{"id":"hf-model-isvalorum-qwen3-8-35b-a3b-distill-mtp-apex-i-miniplus-v2-1-gguf","name":"Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF","tags":["huggingface-import","external-catalog","model","apache-2.0","gguf","quantized","quantization","apex","apex-quant","custom-quantization","unsloth-studio","moe","reasoning","llama.cpp","qwen35moe","text-generation","en","zh","es","fr","de","pt","it","ru"],"task":"text-generation","type":"llm","evals":[],"owner":"IsValorum","stars":10,"formats":["gitattributes","gguf","md"],"hosting":{"status":"blocked","totalFiles":5,"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 text generation: IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF · gguf","version":"hf-main","modality":"text","upstream":{"gated":false,"repoId":"IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF","private":false,"repoUrl":"https://huggingface.co/IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"4e1d83d4046a281b62a867996248ab43d471e027","fetchedAt":"2026-09-22T01:17:59.888Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"versions":[{"commit":"4e1d83d","version":"hf-main","releasedAt":"2026-09-21T20:09:12.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"baseModel":"empero-ai/Qwen3.8-35B-A3B-Distill","citations":0,"createdAt":"2026-09-22T01:17:59.891Z","fileCount":5,"framework":"gguf","publisher":"IsValorum","sizeBytes":17356169078,"sourceUrl":"https://huggingface.co/IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF","updatedAt":"2026-09-21T20:09:12.000Z","scanStatus":"pending","visibility":"public","derivedFrom":"empero-ai/Qwen3.8-35B-A3B-Distill","description":"External Hugging Face catalog record for IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF. Task: text generation. Library: gguf. Languages: en, zh, es, fr, de, pt, it, ru. Base model: empero-ai/Qwen3.8-35B-A3B-Distill. Popularity signal at import: 4,841 downloads and 10 likes.","mirrorCount":0,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-09-22T01:17:59.891Z.","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":"empero-ai/Qwen3.8-35B-A3B-Distill","languages":["en","zh","es","fr","de","pt","it","ru","ja","ko","vi","th"],"sourceUrl":"https://huggingface.co/IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF","evalResults":[],"libraryName":"gguf","pipelineTag":"text-generation","cardDataKeys":["base_model","language","library_name","license","pipeline_tag","quantized_by","tags"],"semanticText":"text-generation gguf llm model en zh es fr de pt it ru ja ko vi th empero-ai/qwen3.8-35b-a3b-distill","semanticTerms":["text-generation","gguf","llm","model","en","zh","es","fr","de","pt","it","ru","ja","ko","vi","th","empero-ai/qwen3.8-35b-a3b-distill"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1822},{"lfs":true,"path":"Qwen3.8-35B-A3B-Distill.APEX-I-MiniPlus-V2.1.gguf","sizeBytes":14751301344},{"lfs":false,"path":"README.md","sizeBytes":21080},{"lfs":true,"path":"mmproj-Q8_0.gguf","sizeBytes":614194720},{"lfs":true,"path":"mtp-Qwen3.8-35B-A3B-Distill-Q8_0.gguf","sizeBytes":1990650112}],"modelIndexNames":[]},"releaseGates":{"scan":"pending","files":"pending","license":"passed","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":4841,"hostedFileCount":0,"cardCompleteness":96,"externalFileCount":5,"verificationStatus":"pending","requestedVisibility":"public","repo":"IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF","files":[{"path":".gitattributes","risk":"low","format":"gitattributes","sha256":"","lfsSha256":"","sizeBytes":1822,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"cc48da15e0c76db4f2e134230f52773e3ba6677a","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-07T06:00:28.280Z","evidence_url":"/api/manifests/hf-model-isvalorum-qwen3-8-35b-a3b-distill-mtp-apex-i-miniplus-v2-1-gguf"},"signature_state":"unsigned"},{"path":"Qwen3.8-35B-A3B-Distill.APEX-I-MiniPlus-V2.1.gguf","risk":"low","format":"gguf","sha256":"58f70141bc735cf54e6d14ede0d294efbe2450c401184f5eda0662120bf7481d","lfsSha256":"58f70141bc735cf54e6d14ede0d294efbe2450c401184f5eda0662120bf7481d","sizeBytes":14751301344,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"6d505dfd83b29c7f580370bd9d8b4f5643804d82","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