{"stats":{"hostedArtifacts":1,"hostedFiles":14,"hostedBytes":8904780715,"mirroredHfFiles":0,"mirroredModelScopeFiles":0,"publisherUploadedFiles":0,"seededDemoFiles":0,"estimated":true,"scope":"returned-serve-eligible-rows"},"pack":null,"rows":[{"artifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","visibility":"public","owner":"OpenSearch-AI","name":"Ops-Colqwen3-4B","repo":"OpenSearch-AI/Ops-Colqwen3-4B","type":"llm","task":"visual-document-retrieval","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","ops_colqwen3","feature-extraction","multimodal_embedding","embedding","colpali","multilingual-embedding","colqwen3","visual-document-retrieval","custom_code","base_model:qwen/qwen3-vl-4b-instruct","base_model:finetune:qwen/qwen3-vl-4b-instruct","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for visual document retrieval: OpenSearch-AI/Ops-Colqwen3-4B · transformers","baseModel":null,"downloadCount":52380,"filePath":"README.md","format":"md","risk":"low","sizeBytes":5603,"storageSizeBytes":5603,"sha256":"91524e59333d152eb01f25ed3899acde81270e3a829c8448acdfd59690335c76","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-opensearch-ai-ops-colqwen3-4b/README.md","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-opensearch-ai-ops-colqwen3-4b","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-08-28T23:55:35.963Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":5603,"readinessCheckedAt":"2026-10-16T02:06:01.498Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":5603,"readinessCheckedAt":"2026-10-16T02:06:01.498Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"opscolqwen34b||md","size":1,"rank":1,"recommendedArtifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","recommendedFilePath":"README.md","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":true,"downloadUrlResponse":{"status":302,"followRedirects":true}},{"artifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","visibility":"public","owner":"OpenSearch-AI","name":"Ops-Colqwen3-4B","repo":"OpenSearch-AI/Ops-Colqwen3-4B","type":"llm","task":"visual-document-retrieval","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","ops_colqwen3","feature-extraction","multimodal_embedding","embedding","colpali","multilingual-embedding","colqwen3","visual-document-retrieval","custom_code","base_model:qwen/qwen3-vl-4b-instruct","base_model:finetune:qwen/qwen3-vl-4b-instruct","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for visual document retrieval: OpenSearch-AI/Ops-Colqwen3-4B · transformers","baseModel":null,"downloadCount":52380,"filePath":"chat_template.jinja","format":"jinja","risk":"low","sizeBytes":5292,"storageSizeBytes":5292,"sha256":"3636d0f0bd6bef02654cdffdc447b79cb2cef8ab02cc75267345946291a489e4","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-opensearch-ai-ops-colqwen3-4b/chat_template.jinja","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-opensearch-ai-ops-colqwen3-4b","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-08-28T23:55:35.963Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":5292,"readinessCheckedAt":"2026-10-16T02:06:01.498Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":5292,"readinessCheckedAt":"2026-10-16T02:06:01.498Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"opscolqwen34b||jinja","size":1,"rank":1,"recommendedArtifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","recommendedFilePath":"chat_template.jinja","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":true,"downloadUrlResponse":{"status":302,"followRedirects":true}},{"artifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","visibility":"public","owner":"OpenSearch-AI","name":"Ops-Colqwen3-4B","repo":"OpenSearch-AI/Ops-Colqwen3-4B","type":"llm","task":"visual-document-retrieval","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","ops_colqwen3","feature-extraction","multimodal_embedding","embedding","colpali","multilingual-embedding","colqwen3","visual-document-retrieval","custom_code","base_model:qwen/qwen3-vl-4b-instruct","base_model:finetune:qwen/qwen3-vl-4b-instruct","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for visual document retrieval: OpenSearch-AI/Ops-Colqwen3-4B · transformers","baseModel":null,"downloadCount":52380,"filePath":"config.json","format":"json","risk":"low","sizeBytes":1838,"storageSizeBytes":1838,"sha256":"038d311590c71416b6834897cbdb6f7d86e18ce93d48725ee97c6c33bcf21b8b","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-opensearch-ai-ops-colqwen3-4b/config.