{"id":"hf-model-jackrong-qwopus3-5-4b-coder-gguf","name":"Qwopus3.5-4B-Coder-GGUF","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","gguf","llama.cpp","image-text-to-text","vision","multimodal","text-generation-inference","unsloth","qwen3_5","reasoning","chain-of-thought","mtp","multi-token-prediction","speculative-decoding","lora","sft","agent","tool-use","function-calling","coder"],"task":"image-text-to-text","type":"vision","evals":[],"owner":"Jackrong","stars":35,"formats":["gitattributes","gguf","md"],"hosting":{"status":"blocked","totalFiles":15,"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: Jackrong/Qwopus3.5-4B-Coder-GGUF · transformers","version":"hf-main","modality":"vision","upstream":{"gated":false,"repoId":"Jackrong/Qwopus3.5-4B-Coder-GGUF","private":false,"repoUrl":"https://huggingface.co/Jackrong/Qwopus3.5-4B-Coder-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"f7c0e73ad8322946bfcda4f217e668a5ec0b42db","fetchedAt":"2026-09-18T22:09:14.976Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"versions":[{"commit":"f7c0e73","version":"hf-main","releasedAt":"2026-05-30T10:45:06.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"citations":0,"createdAt":"2026-06-29T22:24:48.565Z","fileCount":15,"framework":"transformers","publisher":"Jackrong","sizeBytes":40640413028,"sourceUrl":"https://huggingface.co/Jackrong/Qwopus3.5-4B-Coder-GGUF","updatedAt":"2026-05-30T10:45:06.000Z","scanStatus":"pending","visibility":"public","description":"External Hugging Face catalog record for Jackrong/Qwopus3.5-4B-Coder-GGUF. Task: image text to text. Library: transformers. Languages: en, zh, es, ru, ja. Datasets referenced by card metadata: Jackrong/Claude-opus-4.6-TraceInversion-9000x, Jackrong/Claude-opus-4.7-TraceInversion-5000x, lambda/hermes-agent-reasoning-traces. Popularity signal at import: 3,839 downloads and 35 likes.","mirrorCount":0,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-09-18T22:09:14.983Z.","Upstream license: apache-2.0. Mirror admission policy: permissive (owner policy; no license rights inferred).","Model card references dataset context: Jackrong/Claude-opus-4.6-TraceInversion-9000x, Jackrong/Claude-opus-4.7-TraceInversion-5000x, lambda/hermes-agent-reasoning-traces.","Not locally hosted, mirrored, signed, or rescanned by Hugging Bay."],"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["Jackrong/Claude-opus-4.6-TraceInversion-9000x","Jackrong/Claude-opus-4.7-TraceInversion-5000x","lambda/hermes-agent-reasoning-traces"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en","zh","es","ru","ja"],"sourceUrl":"https://huggingface.co/Jackrong/Qwopus3.5-4B-Coder-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"image-text-to-text","cardDataKeys":["base_model","datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"image-text-to-text transformers vision model en zh es ru ja jackrong/claude-opus-4.6-traceinversion-9000x jackrong/claude-opus-4.7-traceinversion-5000x lambda/hermes-agent-reasoning-traces gguf agent dataset:lambda/hermes-agent-reasoning-traces","semanticTerms":["image-text-to-text","transformers","vision","model","en","zh","es","ru","ja","jackrong/claude-opus-4.6-traceinversion-9000x","jackrong/claude-opus-4.7-traceinversion-5000x","lambda/hermes-agent-reasoning-traces","gguf","agent","dataset:lambda/hermes-agent-reasoning-traces"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2468},{"lfs":true,"path":"Qwopus3.5-4B-coder-BF16.gguf","sizeBytes":8665619904},{"lfs":true,"path":"Qwopus3.5-4B-coder-IQ4_XS.gguf","sizeBytes":2593555904},{"lfs":true,"path":"Qwopus3.5-4B-coder-Q2_K.gguf","sizeBytes":1959167424},{"lfs":true,"path":"Qwopus3.5-4B-coder-Q3_K_L.gguf","sizeBytes":2