{"id":"hf-model-mradermacher-fluentlyqwen3-1-7b-gguf","name":"FluentlyQwen3-1.7B-GGUF","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","gguf","fluently","fluently-lm","qwen3","trained","merged","sft","trl","unsloth","axolotl","en","ru","code","base_model:fluently/fluentlyqwen3-1.7b","base_model:quantized:fluently/fluentlyqwen3-1.7b","license:apache-2.0","endpoints_compatible","region:us","conversational"],"task":"general","type":"llm","evals":[],"owner":"mradermacher","stars":0,"formats":["gitattributes","gguf","md"],"hosting":{"status":"hosted","mirroredAt":"2026-08-30T01:10:09.443Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":1,"mirroredBytes":1282439872,"mirroredFiles":1,"storageProvider":"gcs","hostedFilesAuthority":"live-serve-decision","hosted":true,"downloadable":true,"readyFileCount":1,"serveAuthority":"live-serve-decision","completeRunnable":false,"authority":"postgres-executable-state-snapshot","authorityDigest":"sha256:f0cc483c1a175d2f8ef00787f4de7a038550c7a1455e2bab9072908ca3d41be1","downloadReady":true},"license":"apache-2.0","summary":"Model from Hugging Face for llm: mradermacher/FluentlyQwen3-1.7B-GGUF · transformers","version":"hf-main","modality":"text","upstream":{"gated":false,"repoId":"mradermacher/FluentlyQwen3-1.7B-GGUF","private":false,"repoUrl":"https://huggingface.co/mradermacher/FluentlyQwen3-1.7B-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"99e136a49d86ce9cb883c410a3f0c5817c4e68ae","fetchedAt":"2026-08-29T23:08:13.577Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"versions":[{"commit":"99e136a","version":"hf-main","releasedAt":"2025-09-08T05:26:22.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"baseModel":"fluently/FluentlyQwen3-1.7B","citations":0,"createdAt":"2026-06-30T04:22:44.821Z","fileCount":14,"framework":"transformers","publisher":"mradermacher","sizeBytes":18614601830,"sourceUrl":"https://huggingface.co/mradermacher/FluentlyQwen3-1.7B-GGUF","updatedAt":"2026-08-30T01:10:09.443Z","scanStatus":"passed","visibility":"public","derivedFrom":"fluently/FluentlyQwen3-1.7B","description":"External Hugging Face catalog record for mradermacher/FluentlyQwen3-1.7B-GGUF. Library: transformers. Languages: en, ru, code. Base model: fluently/FluentlyQwen3-1.7B. Popularity signal at import: 132 downloads and 0 likes.","mirrorCount":1,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-08-29T23:08:13.695Z.","Open license detected as apache-2.0.","Not locally hosted, mirrored, signed, or rescanned by Hugging Bay."],"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"fluently/FluentlyQwen3-1.7B","languages":["en","ru","code"],"sourceUrl":"https://huggingface.co/mradermacher/FluentlyQwen3-1.7B-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"","cardDataKeys":["base_model","language","library_name","license","mradermacher","quantized_by","tags"],"semanticText":"transformers llm model en ru code fluently/fluentlyqwen3-1.7b gguf","semanticTerms":["transformers","llm","model","en","ru","code","fluently/fluentlyqwen3-1.7b","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2314},{"lfs":true,"path":"FluentlyQwen3-1.7B.IQ4_XS.gguf","sizeBytes":1181588160},{"lfs":true,"path":"FluentlyQwen3-1.7B.Q2_K.gguf","sizeBytes":879897280},{"lfs":true,"path":"FluentlyQwen3-1.7B.Q3_K_L.gguf","sizeBytes":1137205952},{"lfs":true,"path":"FluentlyQwen3-1.7B.Q3_K_M.gguf","sizeBytes":1073242816},{"lfs":true,"path":"FluentlyQwen3-1.7B.Q3_K_S.gguf","sizeBytes":1000956608},{"lfs":true,"path":"FluentlyQwen3-1.7B.Q4_K_M.gguf","sizeBytes":1282439872},{"lfs":true,"path":"FluentlyQwen3-1.7B.Q4_K_S.gguf","sizeBytes":1235221184},{"lfs":true,"path":"FluentlyQwen3-1.7B.Q5_K_M.gguf","sizeBytes":1471806144},{"lfs":true,"path":"FluentlyQwen3-1.7B.Q5_K_S.gguf","sizeBytes":1444510400},{"lfs":true,"path":"FluentlyQwen3-1.7B.Q6_K.gguf","sizeBytes":1673007808},{"lfs":true,"path":"FluentlyQwen3-1.7B.Q8_0.gguf","sizeBytes":2165039808},{"lfs":true,"path":"FluentlyQwen3-1.7B.f16.gguf","sizeBytes":4069679808},{"lfs":false,"path":"README.md","sizeBytes":3676}],"modelIndexNames":[]},"releaseGates":{"scan":"pending","files":"pending","license":"passed","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":54,"hostedFileCount":1,"cardCompleteness":91,"externalFileCount":13,"manifestReference":{"digest":"sha256:a71e4dc03a7bb49e83dc642d94e28dc6dea75279b33c2bfcb56c0f5e591b0e6e","version":"mirror-a71e4dc03a7bb49e83dc642d94e28dc6dea75279b33c2bfcb56c0f5e591b0e6e","createdAt":"2026-08-30T01:10:09.443Z"},"verificationStatus":"pending","requestedVisibility":"public","byteIntegritySummary":{"status":"partial","version":"mirror-request-state/v1","provider":"gcs","providers":["gcs"],"totalFiles":14,"verifiedAt":"2026-08-30T01:10:09.443Z","verifiedFiles":1},"repo":"mradermacher/FluentlyQwen3-1.7B-GGUF","files":[{"path":".gitattributes","risk":"low","format":"gitattributes","sha256":"","lfsSha256":"","sizeBytes":2314,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"294b0b66e2b728945366188c3a182a19ec21ec1f","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-c88f2601228bce8c5fae122ff3b407a0d4e242d0c3a4b1159a7400f4e23e0de8","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":"2026-11-05T20:02:00.339Z","evidence_url":"/api/manifests/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf"},"signature_state":"unsigned"},{"path":"FluentlyQwen3-1.7B.IQ4_XS.gguf","risk":"low","format":"gguf","sha256":"b1ce3d296948d3a8c4697d9c883a2ff8094d5d2752bef9c4012bab084b4a3cb5","lfsSha256":"b1ce3d296948d3a8c4697d9c883a2ff8094d5d2752bef9c4012bab084b4a3cb5","sizeBytes":1181588160,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"be7ba64e2b4203b1cb82ca9cb27e52c7db61e89b","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-c88f2601228bce8c5fae122ff3b407a0d4e242d0c3a4b1159a7400f4e23e0de8","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":"2026-11-05T20:02:00.339Z","evidence_url":"/api/manifests/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf"},"signature_state":"unsigned"},{"path":"FluentlyQwen3-1.7B.Q2_K.gguf","risk":"low","format":"gguf","sha256":"310a59bf7d3fa09cef283fec52f93366c387da21dfc9d2ab86173110319b01d4","lfsSha256":"310a59bf7d3fa09cef283fec52f93366c387da21dfc9d2ab86173110319b01d4","sizeBytes":879897280,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"192423d9c85b133784ee250474611f7af7593f1d","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-c88f2601228bce8c5fae122ff3b407a0d4e242d0c3a4b1159a7400f4e23e0de8","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":"2026-11-05T20:02:00.339Z","evidence_url":"/api/manifests/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf"},"signature_state":"unsigned"},{"path":"FluentlyQwen3-1.7B.Q3_K_L.gguf","risk":"low","format":"gguf","sha256":"232520903861a77c5e0438bc78487e8b11765a88cca7227c2d476bf450a97ace","lfsSha256":"232520903861a77c5e0438bc78487e8b11765a88cca7227c2d476bf450a97ace","sizeBytes":1137205952,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"8bf94a7fc5ac10736f97d2d2ad6bc7cc47c4ec30","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-c88f2601228bce8c5fae122ff3b407a0d4e242d0c3a4b1159a7400f4e23e0de8","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":"2026-11-05T20:02:00.339Z","evidence_url":"/api/manifests/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf"},"signature_state