{"id":"hf-model-google-gemma-4-e2b","name":"gemma-4-E2B","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","gemma4","image-text-to-text","any-to-any","arxiv:2607.02770","license:apache-2.0","endpoints_compatible","region:us","vision"],"task":"any-to-any","type":"vision","evals":[],"owner":"google","stars":488,"formats":["gitattributes","md","json","safetensors"],"hosting":{"status":"hosted","totalFiles":13,"hostedFiles":5,"mirroredBytes":10246655730,"mirroredFiles":5,"hostedFilesAuthority":"live-serve-decision","hosted":true,"downloadable":true,"readyFileCount":5,"serveAuthority":"live-serve-decision","downloadReady":true},"license":"apache-2.0","summary":"Model from Hugging Face for any to any: google/gemma-4-E2B · transformers","version":"hf-main","modality":"vision","upstream":{"gated":false,"repoId":"google/gemma-4-E2B","private":false,"repoUrl":"https://huggingface.co/google/gemma-4-E2B","disabled":false,"provider":"huggingface","repoType":"model","revision":"d29ff6b45f081a49ee2733a859c9c9c2d95d1a6f","fetchedAt":"2026-10-01T22:32:57.112Z","importMode":"external-catalog","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-01T22:32:57.112Z","revision":"d29ff6b45f081a49ee2733a859c9c9c2d95d1a6f"},"licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"versions":[{"commit":"d29ff6b","version":"hf-main","releasedAt":"2026-07-15T16:39:18.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"citations":0,"createdAt":"2026-06-29T22:21:37.491Z","fileCount":13,"framework":"transformers","publisher":"google","sizeBytes":10278829059,"sourceUrl":"https://huggingface.co/google/gemma-4-E2B","updatedAt":"2026-07-15T16:39:18.000Z","scanStatus":"pending","visibility":"public","description":"External Hugging Face catalog record for google/gemma-4-E2B. Task: any to any. Library: transformers. Files we host have a published SHA-256.","mirrorCount":0,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-10-01T22:32:57.260Z.","Upstream license: apache-2.0. 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":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2607.02770"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/google/gemma-4-E2B","evalResults":[],"libraryName":"transformers","pipelineTag":"any-to-any","cardDataKeys":["library_name","license","license_link","pipeline_tag"],"semanticText":"any-to-any transformers vision model safetensors image-text-to-text","semanticTerms":["any-to-any","transformers","vision","model","safetensors","image-text-to-text"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":27811},{"lfs":false,"path":"config.json","sizeBytes":4914},{"lfs":false,"path":"generation_config.json","sizeBytes":181},{"lfs":true,"path":"model.safetensors","sizeBytes":10246621918},{"lfs":false,"path":"processor_config.json","sizeBytes":1689},{"lfs":true,"path":"tokenizer.json","sizeBytes":32170070},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":906}],"modelIndexNames":[]},"releaseGates":{"scan":"pending","files":"pending","license":"passed","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":287506,"hostedFileCount":5,"cardCompleteness":89,"externalFileCount":8,"verificationStatus":"pending","requestedVisibility":"public","repo":"google/gemma-4-E2B","files":[{"path":".gitattributes","risk":"low","format":"gitattributes","sha256":"","lfsSha256":"","sizeBytes":1570,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"52373fe24473b1aa44333d318f578ae6bf04b49b","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-03T04:26:36.874Z","evidence_url":"/api/manifests/hf-model-google-gemma-4-e2b"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_2323b67129a9a664db8832568034f9bbffc9719c9eced97d5c344b5d7b5892ac","policyDigest":"sha256:d2accfaf054380610fdee6da39fad195341c2bf5f1e5b68747e76cb49bb54