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-opensearch-ai-ops-colqwen3-4b","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-08-28T23:55:35.963Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1838,"readinessCheckedAt":"2026-10-16T02:06:01.498Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1838,"readinessCheckedAt":"2026-10-16T02:06:01.498Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"opscolqwen34b||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","recommendedFilePath":"added_tokens.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true}},{"artifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","visibility":"public","owner":"OpenSearch-AI","name":"Ops-Colqwen3-4B","repo":"OpenSearch-AI/Ops-Colqwen3-4B","type":"llm","task":"visual-document-retrieval","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","ops_colqwen3","feature-extraction","multimodal_embedding","embedding","colpali","multilingual-embedding","colqwen3","visual-document-retrieval","custom_code","base_model:qwen/qwen3-vl-4b-instruct","base_model:finetune:qwen/qwen3-vl-4b-instruct","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for visual document retrieval: OpenSearch-AI/Ops-Colqwen3-4B · transformers","baseModel":null,"downloadCount":52380,"filePath":"merges.txt","format":"txt","risk":"low","sizeBytes":1671853,"storageSizeBytes":1671853,"sha256":"8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-opensearch-ai-ops-colqwen3-4b/merges.txt","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-opensearch-ai-ops-colqwen3-4b","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-08-28T23:55:35.963Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1671853,"readinessCheckedAt":"2026-10-16T02:06:01.498Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1671853,"readinessCheckedAt":"2026-10-16T02:06:01.498Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"opscolqwen34b||txt","size":1,"rank":1,"recommendedArtifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","recommendedFilePath":"merges.txt","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":true,"downloadUrlResponse":{"status":302,"followRedirects":true}},{"artifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","visibility":"public","owner":"OpenSearch-AI","name":"Ops-Colqwen3-4B","repo":"OpenSearch-AI/Ops-Colqwen3-4B","type":"llm","task":"visual-document-retrieval","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","ops_colqwen3","feature-extraction","multimodal_embedding","embedding","colpali","multilingual-embedding","colqwen3","visual-document-retrieval","custom_code","base_model:qwen/qwen3-vl-4b-instruct","base_model:finetune:qwen/qwen3-vl-4b-instruct","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for visual document retrieval: OpenSearch-AI/Ops-Colqwen3-4B · transformers","baseModel":null,"downloadCount":52380,"filePath":"model-00001-of-00002.safetensors","format":"safetensors","risk":"low","sizeBytes":4990494880,"storageSizeBytes":4990494880,"sha256":"2905b909c01c687780409eadd4a3011543c47ef87df5f6257c1e70dfd1675f16","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-opensearch-ai-ops-colqwen3-4b/model-00001-of-00002.safetensors","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-opensearch-ai-ops-colqwen3-4b","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-08-28T23:55:35.963Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4990494880,"readinessCheckedAt":"2026-10-16T02:06:01.498Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4990494880,"readinessCheckedAt":"2026-10-16T02:06:01.498Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"weight","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"opscolqwen34b||safetensors","size":1,"rank":1,"recommendedArtifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","recommendedFilePath":"model-00001-of-00002.safetensors","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":true,"downloadUrlResponse":{"status":302,"followRedirects":true}},{"artifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","visibility":"public","owner":"OpenSearch-AI","name":"Ops-Colqwen3-4B","repo":"OpenSearch-AI/Ops-Colqwen3-4B","type":"llm","task":"visual-document-retrieval","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","ops_colqwen3","feature-extraction","multimodal_embedding","embedding","colpali","multilingual-embedding","colqwen3","visual-document-retrieval","custom_code","base_model:qwen/qwen3-vl-4b-instruct","base_model:finetune:qwen/qwen3-vl-4b-instruct","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for visual document retrieval: OpenSearch-AI/Ops-Colqwen3-4B · transformers","baseModel":null,"downloadCount":52380,"filePath":"model-00002-of-00002.safetensors","format":"safetensors","risk":"low","sizeBytes":3898332680,"storageSizeBytes":3898332680,"sha256":"901e74232526c101dc88ce9d48cc77230507f47ed49d7ff0c76fe4fbebb20824","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-opensearch-ai-ops-colqwen3-4b/model-00002-of-00002.safetensors","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-opensearch-ai-ops-colqwen3-4b","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-08-28T23:55:35.963Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":3898332680,"readinessCheckedAt":"2026-10-16T02:06:01.498Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":3898332680,"readinessCheckedAt":"2026-10-16T02:06:01.498Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"weight","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"opscolqwen34b||safetensors","size":1,"rank":1,"recommendedArtifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","recommendedFilePath":"model-00001-of-00002.safetensors","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true}},{"artifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","visibility":"public","owner":"OpenSearch-AI","name":"Ops-Colqwen3-4B","repo":"OpenSearch-AI/Ops-Colqwen3-4B","type":"llm","task":"visual-document-retrieval","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","ops_colqwen3","feature-extraction","multimodal_embedding","embedding","colpali","multilingual-embedding","colqwen3","visual-document-retrieval","custom_code","base_model:qwen/qwen3-vl-4b-instruct","base_model:finetune:qwen/qwen3-vl-4b-instruct","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for visual document retrieval: OpenSearch-AI/Ops-Colqwen3-4B · transformers","baseModel":null,"downloadCount":52380,"filePath":"model.safetensors.index.json","format":"json","risk":"low","sizeBytes":60632,"storageSizeBytes":60632,"sha256":"62ccf663cce2482ee0d3cf01f6b62e1f76d2a678f5008ac4251a0af4e231fde4","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-opensearch-ai-ops-colqwen3-4b/model.safetensors.index.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-opensearch-ai-ops-colqwen3-4b","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-08-28T23:55:35.963Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":60632,"readinessCheckedAt":"2026-10-16T02:06:01.498Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":60632,"readinessCheckedAt":"2026-10-16T02:06:01.498Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"opscolqwen34b||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","recommendedFilePath":"added_tokens.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true}},{"artifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","visibility":"public","owner":"OpenSearch-AI","name":"Ops-Colqwen3-4B","repo":"OpenSearch-AI/Ops-Colqwen3-4B","type":"llm","task":"visual-document-retrieval","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","ops_colqwen3","feature-extraction","multimodal_embedding","embedding","colpali","multilingual-embedding","colqwen3","visual-document-retrieval","custom_code","base_model:qwen/qwen3-vl-4b-instruct","base_model:finetune:qwen/qwen3-vl-4b-instruct","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for visual document retrieval: OpenSearch-AI/Ops-Colqwen3-4B · transformers","baseModel":null,"downloadCount":52380,"filePath":"preprocessor_config.json","format":"json","risk":"low","sizeBytes":831,"storageSizeBytes":831,"sha256":"e119dd9df9b914988b6b1e957b7101bb28520362291447a84bffc5387f391af6","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-opensearch-ai-ops-colqwen3-4b/preprocessor_config.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-opensearch-ai-ops-colqwen3-4b","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-08-28T23:55:35.963Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":831,"readinessCheckedAt":"2026-10-16T02:06:01.499Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":831,"readinessCheckedAt":"2026-10-16T02:06:01.499Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"opscolqwen34b||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","recommendedFilePath":"added_tokens.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true}},{"artifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","visibility":"public","owner":"OpenSearch-AI","name":"Ops-Colqwen3-4B","repo":"OpenSearch-AI/Ops-Colqwen3-4B","type":"llm","task":"visual-document-retrieval","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","ops_colqwen3","feature-extraction","multimodal_embedding","embedding","colpali","multilingual-embedding","colqwen3","visual-document-retrieval","custom_code","base_model:qwen/qwen3-vl-4b-instruct","base_model:finetune:qwen/qwen3-vl-4b-instruct","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for visual document retrieval: OpenSearch-AI/Ops-Colqwen3-4B · transformers","baseModel":null,"downloadCount":52380,"filePath":"tokenizer_config.json","format":"json","risk":"low","sizeBytes":5480,"storageSizeBytes":5480,"sha256":"b77468628b7845f81d6705b8c68fe3ea2aca320204b0dcc5a1f2a9c0b506058c","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-opensearch-ai-ops-colqwen3-4b/tokenizer_config.