":"unsigned"},{"path":"FluentlyQwen3-1.7B.Q3_K_M.gguf","risk":"low","format":"gguf","sha256":"24fdd628fa9d4a19b8fbed753a36321331de552ff875e5c055f338953dfebab3","lfsSha256":"24fdd628fa9d4a19b8fbed753a36321331de552ff875e5c055f338953dfebab3","sizeBytes":1073242816,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"67f3b3820d305e89bca74c9bdc199c06f4c82d59","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-c88f2601228bce8c5fae122ff3b407a0d4e242d0c3a4b1159a7400f4e23e0de8","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":"2026-11-05T20:02:00.339Z","evidence_url":"/api/manifests/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf"},"signature_state":"unsigned"},{"path":"FluentlyQwen3-1.7B.Q3_K_S.gguf","risk":"low","format":"gguf","sha256":"8c506e60491c559708b96ec2cd652c83214d95ac0c975cf762c4712555138c4e","lfsSha256":"8c506e60491c559708b96ec2cd652c83214d95ac0c975cf762c4712555138c4e","sizeBytes":1000956608,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"c27119951a07878ff4169f7bd2231f32d0aef3c8","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-c88f2601228bce8c5fae122ff3b407a0d4e242d0c3a4b1159a7400f4e23e0de8","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":"2026-11-05T20:02:00.339Z","evidence_url":"/api/manifests/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf"},"signature_state":"unsigned"},{"path":"FluentlyQwen3-1.7B.Q4_K_M.gguf","risk":"low","role":"weight","format":"gguf","review":{"batchId":"mirror-batch-4add87250aa3453656cb6c804411fb59d41081b4fefde414","approvedAt":"2026-08-29T23:08:29.195Z","approvedBy":"configured-admin","approvalDigest":"sha256:40b9e10b9538188918f110975c725dd8a2744dbc9a4c526d91f0be0f7070b269"},"sha256":"105c13c884e88ef93f9359e2e7f47bc1f6bcb134fe988fec0fd7bb8c64f1e49c","source":{"identity":"mradermacher/FluentlyQwen3-1.7B-GGUF","provider":"huggingface","revision":"99e136a49d86ce9cb883c410a3f0c5817c4e68ae","immutable":true},"required":true,"lfsSha256":"105c13c884e88ef93f9359e2e7f47bc1f6bcb134fe988fec0fd7bb8c64f1e49c","sizeBytes":1282439872,"mirroredAt":"2026-09-02T17:44:02.473Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"105c13c884e88ef93f9359e2e7f47bc1f6bcb134fe988fec0fd7bb8c64f1e49c","externalUrl":null,"scanFindings":[],"sourceSha256":"105c13c884e88ef93f9359e2e7f47bc1f6bcb134fe988fec0fd7bb8c64f1e49c","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:105c13c884e88ef93f9359e2e7f47bc1f6bcb134fe988fec0fd7bb8c64f1e49c","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"FluentlyQwen3-1.7B.Q4_K_M.gguf","digest":"105c13c884e88ef93f9359e2e7f47bc1f6bcb134fe988fec0fd7bb8c64f1e49c","repoId":"mradermacher/FluentlyQwen3-1.7B-GGUF","provider":"huggingface","revision":"99e136a49d86ce9cb883c410a3f0c5817c4e68ae","sizeBytes":1282439872},"sourceRevision":"99e136a49d86ce9cb883c410a3f0c5817c4e68ae","storageProvider":"gcs","storageSizeBytes":1282439872,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"sha256:105c13c884e88ef93f9359e2e7f47bc1f6bcb134fe988fec0fd7bb8c64f1e49c","selectedRepresentationId":"rep-c88f2601228bce8c5fae122ff3b407a0d4e242d0c3a4b1159a7400f4e23e0de8","scanStatus":"passed","licenseDecisionId":"mirror-license-257bc1eefc7952521e6a92b2b2e963b23c04a9635b5814b08dca5b5899545c8e","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf/FluentlyQwen3-1.7B.Q4_K_M.gguf","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-05T20:00:29.477Z","mirrorPublicationId":"mirror-publication-b4cd203a78d4360fcf3d82c8a29fa541","hostingStatus":"hosted","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","sha256Provenance":{"reason":"cohort hydration for mradermacher/FluentlyQwen3-1.7B-GGUF under 