813","publicationId":"hbeol_2323b67129a9a664db8832568034f9bbffc9719c9eced97d5c344b5d7b5892ac","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"README.md","sizeBytes":27811,"storageSizeBytes":27811,"format":"md","sha256":"4c4e89a23e46a5703148b4de82eafb5b650abc8f50ff616c090fb659602eb4a6","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"6aad9dd698d088ca4e21287da5c2e79b4584fb18","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_2323b67129a9a664db8832568034f9bbffc9719c9eced97d5c344b5d7b5892ac","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:d2accfaf054380610fdee6da39fad195341c2bf5f1e5b68747e76cb49bb54813","existingObjectRegistrationId":"hbeoa_2323b67129a9a664db8832568034f9bbffc9719c9eced97d5c344b5d7b5892ac","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-google-gemma-4-e2b/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":"2026-11-03T04:26:36.874Z","evidence_url":"/api/manifests/hf-model-google-gemma-4-e2b"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_c5c4c03ddc6c4011f7c14e54170afd228282cddbbc22f50509583d3671f60897","policyDigest":"sha256:d2accfaf054380610fdee6da39fad195341c2bf5f1e5b68747e76cb49bb54813","publicationId":"hbeol_c5c4c03ddc6c4011f7c14e54170afd228282cddbbc22f50509583d3671f60897","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"config.json","sizeBytes":4914,"storageSizeBytes":4914,"format":"json","sha256":"e5faef0dd1a8f2437f6010721146b85433eaa90e679ef011e803c7ffefae73b8","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"5f0662eb398ede0ab1515c4760e13bcd6bf13f2f","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_c5c4c03ddc6c4011f7c14e54170afd228282cddbbc22f50509583d3671f60897","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:d2accfaf054380610fdee6da39fad195341c2bf5f1e5b68747e76cb49bb54813","existingObjectRegistrationId":"hbeoa_c5c4c03ddc6c4011f7c14e54170afd228282cddbbc22f50509583d3671f60897","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-google-gemma-4-e2b/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":"2026-11-03T04:26:36.874Z","evidence_url":"/api/manifests/hf-model-google-gemma-4-e2b"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_488dd746af8e7d13789478dbd4ec30d8a506f89d163f51547dd423364888e89d","policyDigest":"sha256:d2accfaf054380610fdee6da39fad195341c2bf5f1e5b68747e76cb49bb54813","publicationId":"hbeol_488dd746af8e7d13789478dbd4ec30d8a506f89d163f51547dd423364888e89d","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"generation_config.json","sizeBytes":181,"storageSizeBytes":181,"format":"json","sha256":"de16fa1d777387d5fe6df54a9565d9c0f1213f7b31f2a2cf44805e27686d9c7c","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"a07eb97486e34532ffd3cf64e44cba33af40127c","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_488dd746af8e7d13789478dbd4ec30d8a506f89d163f51547dd423364888e89d","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:d2accfaf054380610fdee6da39fad195341c2bf5f1e5b68747e76cb49bb54813","existingObjectRegistrationId":"hbeoa_488dd746af8e7d13789478dbd4ec30d8a506f89d163f51547dd423364888e89d","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-google-gemma-4-e2b/generation_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":"2026-11-03T04:26:36.874Z","evidence_url":"/api/manifests/hf-model-google-gemma-4-e2b"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_c148c7c4c57261506f78789bd9acc8f8279943ba2a2d77f37238bcf4e424b603","policyDigest":"sha256:d2accfaf054380610fdee6da39fad195341c2bf5f1e5b68747e76cb49bb54813","publicationId":"hbeol_c148c7c4c57261506f78789bd9acc8f8279943ba2a2d77f37238bcf4e424b603","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model.safetensors","sizeBytes":10246621918,"storageSizeBytes":10246621918,"format":"safetensors","sha256":"76dc84a5a805a2c8b91e9ccc00b8dbf8f4a