{"id":"hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k","name":"CLIP-ViT-H-14-laion2B-s32B-b79K","tags":["huggingface-import","external-catalog","model","mit","open_clip","pytorch","safetensors","clip","zero-shot-image-classification","arxiv:1910.04867","license:mit","region:us","vision"],"task":"zero-shot-image-classification","type":"vision","evals":[],"owner":"laion","stars":483,"formats":["gitattributes","md","json","txt","safetensors","bin"],"hosting":{"status":"hosted","totalFiles":28,"hostedFiles":14,"mirroredBytes":15782126235,"mirroredFiles":14,"hostedFilesAuthority":"live-serve-decision","hosted":true,"downloadable":true,"readyFileCount":14,"serveAuthority":"live-serve-decision","downloadReady":true},"license":"mit","summary":"Model from Hugging Face for zero shot image classification: laion/CLIP-ViT-H-14-laion2B-s32B-b79K · open clip","version":"hf-main","modality":"vision","upstream":{"gated":false,"repoId":"laion/CLIP-ViT-H-14-laion2B-s32B-b79K","private":false,"repoUrl":"https://huggingface.co/laion/CLIP-ViT-H-14-laion2B-s32B-b79K","disabled":false,"provider":"huggingface","repoType":"model","revision":"1c2b8495b28150b8a4922ee1c8edee224c284c0c","fetchedAt":"2026-09-30T03:53:45.926Z","importMode":"external-catalog","licenseRaw":"mit","licenseDeclared":"mit","mirrorLicensePolicy":"permissive"},"versions":[{"commit":"1c2b849","version":"hf-main","releasedAt":"2025-01-22T04:38:44.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"citations":0,"createdAt":"2026-06-29T22:21:12.580Z","fileCount":28,"framework":"open_clip","publisher":"laion","sizeBytes":15782126235,"sourceUrl":"https://huggingface.co/laion/CLIP-ViT-H-14-laion2B-s32B-b79K","updatedAt":"2025-01-22T04:38:44.000Z","scanStatus":"pending","visibility":"public","description":"External Hugging Face catalog record for laion/CLIP-ViT-H-14-laion2B-s32B-b79K. Task: zero shot image classification. Library: open clip. Files we host have a published SHA-256.","mirrorCount":0,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-09-30T03:53:46.013Z.","Upstream license: mit. Mirror admission policy: permissive (owner policy; no license rights inferred).","Not locally hosted, mirrored, signed, or rescanned by Hugging Bay."],"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":["1910.04867"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/laion/CLIP-ViT-H-14-laion2B-s32B-b79K","evalResults":[],"libraryName":"open_clip","pipelineTag":"zero-shot-image-classification","cardDataKeys":["library_name","license","pipeline_tag","widget"],"semanticText":"zero-shot-image-classification open_clip vision model safetensors","semanticTerms":["zero-shot-image-classification","open_clip","vision","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1574},{"lfs":false,"path":"README.md","sizeBytes":8209},{"lfs":false,"path":"config.json","sizeBytes":4725},{"lfs":false,"path":"merges.txt","sizeBytes":524618},{"lfs":true,"path":"model.safetensors","sizeBytes":3944552236},{"lfs":false,"path":"open_clip_config.json","sizeBytes":637},{"lfs":true,"path":"open_clip_model.safetensors","sizeBytes":3944517836},{"lfs":true,"path":"open_clip_pytorch_model.bin","sizeBytes":3944692325},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":316},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":3944736097},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":389},{"lfs":false,"path":"tokenizer.json","sizeBytes":2224041},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":904},{"lfs":false,"path":"vocab.json","sizeBytes":862328}],"modelIndexNames":[]},"releaseGates":{"scan":"pending","files":"pending","license":"passed","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":409958,"hostedFileCount":14,"cardCompleteness":89,"externalFileCount":14,"verificationStatus":"pending","requestedVisibility":"public","repo":"laion/CLIP-ViT-H-14-laion2B-s32B-b79K","files":[{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_24fdd5acbcf5e5111be5de60e24b5473fc1b6239a2e0e1c4d7cc60faffbfaedd","policyDigest":"sha256:1e2b4358e9187a034723990fbe0eee8782c12af033242bb9e490219b0018d7be","publicationId":"hbeol_24fdd5acbcf5e5111be5de60e24b5473fc1b6239a2e0e1c4d7cc60faffbfaedd","payloadReadsPerformed":0,"securityScanPerformed":false},"path":".gitattributes","sizeBytes":1574,"storageSizeBytes":1574,"format":"gitattributes","sha256":"cd612b5f226c6fa299e099779459d37c79cb841132b3589363b4a144cce1c275","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