482646464},{"lfs":true,"path":"Qwopus3.5-4B-coder-Q3_K_M.gguf","sizeBytes":2318806464},{"lfs":true,"path":"Qwopus3.5-4B-coder-Q3_K_S.gguf","sizeBytes":2121747904},{"lfs":true,"path":"Qwopus3.5-4B-coder-Q4_K_M.gguf","sizeBytes":2783446464},{"lfs":true,"path":"Qwopus3.5-4B-coder-Q4_K_S.gguf","sizeBytes":2631771584},{"lfs":true,"path":"Qwopus3.5-4B-coder-Q5_K_M.gguf","sizeBytes":3161425344},{"lfs":true,"path":"Qwopus3.5-4B-coder-Q5_K_S.gguf","sizeBytes":3072992704},{"lfs":true,"path":"Qwopus3.5-4B-coder-Q6_K.gguf","sizeBytes":3563027904},{"lfs":true,"path":"Qwopus3.5-4B-coder-Q8_0.gguf","sizeBytes":4610579904},{"lfs":false,"path":"README.md","sizeBytes":53888},{"lfs":true,"path":"mmproj-F32.gguf","sizeBytes":675568704}],"modelIndexNames":[]},"releaseGates":{"scan":"pending","files":"pending","license":"passed","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":21324,"hostedFileCount":0,"cardCompleteness":96,"externalFileCount":15,"verificationStatus":"pending","requestedVisibility":"public","repo":"Jackrong/Qwopus3.5-4B-Coder-GGUF","files":[{"path":".gitattributes","risk":"low","format":"gitattributes","sha256":"","lfsSha256":"","sizeBytes":2468,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"af6ad04eb53b7dc90a1692c594975ecd69d9c5ce","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":"2026-11-05T17:12:06.073Z","evidence_url":"/api/manifests/hf-model-jackrong-qwopus3-5-4b-coder-gguf"},"signature_state":"unsigned"},{"path":"Qwopus3.5-4B-coder-BF16.gguf","risk":"low","format":"gguf","sha256":"27e0334c33b239a8ff22b3d6f545a1a105d59602f104eb301cbcacf151762f67","lfsSha256":"27e0334c33b239a8ff22b3d6f545a1a105d59602f104eb301cbcacf151762f67","sizeBytes":8665619904,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"187ea35e3bd7ef104d4e83a843a73d5e6f135a47","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":"2026-11-05T17:12:06.073Z","evidence_url":"/api/manifests/hf-model-jackrong-qwopus3-5-4b-coder-gguf"},"signature_state":"unsigned"},{"path":"Qwopus3.5-4B-coder-IQ4_XS.gguf","risk":"low","format":"gguf","sha256":"4cacfae53c9fb34ff17b5d00abc993238cc7055a39c3178a6898b3b123f4cbf2","lfsSha256":"4cacfae53c9fb34ff17b5d00abc993238cc7055a39c3178a6898b3b123f4cbf2","sizeBytes":2593555904,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"174f288058baf16bf1cd006f31da03dfa62a3ea2","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":"2026-11-05T17:12:06.073Z","evidence_url":"/api/manifests/hf-model-jackrong-qwopus3-5-4b-coder-gguf"},"signature_state":"unsigned"},{"path":"Qwopus3.5-4B-coder-Q2_K.gguf","risk":"low","format":"gguf","sha256":"0b081863e420c2ac65f6669b7848135dc7a45748fe10f5a49c88ec2b32e60540","lfsSha256":"0b081863e420c2ac65f6669b7848135dc7a45748fe10f5a49c88ec2b32e60540","sizeBytes":1959167424,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"2ff08aa1dfafd8e7828901d227aa1f8171b5f6b4","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":"2026-11-05T17:12:06.073Z","evidence_url":"/api/manifests/hf-model-jackrong-qwopus3-5-4b-coder-gguf"},"signature_state":"unsigned"},{"path":"Qwopus3.5-4B-coder-Q3_K_L.gguf","risk":"low","format":"gguf","sha256":"25129a399b2939cd3587d0c67c5accad377f3b66244e7e48f623be5df93782f2","lfsSha256":"25129a399b2939cd3587d0c67c5accad377f3b66244e7e48f623be5df93782f2","sizeBytes":2482646464,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"a149f46b763e59d7acac99f543c6e37fc7266290","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":"2026-11-05T17:12:06.073Z","evidence_url":"/api/manifests/hf-model-jackrong-qwopus3-5-4b-coder-gguf"},"signature_state":"unsigned"},{"path":"Qwopus3.5-4B-coder-Q3_K_M.gguf","risk":"low","format":"gguf","sha256":"58c71ed09fc3aaa6a586499bb1b40758bf5127b5c0efc81