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-opensearch-ai-ops-colqwen3-4b","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-08-28T23:55:35.963Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":5480,"readinessCheckedAt":"2026-10-16T02:06:01.499Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":5480,"readinessCheckedAt":"2026-10-16T02:06:01.499Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"opscolqwen34b||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","recommendedFilePath":"added_tokens.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true}},{"artifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","visibility":"public","owner":"OpenSearch-AI","name":"Ops-Colqwen3-4B","repo":"OpenSearch-AI/Ops-Colqwen3-4B","type":"llm","task":"visual-document-retrieval","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","ops_colqwen3","feature-extraction","multimodal_embedding","embedding","colpali","multilingual-embedding","colqwen3","visual-document-retrieval","custom_code","base_model:qwen/qwen3-vl-4b-instruct","base_model:finetune:qwen/qwen3-vl-4b-instruct","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for visual document retrieval: OpenSearch-AI/Ops-Colqwen3-4B · transformers","baseModel":null,"downloadCount":52380,"filePath":"video_preprocessor_config.json","format":"json","risk":"low","sizeBytes":819,"storageSizeBytes":819,"sha256":"877111c3cf35151a15a991643d89cfa96a7fc20e9efe12bd47f1fea746b26d4a","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-opensearch-ai-ops-colqwen3-4b/video_preprocessor_config.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-opensearch-ai-ops-colqwen3-4b","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-08-28T23:55:35.963Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":819,"readinessCheckedAt":"2026-10-16T02:06:01.499Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":819,"readinessCheckedAt":"2026-10-16T02:06:01.499Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"opscolqwen34b||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","recommendedFilePath":"added_tokens.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true}},{"artifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","visibility":"public","owner":"OpenSearch-AI","name":"Ops-Colqwen3-4B","repo":"OpenSearch-AI/Ops-Colqwen3-4B","type":"llm","task":"visual-document-retrieval","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","ops_colqwen3","feature-extraction","multimodal_embedding","embedding","colpali","multilingual-embedding","colqwen3","visual-document-retrieval","custom_code","base_model:qwen/qwen3-vl-4b-instruct","base_model:finetune:qwen/qwen3-vl-4b-instruct","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for visual document retrieval: OpenSearch-AI/Ops-Colqwen3-4B · transformers","baseModel":null,"downloadCount":52380,"filePath":"vocab.json","format":"json","risk":"low","sizeBytes":2776833,"storageSizeBytes":2776833,"sha256":"ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-opensearch-ai-ops-colqwen3-4b/vocab.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-opensearch-ai-ops-colqwen3-4b","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-08-28T23:55:35.963Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":2776833,"readinessCheckedAt":"2026-10-16T02:06:01.499Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":2776833,"readinessCheckedAt":"2026-10-16T02:06:01.499Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"opscolqwen34b||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","recommendedFilePath":"added_tokens.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true}},{"artifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","visibility":"public","owner":"OpenSearch-AI","name":"Ops-Colqwen3-4B","repo":"OpenSearch-AI/Ops-Colqwen3-4B","type":"llm","task":"visual-document-retrieval","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","ops_colqwen3","feature-extraction","multimodal_embedding","embedding","colpali","multilingual-embedding","colqwen3","visual-document-retrieval","custom_code","base_model:qwen/qwen3-vl-4b-instruct","base_model:finetune:qwen/qwen3-vl-4b-instruct","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for visual document retrieval: OpenSearch-AI/Ops-Colqwen3-4B · transformers","baseModel":null,"downloadCount":52380,"filePath":"added_tokens.json","format":"json","risk":"low","sizeBytes":707,"storageSizeBytes":707,"sha256":"c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-opensearch-ai-ops-colqwen3-4b/added_tokens.