99bf0d56ab25832f6e6addd4f7f57","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"76dc84a5a805a2c8b91e9ccc00b8dbf8f4a99bf0d56ab25832f6e6addd4f7f57","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_c148c7c4c57261506f78789bd9acc8f8279943ba2a2d77f37238bcf4e424b603","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:d2accfaf054380610fdee6da39fad195341c2bf5f1e5b68747e76cb49bb54813","existingObjectRegistrationId":"hbeoa_c148c7c4c57261506f78789bd9acc8f8279943ba2a2d77f37238bcf4e424b603","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-google-gemma-4-e2b/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":"2026-11-03T04:26:36.874Z","evidence_url":"/api/manifests/hf-model-google-gemma-4-e2b"},"signature_state":"signed"},{"path":"processor_config.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":1689,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"5465974d23e1eca2c46c2809b26c997946ce0d90","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-03T04:26:36.874Z","evidence_url":"/api/manifests/hf-model-google-gemma-4-e2b"},"signature_state":"unsigned"},{"path":"tokenizer.json","risk":"low","format":"json","sha256":"12bac982b793c44b03d52a250a9f0d0b666813da566b910c24a6da0695fd11e6","lfsSha256":"12bac982b793c44b03d52a250a9f0d0b666813da566b910c24a6da0695fd11e6","sizeBytes":32170070,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"890ddaefca8201dd023c4f013db5ce492d12e7e0","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-03T04:26:36.874Z","evidence_url":"/api/manifests/hf-model-google-gemma-4-e2b"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_0d95c3c973912101d9a23be8387ef8462c6d5991e51844ea13c734803da31bf7","policyDigest":"sha256:d2accfaf054380610fdee6da39fad195341c2bf5f1e5b68747e76cb49bb54813","publicationId":"hbeol_0d95c3c973912101d9a23be8387ef8462c6d5991e51844ea13c734803da31bf7","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"tokenizer_config.json","sizeBytes":906,"storageSizeBytes":906,"format":"json","sha256":"12754e3442e47c1a1c55d550b617fc47ae227e8156ed1b1de0d8428195768b5c","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"d06ea6ad5c6c809c73019583496d0fe63af692d0","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_0d95c3c973912101d9a23be8387ef8462c6d5991e51844ea13c734803da31bf7","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:d2accfaf054380610fdee6da39fad195341c2bf5f1e5b68747e76cb49bb54813","existingObjectRegistrationId":"hbeoa_0d95c3c973912101d9a23be8387ef8462c6d5991e51844ea13c734803da31bf7","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-google-gemma-4-e2b/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":"2026-11-03T04:26:36.874Z","evidence_url":"/api/manifests/hf-model-google-gemma-4-e2b"},"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":5,"publicFileCount":13,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-03T04:26:28.238Z","listedFileLowerBound":8,"hostingStatus":"hosted","signals":{"size":{"known":true,"bytes":10278829059,"label":"9.6 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":287506,"upstreamStars":488,"label":"288K 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":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"google/gemma-4-E2B"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/13 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: apache-2.0","Provenance: google/gemma-4-E2B","Byte manifest integrity: selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Scan: pending","Hosted files: 