ee869dce07155c2a8","lfsSha256":"58c71ed09fc3aaa6a586499bb1b40758bf5127b5c0efc81ee869dce07155c2a8","sizeBytes":2318806464,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"fb1060be46e28fe02b7208b389c24ac2377f3f2d","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":"2026-11-05T17:12:06.073Z","evidence_url":"/api/manifests/hf-model-jackrong-qwopus3-5-4b-coder-gguf"},"signature_state":"unsigned"},{"path":"Qwopus3.5-4B-coder-Q3_K_S.gguf","risk":"low","format":"gguf","sha256":"b970f3818a3c5150ccf8b12045cf97f46aeb453144b5dd291c464a6395cb2583","lfsSha256":"b970f3818a3c5150ccf8b12045cf97f46aeb453144b5dd291c464a6395cb2583","sizeBytes":2121747904,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"a2b63f752f404329d6a74847382f311f0104e36b","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":"2026-11-05T17:12:06.073Z","evidence_url":"/api/manifests/hf-model-jackrong-qwopus3-5-4b-coder-gguf"},"signature_state":"unsigned"},{"path":"Qwopus3.5-4B-coder-Q4_K_M.gguf","risk":"low","format":"gguf","sha256":"b8744a96d82f99f5ee23ae3a7c8a75c540dafd5c7321678241ecf99586f539f7","lfsSha256":"b8744a96d82f99f5ee23ae3a7c8a75c540dafd5c7321678241ecf99586f539f7","sizeBytes":2783446464,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"b8744a96d82f99f5ee23ae3a7c8a75c540dafd5c7321678241ecf99586f539f7","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.","sha256Provenance":{"reason":"cohort hydration for Jackrong/Qwopus3.5-4B-Coder-GGUF","observed":{"kind":"hf-lfs","gitOid":"17bec2f4b0ae05ce80ef335471c674858ffaed4a","sha256":"b8744a96d82f99f5ee23ae3a7c8a75c540dafd5c7321678241ecf99586f539f7","sizeBytes":2783446464,"externalOid":"b8744a96d82f99f5ee23ae3a7c8a75c540dafd5c7321678241ecf99586f539f7"},"upstream":{"path":"Qwopus3.5-4B-coder-Q4_K_M.gguf","repoId":"Jackrong/Qwopus3.5-4B-Coder-GGUF","provider":"huggingface","revision":"f7c0e73ad8322946bfcda4f217e668a5ec0b42db"},"planDigest":"sha256:2605c0debb23496c18fe58193582b3f27aaad17a30f2492ed1ef7ae81d006d3e","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:9331cfa915a26fff64d14e1a43a95eaa326658193e498656c1b5f2e944afd25f","observationId":"packet-observation-82eea89c9e0be771aac10320f759e4a7360bd0e93c4a980a539607604a897064","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:cbf9db5a7ecf2f288fde52473c2d6ccc684a34e21f810568018f163ee8c7c30c"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T17:12:06.073Z","evidence_url":"/api/manifests/hf-model-jackrong-qwopus3-5-4b-coder-gguf"},"signature_state":"unsigned"},{"path":"Qwopus3.5-4B-coder-Q4_K_S.gguf","risk":"low","format":"gguf","sha256":"971d3baad35aed7d3a5f1f0ef6a3ec2f174d4819291999814aeee81301919db7","lfsSha256":"971d3baad35aed7d3a5f1f0ef6a3ec2f174d4819291999814aeee81301919db7","sizeBytes":2631771584,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"62084cc97ff7784546dc67f894e8d57a7dc3276c","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":"2026-11-05T17:12:06.073Z","evidence_url":"/api/manifests/hf-model-jackrong-qwopus3-5-4b-coder-gguf"},"signature_state":"unsigned"},{"path":"Qwopus3.5-4B-coder-Q5_K_M.gguf","risk":"low","format":"gguf","sha256":"239bc9ffa0cf60001272aeba3a5569b90cf976e4a8617c581a01563c54474ede","lfsSha256":"239bc9ffa0cf60001272aeba3a5569b90cf976e4a8617c581a01563c54474ede","sizeBytes":3161425344,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"63eb49ae10e9bc556d1e637e93e1192a7a2f444b","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":"2026-11-05T17:12:06.073Z","evidence_url":"/api/manifests/hf-model-jackrong-qwopus3-5-4b-coder-gguf"},"signature_state":"unsigned"},{"path":"Qwopus3.5-4B-coder-Q5_K_S.gguf","risk":"low","format":"gguf","sha256":"7945d425d194a428ab6c46187b7dd8961c9fde2ff921e001e5d86f59b8a5123b","lfsSha256":"7945d425d194a428ab6c46187b7dd8961c9fde2ff921e001e5d86f59b8a5123b","sizeBytes":3072992704,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"1f5bba396a6695cf970b7e6f7cb217a534d628b3","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":"2026-11-05T17:12:06.073Z","evidence_url":"/api/manifests/hf-model-jackrong-qwopus3-5-4b-coder-gguf"},"signature_state":"unsigned"},{"path":"Qwopus3.5-4B-coder-Q6_K.gguf","risk":"low","format":"gguf","sha256":"7055e9d6b175bad48d0c71375efc36e317f042971ab735071c788d39a6b7fd51","lfsSha256":"7055e9d6b175bad48d0c71375efc36e317f042971ab735071c788d39a6b7fd51","sizeBytes":3563027904,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"611440451921a03da3e9dd94207f64da9a6d0f2c","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":"2026-11-05T17:12:06.073Z","evidence_url":"/api/manifests/hf-model-jackrong-qwopus3-5-4b-coder-gguf"},"signature_state":"unsigned"},{"path":"Qwopus3.5-4B-coder-Q8_0.gguf","risk":"low","format":"gguf","sha256":"fc40390b669bee31779b68200fa56d3987e8742029afa7cdbe150826cd6611a9","lfsSha256":"fc40390b669bee31779b68200fa56d3987e8742029afa7cdbe150826cd6611a9","sizeBytes":4610579904,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"c78362635c0496d6194d37ce3cc961cb53d097c6","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":"2026-11-05T17:12:06.073Z","evidence_url":"/api/manifests/hf-model-jackrong-qwopus3-5-4b-coder-gguf"},"signature_state":"unsigned"},{"path":"README.md","risk":"low","format":"md","sha256":"","lfsSha256":"","sizeBytes":53888,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"a62a704bf261f697a98addc0c739133142fefbba","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":"2026-11-05T17:12:06.073Z","evidence_url":"/api/manifests/hf-model-jackrong-qwopus3-5-4b-coder-gguf"},"signature_state":"unsigned"},{"path":"mmproj-F32.gguf","risk":"low","format":"gguf","sha256":"3a6175c0ae9faddd54926b8660cfed881a13d534a01e571ea11fe9a3e4d36543","lfsSha256":"3a6175c0ae9faddd54926b8660cfed881a13d534a01e571ea11fe9a3e4d36543","sizeBytes":675568704,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"3a6175c0ae9faddd54926b8660cfed881a13d534a01e571ea11fe9a3e4d36543","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.","sha256Provenance":{"reason":"cohort hydration for Jackrong/Qwopus3.5-4B-Coder-GGUF","observed":{"kind":"hf-lfs","gitOid":"0f815821c0264f194834948e446936fd1a9fa5ba","sha256":"3a6175c0ae9faddd54926b8660cfed881a13d534a01e571ea11fe9a3e4d36543","sizeBytes":675568704,"externalOid":"3a6175c0ae9faddd54926b8660cfed881a13d534a01e571ea11fe9a3e4d36543"},"upstream":{"path":"mmproj-F32.gguf","repoId":"Jackrong/Qwopus3.5-4B-Coder-GGUF","provider":"huggingface","revision":"f7c0e73ad8322946bfcda4f217e668a5ec0b42db"},"planDigest":"sha256:2605c0debb23496c18fe58193582b3f27aaad17a30f2492ed1ef7ae81d006d3e","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:9331cfa915a26fff64d14e1a43a95eaa326658193e498656c1b5f2e944afd25f","observationId":"packet-observation-82eea89c9e0be771aac10320f759e4a7360bd0e93c4a980a539607604a897064","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:cbf9db5a7ecf2f288fde52473c2d6ccc684a34e21f810568018f163ee8c7c30c"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T17:12:06.073Z","evidence_url":"/api/manifests/hf-model-jackrong-qwopus3-5-4b-coder-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":15,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-05T17:11:22.234Z","listedFileLowerBound":15,"hostingStatus":"blocked","signals":{"size":{"known":true,"bytes":40640413028,"label":"37.