713b66f9","observed":{"kind":"hf-lfs","gitOid":"c30e1ea0963ffb9969520d03aa6887da3875db02","sha256":"105c13c884e88ef93f9359e2e7f47bc1f6bcb134fe988fec0fd7bb8c64f1e49c","sizeBytes":1282439872,"externalOid":"105c13c884e88ef93f9359e2e7f47bc1f6bcb134fe988fec0fd7bb8c64f1e49c"},"upstream":{"path":"FluentlyQwen3-1.7B.Q4_K_M.gguf","repoId":"mradermacher/FluentlyQwen3-1.7B-GGUF","provider":"huggingface","revision":"99e136a49d86ce9cb883c410a3f0c5817c4e68ae"},"planDigest":"sha256:1a2ade77158540151b685a5042d89f079899b2a859abf24cd177272f5c8ef87e","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:19116de026dc060202770bc10526d7691d14c0d84f323350c6c245d3f7e81a18","observationId":"packet-observation-23387cd0a9e0aa9233c33bc9d126e3c43bbc82fc7560553b37239fa8dc7781b2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:9280a967570bb48e6132805ff2b523ceffac8ee51184260bb79b271a955ec42a"},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-05T20:02:00.339Z","evidence_url":"/api/manifests/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf"},"signature_state":"signed"},{"path":"FluentlyQwen3-1.7B.Q4_K_S.gguf","risk":"low","format":"gguf","sha256":"ef5b60aedf5c0dfa43dac704912da17e4d1ff2a162897801e66bed57e97af796","lfsSha256":"ef5b60aedf5c0dfa43dac704912da17e4d1ff2a162897801e66bed57e97af796","sizeBytes":1235221184,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"b42884fc503de07884171bdb28739e8379de3537","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-c88f2601228bce8c5fae122ff3b407a0d4e242d0c3a4b1159a7400f4e23e0de8","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":"2026-11-05T20:02:00.339Z","evidence_url":"/api/manifests/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf"},"signature_state":"unsigned"},{"path":"FluentlyQwen3-1.7B.Q5_K_M.gguf","risk":"low","format":"gguf","sha256":"2fd0b385d7875970a0fc4e3c2be88692e92bda0ff9ed181a226c636915e2caab","lfsSha256":"2fd0b385d7875970a0fc4e3c2be88692e92bda0ff9ed181a226c636915e2caab","sizeBytes":1471806144,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"c6623588b29f97f0e69678a7f00b43e7c7a44c7c","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-c88f2601228bce8c5fae122ff3b407a0d4e242d0c3a4b1159a7400f4e23e0de8","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":"2026-11-05T20:02:00.339Z","evidence_url":"/api/manifests/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf"},"signature_state":"unsigned"},{"path":"FluentlyQwen3-1.7B.Q5_K_S.gguf","risk":"low","format":"gguf","sha256":"587714752e220bf3cd2ae8e2201c60a59cb8d77a9d49ac3f3672a52ce1900160","lfsSha256":"587714752e220bf3cd2ae8e2201c60a59cb8d77a9d49ac3f3672a52ce1900160","sizeBytes":1444510400,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"f15aa60c14d7702b066ce7fc8bf783052bb3d40f","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-c88f2601228bce8c5fae122ff3b407a0d4e242d0c3a4b1159a7400f4e23e0de8","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":"2026-11-05T20:02:00.339Z","evidence_url":"/api/manifests/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf"},"signature_state":"unsigned"},{"path":"FluentlyQwen3-1.7B.Q6_K.gguf","risk":"low","format":"gguf","sha256":"a716cf899f9fbb7a5c879363f96930c191169e839787a9a5eefbd480b2047383","lfsSha256":"a716cf899f9fbb7a5c879363f96930c191169e839787a9a5eefbd480b2047383","sizeBytes":1673007808,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"3c856d51c34b018c77210bdc1685559818aa79a6","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-c88f2601228bce8c5fae122ff3b407a0d4e242d0c3a4b1159a7400f4e23e0de8","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":"2026-11-05T20:02:00.339Z","evidence_url":"/api/manifests/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf"},"signature_state":"unsigned"},{"path":"FluentlyQwen3-1.7B.Q8_0.gguf","risk":"low","format":"gguf","sha256":"c300c58be5dc4709c3218797893aa540bdc0fc070c1996c39d7d5bdb0263919f","lfsSha256":"c300c58be5dc4709c3218797893aa540bdc0fc070c1996c39d7d5bdb0263919f","sizeBytes":2165039808,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"f8d861511e3d2323fbf98bd1950d32f41f2ae4c2","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-c88f2601228bce8c5fae122ff3b407a0d4e242d0c3a4b1159a7400f4e23e0de8","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":"2026-11-05T20:02:00.339Z","evidence_url":"/api/manifests/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf"},"signature_state":"unsigned"},{"path":"FluentlyQwen3-1.7B.f16.gguf","risk":"low","format":"gguf","sha256":"d771cc1ef60727ab386d8f020518cc549ae2460b367bc889dff0af918e97a5ce","lfsSha256":"d771cc1ef60727ab386d8f020518cc549ae2460b367bc889dff0af918e97a5ce","sizeBytes":4069679808,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"fe098ccfbb9c3c0ad972d87cab4f9790f22e5807","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-c88f2601228bce8c5fae122ff3b407a0d4e242d0c3a4b1159a7400f4e23e0de8","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":"2026-11-05T20:02:00.339Z","evidence_url":"/api/manifests/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf"},"signature_state":"unsigned"},{"path":"README.md","risk":"low","format":"md","sha256":"","lfsSha256":"","sizeBytes":3676,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"06e076b115b11c58173683454dd1acfadce59331","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-c88f2601228bce8c5fae122ff3b407a0d4e242d0c3a4b1159a7400f4e23e0de8","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":"2026-11-05T20:02:00.339Z","evidence_url":"/api/manifests/hf-model-mradermacher-fluentlyqwen3-1-7b-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":1,"publicFileCount":14,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-05T20:00:29.477Z","listedFileLowerBound":14,"hostingStatus":"hosted","signals":{"size":{"known":true,"bytes":18614601830,"label":"17.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":54,"upstreamStars":0,"label":"54 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mradermacher/FluentlyQwen3-1.7B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/14 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: mradermacher/FluentlyQwen3-1.7B-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":1,"externalFiles":13,"totalFiles":14},"action":{"id":"download","label":"Download exact selected bytes","detail":"The selected immutable representation is byte-complete; runtime compatibility is not established.","href":"/api/v1/artifacts/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf/download-plan"}},"mirrorCompletion":{"status":"partial","hostedFiles":1,"totalFiles":14,"externalFiles":13,"hostedBytes":1282439872,"externalBytes":17332161958,"lowRiskExternalFiles":13,"overFileCapFiles":11,"overBatchCapFiles":8,"directMirrorExternalFiles":13,"directMirrorExternalBytes":17332161958,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[{"path":".gitattributes","sizeBytes":2314,"risk":"low","format":"gitattributes"},{"path":"README.md","sizeBytes":3676,"risk":"low","format":"md"},{"path":"FluentlyQwen3-1.7B.Q2_K.gguf","sizeBytes":879897280,"risk":"low","format":"gguf"},{"path":"FluentlyQwen3-1.7B.Q3_K_S.gguf","sizeBytes":1000956608,"risk":"low","format":"gguf"},{"path":"FluentlyQwen3-1.7B.Q3_K_M.gguf","sizeBytes":1073242816,"risk":"low","format":"gguf"},{"path":"FluentlyQwen3-1.7B.Q3_K_L.gguf","sizeBytes":1137205952,"risk":"low","format":"gguf"},{"path":"FluentlyQwen3-1.7B.IQ4_XS.gguf","sizeBytes":1181588160,"risk":"low","format":"gguf"},{"path":"FluentlyQwen3-1.7B.Q4_K_S.gguf","sizeBytes":1235221184,"risk":"low","format":"gguf"}],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[{"path":"FluentlyQwen3-1.7B.f16.gguf","sizeBytes":4069679808,"risk":"low","format":"gguf","overFileCap":true},{"path":"FluentlyQwen3-1.7B.Q8_0.gguf","sizeBytes":2165039808,"risk":"low","format":"gguf","overFileCap":true},{"path":"FluentlyQwen3-1.7B.Q6_K.gguf","sizeBytes":1673007808,"risk":"low","format":"gguf","overFileCap":true},{"path":"FluentlyQwen3-1.7B.Q5_K_M.gguf","sizeBytes":1471806144,"risk":"low","format":"gguf","overFileCap":true},{"path":"FluentlyQwen3-1.7B.Q5_K_S.gguf","sizeBytes":1444510400,"risk":"low","format":"gguf","overFileCap":true},{"path":"FluentlyQwen3-1.7B.Q4_K_S.gguf","sizeBytes":1235221184,"risk":"low","format":"gguf","overFileCap":true},{"path":"FluentlyQwen3-1.7B.IQ4_XS.gguf","sizeBytes":1181588160,"risk":"low","format":"gguf","overFileCap":true},{"path":"FluentlyQwen3-1.7B.Q3_K_L.gguf","sizeBytes":1137205952,"risk":"low","format":"gguf","overFileCap":true}]},"cardDescription":"An AI model with files and technical details to explore.","licenseLabel":"apache-2.0","recommendedFile":{"path":"FluentlyQwen3-1.7B.Q4_K_M.gguf","fileCount":1,"selectedSizeBytes":1282439872,"files":[{"path":"FluentlyQwen3-1.7B.Q4_K_M.gguf","sizeBytes":1282439872,"downloadUrl":"/api/downloads/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf/FluentlyQwen3-1.7B.Q4_K_M.gguf"}],"sizeBytes":1282439872,"storageSizeBytes":1282439872,"hosted":true,"downloadUrl":"/api/downloads/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf/FluentlyQwen3-1.7B.Q4_K_M.gguf"},"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/mradermacher/FluentlyQwen3-1.7B-GGUF","upstream":{"gated":false,"repoId":"mradermacher/FluentlyQwen3-1.7B-GGUF","private":false,"repoUrl":"https://huggingface.co/mradermacher/FluentlyQwen3-1.7B-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"99e136a49d86ce9cb883c410a3f0c5817c4e68ae","fetchedAt":"2026-08-29T23:08:13.577Z","importMode":"external-catalog","licenseRaw":"apache-2.0"}},"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":"2026-11-05T20:02:00.206Z","serveEvaluationId":"serve-7f5471e52e88130e490de1ac15181334e5bb1ac475a104a19a76f96478a8f4ca","readiness":"ready","downloadReady":true,"mirroredBytes":1282439872,"readinessCheckedAt":"2026-11-05T20:02:00.339Z","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":"2026-11-05T20:02:00.206Z","serveEvaluationId":"serve-7f5471e52e88130e490de1ac15181334e5bb1ac475a104a19a76f96478a8f4ca","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1282439872,"readinessCheckedAt":"2026-11-05T20:02:00.206Z","readinessSource":"file-check","degraded":false,"stale":false},"commandsAvailable":false,"runReady":false,"attribution":"Hosted · published SHA-256 checksums · https://huggingbay.xyz/artifact/hf-model-mradermacher-fluentlyqwen3-1-7b-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."},"repackGrouping":{"role":"member","baseRepo":"fluently/fluentlyqwen3-1.7b","baseId":"hf-model-fluently-fluentlyqwen3-1-7b","otherCount":0,"shownOnBasePage":1,"matchMethod":"card_base_model","hasNameMatches":false},"hosted":true,"pageFacts":{"id":"hf-model-mradermacher-fluentlyqwen3-1-7b-gguf","repo":"mradermacher/FluentlyQwen3-1.7B-GGUF","type":"llm","purpose":"open-weights language model for general","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":"general","label":"general"},"size":{"bytes":18614601830,"label":"18.6 GB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":true,"hostedBytes":1282439872,"hostedLabel":"1.28 