5/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":8,"totalFiles":13},"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-google-gemma-4-e2b/mirrors"}},"mirrorCompletion":{"status":"partial","hostedFiles":5,"totalFiles":8,"externalFiles":3,"hostedBytes":10246655730,"externalBytes":32173329,"lowRiskExternalFiles":3,"overFileCapFiles":0,"overBatchCapFiles":0,"directMirrorExternalFiles":3,"directMirrorExternalBytes":32173329,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[{"path":".gitattributes","sizeBytes":1570,"risk":"low","format":"gitattributes"},{"path":"processor_config.json","sizeBytes":1689,"risk":"low","format":"json"},{"path":"tokenizer.json","sizeBytes":32170070,"risk":"low","format":"json"}],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[{"path":"tokenizer.json","sizeBytes":32170070,"risk":"low","format":"json","overFileCap":false},{"path":"processor_config.json","sizeBytes":1689,"risk":"low","format":"json","overFileCap":false},{"path":".gitattributes","sizeBytes":1570,"risk":"low","format":"gitattributes","overFileCap":false}]},"cardDescription":"An AI model with files and technical details to explore.","licenseLabel":"apache-2.0","recommendedFile":{"path":"model.safetensors","fileCount":1,"selectedSizeBytes":10246621918,"files":[{"path":"model.safetensors","sizeBytes":10246621918,"downloadUrl":"/api/downloads/hf-model-google-gemma-4-e2b/model.safetensors"}],"sizeBytes":10246621918,"storageSizeBytes":10246621918,"hosted":true,"downloadUrl":"/api/downloads/hf-model-google-gemma-4-e2b/model.safetensors"},"licenseClarity":{"license":"apache-2.0","commercialUse":"yes","confidence":"high","obligations":["Attribution/notice requirements of the license still apply."],"summary":"Permissive open license: commercial use, modification, and redistribution are permitted.","redistribution":"Keep every copyright, attribution, license, and NOTICE requirement imposed by the exact license text.","notes":"Not legal advice."},"licenseObligationsDigest":null,"licenseUpstreamRecord":{"declaredLicense":"apache-2.0","upstreamLicenseRaw":"apache-2.0","sourceUrl":"https://huggingface.co/google/gemma-4-E2B","upstream":{"gated":false,"repoId":"google/gemma-4-E2B","private":false,"repoUrl":"https://huggingface.co/google/gemma-4-E2B","disabled":false,"provider":"huggingface","repoType":"model","revision":"d29ff6b45f081a49ee2733a859c9c9c2d95d1a6f","fetchedAt":"2026-10-01T22:32:57.112Z","importMode":"external-catalog","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-01T22:32:57.112Z","revision":"d29ff6b45f081a49ee2733a859c9c9c2d95d1a6f"},"licenseDeclared":"apache-2.0","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":"2026-11-03T04:26:36.721Z","serveEvaluationId":"serve-0d419a643264e3702c24c78740aa803c2d9ad9dc75b0445530316a962e9a428b","readiness":"ready","downloadReady":true,"mirroredBytes":10246655730,"readinessCheckedAt":"2026-11-03T04:26:36.874Z","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":"2026-11-03T04:26:36.721Z","serveEvaluationId":"serve-0d419a643264e3702c24c78740aa803c2d9ad9dc75b0445530316a962e9a428b","readiness":"ready","downloadReady":true,"hostedFileCount":5,"mirroredBytes":10246655730,"readinessCheckedAt":"2026-11-03T04:26:36.721Z","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-google-gemma-4-e2b","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-google-gemma-4-e2b","repo":"google/gemma-4-E2B","type":"vision","purpose":"vision model for any to any","license":{"id":"apache-2.0","label":"apache-2.0","state":"known","url":"https://spdx.org/licenses/Apache-2.0.html","source":"spdx","hostedFile":false,"commercialUse":"yes","terms":"Permissive open license: commercial use, modification, and redistribution are permitted."