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":21324,"upstreamStars":35,"label":"21K 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":"Jackrong/Qwopus3.5-4B-Coder-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: Jackrong/Qwopus3.5-4B-Coder-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":15,"totalFiles":15},"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-jackrong-qwopus3-5-4b-coder-gguf/mirrors"}},"mirrorCompletion":{"status":"external","hostedFiles":0,"totalFiles":15,"externalFiles":15,"hostedBytes":0,"externalBytes":40640413028,"lowRiskExternalFiles":15,"overFileCapFiles":13,"overBatchCapFiles":12,"directMirrorExternalFiles":14,"directMirrorExternalBytes":31974793124,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[{"path":".gitattributes","sizeBytes":2468,"risk":"low","format":"gitattributes"},{"path":"README.md","sizeBytes":53888,"risk":"low","format":"md"},{"path":"mmproj-F32.gguf","sizeBytes":675568704,"risk":"low","format":"gguf"},{"path":"Qwopus3.5-4B-coder-Q2_K.gguf","sizeBytes":1959167424,"risk":"low","format":"gguf"},{"path":"Qwopus3.5-4B-coder-Q3_K_S.gguf","sizeBytes":2121747904,"risk":"low","format":"gguf"},{"path":"Qwopus3.5-4B-coder-Q3_K_M.gguf","sizeBytes":2318806464,"risk":"low","format":"gguf"},{"path":"Qwopus3.5-4B-coder-Q3_K_L.gguf","sizeBytes":2482646464,"risk":"low","format":"gguf"},{"path":"Qwopus3.5-4B-coder-IQ4_XS.gguf","sizeBytes":2593555904,"risk":"low","format":"gguf"}],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[{"path":"Qwopus3.5-4B-coder-BF16.gguf","sizeBytes":8665619904,"risk":"low","format":"gguf","overFileCap":true},{"path":"Qwopus3.5-4B-coder-Q8_0.gguf","sizeBytes":4610579904,"risk":"low","format":"gguf","overFileCap":true},{"path":"Qwopus3.5-4B-coder-Q6_K.gguf","sizeBytes":3563027904,"risk":"low","format":"gguf","overFileCap":true},{"path":"Qwopus3.5-4B-coder-Q5_K_M.gguf","sizeBytes":3161425344,"risk":"low","format":"gguf","overFileCap":true},{"path":"Qwopus3.5-4B-coder-Q5_K_S.gguf","sizeBytes":3072992704,"risk":"low","format":"gguf","overFileCap":true},{"path":"Qwopus3.5-4B-coder-Q4_K_M.gguf","sizeBytes":2783446464,"risk":"low","format":"gguf","overFileCap":true},{"path":"Qwopus3.5-4B-coder-Q4_K_S.gguf","sizeBytes":2631771584,"risk":"low","format":"gguf","overFileCap":true},{"path":"Qwopus3.5-4B-coder-IQ4_XS.gguf","sizeBytes":2593555904,"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/Jackrong/Qwopus3.5-4B-Coder-GGUF","upstream":{"gated":false,"repoId":"Jackrong/Qwopus3.5-4B-Coder-GGUF","private":false,"repoUrl":"https://huggingface.co/Jackrong/Qwopus3.5-4B-Coder-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"f7c0e73ad8322946bfcda4f217e668a5ec0b42db","fetchedAt":"2026-09-18T22:09:14.976Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"}},"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":"2026-11-05T17:12:05.938Z","serveEvaluationId":"serve-fece360873556c3c38d04c56a1be7002be7d0b6973182789aaa7760f3b6ae6ca","readiness":"blocked","downloadReady":false,"mirroredBytes":0,"readinessCheckedAt":"2026-11-05T17:12:06.073Z","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":"2026-11-05T17:12:05.938Z","serveEvaluationId":"serve-fece360873556c3c38d04c56a1be7002be7d0b6973182789aaa7760f3b6ae6ca","readiness":"blocked","downloadReady":false,"hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-05T17:12:05.938Z","readinessSource":"file-check","degraded":false,"stale":false},"commandsAvailable":false,"runReady":false,"attribution":"Cataloged open AI model · https://huggingbay.xyz/artifact/hf-model-jackrong-qwopus3-5-4b-coder-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-jackrong-qwopus3-5-4b-coder-gguf","repo":"Jackrong/Qwopus3.5-4B-Coder-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":40640413028,"label":"40.6 GB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":false,"hostedBytes":0,"hostedLabel":"size