"431e737df0db4099ffa997aa9e6d122b7c71698a","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_24fdd5acbcf5e5111be5de60e24b5473fc1b6239a2e0e1c4d7cc60faffbfaedd","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:1e2b4358e9187a034723990fbe0eee8782c12af033242bb9e490219b0018d7be","existingObjectRegistrationId":"hbeoa_24fdd5acbcf5e5111be5de60e24b5473fc1b6239a2e0e1c4d7cc60faffbfaedd","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/.gitattributes","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T17:48:23.767Z","evidence_url":"/api/manifests/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_76ab621b7fbf50b0ee0d509dbce00508794ebd635b22afbd04d2f5e68d2ca999","policyDigest":"sha256:1e2b4358e9187a034723990fbe0eee8782c12af033242bb9e490219b0018d7be","publicationId":"hbeol_76ab621b7fbf50b0ee0d509dbce00508794ebd635b22afbd04d2f5e68d2ca999","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"README.md","sizeBytes":8209,"storageSizeBytes":8209,"format":"md","sha256":"14db420f00ddf78a07194dc4cdc57977d979e0f2c34994137679046defdf6577","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"72f888ab1ebb47ed8f8ca0f59a90a1d0bbfa9e23","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_76ab621b7fbf50b0ee0d509dbce00508794ebd635b22afbd04d2f5e68d2ca999","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:1e2b4358e9187a034723990fbe0eee8782c12af033242bb9e490219b0018d7be","existingObjectRegistrationId":"hbeoa_76ab621b7fbf50b0ee0d509dbce00508794ebd635b22afbd04d2f5e68d2ca999","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/README.md","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T17:48:23.767Z","evidence_url":"/api/manifests/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_8a8ff691319731092ef9d7d7437ac7aa4b7465b23287b931003fd046d94e6d43","policyDigest":"sha256:c0e741710c4d560511bfe3fa510e184299c31399d1ce50c7b3e6b288b6aa909a","publicationId":"hbeol_8a8ff691319731092ef9d7d7437ac7aa4b7465b23287b931003fd046d94e6d43","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"config.json","sizeBytes":4725,"storageSizeBytes":4725,"format":"json","sha256":"50150597fccadc90f3198d1c2caf2c41d88a40908c38fb428ea56c249b501d85","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"38a5d523326dafc4a3409504bc8f9aa73b5bc555","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_8a8ff691319731092ef9d7d7437ac7aa4b7465b23287b931003fd046d94e6d43","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:c0e741710c4d560511bfe3fa510e184299c31399d1ce50c7b3e6b288b6aa909a","existingObjectRegistrationId":"hbeoa_8a8ff691319731092ef9d7d7437ac7aa4b7465b23287b931003fd046d94e6d43","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/config.json","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T17:48:23.767Z","evidence_url":"/api/manifests/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_a5c6c71cceda0e5cee2d9773350da22e8c7d5f806a99a7c4e1db8d074a4213c2","policyDigest":"sha256:c0e741710c4d560511bfe3fa510e184299c31399d1ce50c7b3e6b288b6aa909a","publicationId":"hbeol_a5c6c71cceda0e5cee2d9773350da22e8c7d5f806a99a7c4e1db8d074a4213c2","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"merges.txt","sizeBytes":524618,"storageSizeBytes":524618,"format":"txt","sha256":"f1cd414c2d113a28b296afc0fd66ae854c0e0c34d5de373a2f5b7f62e0c02344","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"80954e3a66452c700b68842dcebc85e08dd3306a","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_a5c6c71cceda0e5cee2d9773350da22e8c7d5f806a99a7c4e1db8d074a4213c2","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:c0e741710c4d560511bfe3fa510e184299c31399d1ce50c7b3e6b288b6aa909a","existingObjectRegistrationId":"hbeoa_a5c6c71cceda0e5cee2d9773350da22e8c7d5f806a99a7c4e1db8d074a4213c2","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/merges.txt","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T17:48:23.767Z","evidence_url":"/api/manifests/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_fb093b7f44c8feb3b4d0b36fba6fa2281fd1c3d6dedf58f270bd2aa571d2d5e7","policyDigest":"sha256:c0e741710c4d560511bfe3fa510e184299c31399d1ce50c7b3e6b288b6aa909a","publicationId":"hbeol_fb093b7f44c8feb3b4d0b36fba6fa2281fd1c3d6dedf58f270bd2aa571d2d5e7","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model.safetensors","sizeBytes":3944552236,"storageSizeBytes":3944552236,"format":"safetensors","sha256":"036e6e2bd49697511f4f8b8cb5ee465f93025f7a69a145eadeb9a881ace9b18d","