24190221067,"readinessCheckedAt":"2026-11-07T07:34:17.657Z","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-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix","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-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix","repo":"QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix","type":"llm","purpose":"open-weights language model for text generation","license":{"id":"apache-2.0","label":"apache-2.0","state":"known","url":"https://huggingface.co/QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix/blob/main/LICENSE","source":"upstream-file","hostedFile":false,"commercialUse":"yes","terms":"Permissive open license: commercial use, modification, and redistribution are permitted."},"task":{"id":"text-generation","label":"text generation"},"size":{"bytes":24201715287,"label":"24.2 GB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":false,"hostedBytes":0,"hostedLabel":"size unknown","hostedSummary":"at least 10 listed files; full count and size unknown","hostedIsSubset":false,"downloadBytes":0,"downloadLabel":"","recommended":null,"parameters":{"totalB":30,"activeB":3,"label":"30B","activeLabel":"3B","source":"repo-name"},"sentence":"QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix has 30B parameters (3B active per token). Hosted here: at least 10 listed files; full count and size unknown. Full repo upstream: 24.2 GB."},"files":{"hosted":10,"total":27,"label":"10 hosted of 27 listed"},"manifestSigning":{"status":"signed","label":"Signed by the harbor","publicKeyUrl":"/api/keys/manifest-signing","keyId":"ed25519:718f9ccff1cef500235425ce","manifestUrl":"/api/manifests/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix","signature":{"version":1,"algorithm":"Ed25519","key_id":"ed25519:718f9ccff1cef500235425ce","canonical_digest":"sha256:52b19079c8804c99711032a526f6cd078b37094ec7d7d07c0ed079610f5b358d","value":"jJskR9MncO9IOM9cdx0D_4yGffNBQG-CLz_RI1zjleK18wm2NyuDvJOSHlU-kjVuJksD_lumQIQUpcvs6q-fCQ","signed_at":"2026-11-07T07:34:17.683Z","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 (10 hosted files)","url":"/artifact/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/files"},"released":{"iso":"2026-06-30","label":"Jun 30, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2025-09-05","label":"Sep 5, 2025","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix","repoId":"QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix"},"languages":[],"baseModel":{"ref":"","url":"","resolveUrl":""},"paperIds":["2505.09388"],"arxivIds":["2505.09388"],"sameAs":["https://huggingface.co/QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix","https://arxiv.org/abs/2505.09388"],"creator":{"@type":"Organization","name":"QuantTrio","url":"https://huggingface.co/QuantTrio","sameAs":["https://huggingface.co/QuantTrio"]},"scholarlyArticles":[{"@type":"ScholarlyArticle","@id":"https://arxiv.org/abs/2505.09388","identifier":"arXiv:2505.09388","url":"https://arxiv.org/abs/2505.09388","sameAs":"https://doi.org/10.48550/arXiv.2505.09388"}],"scanStatus":"pending","faq":[{"id":"what-is-it","question":"What is QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix?","answer":"QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix is an open-weights language model for text generation published by QuantTrio, added to Hugging Bay Jun 30, 2026. Model from Hugging Face for text generation: QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix · transformers"},{"id":"license","question":"What license does QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix 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 QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix?","answer":"QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix has 30B parameters (3B active per token). Hosted here: at least 10 listed files; full count and size unknown. Full repo upstream: 24.2 GB."},{"id":"download","question":"Where can I download QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix?","answer":"Hosted here: at least 10 listed files; full count and size unknown. Full repo upstream: 24.2 GB. The original release is at https://huggingface.co/QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix."},{"id":"safety","question":"Has QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix 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. 