unknown","hostedSummary":"availability unknown","hostedIsSubset":false,"downloadBytes":0,"downloadLabel":"","recommended":{"path":"Qwopus3.5-4B-coder-Q4_K_M.gguf","fileName":"Qwopus3.5-4B-coder-Q4_K_M.gguf","fileCount":1,"quant":"Q4_K_M","bytes":2783446464,"label":"2.78 GB (Q4_K_M)","variants":13,"basis":"preferred-quant-q4_k_m-no-hardware"},"parameters":{"totalB":4,"activeB":null,"label":"4B","activeLabel":"","source":"repo-name"},"sentence":"Jackrong/Qwopus3.5-4B-Coder-GGUF has 4B parameters. Hosted here: availability unknown. Full repo upstream: 40.6 GB. The recommended download, Qwopus3.5-4B-coder-Q4_K_M.gguf (Q4_K_M), is 2.78 GB."},"files":{"hosted":0,"total":15,"label":"0 hosted of 15 listed"},"download":{"status":"blocked","gated":"serve","label":"Downloadable files: 0 confirmed","url":""},"released":{"iso":"2026-06-29","label":"Jun 29, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-05-30","label":"May 30, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/Jackrong/Qwopus3.5-4B-Coder-GGUF","repoId":"Jackrong/Qwopus3.5-4B-Coder-GGUF"},"languages":["en","zh","es","ru","ja"],"baseModel":{"ref":"","url":"","resolveUrl":""},"paperIds":[],"arxivIds":[],"sameAs":["https://huggingface.co/Jackrong/Qwopus3.5-4B-Coder-GGUF"],"creator":{"@type":"Organization","name":"Jackrong","url":"https://huggingface.co/Jackrong","sameAs":["https://huggingface.co/Jackrong"]},"scholarlyArticles":[],"scanStatus":"pending","faq":[{"id":"what-is-it","question":"What is Jackrong/Qwopus3.5-4B-Coder-GGUF?","answer":"Jackrong/Qwopus3.5-4B-Coder-GGUF is an open-weights vision model for vision-language chat published by Jackrong, added to Hugging Bay Jun 29, 2026. Model from Hugging Face for image text to text: Jackrong/Qwopus3.5-4B-Coder-GGUF · transformers"},{"id":"license","question":"What license does Jackrong/Qwopus3.5-4B-Coder-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 Jackrong/Qwopus3.5-4B-Coder-GGUF?","answer":"Jackrong/Qwopus3.5-4B-Coder-GGUF has 4B parameters. Hosted here: availability unknown. Full repo upstream: 40.6 GB. The recommended download, Qwopus3.5-4B-coder-Q4_K_M.gguf (Q4_K_M), is 2.78 GB."},{"id":"download","question":"Where can I download Jackrong/Qwopus3.5-4B-Coder-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 15 files."},{"id":"safety","question":"Has Jackrong/Qwopus3.5-4B-Coder-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-jackrong-qwopus3-5-4b-coder-gguf/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will Jackrong/Qwopus3.5-4B-Coder-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-jackrong-qwopus3-5-4b-coder-gguf","repo":"Jackrong/Qwopus3.5-4B-Coder-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":15},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-11-05T17:12:06.078Z","readiness":"blocked","downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-05T17:12:06.078Z","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":"2026-11-05T17:12:06.078Z","evidence_url":"/api/manifests/hf-model-jackrong-qwopus3-5-4b-coder-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","adapter-tags-do-not-prove-artifact-form"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":40640413028,"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":"Jackrong/Qwopus3.5-4B-Coder-GGUF"}},"runs_here":{"schema_version":1,"artifact_id":"hf-model-jackrong-qwopus3-5-4b-coder-gguf","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-jackrong-qwopus3-5-4b-coder-gguf","revision":"f7c0e73ad8322946bfcda4f217e668a5ec0b42db","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":"2026-11-05T17:12:06.073Z","evidence_url":"/api/manifests/hf-model-jackrong-qwopus3-5-4b-coder-gguf"}}