GB","hostedSummary":"1 file, 1.28 GB","hostedIsSubset":true,"downloadBytes":1282439872,"downloadLabel":"1.28 GB","recommended":{"path":"FluentlyQwen3-1.7B.Q4_K_M.gguf","fileName":"FluentlyQwen3-1.7B.Q4_K_M.gguf","fileCount":1,"quant":"Q4_K_M","bytes":1282439872,"label":"1.28 GB (Q4_K_M)","variants":12,"basis":"caller-selected"},"parameters":{"totalB":1.7,"activeB":null,"label":"1.7B","activeLabel":"","source":"repo-name"},"sentence":"mradermacher/FluentlyQwen3-1.7B-GGUF has 1.7B parameters. Hosted here: 1 file, 1.28 GB. Full repo upstream: 18.6 GB. The recommended download, FluentlyQwen3-1.7B.Q4_K_M.gguf (Q4_K_M), is 1.28 GB."},"files":{"hosted":1,"total":14,"label":"1 hosted of 14 listed"},"manifestSigning":{"status":"signed","label":"Signed by the harbor","publicKeyUrl":"/api/keys/manifest-signing","keyId":"ed25519:718f9ccff1cef500235425ce","manifestUrl":"/api/manifests/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf","signature":{"version":1,"algorithm":"Ed25519","key_id":"ed25519:718f9ccff1cef500235425ce","canonical_digest":"sha256:989b33d3d60503d4b58e074e8836035e844a443fdf56c88269e74258e8d10148","value":"es_MWw4yebTRHWawu_2ji8C4URKn8mKWYMJWvfmeFfDmQscAqmdqH7DqcpNfKgfkZDO0clMv1GcuU0rMpcUIDQ","signed_at":"2026-11-05T20:02:00.376Z","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 (1 hosted file)","url":"/artifact/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf/files"},"released":{"iso":"2026-06-30","label":"Jun 30, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-08-30","label":"Aug 30, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/mradermacher/FluentlyQwen3-1.7B-GGUF","repoId":"mradermacher/FluentlyQwen3-1.7B-GGUF"},"languages":["en","ru","code"],"baseModel":{"ref":"fluently/FluentlyQwen3-1.7B","url":"https://huggingface.co/fluently/FluentlyQwen3-1.7B","resolveUrl":"/resolve?q=fluently%2FFluentlyQwen3-1.7B"},"paperIds":[],"arxivIds":[],"sameAs":["https://huggingface.co/mradermacher/FluentlyQwen3-1.7B-GGUF"],"creator":{"@type":"Organization","name":"mradermacher","url":"https://huggingface.co/mradermacher","sameAs":["https://huggingface.co/mradermacher"]},"scholarlyArticles":[],"scanStatus":"passed","faq":[{"id":"what-is-it","question":"What is mradermacher/FluentlyQwen3-1.7B-GGUF?","answer":"mradermacher/FluentlyQwen3-1.7B-GGUF is an open-weights language model for general published by mradermacher, added to Hugging Bay Jun 30, 2026. Model from Hugging Face for llm: mradermacher/FluentlyQwen3-1.7B-GGUF · transformers"},{"id":"license","question":"What license does mradermacher/FluentlyQwen3-1.7B-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 mradermacher/FluentlyQwen3-1.7B-GGUF?","answer":"mradermacher/FluentlyQwen3-1.7B-GGUF has 1.7B parameters. Hosted here: 1 file, 1.28 GB. Full repo upstream: 18.6 GB. The recommended download, FluentlyQwen3-1.7B.Q4_K_M.gguf (Q4_K_M), is 1.28 GB."},{"id":"download","question":"Where can I download mradermacher/FluentlyQwen3-1.7B-GGUF?","answer":"Hosted here: 1 file, 1.28 GB. Full repo upstream: 18.6 GB. The original release is at https://huggingface.co/mradermacher/FluentlyQwen3-1.7B-GGUF."},{"id":"safety","question":"File pattern scans","answer":"Automated file-pattern scans flagged nothing; not a safety guarantee. 