{"id":"hf-model-com-kotobalabs-open-jev-deberta-v3-large","name":"open-jev-deberta-v3-large","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","deberta-v2","feature-extraction","typed-decisions","calibrated","decision-model","open-jev","deberta-v3","text-classification","en","dataset:mteb/banking77","dataset:setfit/sst5","dataset:google/boolq","base_model:microsoft/deberta-v3-large","base_model:finetune:microsoft/deberta-v3-large","license:apache-2.0","text-embeddings-inference","endpoints_compatible","region:us"],"task":"text-classification","type":"llm","evals":[],"owner":"com-kotobalabs","stars":72,"formats":["gitattributes","md","json","safetensors","model","py"],"hosting":{"status":"hosted","totalFiles":28,"hostedFiles":13,"mirroredBytes":1759835668,"mirroredFiles":13,"hostedFilesAuthority":"live-serve-decision","hosted":true,"downloadable":true,"readyFileCount":13,"serveAuthority":"live-serve-decision","downloadReady":true},"license":"apache-2.0","summary":"Model from Hugging Face for text classification: com-kotobalabs/open-jev-deberta-v3-large · transformers","version":"hf-main","modality":"text","upstream":{"gated":false,"repoId":"com-kotobalabs/open-jev-deberta-v3-large","private":false,"repoUrl":"https://huggingface.co/com-kotobalabs/open-jev-deberta-v3-large","disabled":false,"provider":"huggingface","repoType":"model","revision":"188ee67a5c93122b916e5acd5bdb0cb3623e380a","fetchedAt":"2026-10-10T04:00:03.425Z","importMode":"external-catalog","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-10T04:00:03.425Z","revision":"188ee67a5c93122b916e5acd5bdb0cb3623e380a"},"licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"versions":[{"commit":"188ee67","version":"hf-main","releasedAt":"2026-09-24T23:50:11.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"baseModel":"microsoft/deberta-v3-large","citations":0,"createdAt":"2026-09-21T03:09:19.243Z","fileCount":28,"framework":"transformers","publisher":"com-kotobalabs","sizeBytes":1759837187,"sourceUrl":"https://huggingface.co/com-kotobalabs/open-jev-deberta-v3-large","updatedAt":"2026-09-24T23:50:11.000Z","scanStatus":"pending","visibility":"public","derivedFrom":"microsoft/deberta-v3-large","description":"External Hugging Face catalog record for com-kotobalabs/open-jev-deberta-v3-large. Task: text classification. Library: transformers. Languages: en. Datasets referenced by card metadata: mteb/banking77, SetFit/sst5, google/boolq. Base model: microsoft/deberta-v3-large. Files we host have a published SHA-256.","mirrorCount":0,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-10-10T04:00:03.797Z.","Upstream License: apache-2.0. Mirror admission policy: permissive (owner policy; no license rights inferred).","Model card references dataset context: mteb/banking77, SetFit/sst5, google/boolq.","Not locally hosted, mirrored, signed, or rescanned by Hugging Bay."],"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["mteb/banking77","SetFit/sst5","google/boolq"],"paperIds":[],"repoType":"model","baseModel":"microsoft/deberta-v3-large","languages":["en"],"sourceUrl":"https://huggingface.co/com-kotobalabs/open-jev-deberta-v3-large","evalResults":[],"libraryName":"transformers","pipelineTag":"text-classification","cardDataKeys":["base_model","datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"text-classification transformers llm model en mteb/banking77 setfit/sst5 google/boolq microsoft/deberta-v3-large safetensors