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"036e6e2bd49697511f4f8b8cb5ee465f93025f7a69a145eadeb9a881ace9b18d","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_fb093b7f44c8feb3b4d0b36fba6fa2281fd1c3d6dedf58f270bd2aa571d2d5e7","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:c0e741710c4d560511bfe3fa510e184299c31399d1ce50c7b3e6b288b6aa909a","existingObjectRegistrationId":"hbeoa_fb093b7f44c8feb3b4d0b36fba6fa2281fd1c3d6dedf58f270bd2aa571d2d5e7","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/model.safetensors","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T17:48:23.767Z","evidence_url":"/api/manifests/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_12ad44af92af9a2a5f92b0dc7c266ca7846c948a5d1fcbbef10c42ab459f0308","policyDigest":"sha256:1e2b4358e9187a034723990fbe0eee8782c12af033242bb9e490219b0018d7be","publicationId":"hbeol_12ad44af92af9a2a5f92b0dc7c266ca7846c948a5d1fcbbef10c42ab459f0308","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"open_clip_config.json","sizeBytes":637,"storageSizeBytes":637,"format":"json","sha256":"42736e39d52321d5cb6a6c21250669f942411f4732a7eb9011f83de7d781c1c5","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"a7e04ce761ac15fc0edd245e5ddc0e88fabdf67a","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_12ad44af92af9a2a5f92b0dc7c266ca7846c948a5d1fcbbef10c42ab459f0308","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:1e2b4358e9187a034723990fbe0eee8782c12af033242bb9e490219b0018d7be","existingObjectRegistrationId":"hbeoa_12ad44af92af9a2a5f92b0dc7c266ca7846c948a5d1fcbbef10c42ab459f0308","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/open_clip_config.json","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T17:48:23.767Z","evidence_url":"/api/manifests/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_9f15f5940cc9849bb2a77594a26dca75a8837e156428434e3093446d1d5bd775","policyDigest":"sha256:e8153bfe6779712525a35c00c671e45290cf87027090ae6e1feda899392f94b5","publicationId":"hbeol_9f15f5940cc9849bb2a77594a26dca75a8837e156428434e3093446d1d5bd775","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"open_clip_model.safetensors","sizeBytes":3944517836,"storageSizeBytes":3944517836,"format":"safetensors","sha256":"0084e75319a50ad85ef45377bad5bc38f2f58824459eb690048d51c9f8863be5","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"0084e75319a50ad85ef45377bad5bc38f2f58824459eb690048d51c9f8863be5","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_9f15f5940cc9849bb2a77594a26dca75a8837e156428434e3093446d1d5bd775","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:e8153bfe6779712525a35c00c671e45290cf87027090ae6e1feda899392f94b5","existingObjectRegistrationId":"hbeoa_9f15f5940cc9849bb2a77594a26dca75a8837e156428434e3093446d1d5bd775","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/open_clip_model.safetensors","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T17:48:23.767Z","evidence_url":"/api/manifests/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_25e487b7fd638c09ce9e573167f06ab443809d9437d541753b831f7ad42bb1ac","policyDigest":"sha256:e8153bfe6779712525a35c00c671e45290cf87027090ae6e1feda899392f94b5","publicationId":"hbeol_25e487b7fd638c09ce9e573167f06ab443809d9437d541753b831f7ad42bb1ac","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"open_clip_pytorch_model.bin","sizeBytes":3944692325,"storageSizeBytes":3944692325,"format":"bin","sha256":"9a78ef8e8c73fd0df621682e7a8e8eb36c6916cb3c16b291a082ecd52ab79cc4","risk":"medium","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"9a78ef8e8c73fd0df621682e7a8e8eb36c6916cb3c16b291a082ecd52ab79cc4","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_25e487b7fd638c09ce9e573167f06ab443809d9437d541753b831f7ad42bb1ac","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:e8153bfe6779712525a35c00c671e45290cf87027090ae6e1feda899392f94b5","existingObjectRegistrationId":"hbeoa_25e487b7fd638c09ce9e573167f06ab443809d9437d541753b831f7ad42bb1ac","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/open_clip_pytorch_model.bin","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T17:48:23.767Z","evidence_url":"/api/manifests/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_d9bfb2746b99f20f40ffee6456a5bb274004ac043cfdb220e0b37aafda8bec3b","policyDigest":"sha256:c0e741710c4d560511bfe3fa510e184299c31399d1ce50c7b3e6b288b6aa909a","publicationId":"hbeol_d9bfb2746b99f20f40ffee6456a5bb274004ac043cfdb220e0b37aafda8bec3b","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"preprocessor_config.json","sizeBytes":316,"storageSizeBytes":316,"format":"json","sha256":"910e70b3956ac9879ebc90b22fb3bc8a75b6a0677814500101a4c072bd7857bd","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"5a12a1eb250987a4eee0e3e7d7338c4b22724be1","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_d9bfb2746b99f20f40ffee6456a5bb274004ac043cfdb220e0b37aafda8bec3b","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:c0e741710c4d560511bfe3fa510e184299c31399d1ce50c7b3e6b288b6aa909a","existingObjectRegistrationId":"hbeoa_d9bfb2746b99f20f40ffee6456a5bb274004ac043cfdb220e0b37aafda8bec3b","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/preprocessor_config.json","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T17:48:23.767Z","evidence_url":"/api/manifests/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_b89c40dc6a1b5f25d7bfd15c3cd4e3bb0c13ed1195494cab23d22eda8f01e971","policyDigest":"sha256:e8153bfe6779712525a35c00c671e45290cf87027090ae6e1feda899392f94b5","publicationId":"hbeol_b89c40dc6a1b5f25d7bfd15c3cd4e3bb0c13ed1195494cab23d22eda8f01e971","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"pytorch_model.bin","sizeBytes":3944736097,"storageSizeBytes":3944736097,"format":"bin","sha256":"d6d1e3e93c27d6e430db9d20c151d1baa4dc98b503b136b7d85a63f4b02c9749","risk":"medium","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"d6d1e3e93c27d6e430db9d20c151d1baa4dc98b503b136b7d85a63f4b02c9749","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_b89c40dc6a1b5f25d7bfd15c3cd4e3bb0c13ed1195494cab23d22eda8f01e971","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:e8153bfe6779712525a35c00c671e45290cf87027090ae6e1feda899392f94b5","existingObjectRegistrationId":"hbeoa_b89c40dc6a1b5f25d7bfd15c3cd4e3bb0c13ed1195494cab23d22eda8f01e971","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/pytorch_model.bin","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T17:48:23.767Z","evidence_url":"/api/manifests/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_b75d5801dd6f945c325c7640b0e4dfbed78aad654ae71b05e0bb3256f2193f00","policyDigest":"sha256:c0e741710c4d560511bfe3fa510e184299c31399d1ce50c7b3e6b288b6aa909a","publicationId":"hbeol_b75d5801dd6f945c325c7640b0e4dfbed78aad654ae71b05e0bb3256f2193f00","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"special_tokens_map.json","sizeBytes":389,"storageSizeBytes":389,"format":"json","sha256":"f8c0d6c39aee3f8431078ef6646567b0aba7f2246e9c54b8b99d55c22b707cbf","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"9bfb42aa97dcd61e89f279ccaee988bccb4fabae","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_b75d5801dd6f945c325c7640b0e4dfbed78aad654ae71b05e0bb3256f2193f00","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:c0e741710c4d560511bfe3fa510e184299c31399d1ce50c7b3e6b288b6aa909a","existingObjectRegistrationId":"hbeoa_b75d5801dd6f945c325c7640b0e4dfbed78aad654ae71b05e0bb3256f2193f00","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/special_tokens_map.json","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T17:48:23.767Z","evidence_url":"/api/manifests/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_f4c751213f9e51134689b10afed6fd87459f9e1056cc51a0671861cef28df081","policyDigest":"sha256:c0e741710c4d560511bfe3fa510e184299c31399d1ce50c7b3e6b288b6aa909a","publicationId":"hbeol_f4c751213f9e51134689b10afed6fd87459f9e1056cc51a0671861cef28df081","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"tokenizer.json","sizeBytes":2224041,"storageSizeBytes":2224041,"format":"json","sha256":"b556ac8c99757ffb677208af34bc8c6721572114111a6e0aaf5fa69ff0b8d842","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"564c0ebd5ce29c4ee4864004aee693deadd3128c","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_f4c751213f9e51134689b10afed6fd87459f9e1056cc51a0671861cef28df081","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:c0e741710c4d560511bfe3fa510e184299c31399d1ce50c7b3e6b288b6aa909a","existingObjectRegistrationId":"hbeoa_f4c751213f9e51134689b10afed6fd87459f9e1056cc51a0671861cef28df081","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/tokenizer.json","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T17:48:23.767Z","evidence_url":"/api/manifests/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_e9d1ad4c4f4538d142976b530665d82a8b963336eab6f83048e6f22a12f6089e","policyDigest":"sha256:c0e741710c4d560511