},"task":{"id":"any-to-any","label":"any to any"},"size":{"bytes":10278829059,"label":"10.3 GB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":false,"hostedBytes":0,"hostedLabel":"size unknown","hostedSummary":"at least 5 listed files; full count and size unknown","hostedIsSubset":false,"downloadBytes":10246621918,"downloadLabel":"10.2 GB","recommended":{"path":"model.safetensors","fileName":"model.safetensors","fileCount":1,"quant":"","bytes":10246621918,"label":"10.2 GB","variants":1,"basis":"caller-selected"},"parameters":{"totalB":2,"activeB":null,"label":"2B","activeLabel":"","source":"repo-name"},"sentence":"google/gemma-4-E2B has 2B parameters. Hosted here: at least 5 listed files; full count and size unknown. Full repo upstream: 10.3 GB. The recommended download, model.safetensors, is 10.2 GB."},"files":{"hosted":5,"total":13,"label":"5 hosted of 13 listed"},"manifestSigning":{"status":"signed","label":"Signed by the harbor","publicKeyUrl":"/api/keys/manifest-signing","keyId":"ed25519:718f9ccff1cef500235425ce","manifestUrl":"/api/manifests/hf-model-google-gemma-4-e2b","signature":{"version":1,"algorithm":"Ed25519","key_id":"ed25519:718f9ccff1cef500235425ce","canonical_digest":"sha256:6efe5bdb77e383e8b1e02915a72c6fc02bff5ce2dd4389d7452c21db4e9b5ec3","value":"_iM1AK0QeVnpkaGla71fcoYLFI8eN8j9pO5xjBZN6Qh2urjMcxWOTZIm9zFhOR86aZEITcTrH_f44IQKh3aDBQ","signed_at":"2026-11-03T04:26:36.738Z","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 (5 hosted files)","url":"/artifact/hf-model-google-gemma-4-e2b/files"},"released":{"iso":"2026-06-29","label":"Jun 29, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-07-15","label":"Jul 15, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/google/gemma-4-E2B","repoId":"google/gemma-4-E2B"},"languages":[],"baseModel":{"ref":"","url":"","resolveUrl":""},"paperIds":["2607.02770"],"arxivIds":["2607.02770"],"sameAs":["https://huggingface.co/google/gemma-4-E2B","https://arxiv.org/abs/2607.02770"],"creator":{"@type":"Organization","name":"google","url":"https://huggingface.co/google","sameAs":["https://huggingface.co/google"]},"scholarlyArticles":[{"@type":"ScholarlyArticle","@id":"https://arxiv.org/abs/2607.02770","identifier":"arXiv:2607.02770","url":"https://arxiv.org/abs/2607.02770","sameAs":"https://doi.org/10.48550/arXiv.2607.02770"}],"scanStatus":"pending","faq":[{"id":"what-is-it","question":"What is google/gemma-4-E2B?","answer":"google/gemma-4-E2B is a vision model for any to any published by google, added to Hugging Bay Jun 29, 2026. Model from Hugging Face for any to any: google/gemma-4-E2B · transformers"},{"id":"license","question":"What license does google/gemma-4-E2B use, and can I use it commercially?","answer":"It is released under the apache-2.0 license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted."},{"id":"size","question":"How big is google/gemma-4-E2B?","answer":"google/gemma-4-E2B has 2B parameters. Hosted here: at least 5 listed files; full count and size unknown. Full repo upstream: 10.3 GB. The recommended download, model.safetensors, is 10.2 GB."},{"id":"download","question":"Where can I download google/gemma-4-E2B?","answer":"Hosted here: at least 5 listed files; full count and size unknown. Full repo upstream: 10.3 GB. The original release is at https://huggingface.co/google/gemma-4-E2B."},{"id":"safety","question":"Has google/gemma-4-E2B 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. 5 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-google-gemma-4-e2b/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will google/gemma-4-E2B 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":"gemma-4-E2B is a vision model for any to any. The primary file is model.safetensors (10.25 GB). The primary file needs about 13 GB free for the selected file (file plus room to run it). License: Apache 2.0. The SHA-256 prefix is 76dc84a5a805. 