text-embeddings-inference","semanticTerms":["text-classification","transformers","llm","model","en","mteb/banking77","setfit/sst5","google/boolq","microsoft/deberta-v3-large","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":6241},{"lfs":false,"path":"added_tokens.json","sizeBytes":80},{"lfs":false,"path":"config.json","sizeBytes":826},{"lfs":true,"path":"head.safetensors","sizeBytes":12591412},{"lfs":true,"path":"model.safetensors","sizeBytes":1736094384},{"lfs":false,"path":"open_jev_config.json","sizeBytes":734},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":740},{"lfs":true,"path":"spm.model","sizeBytes":2464616},{"lfs":false,"path":"tokenizer.json","sizeBytes":8657170},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1907},{"lfs":false,"path":"typed_decisions/__init__.py","sizeBytes":0},{"lfs":false,"path":"typed_decisions/encoder.py","sizeBytes":9907},{"lfs":false,"path":"typed_decisions/open_jev.py","sizeBytes":4382},{"lfs":false,"path":"typed_decisions/schema.py","sizeBytes":3269}],"modelIndexNames":[]},"releaseGates":{"scan":"pending","files":"pending","license":"passed","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":405,"hostedFileCount":13,"cardCompleteness":96,"externalFileCount":15,"verificationStatus":"pending","requestedVisibility":"public","repo":"com-kotobalabs/open-jev-deberta-v3-large","files":[{"path":".gitattributes","risk":"low","format":"gitattributes","sha256":"","lfsSha256":"","sizeBytes":1519,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"a6344aac8c09253b3b630fb776ae94478aa0275b","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-07T05:35:00.681Z","evidence_url":"/api/manifests/hf-model-com-kotobalabs-open-jev-deberta-v3-large"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_6e99a2680506c2c8a681f0f26c862d2b26082d8ce3ae9287c39f4773c123e892","policyDigest":"sha256:f44a9866a0fe707c1d6c9bbc20f35a659b78a37b0005680543baa0293ce9e475","publicationId":"hbeol_6e99a2680506c2c8a681f0f26c862d2b26082d8ce3ae9287c39f4773c123e892","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"README.md","sizeBytes":6241,"storageSizeBytes":6241,"format":"md","sha256":"885eff8a574bb85692da85c550a86742406e6a65b6825d1476db524a65c0b5f9","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"8345cff850fac27a6246040cb3ccc906ba8264b8","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_6e99a2680506c2c8a681f0f26c862d2b26082d8ce3ae9287c39f4773c123e892","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f44a9866a0fe707c1d6c9bbc20f35a659b78a37b0005680543baa0293ce9e475","existingObjectRegistrationId":"hbeoa_6e99a2680506c2c8a681f0f26c862d2b26082d8ce3ae9287c39f4773c123e892","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/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":"2026-11-07T05:35:00.681Z","evidence_url":"/api/manifests/hf-model-com-kotobalabs-open-jev-deberta-v3-large"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_704dbe379ae73c12f3748d8c13a8efffd34cb4f50ffa1e979e5014bd8ca50e92","policyDigest":"sha256:f44a9866a0fe707c1d6c9bbc20f35a659b78a37b0005680543baa0293ce9e475","publicationId":"hbeol_704dbe379ae73c12f3748d8c13a8efffd34cb4f50ffa1e979e5014bd8ca50e92","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"added_tokens.json","sizeBytes":80,"storageSizeBytes":80,"format":"json","sha256":"e81a7ccf7047df51f32ccbbef0e31478ec353d5dfa3bcd879fff34a210b3647b","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"2591d0691a9567d296b4d428d63e8a9b201fa6e6","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_704dbe379ae73c12f3748d8c13a8efffd34cb4f50ffa1e979e5014bd8ca50e92","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f44a9866a0fe707c1d6c9bbc20f35a659b78a37b0005680543baa0293ce9e475","existingObjectRegistrationId":"hbeoa_704dbe379ae73c12f3748d8c13a8efffd34cb4f50ffa1e979e5014bd8ca50e92","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/added_tokens.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":"2026-11-07T05:35:00.681Z","evidence_url":"/api/manifests/hf-model-com-kotobalabs-open-jev-deberta-v3-large"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_74adf32c3a5cd8d35cc6597ee4221cd74be3604a90fefad21675769e9336de6c","policyDigest":"sha256:f44a9866a0fe707c1d6c9bbc20f35a659b78a37b0005680543baa0293ce9e475","publicationId":"hbeol_74adf32c3a5cd8d35cc6597ee4221cd74be3604a90fefad21675769e9336de6c","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"config.json","sizeBytes":826,"storageSizeBytes":826,"format":"json","sha256":"e1bf1abe70dc5a76092d2f72d986cf113e9331f4d9c61610ebe8ef6a03d1a44f","