10 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix 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-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix","repo":"QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix","serveState":"BLOCKED","downloadReady":false,"reasonCodes":[],"withheld":{"active":false},"wasmRun":null,"bytesOnStorage":true,"file":null,"noHostedWeights":false,"notSingleFile":true,"download":{"available":false,"url":null},"otherFiles":[{"path":"README.md","fileName":"README.md","sha256":"5e4392ab5a7ef80a3525060d330ae062fa08b5ea59baec76bda6122b2c36740c","sizeLabel":"12.5 KB","downloadUrl":"/api/downloads/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/README.md"},{"path":"awq_marlin.py","fileName":"awq_marlin.py","sha256":"e720d18e304194633273a598a9b50ae176a8f0a513d94dbaaa2a8105318501c9","sizeLabel":"22.1 KB","downloadUrl":"/api/downloads/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/awq_marlin.py"},{"path":"config.json","fileName":"config.json","sha256":"6f4d1505455d1fd801f4e275a6f7ebc8875a6a5d641b5cc586966a28fd93f874","sizeLabel":"1.37 KB","downloadUrl":"/api/downloads/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/config.json"},{"path":"model-00001-of-00005.safetensors","fileName":"model-00001-of-00005.safetensors","sha256":"64f49db9924a51c8a4f2bc25adcb99c9822dc7901de62312d4ac98d387bbc840","sizeLabel":"5 GB","downloadUrl":"/api/downloads/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/model-00001-of-00005.safetensors"},{"path":"model-00002-of-00005.safetensors","fileName":"model-00002-of-00005.safetensors","sha256":"09de4a7391d8a8852deb7800ef49336e75f5bd9528ae85d6858da45afb344919","sizeLabel":"5 GB","downloadUrl":"/api/downloads/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/model-00002-of-00005.safetensors"},{"path":"model-00003-of-00005.safetensors","fileName":"model-00003-of-00005.safetensors","sha256":"62e1021234c2560f0c3cad9dd24472028b0def7cb573c82c7971fede5d2a56ef","sizeLabel":"5 GB","downloadUrl":"/api/downloads/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/model-00003-of-00005.safetensors"},{"path":"model-00004-of-00005.safetensors","fileName":"model-00004-of-00005.safetensors","sha256":"cb987faa90b3f4edc05707d4bf59a5098678a1fd076eabb5cae62cb000877774","sizeLabel":"5 GB","downloadUrl":"/api/downloads/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/model-00004-of-00005.safetensors"},{"path":"model-00005-of-00005.safetensors","fileName":"model-00005-of-00005.safetensors","sha256":"a3ca33a8a27c717dcc5d260c9e6f78ab556b379b9ce859f48be91377105a4b13","sizeLabel":"4.19 GB","downloadUrl":"/api/downloads/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/model-00005-of-00005.safetensors"},{"path":"model.safetensors.index.json","fileName":"model.safetensors.index.json","sha256":"13b3138f9d90f9bb53e8963099896951bbd7377395edf069a25b4a3d4a796a58","sizeLabel":"4.52 MB","downloadUrl":"/api/downloads/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/model.safetensors.index.json"},{"path":"tokenizer_config.json","fileName":"tokenizer_config.json","sha256":"60adcfc35f5f251e19a196ec977b4ca0fcfb534852911b3196d68d5e3b146aa0","sizeLabel":"10.8 KB","downloadUrl":"/api/downloads/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix/tokenizer_config.json"}],"run":{"available":false,"reason":"no-runnable-file","lmStudioUrl":"https://lmstudio.ai/","terminalCommand":null,"verificationMessage":null},"paused":{"active":false},"blocked":{"active":true,"reason":"not-a-single-file","message":"Not a single file"},"unconfirmed":{"active":false},"licenseGate":{"active":false},"checks":{"license":"apache-2.0","licenseLabel":null,"fingerprintMatches":false,"hostedFiles":10,"totalFiles":27},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-11-07T07:34:17.806Z","readiness":"blocked","downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-07T07:34:17.807Z","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":"2026-11-07T07:34:17.807Z","evidence_url":"/api/manifests/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix"}},"canIRun":true,"modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for having conversations.","confidence":"medium","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":24201715287,"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":"QuantTrio/Qwen3-30B-A3B-Thinking-2507-AWQ-BF16Mix"}},"runs_here":{"schema_version":1,"artifact_id":"hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix","revision":"47400489d9f43631e0cbd145e1dc4bc3e555a0b9","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":"2026-11-07T07:34:17.797Z","evidence_url":"/api/manifests/hf-model-quanttrio-qwen3-30b-a3b-thinking-2507-awq-bf16mix"}}