{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-01T03:16:10.464Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16","repo":"DataScience-UIBK/Argus-Colqwen3.5-9b-v0-bf16","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":17661505098,"readinessCheckedAt":"2026-11-01T03:12:16.568Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":17661505098,"readinessCheckedAt":"2026-11-01T03:12:16.568Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16","owner":"DataScience-UIBK","name":"Argus-Colqwen3.5-9b-v0-bf16","repo":"DataScience-UIBK/Argus-Colqwen3.5-9b-v0-bf16","type":"vision","summary":"Model from Hugging Face for feature extraction: DataScience-UIBK/Argus-Colqwen3.5-9b-v0-bf16 · transformers","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for finding useful details in data.","confidence":"medium","task":"feature-extraction","audience":null,"basis":"recorded-metadata","rules":["task:feature-extraction"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"Qwen/Qwen3.5-VL-9B-Instruct"},{"field":"task","value":"feature-extraction"},{"field":"cardMetadata.pipelineTag","value":"feature-extraction"}],"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":"Qwen/Qwen3.5-VL-9B-Instruct","field":"baseModel"}],"parameters":null,"size":{"bytes":17661565089,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"DataScience-UIBK","sourceUrl":"https://huggingface.co/DataScience-UIBK/Argus-Colqwen3.5-9b-v0-bf16","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","argus_colqwen35","feature-extraction","visual-document-retrieval","colpali","colqwen","text","image","multimodal-embedding","vidore","mixture-of-experts","late-interaction","query-conditioned-routing","custom_code","en","dataset:vidore/colpali_train_set","dataset:llamaindex/vdr-multilingual-train","arxiv:2606.04300","license:apache-2.0"],"task":"feature-extraction","modality":"vision","framework":"transformers","formats":["gitattributes","md","jinja","json","py","safetensors"],"baseModel":"Qwen/Qwen3.5-VL-9B-Instruct","derivedFrom":"Qwen/Qwen3.5-VL-9B-Instruct","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["vidore/colpali_train_set","llamaindex/vdr-multilingual-train"],"paperIds":["2606.04300"],"repoType":"model","baseModel":"Qwen/Qwen3.5-VL-9B-Instruct","languages":["en"],"sourceUrl":"https://huggingface.co/DataScience-UIBK/Argus-Colqwen3.5-9b-v0-bf16","evalResults":[],"libraryName":"transformers","pipelineTag":"feature-extraction","cardDataKeys":["base_model","datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"feature-extraction transformers vision model en vidore/colpali_train_set llamaindex/vdr-multilingual-train qwen/qwen3.5-vl-9b-instruct safetensors visual-document-retrieval image multimodal-embedding","semanticTerms":["feature-extraction","transformers","vision","model","en","vidore/colpali_train_set","llamaindex/vdr-multilingual-train","qwen/qwen3.5-vl-9b-instruct","safetensors","visual-document-retrieval","image","multimodal-embedding"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":10748},{"lfs":false,"path":"chat_template.jinja","sizeBytes":7756},{"lfs":false,"path":"config.json","sizeBytes":3323},{"lfs":false,"path":"configuration_argus.py","sizeBytes":2950},{"lfs":false,"path":"eval_vidore_v1_v2.py","sizeBytes":9002},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":9966612480},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":7674822228},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":67535},{"lfs":false,"path":"modeling_argus.py","sizeBytes":24450},{"lfs":false,"path":"processing_argus.py","sizeBytes":11271},{"lfs":false,"path":"processor_config.json","sizeBytes":1290},{"lfs":true,"path":"tokenizer.json","sizeBytes":19989325},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1161}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":17661565089,"sizeKnown":true,"sizeLabel":"16.4 GB","sizeReason":"","declaredSizeBytes":17661565089,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":410,"stars":2,"citations":0,"updatedAt":"2026-09-23T03:11:06.574Z","createdAt":"2026-09-23T02:43:05.059Z","version":"hf-main","upstream":{"gated":false,"repoId":"DataScience-UIBK/Argus-Colqwen3.5-9b-v0-bf16","private":false,"repoUrl":"https://huggingface.co/DataScience-UIBK/Argus-Colqwen3.5-9b-v0-bf16","disabled":false,"provider":"huggingface","repoType":"model","revision":"69de931026286c253a89d1eeb893f4912ae80e07","fetchedAt":"2026-09-23T02:43:05.057Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-23T03:11:06.574Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":8,"mirroredBytes":17661505098,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"completeRunnable":false,"verified":false,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_d6e819f0763d6fedbcf0b7352f9844612b4195ffb59c804e6f57b8dd4e842d65","artifactId":"hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16","representationId":"rep-1ddd2291749d03481eb36fbfcffc8f349da2cb0e5782fbf6c2d4ff2251e67e71","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-1ddd2291749d03481eb36fbfcffc8f349da2cb0e5782fbf6c2d4ff2251e67e71","artifactId":"hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16","format":"safetensors","source":{"provider":"huggingface","identity":"DataScience-UIBK/Argus-Colqwen3.5-9b-v0-bf16","revision":"69de931026286c253a89d1eeb893f4912ae80e07","immutable":true},"files":[{"path":"chat_template.jinja","role":"template","sizeBytes":7756,"sha256":"sha256:a4aee8afcf2e0711942cf848899be66016f8d14a889ff9ede07bca099c28f715","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c1c40354a49b9b67cbe677ce3a72c4660700efa