-07T06:00:28.280Z","evidence_url":"/api/manifests/hf-model-isvalorum-qwen3-8-35b-a3b-distill-mtp-apex-i-miniplus-v2-1-gguf"},"signature_state":"unsigned"},{"path":"README.md","risk":"low","format":"md","sha256":"","lfsSha256":"","sizeBytes":21080,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"d566f34fbad5c671336fc9974982d06823ed5005","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-07T06:00:28.280Z","evidence_url":"/api/manifests/hf-model-isvalorum-qwen3-8-35b-a3b-distill-mtp-apex-i-miniplus-v2-1-gguf"},"signature_state":"unsigned"},{"path":"mmproj-Q8_0.gguf","risk":"low","format":"gguf","sha256":"d526b0a3910992e2af1cf56aae8785f7f38942e7a875e60590f7049b5c7112ca","lfsSha256":"d526b0a3910992e2af1cf56aae8785f7f38942e7a875e60590f7049b5c7112ca","sizeBytes":614194720,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"d526b0a3910992e2af1cf56aae8785f7f38942e7a875e60590f7049b5c7112ca","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","sha256Provenance":{"reason":"cohort hydration for IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF","observed":{"kind":"hf-lfs","gitOid":"2a98a4cf9aa74de4ab8395476e0a755feb6a12fc","sha256":"d526b0a3910992e2af1cf56aae8785f7f38942e7a875e60590f7049b5c7112ca","sizeBytes":614194720,"externalOid":"d526b0a3910992e2af1cf56aae8785f7f38942e7a875e60590f7049b5c7112ca"},"upstream":{"path":"mmproj-Q8_0.gguf","repoId":"IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF","provider":"huggingface","revision":"4e1d83d4046a281b62a867996248ab43d471e027"},"planDigest":"sha256:24d731571a9e24c1d14b77dce07217fb94525772f1dace2ed65854d1792a2c3d","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:7417c861a45c5a4633bf93bb746dfbb8a28be3247fa7c048cd15eb9f8c1dc6a2","observationId":"packet-observation-affa396531d4074789d9f8c34882f8cdb7f5e31f1497721ae18729f8d25f3bc3","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:130142b234d0750f178691d82b1e162cd4004f7f845b5613a972f86e70bf1cbd"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-07T06:00:28.280Z","evidence_url":"/api/manifests/hf-model-isvalorum-qwen3-8-35b-a3b-distill-mtp-apex-i-miniplus-v2-1-gguf"},"signature_state":"unsigned"},{"path":"mtp-Qwen3.8-35B-A3B-Distill-Q8_0.gguf","risk":"low","format":"gguf","sha256":"6dc07405819c36492fc32ce40a2c709f647e0d2284facbbb6cca72b929e25021","lfsSha256":"6dc07405819c36492fc32ce40a2c709f647e0d2284facbbb6cca72b929e25021","sizeBytes":1990650112,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"6dc07405819c36492fc32ce40a2c709f647e0d2284facbbb6cca72b929e25021","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","sha256Provenance":{"reason":"cohort hydration for IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF","observed":{"kind":"hf-lfs","gitOid":"5da3b93cd5e1459a622f95bf7d3732e2a891d893","sha256":"6dc07405819c36492fc32ce40a2c709f647e0d2284facbbb6cca72b929e25021","sizeBytes":1990650112,"externalOid":"6dc07405819c36492fc32ce40a2c709f647e0d2284facbbb6cca72b929e25021"},"upstream":{"path":"mtp-Qwen3.8-35B-A3B-Distill-Q8_0.gguf","repoId":"IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF","provider":"huggingface","revision":"4e1d83d4046a281b62a867996248ab43d471e027"},"planDigest":"sha256:24d731571a9e24c1d14b77dce07217fb94525772f1dace2ed65854d1792a2c3d","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:7417c861a45c5a4633bf93bb746dfbb8a28be3247fa7c048cd15eb9f8c1dc6a2","observationId":"packet-observation-affa396531d4074789d9f8c34882f8cdb7f5e31f1497721ae18729f8d25f3bc3","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:130142b234d0750f178691d82b1e162cd4004f7f845b5613a972f86e70bf1cbd"},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-07T06:00:28.280Z","evidence_url":"/api/manifests/hf-model-isvalorum-qwen3-8-35b-a3b-distill-mtp-apex-i-miniplus-v2-1-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":5,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-07T05:59:19.113Z","webUrl":"https://huggingbay.xyz/artifact/hf-model-isvalorum-qwen3-8-35b-a3b-distill-mtp-apex-i-miniplus-v2-1-gguf","listedFileLowerBound":5,"hostingStatus":"blocked","signals":{"size":{"known":true,"bytes":17356169078,"label":"16.