bfe3fa510e184299c31399d1ce50c7b3e6b288b6aa909a","publicationId":"hbeol_e9d1ad4c4f4538d142976b530665d82a8b963336eab6f83048e6f22a12f6089e","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"tokenizer_config.json","sizeBytes":904,"storageSizeBytes":904,"format":"json","sha256":"e19f34ef773563fb695f96cfcae1e4c7b112ab6ad532f6962061df5242d924f0","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"e3e138b103e00cb9cfb2ab6ef11d96b47ddd9e04","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_e9d1ad4c4f4538d142976b530665d82a8b963336eab6f83048e6f22a12f6089e","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:c0e741710c4d560511bfe3fa510e184299c31399d1ce50c7b3e6b288b6aa909a","existingObjectRegistrationId":"hbeoa_e9d1ad4c4f4538d142976b530665d82a8b963336eab6f83048e6f22a12f6089e","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/tokenizer_config.json","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T17:48:23.767Z","evidence_url":"/api/manifests/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_7a62570526be30a72b66121141eb49c6b18858b08bdf2702f65ab0132f84febb","policyDigest":"sha256:c0e741710c4d560511bfe3fa510e184299c31399d1ce50c7b3e6b288b6aa909a","publicationId":"hbeol_7a62570526be30a72b66121141eb49c6b18858b08bdf2702f65ab0132f84febb","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"vocab.json","sizeBytes":862328,"storageSizeBytes":862328,"format":"json","sha256":"5047b556ce86ccaf6aa22b3ffccfc52d391ea4accdab9c2f2407da5b742d4363","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"182766ce89b439768edadda342519f33802f5364","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_7a62570526be30a72b66121141eb49c6b18858b08bdf2702f65ab0132f84febb","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:c0e741710c4d560511bfe3fa510e184299c31399d1ce50c7b3e6b288b6aa909a","existingObjectRegistrationId":"hbeoa_7a62570526be30a72b66121141eb49c6b18858b08bdf2702f65ab0132f84febb","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/vocab.json","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T17:48:23.767Z","evidence_url":"/api/manifests/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k"},"signature_state":"signed"}],"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":14,"publicFileCount":28,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-03T17:47:34.260Z","listedFileLowerBound":14,"hostingStatus":"hosted","signals":{"size":{"known":true,"bytes":15782126235,"label":"14.7 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":409958,"upstreamStars":483,"label":"410K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-file-downloads-only","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"laion/CLIP-ViT-H-14-laion2B-s32B-b79K"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"14/28 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: mit","Provenance: laion/CLIP-ViT-H-14-laion2B-s32B-b79K","Byte manifest integrity: selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Scan: pending","Hosted files: 14/28 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":14,"externalFiles":14,"totalFiles":28},"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-laion-clip-vit-h-14-laion2b-s32b-b79k/mirrors"}},"mirrorCompletion":{"status":"hosted","hostedFiles":14,"totalFiles":14,"externalFiles":0,"hostedBytes":15782126235,"externalBytes":0,"lowRiskExternalFiles":0,"overFileCapFiles":0,"overBatchCapFiles":0,"directMirrorExternalFiles":0,"directMirrorExternalBytes":0,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[]},"cardDescription":"Sorts images into categories.","licenseLabel":"mit","recommendedFile":{"path":"model.safetensors","fileCount":1,"selectedSizeBytes":3944552236,"files":[{"path":"model.safetensors","sizeBytes":3944552236,"downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/model.safetensors"}],"sizeBytes":3944552236,"storageSizeBytes":3944552236,"hosted":true,"downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/model.safetensors"},"licenseClarity":{"license":"mit","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":"mit","upstreamLicenseRaw":"mit","sourceUrl":"https://huggingface.co/laion/CLIP-ViT-H-14-laion2B-s32B-b79K","upstream":{"gated":false,"repoId":"laion/CLIP-ViT-H-14-laion2B-s32B-b79K","private":false,"repoUrl":"https://huggingface.co/laion/CLIP-ViT-H-14-laion2B-s32B-b79K","disabled":false,"provider":"huggingface","repoType":"model","revision":"1c2b8495b28150b8a4922ee1c8edee224c284c0c","fetchedAt":"2026-09-30T03:53:45.926Z","importMode":"external-catalog","licenseRaw":"mit","licenseDeclared":"mit","mirrorLicensePolicy":"permissive"}},"gateStatus":"mirror-exists","downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-03T17:48:23.613Z","serveEvaluationId":"serve-e330eac0efb1fab8c445a4c04734d8d112514975097bfc670a91fc1eaae7fb59","readiness":"ready","downloadReady":true,"mirroredBytes":15782126235,"readinessCheckedAt":"2026-11-03T17:48:23.767Z","readinessSource":"file-check","serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-03T17:48:23.613Z","serveEvaluationId":"serve-e330eac0efb1fab8c445a4c04734d8d112514975097bfc670a91fc1eaae7fb59","readiness":"ready","downloadReady":true,"hostedFileCount":14,"mirroredBytes":15782126235,"readinessCheckedAt":"2026-11-03T17:48:23.613Z","readinessSource":"file-check","degraded":false,"stale":false},"authorityMode":"private-download-only","commandsAvailable":false,"runReady":false,"attribution":"Hosted · published SHA-256 checksums · https://huggingbay.xyz/artifact/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k","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":true,"pageFacts":{"id":"hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k","repo":"laion/CLIP-ViT-H-14-laion2B-s32B-b79K","type":"vision","purpose":"open-weights vision model for zero shot image classification","license":{"id":"mit","label":"mit","state":"known","url":"https://spdx.org/licenses/MIT.html","source":"spdx","hostedFile":false,"commercialUse":"yes","terms":"Permissive open license: commercial use, modification, and redistribution are permitted."},"task":{"id":"zero-shot-image-classification","label":"zero shot image classification"},"size":{"bytes":15782126235,"label":"15.8 GB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":false,"hostedBytes":0,"hostedLabel":"size unknown","hostedSummary":"at least 14 listed files; full count and size unknown","hostedIsSubset":false,"downloadBytes":3944552236,"downloadLabel":"3.94 GB","recommended":{"path":"model.safetensors","fileName":"model.safetensors","fileCount":1,"quant":"","bytes":3944552236,"label":"3.94 GB","variants":1,"basis":"caller-selected"},"parameters":{"totalB":2,"activeB":null,"label":"2B","activeLabel":"","source":"repo-name"},"sentence":"laion/CLIP-ViT-H-14-laion2B-s32B-b79K has 2B parameters. Hosted here: at least 14 listed files; full count and size unknown. Full repo upstream: 15.8 GB. The recommended download, model.safetensors, is 3.94 GB."},"files":{"hosted":14,"total":28,"label":"14 hosted of 28 listed"},"manifestSigning":{"status":"signed","label":"Signed by the harbor","publicKeyUrl":"/api/keys/manifest-signing","keyId":"ed25519:718f9ccff1cef500235425ce","manifestUrl":"/api/manifests/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k","signature":{"version":1,"algorithm":"Ed25519","key_id":"ed25519:718f9ccff1cef500235425ce","canonical_digest":"sha256:b9b8245f60dae7911bfe7f7da066d55ffd8620bf19867637a3b31db16d34bd32","value":"PFOhwXl7zTMbNtYYcj1kzA2eIbrx0EyngFT_rSBYqxLG0Gs8wtyVg3c-WbyXYD3jSVlebc5PaRM-VE2Ai0YJCA","signed_at":"2026-11-03T17:48:23.633Z","public_key_url":"/api/keys/manifest-signing","payload":"canonical-json:manifest-excluding-signature-and-generated_at","canonical_encoding":"rfc8785","canonical_excludes":["signature","generated_at","manifest_digest","serveEvaluatedAt","serveEvaluationId","serveExplanation","readinessCheckedAt","obtainReady","serveVerdict","reason","reasonCodes"]}},"download":{"status":"hosted","label":"Download here (14 hosted files)","url":"/artifact/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/files"},"released":{"iso":"2026-06-29","label":"Jun 29, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2025-01-22","label":"Jan 22, 2025","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/laion/CLIP-ViT-H-14-laion2B-s32B-b79K","repoId":"laion/CLIP-ViT-H-14-laion2B-s32B-b79K"},"languages":[],"baseModel":{"ref":"","url":"","resolveUrl":""},"paperIds":["1910.04867"],"arxivIds":["1910.04867"],"sameAs":["https://huggingface.co/laion/CLIP-ViT-H-14-laion2B-s32B-b79K","https://arxiv.org/abs/1910.04867"],"creator":{"@type":"Organization","name":"laion","url":"https://huggingface.co/laion","sameAs":["https://huggingface.co/laion"]},"scholarlyArticles":[{"@type":"ScholarlyArticle","@id":"https://arxiv.org/abs/1910.04867","identifier":"arXiv:1910.04867","url":"https://arxiv.org/abs/1910.04867","sameAs":"https://doi.org/10.48550/arXiv.1910.04867"}],"scanStatus":"pending","faq":[{"id":"what-is-it","question":"What is laion/CLIP-ViT-H-14-laion2B-s32B-b79K?","answer":"laion/CLIP-ViT-H-14-laion2B-s32B-b79K is an open-weights vision model for zero shot image classification published by laion, added to Hugging Bay Jun 29, 2026. Model from Hugging Face for zero shot image classification: laion/CLIP-ViT-H-14-laion2B-s32B-b79K · open clip"},{"id":"license","question":"What license does laion/CLIP-ViT-H-14-laion2B-s32B-b79K use, and can I use it commercially?","answer":"It is released under the mit license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted."},{"id":"size","question":"How big is laion/CLIP-ViT-H-14-laion2B-s32B-b79K?","answer":"laion/CLIP-ViT-H-14-laion2B-s32B-b79K has 2B parameters. Hosted here: at least 14 listed files; full count and size unknown. Full repo upstream: 15.8 GB. The recommended download, model.safetensors, is 3.94 GB."},{"id":"download","question":"Where can I download laion/CLIP-ViT-H-14-laion2B-s32B-b79K?","answer":"Hosted here: at least 14 listed files; full count and size unknown. Full repo upstream: 15.8 GB. The original release is at https://huggingface.co/laion/CLIP-ViT-H-14-laion2B-s32B-b79K."},{"id":"safety","question":"Has laion/CLIP-ViT-H-14-laion2B-s32B-b79K 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. 14 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will laion/CLIP-ViT-H-14-laion2B-s32B-b79K run on my computer?","answer":"We can’t check the fit; we don’t know your machine. We don’t have your machine’s specs, so no check ran and no verdict is shown. Answer two quick questions and we’ll estimate, from the memory you tell us, whether it fits your machine. Or skip it; you can still download; fit isn’t checked."}],"modelAnswer":{"words":"CLIP-ViT-H-14-laion2B-s32B-b79K is an open-weights vision model for zero shot image classification. The primary file is model.safetensors (3.94 GB). The primary file needs about 5 GB free for the selected file (file plus room to run it). License: MIT. The SHA-256 prefix is 036e6e2bd496. The primary Download is available now. No tested run commands for this file yet. See Files for current download availability. The size and hash details refer to the selected file, not every file in the repository. The memory figure is estimated from recorded file size with working room included.","metaDescription":"CLIP-ViT-H-14-laion2B-s32B-b79K · 3.94 GB · ~5 GB RAM · License: MIT · SHA-256 036e6e2bd496 · Download available"},"modelRecipeReceipt":null},"guidedDownloadCard":{"schemaVersion":"hugging-bay.guided-download-card/v2","artifactId":"hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k","repo":"laion/CLIP-ViT-H-14-laion2B-s32B-b79K","serveState":"READY","downloadReady":true,"reasonCodes":[],"withheld":{"active":false},"wasmRun":null,"bytesOnStorage":true,"file":{"path":"model.safetensors","fileName":"model.safetensors","sha256":"036e6e2bd49697511f4f8b8cb5ee465f93025f7a69a145eadeb9a881ace9b18d","bytes":3944552236,"sizeLabel":"3.94 GB","needGb":null,"downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/model.safetensors"},"noHostedWeights":false,"notSingleFile":false,"download":{"available":true,"url":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/model.safetensors","sizeLabel":"3.94 GB","bytes":3944552236,"fileCount":1,"files":[{"path":"model.safetensors","fileName":"model.safetensors","sha256":"036e6e2bd49697511f4f8b8cb5ee465f93025f7a69a145eadeb9a881ace9b18d","bytes":3944552236,"sizeLabel":"3.94 GB","needGb":null,"downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/model.safetensors"}],"sha256":"036e6e2bd49697511f4f8b8cb5ee465f93025f7a69a145eadeb9a881ace9b18d"},"otherFiles":[{"path":".gitattributes","fileName":".gitattributes","sha256":"cd612b5f226c6fa299e099779459d37c79cb841132b3589363b4a144cce1c275","sizeLabel":"1.57 KB","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/.gitattributes"},{"path":"README.md","fileName":"README.md","sha256":"14db420f00ddf78a07194dc4cdc57977d979e0f2c34994137679046defdf6577","sizeLabel":"8.21 KB","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/README.md"},{"path":"config.json","fileName":"config.json","sha256":"50150597fccadc90f3198d1c2caf2c41d88a40908c38fb428ea56c249b501d85","sizeLabel":"4.72 KB","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/config.json"},{"path":"merges.txt","fileName":"merges.txt","sha256":"f1cd414c2d113a28b296afc0fd66ae854c0e0c34d5de373a2f5b7f62e0c02344","sizeLabel":"524.6 