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":"gemma-4-E2B · 10.25 GB · ~13 GB RAM · License: Apache 2.0 · SHA-256 76dc84a5a805 · Download available"},"modelRecipeReceipt":null},"guidedDownloadCard":{"schemaVersion":"hugging-bay.guided-download-card/v2","artifactId":"hf-model-google-gemma-4-e2b","repo":"google/gemma-4-E2B","serveState":"READY","downloadReady":true,"reasonCodes":[],"withheld":{"active":false},"wasmRun":null,"bytesOnStorage":true,"file":{"path":"model.safetensors","fileName":"model.safetensors","sha256":"76dc84a5a805a2c8b91e9ccc00b8dbf8f4a99bf0d56ab25832f6e6addd4f7f57","bytes":10246621918,"sizeLabel":"10.2 GB","needGb":null,"downloadUrl":"/api/downloads/hf-model-google-gemma-4-e2b/model.safetensors"},"noHostedWeights":false,"notSingleFile":false,"download":{"available":true,"url":"/api/downloads/hf-model-google-gemma-4-e2b/model.safetensors","sizeLabel":"10.25 GB","bytes":10246621918,"fileCount":1,"files":[{"path":"model.safetensors","fileName":"model.safetensors","sha256":"76dc84a5a805a2c8b91e9ccc00b8dbf8f4a99bf0d56ab25832f6e6addd4f7f57","bytes":10246621918,"sizeLabel":"10.2 GB","needGb":null,"downloadUrl":"/api/downloads/hf-model-google-gemma-4-e2b/model.safetensors"}],"sha256":"76dc84a5a805a2c8b91e9ccc00b8dbf8f4a99bf0d56ab25832f6e6addd4f7f57"},"otherFiles":[{"path":".gitattributes","fileName":".gitattributes","sha256":"","sizeLabel":"1.57 KB","downloadUrl":null},{"path":"README.md","fileName":"README.md","sha256":"4c4e89a23e46a5703148b4de82eafb5b650abc8f50ff616c090fb659602eb4a6","sizeLabel":"27.8 KB","downloadUrl":"/api/downloads/hf-model-google-gemma-4-e2b/README.md"},{"path":"config.json","fileName":"config.json","sha256":"e5faef0dd1a8f2437f6010721146b85433eaa90e679ef011e803c7ffefae73b8","sizeLabel":"4.91 KB","downloadUrl":"/api/downloads/hf-model-google-gemma-4-e2b/config.json"},{"path":"generation_config.json","fileName":"generation_config.json","sha256":"de16fa1d777387d5fe6df54a9565d9c0f1213f7b31f2a2cf44805e27686d9c7c","sizeLabel":"181 bytes","downloadUrl":"/api/downloads/hf-model-google-gemma-4-e2b/generation_config.json"},{"path":"processor_config.json","fileName":"processor_config.json","sha256":"","sizeLabel":"1.69 KB","downloadUrl":null},{"path":"tokenizer.json","fileName":"tokenizer.json","sha256":"12bac982b793c44b03d52a250a9f0d0b666813da566b910c24a6da0695fd11e6","sizeLabel":"32.2 MB","downloadUrl":null},{"path":"tokenizer_config.json","fileName":"tokenizer_config.json","sha256":"12754e3442e47c1a1c55d550b617fc47ae227e8156ed1b1de0d8428195768b5c","sizeLabel":"906 bytes","downloadUrl":"/api/downloads/hf-model-google-gemma-4-e2b/tokenizer_config.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":"apache-2.0","licenseLabel":null,"fingerprintMatches":false,"hostedFiles":5,"totalFiles":13},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-11-03T04:26:36.880Z","readiness":"ready","downloadable":true,"downloadStatus":"READY","hostedFileCount":5,"mirroredBytes":10246655730,"readinessCheckedAt":"2026-11-03T04:26:36.880Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":5,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-03T04:26:36.880Z","evidence_url":"/api/manifests/hf-model-google-gemma-4-e2b"}},"canIRun":true,"modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for generating text from images and text.","confidence":"low","task":"image-text-to-text","audience":null,"basis":"recorded-metadata","rules":["task:image-text-to-text","tags-only"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"image-text-to-text"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":10278829059,"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":"google/gemma-4-E2B"}},"runs_here":{"schema_version":1,"artifact_id":"hf-model-google-gemma-4-e2b","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-google-gemma-4-e2b","revision":"d29ff6b45f081a49ee2733a859c9c9c2d95d1a6f","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":"2026-11-03T04:26:36.874Z","evidence_url":"/api/manifests/hf-model-google-gemma-4-e2b"}}