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":4841,"upstreamStars":10,"label":"4.8K 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":"IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-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: IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-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":5,"totalFiles":5},"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-isvalorum-qwen3-8-35b-a3b-distill-mtp-apex-i-miniplus-v2-1-gguf/mirrors"}},"mirrorCompletion":{"status":"external","hostedFiles":0,"totalFiles":5,"externalFiles":5,"hostedBytes":0,"externalBytes":17356169078,"lowRiskExternalFiles":5,"overFileCapFiles":3,"overBatchCapFiles":2,"directMirrorExternalFiles":4,"directMirrorExternalBytes":2604867734,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[{"path":".gitattributes","sizeBytes":1822,"risk":"low","format":"gitattributes"},{"path":"README.md","sizeBytes":21080,"risk":"low","format":"md"},{"path":"mmproj-Q8_0.gguf","sizeBytes":614194720,"risk":"low","format":"gguf"},{"path":"mtp-Qwen3.8-35B-A3B-Distill-Q8_0.gguf","sizeBytes":1990650112,"risk":"low","format":"gguf"}],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[{"path":"Qwen3.8-35B-A3B-Distill.APEX-I-MiniPlus-V2.1.gguf","sizeBytes":14751301344,"risk":"low","format":"gguf","overFileCap":true},{"path":"mtp-Qwen3.8-35B-A3B-Distill-Q8_0.gguf","sizeBytes":1990650112,"risk":"low","format":"gguf","overFileCap":true},{"path":"mmproj-Q8_0.gguf","sizeBytes":614194720,"risk":"low","format":"gguf","overFileCap":true},{"path":"README.md","sizeBytes":21080,"risk":"low","format":"md","overFileCap":false},{"path":".gitattributes","sizeBytes":1822,"risk":"low","format":"gitattributes","overFileCap":false}]},"cardDescription":"Generates text by continuing a prompt.","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/IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF","upstream":{"gated":false,"repoId":"IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF","private":false,"repoUrl":"https://huggingface.co/IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"4e1d83d4046a281b62a867996248ab43d471e027","fetchedAt":"2026-09-22T01:17:59.888Z","importMode":"external-catalog","licenseRaw":"apache-2.0"}},"gateStatus":"ungated","downloadable":false,"downloadStatus":"BLOCKED","reasonCodes":["incomplete-manifest","no-tested-run-plan","unverified-bytes"],"reason":"Files withheld — not faked. This model is listed, but we haven't confirmed its download files, so no download URLs are published. What's missing: file manifest — not final; downloadable files — 0 confirmed; run plan — not tested.","serveEvaluatedAt":"2026-11-07T06:00:28.156Z","serveEvaluationId":"serve-3203ae518120aa24277a96025e0d3645257b7abdfbec858665dfc995ebdc700f","readiness":"blocked","downloadReady":false,"mirroredBytes":0,"readinessCheckedAt":"2026-11-07T06:00:28.280Z","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":"2026-11-07T06:00:28.156Z","serveEvaluationId":"serve-3203ae518120aa24277a96025e0d3645257b7abdfbec858665dfc995ebdc700f","readiness":"blocked","downloadReady":false,"hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-07T06:00:28.156Z","readinessSource":"file-check","degraded":false,"stale":false},"commandsAvailable":false,"runReady":false,"attribution":"Cataloged open AI model · https://huggingbay.xyz/artifact/hf-model-isvalorum-qwen3-8-35b-a3b-distill-mtp-apex-i-miniplus-v2-1-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-isvalorum-qwen3-8-35b-a3b-distill-mtp-apex-i-miniplus-v2-1-gguf","repo":"IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF","type":"llm","purpose":"open-weights language model for text generation","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":"text-generation","label":"text generation"},"size":{"bytes":17356169078,"label":"17.4 GB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":false,"hostedBytes":0,"hostedLabel":"size unknown","hostedSummary":"availability unknown","hostedIsSubset":false,"downloadBytes":0,"downloadLabel":"","recommended":{"path":"mmproj-Q8_0.gguf","fileName":"mmproj-Q8_0.gguf","fileCount":1,"quant":"Q8_0","bytes":614194720,"label":"614.2 MB (Q8_0)","variants":3,"basis":"smallest-variant-no-hardware"},"parameters":{"totalB":35,"activeB":3,"label":"35B","activeLabel":"3B","source":"repo-name"},"sentence":"IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF has 35B parameters (3B active per token). Hosted here: availability unknown. Full repo upstream: 17.4 GB. The recommended download, mmproj-Q8_0.gguf (Q8_0), is 614.2 MB."