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"16e499e52d7afe3fce82d8689ee66f65dd7bcad9","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_74adf32c3a5cd8d35cc6597ee4221cd74be3604a90fefad21675769e9336de6c","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f44a9866a0fe707c1d6c9bbc20f35a659b78a37b0005680543baa0293ce9e475","existingObjectRegistrationId":"hbeoa_74adf32c3a5cd8d35cc6597ee4221cd74be3604a90fefad21675769e9336de6c","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/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":"2026-11-07T05:35:00.681Z","evidence_url":"/api/manifests/hf-model-com-kotobalabs-open-jev-deberta-v3-large"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_8f87fc63d66b549e642de20cde458083addead9e36b214842e6664a2f371f90e","policyDigest":"sha256:9656cbfbec20d71cf04c551316e4d5d707f198ed0e398f1ef4e9cac6544f844d","publicationId":"hbeol_8f87fc63d66b549e642de20cde458083addead9e36b214842e6664a2f371f90e","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"head.safetensors","sizeBytes":12591412,"storageSizeBytes":12591412,"format":"safetensors","sha256":"f101be67c5808a810abbcede9ebe702f7e4af4aa6f7298bb243842ce9e3a295a","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"f101be67c5808a810abbcede9ebe702f7e4af4aa6f7298bb243842ce9e3a295a","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_8f87fc63d66b549e642de20cde458083addead9e36b214842e6664a2f371f90e","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:9656cbfbec20d71cf04c551316e4d5d707f198ed0e398f1ef4e9cac6544f844d","existingObjectRegistrationId":"hbeoa_8f87fc63d66b549e642de20cde458083addead9e36b214842e6664a2f371f90e","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/head.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":"2026-11-07T05:35:00.681Z","evidence_url":"/api/manifests/hf-model-com-kotobalabs-open-jev-deberta-v3-large"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_81cd26297484d8171286cb65a1db3cb207746882f147dcc1a5710c40798e581d","policyDigest":"sha256:9656cbfbec20d71cf04c551316e4d5d707f198ed0e398f1ef4e9cac6544f844d","publicationId":"hbeol_81cd26297484d8171286cb65a1db3cb207746882f147dcc1a5710c40798e581d","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model.safetensors","sizeBytes":1736094384,"storageSizeBytes":1736094384,"format":"safetensors","sha256":"3f1d5bc3b6d3dc412ea2c499446fcbd212242d79baf16bc0eda155b4ebbac806","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"3f1d5bc3b6d3dc412ea2c499446fcbd212242d79baf16bc0eda155b4ebbac806","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_81cd26297484d8171286cb65a1db3cb207746882f147dcc1a5710c40798e581d","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:9656cbfbec20d71cf04c551316e4d5d707f198ed0e398f1ef4e9cac6544f844d","existingObjectRegistrationId":"hbeoa_81cd26297484d8171286cb65a1db3cb207746882f147dcc1a5710c40798e581d","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/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":"2026-11-07T05:35:00.681Z","evidence_url":"/api/manifests/hf-model-com-kotobalabs-open-jev-deberta-v3-large"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_5ae2e8506a1d037fad10a1bc09a26449eeb362eace8ce596a6d2e541e787e3bb","policyDigest":"sha256:f44a9866a0fe707c1d6c9bbc20f35a659b78a37b0005680543baa0293ce9e475","publicationId":"hbeol_5ae2e8506a1d037fad10a1bc09a26449eeb362eace8ce596a6d2e541e787e3bb","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"open_jev_config.json","sizeBytes":734,"storageSizeBytes":734,"format":"json","sha256":"128c6b453bda8f477a186c6e13a303f2665c75330daab4ced322f84767bb5799","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"b2a0b8c5e56548ab0a5b55d7316b92d2a76720ce","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_5ae2e8506a1d037fad10a1bc09a26449eeb362eace8ce596a6d2e541e787e3bb","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f44a9866a0fe707c1d6c9bbc20f35a659b78a37b0005680543baa0293ce9e475","existingObjectRegistrationId":"hbeoa_5ae2e8506a1d037fad10a1bc09a26449eeb362eace8ce596a6d2e541e787e