1 hosted file carries a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will mradermacher/FluentlyQwen3-1.7B-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":{"words":"FluentlyQwen3-1.7B-GGUF is an open-weights language model for general. The primary file is FluentlyQwen3-1.7B.Q4_K_M.gguf (1.28 GB, Q4_K_M). The primary file needs about 2 GB free for the Q4 file (file plus room to run it). License: Apache 2.0. The SHA-256 prefix is 105c13c884e8. The primary Download is available now. No tested run commands for this file yet. See Files for current download availability. The size and hash details refer to the selected file, not every file in the repository. The memory figure is estimated from recorded file size with working room included.","metaDescription":"FluentlyQwen3-1.7B-GGUF · 1.28 GB · Q4_K_M · ~2 GB RAM · License: Apache 2.0 · SHA-256 105c13c884e8 · Download available"},"modelRecipeReceipt":null},"guidedDownloadCard":{"schemaVersion":"hugging-bay.guided-download-card/v2","artifactId":"hf-model-mradermacher-fluentlyqwen3-1-7b-gguf","repo":"mradermacher/FluentlyQwen3-1.7B-GGUF","serveState":"READY","downloadReady":true,"reasonCodes":[],"withheld":{"active":false},"wasmRun":null,"bytesOnStorage":true,"file":{"path":"FluentlyQwen3-1.7B.Q4_K_M.gguf","fileName":"FluentlyQwen3-1.7B.Q4_K_M.gguf","sha256":"105c13c884e88ef93f9359e2e7f47bc1f6bcb134fe988fec0fd7bb8c64f1e49c","bytes":1282439872,"sizeLabel":"1.28 GB","needGb":2,"downloadUrl":"/api/downloads/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf/FluentlyQwen3-1.7B.Q4_K_M.gguf"},"noHostedWeights":false,"notSingleFile":false,"download":{"available":true,"url":"/api/downloads/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf/FluentlyQwen3-1.7B.Q4_K_M.gguf","sizeLabel":"1.28 GB","bytes":1282439872,"fileCount":1,"files":[{"path":"FluentlyQwen3-1.7B.Q4_K_M.gguf","fileName":"FluentlyQwen3-1.7B.Q4_K_M.gguf","sha256":"105c13c884e88ef93f9359e2e7f47bc1f6bcb134fe988fec0fd7bb8c64f1e49c","bytes":1282439872,"sizeLabel":"1.28 GB","needGb":2,"downloadUrl":"/api/downloads/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf/FluentlyQwen3-1.7B.Q4_K_M.gguf"}],"sha256":"105c13c884e88ef93f9359e2e7f47bc1f6bcb134fe988fec0fd7bb8c64f1e49c"},"otherFiles":[],"run":{"available":true,"reason":null,"lmStudioUrl":"https://lmstudio.ai/","terminalCommand":"llama-cli -m './FluentlyQwen3-1.7B.Q4_K_M.gguf' -st -p 'Hello!'","verificationMessage":"Bytes checked · not run here yet"},"paused":{"active":false},"blocked":{"active":false},"unconfirmed":{"active":false},"licenseGate":{"active":false},"checks":{"license":"apache-2.0","licenseLabel":null,"fingerprintMatches":false,"hostedFiles":1,"totalFiles":14},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-11-05T20:02:00.381Z","readiness":"ready","downloadable":true,"downloadStatus":"READY","hostedFileCount":1,"mirroredBytes":1282439872,"readinessCheckedAt":"2026-11-05T20:02:00.381Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T20:02:00.381Z","evidence_url":"/api/manifests/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf"}},"canIRun":true,"modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for having conversations.","confidence":"low","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tags-only"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"fluently/FluentlyQwen3-1.7B"},{"field":"tags","value":"conversational"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"fluently/FluentlyQwen3-1.7B","field":"baseModel"}],"parameters":null,"size":{"bytes":18614601830,"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":"mradermacher/FluentlyQwen3-1.7B-GGUF"}},"runs_here":{"schema_version":1,"artifact_id":"hf-model-mradermacher-fluentlyqwen3-1-7b-gguf","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-mradermacher-fluentlyqwen3-1-7b-gguf","revision":"99e136a49d86ce9cb883c410a3f0c5817c4e68ae","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":"2026-11-05T20:02:00.339Z","evidence_url":"/api/manifests/hf-model-mradermacher-fluentlyqwen3-1-7b-gguf"}}