},"files":{"hosted":0,"total":5,"label":"0 hosted of 5 listed"},"download":{"status":"blocked","gated":"serve","label":"Downloadable files: 0 confirmed","url":""},"released":{"iso":"2026-09-22","label":"Sep 22, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-09-21","label":"Sep 21, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF","repoId":"IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF"},"languages":["en","zh","es","fr","de","pt","it","ru","ja","ko","vi","th"],"baseModel":{"ref":"empero-ai/Qwen3.8-35B-A3B-Distill","url":"https://huggingface.co/empero-ai/Qwen3.8-35B-A3B-Distill","resolveUrl":"/resolve?q=empero-ai%2FQwen3.8-35B-A3B-Distill"},"paperIds":[],"arxivIds":[],"sameAs":["https://huggingface.co/IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF"],"creator":{"@type":"Organization","name":"IsValorum","url":"https://huggingface.co/IsValorum","sameAs":["https://huggingface.co/IsValorum"]},"scholarlyArticles":[],"scanStatus":"pending","faq":[{"id":"what-is-it","question":"What is IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF?","answer":"IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF is an open-weights language model for text generation published by IsValorum, added to Hugging Bay Sep 22, 2026. Model from Hugging Face for text generation: IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF · gguf"},{"id":"license","question":"What license does IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-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 IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF?","answer":"IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF has 35B parameters (3B active per token). Hosted here: availability unknown. Full repo upstream: 17.4 GB. The recommended download, mmproj-Q8_0.gguf (Q8_0), is 614.2 MB."},{"id":"download","question":"Where can I download IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-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 5 files."},{"id":"safety","question":"Has IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-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-isvalorum-qwen3-8-35b-a3b-distill-mtp-apex-i-miniplus-v2-1-gguf/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-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-isvalorum-qwen3-8-35b-a3b-distill-mtp-apex-i-miniplus-v2-1-gguf","repo":"IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-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":5},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-11-07T06:00:28.283Z","readiness":"blocked","downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-07T06:00:28.283Z","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":"2026-11-07T06:00:28.283Z","evidence_url":"/api/manifests/hf-model-isvalorum-qwen3-8-35b-a3b-distill-mtp-apex-i-miniplus-v2-1-gguf"}},"canIRun":true,"modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for generating text.","confidence":"medium","task":"text-generation","audience":null,"basis":"recorded-metadata","rules":["task:text-generation"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"empero-ai/Qwen3.8-35B-A3B-Distill"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"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":"empero-ai/Qwen3.8-35B-A3B-Distill","field":"baseModel"}],"parameters":null,"size":{"bytes":17356169078,"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":"IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF"}},"runs_here":{"schema_version":1,"artifact_id":"hf-model-isvalorum-qwen3-8-35b-a3b-distill-mtp-apex-i-miniplus-v2-1-gguf","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-isvalorum-qwen3-8-35b-a3b-distill-mtp-apex-i-miniplus-v2-1-gguf","revision":"4e1d83d4046a281b62a867996248ab43d471e027","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":"2026-11-07T06:00:28.280Z","evidence_url":"/api/manifests/hf-model-isvalorum-qwen3-8-35b-a3b-distill-mtp-apex-i-miniplus-v2-1-gguf"}}