21985f4c8a9d0f0244f8815d6"},{"path":"config.json","role":"config","sizeBytes":3323,"sha256":"sha256:53f63de1a210921bcf7e226c0b73e5dac97f54753f455a5534157719c5788c2c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e0e532524c1fc3b73cdb4a200240f81efca534333861887ed9eafe81d904b57b"},{"path":"model-00001-of-00002.safetensors","role":"weight","sizeBytes":9966612480,"sha256":"sha256:05c3df726d4bdbc2b962973c2b6d3237b5dc6072fbe3dad527bdde4ceddb5961","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:35330f1ea85b71c5525e1b220687268a19367b1c84040c33e470d73b7b3fb6d9"},{"path":"model-00002-of-00002.safetensors","role":"weight","sizeBytes":7674822228,"sha256":"sha256:b4d0bfaae4c7a4f166e0debc83c5da8896bdb94389b117421306361a69bfc79e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:eab3bd42e73b99327a5a0030c6183d509d5b1132c3236495aae8ba8fb404f47d"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":67535,"sha256":"sha256:afa45ed1a948a56c5a2e190181888b79bcb35ab064c702bd237b6199ca4fb8a7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:caa0f7e020efcfff7f5d7ee2724638b563be724d279d32136a9697ebb4c7b254"},{"path":"processor_config.json","role":"config","sizeBytes":1290,"sha256":"sha256:2fd640a739881c6be03e27b184f1d0de9a2ebaddc6207e97ae0c5a4e0bd50aba","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b964e06bbcf6c23feb2d8d46735db0b6403d7816a2eaad073460cae1ece45f79"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":19989325,"sha256":"sha256:06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a400984ff585727704c61df71764b20e8b5cccf8cedea05eca34e35a3514aff7"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1161,"sha256":"sha256:93ab3968d356ca3bcb07810a995191baeb76b1b46f14af9606fd33d94597eb69","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3178010d1cfe53433fdaa21745c000235dfa9f46695d1878ae1c9a42b09b199e"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:8740ebb8f13c92c22e8dbe317aec02cf59904cf14f733f10a482184bd86d102c","representationDigest":"sha256:9d9fca2a502e9e05d9486116158672ce7a4813dd07875e5d938c39dd160b4b70","evidenceSnapshotDigest":"sha256:db08cb26d7dbe38a571c1715fecaa890d28a90856886f317f4783721c6a275f5","evaluatedAt":"2026-09-23T03:11:06.984Z","authorityVersion":"sha256:2af97fbf4d9fb3b996a0ccf4c60d3d668e896b2f806f1e3ea2f1366daca30809","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":8,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":14,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T03:12:16.568Z","evidence_url":"/api/manifests/hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16"}},"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."},"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":[]},"benchmarkEvidenceSummary":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"hostingStatus":"hosted","hosted":true,"fileCount":14,"publicDownloadableFileCount":8,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":17661565089,"label":"16.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":410,"upstreamStars":2,"label":"410 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":"DataScience-UIBK/Argus-Colqwen3.5-9b-v0-bf16"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/14 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: DataScience-UIBK/Argus-Colqwen3.5-9b-v0-bf16","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":6,"totalFiles":14},"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-datascience-uibk-argus-colqwen3-5-9b-v0-bf16/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"DataScience-UIBK/Argus-Colqwen3.5-9b-v0-bf16"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T03:12:16.568Z","evidence_url":"/api/manifests/hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16/agent-bundle","summary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"self-reported-unqualified","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":[]},"rating":{"count":0,"average":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"categoryAverages":{},"categoryCounts":{},"helpfulCount":0,"reportCount":0,"reportedReviews":0},"verifiedRuns":0,"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"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":"DataScience-UIBK/Argus-Colqwen3.5-9b-v0-bf16"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/14 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: DataScience-UIBK/Argus-Colqwen3.5-9b-v0-bf16","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":6,"totalFiles":14},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16/distribution"},"supportedClaims":["DataScience-UIBK/Argus-Colqwen3.5-9b-v0-bf16 has 0 self-reported, unqualified Hugging Bay community reviews.","DataScience-UIBK/Argus-Colqwen3.5-9b-v0-bf16 has 0 self-reported run claims; none qualify verification during limited availability.","DataScience-UIBK/Argus-Colqwen3.5-9b-v0-bf16 has 0 self-reported benchmark or performance evidence items; none affect product decisions."],"claimBoundaries":["This endpoint is an unqualified evidence record. Its contents do not affect ranking, Finder, facts, request state, badges, cards, JSON-LD, or reputation.","Do not treat missing reviews as negative quality evidence.","Do not claim Hugging Bay hosts artifact files unless hosted/downloadable endpoints show hosted rows.","Do not infer safety, legality, or production readiness beyond the displayed license, trust, scan, and review evidence."]},"actions":{"readFullReviews":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-datascience-uibk-argus-colqwen3-5-9b-v0-bf16/agent-bundle"}},"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."}}