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-opensearch-ai-ops-colqwen3-4b","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-08-28T23:55:35.963Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":707,"readinessCheckedAt":"2026-10-16T02:06:01.499Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":707,"readinessCheckedAt":"2026-10-16T02:06:01.499Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"opscolqwen34b||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","recommendedFilePath":"added_tokens.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":true,"downloadUrlResponse":{"status":302,"followRedirects":true}},{"artifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","visibility":"public","owner":"OpenSearch-AI","name":"Ops-Colqwen3-4B","repo":"OpenSearch-AI/Ops-Colqwen3-4B","type":"llm","task":"visual-document-retrieval","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","ops_colqwen3","feature-extraction","multimodal_embedding","embedding","colpali","multilingual-embedding","colqwen3","visual-document-retrieval","custom_code","base_model:qwen/qwen3-vl-4b-instruct","base_model:finetune:qwen/qwen3-vl-4b-instruct","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for visual document retrieval: OpenSearch-AI/Ops-Colqwen3-4B · transformers","baseModel":null,"downloadCount":52380,"filePath":"special_tokens_map.json","format":"json","risk":"low","sizeBytes":613,"storageSizeBytes":613,"sha256":"76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-opensearch-ai-ops-colqwen3-4b/special_tokens_map.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-opensearch-ai-ops-colqwen3-4b","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-08-28T23:55:35.963Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":613,"readinessCheckedAt":"2026-10-16T02:06:01.499Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":613,"readinessCheckedAt":"2026-10-16T02:06:01.499Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"opscolqwen34b||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","recommendedFilePath":"added_tokens.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true}},{"artifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","visibility":"public","owner":"OpenSearch-AI","name":"Ops-Colqwen3-4B","repo":"OpenSearch-AI/Ops-Colqwen3-4B","type":"llm","task":"visual-document-retrieval","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","ops_colqwen3","feature-extraction","multimodal_embedding","embedding","colpali","multilingual-embedding","colqwen3","visual-document-retrieval","custom_code","base_model:qwen/qwen3-vl-4b-instruct","base_model:finetune:qwen/qwen3-vl-4b-instruct","license:apache-2.0","region:us","llm"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for visual document retrieval: OpenSearch-AI/Ops-Colqwen3-4B · transformers","baseModel":null,"downloadCount":52380,"filePath":"tokenizer.json","format":"json","risk":"low","sizeBytes":11422654,"storageSizeBytes":11422654,"sha256":"aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4","byteVerifiedAt":null,"sourceKind":"mirrored-upstream","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-opensearch-ai-ops-colqwen3-4b/tokenizer.json","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-opensearch-ai-ops-colqwen3-4b","manifestKeyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","serveDecision":{"state":"READY","reasonCodes":[],"policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-08-28T23:55:35.963Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":11422654,"readinessCheckedAt":"2026-10-16T02:06:01.499Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-16T02:06:01.489Z","serveEvaluationId":"serve-7448430c950b2a5971c13c3d2118441d1979eee30afff554c451e3d240a37569","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":11422654,"readinessCheckedAt":"2026-10-16T02:06:01.499Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"role":"support","default":false,"recommended":false,"recommendedReason":null,"recommendedReasonText":null,"duplicateGroup":{"key":"opscolqwen34b||json","size":1,"rank":1,"recommendedArtifactId":"hf-model-opensearch-ai-ops-colqwen3-4b","recommendedFilePath":"added_tokens.json","policy":"hugging-bay.duplicate-ready-tiebreak/v1"},"preferredCopy":false,"downloadUrlResponse":{"status":302,"followRedirects":true}}],"walkUrl":"/api/downloadable-files?cursor=0&limit=200","generatedAt":"2026-10-16T02:06:01.512Z","recommendation":{"defaultFilePolicy":"GGUF Q4_K_M, Q5_K_M, smallest valid Q4, then other GGUF; safetensors; ONNX set; bin or pt. Side files and standalone shards excluded.","copyPolicy":"hugging-bay.duplicate-ready-tiebreak/v1","policy":"hugging-bay.duplicate-ready-tiebreak/v1","order":["official-publisher","most-downloaded","smallest-file"]},"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."}}