KB","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/merges.txt"},{"path":"open_clip_config.json","fileName":"open_clip_config.json","sha256":"42736e39d52321d5cb6a6c21250669f942411f4732a7eb9011f83de7d781c1c5","sizeLabel":"637 bytes","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/open_clip_config.json"},{"path":"open_clip_model.safetensors","fileName":"open_clip_model.safetensors","sha256":"0084e75319a50ad85ef45377bad5bc38f2f58824459eb690048d51c9f8863be5","sizeLabel":"3.94 GB","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/open_clip_model.safetensors"},{"path":"open_clip_pytorch_model.bin","fileName":"open_clip_pytorch_model.bin","sha256":"9a78ef8e8c73fd0df621682e7a8e8eb36c6916cb3c16b291a082ecd52ab79cc4","sizeLabel":"3.94 GB","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/open_clip_pytorch_model.bin"},{"path":"preprocessor_config.json","fileName":"preprocessor_config.json","sha256":"910e70b3956ac9879ebc90b22fb3bc8a75b6a0677814500101a4c072bd7857bd","sizeLabel":"316 bytes","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/preprocessor_config.json"},{"path":"pytorch_model.bin","fileName":"pytorch_model.bin","sha256":"d6d1e3e93c27d6e430db9d20c151d1baa4dc98b503b136b7d85a63f4b02c9749","sizeLabel":"3.94 GB","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/pytorch_model.bin"},{"path":"special_tokens_map.json","fileName":"special_tokens_map.json","sha256":"f8c0d6c39aee3f8431078ef6646567b0aba7f2246e9c54b8b99d55c22b707cbf","sizeLabel":"389 bytes","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/special_tokens_map.json"},{"path":"tokenizer.json","fileName":"tokenizer.json","sha256":"b556ac8c99757ffb677208af34bc8c6721572114111a6e0aaf5fa69ff0b8d842","sizeLabel":"2.22 MB","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/tokenizer.json"},{"path":"tokenizer_config.json","fileName":"tokenizer_config.json","sha256":"e19f34ef773563fb695f96cfcae1e4c7b112ab6ad532f6962061df5242d924f0","sizeLabel":"904 bytes","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/tokenizer_config.json"},{"path":"vocab.json","fileName":"vocab.json","sha256":"5047b556ce86ccaf6aa22b3ffccfc52d391ea4accdab9c2f2407da5b742d4363","sizeLabel":"862.3 KB","downloadUrl":"/api/downloads/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k/vocab.json"}],"run":{"available":false,"reason":"non-gguf-no-one-liner-yet","lmStudioUrl":"https://lmstudio.ai/","terminalCommand":null,"verificationMessage":"Bytes checked · not run here yet"},"paused":{"active":false},"blocked":{"active":false},"unconfirmed":{"active":false},"licenseGate":{"active":false},"checks":{"license":"mit","licenseLabel":null,"fingerprintMatches":false,"hostedFiles":14,"totalFiles":28},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-11-03T17:48:23.776Z","readiness":"ready","downloadable":true,"downloadStatus":"READY","hostedFileCount":14,"mirroredBytes":15782126235,"readinessCheckedAt":"2026-11-03T17:48:23.782Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":14,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-03T17:48:23.782Z","evidence_url":"/api/manifests/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k"}},"canIRun":true,"modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for classifying images with supplied labels.","confidence":"medium","task":"zero-shot-image-classification","audience":null,"basis":"recorded-metadata","rules":["task:zero-shot-image-classification"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"zero-shot-image-classification"},{"field":"cardMetadata.pipelineTag","value":"zero-shot-image-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":15782126235,"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":"laion/CLIP-ViT-H-14-laion2B-s32B-b79K"}},"runs_here":{"schema_version":1,"artifact_id":"hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k","revision":"1c2b8495b28150b8a4922ee1c8edee224c284c0c","claim":"estimated_physical_memory_capacity","runnableAuthority":false,"representations":[],"reason":"admitted_memory_inputs_unavailable"},"note":{"summary":"Downloadable doesn't mean tested: this record says whether the exact file can be downloaded now, not that the model is complete or that it runs.","downloadable":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-03T17:48:23.767Z","evidence_url":"/api/manifests/hf-model-laion-clip-vit-h-14-laion2b-s32b-b79k"}}