3bb","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/open_jev_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":"2026-11-07T05:35:00.681Z","evidence_url":"/api/manifests/hf-model-com-kotobalabs-open-jev-deberta-v3-large"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_9cc28c1a24e27b07e7430b916b4c627650d41fd611705d9e56d36b0a1541ff11","policyDigest":"sha256:f44a9866a0fe707c1d6c9bbc20f35a659b78a37b0005680543baa0293ce9e475","publicationId":"hbeol_9cc28c1a24e27b07e7430b916b4c627650d41fd611705d9e56d36b0a1541ff11","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"special_tokens_map.json","sizeBytes":740,"storageSizeBytes":740,"format":"json","sha256":"e8011491ba6d7a28785c2a1f99142615792b99409003965d8092608b49aed3c0","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"645339272947e5c95e8169c3c4cc2823863140a0","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_9cc28c1a24e27b07e7430b916b4c627650d41fd611705d9e56d36b0a1541ff11","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f44a9866a0fe707c1d6c9bbc20f35a659b78a37b0005680543baa0293ce9e475","existingObjectRegistrationId":"hbeoa_9cc28c1a24e27b07e7430b916b4c627650d41fd611705d9e56d36b0a1541ff11","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/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":"2026-11-07T05:35:00.681Z","evidence_url":"/api/manifests/hf-model-com-kotobalabs-open-jev-deberta-v3-large"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_ff9eb2a18edb082138dcf0ab83d47e01f543cbd689bfc151fde41074efa44afa","policyDigest":"sha256:9656cbfbec20d71cf04c551316e4d5d707f198ed0e398f1ef4e9cac6544f844d","publicationId":"hbeol_ff9eb2a18edb082138dcf0ab83d47e01f543cbd689bfc151fde41074efa44afa","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"spm.model","sizeBytes":2464616,"storageSizeBytes":2464616,"format":"model","sha256":"c679fbf93643d19aab7ee10c0b99e460bdbc02fedf34b92b05af343b4af586fd","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"c679fbf93643d19aab7ee10c0b99e460bdbc02fedf34b92b05af343b4af586fd","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_ff9eb2a18edb082138dcf0ab83d47e01f543cbd689bfc151fde41074efa44afa","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:9656cbfbec20d71cf04c551316e4d5d707f198ed0e398f1ef4e9cac6544f844d","existingObjectRegistrationId":"hbeoa_ff9eb2a18edb082138dcf0ab83d47e01f543cbd689bfc151fde41074efa44afa","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/spm.model","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":"2026-11-07T05:35:00.681Z","evidence_url":"/api/manifests/hf-model-com-kotobalabs-open-jev-deberta-v3-large"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_2f4224f6291b36e9847a087176dc255455c5fe9c2b6c77aeac39ec78d0d02008","policyDigest":"sha256:f44a9866a0fe707c1d6c9bbc20f35a659b78a37b0005680543baa0293ce9e475","publicationId":"hbeol_2f4224f6291b36e9847a087176dc255455c5fe9c2b6c77aeac39ec78d0d02008","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"tokenizer.json","sizeBytes":8657170,"storageSizeBytes":8657170,"format":"json","sha256":"cd119378b0160677b7a1e561ba29ada83918c1d420b326516a585382e83d9d39","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"433134650d3e197eeba5d12a81b436c551f54008","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_2f4224f6291b36e9847a087176dc255455c5fe9c2b6c77aeac39ec78d0d02008","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f44a9866a0fe707c1d6c9bbc20f35a659b78a37b0005680543baa0293ce9e475","existingObjectRegistrationId":"hbeoa_2f4224f6291b36e9847a087176dc255455c5fe9c2b6c77aeac39ec78d0d02008","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/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":"2026-11-07T05:35:00.681Z","evidence_url":"/api/manifests/hf-model-com-kotobalabs-open-jev-deberta-v3-large"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_910ba86902a9e405735db12958d832e1c1ac596fb581c06f2933e4be85cd308e","policyDigest":"sha256:f44a9866a0fe707c1d6c9bbc20f35a659b78a37b0005680543baa0293ce9e475","publicationId":"hbeol_910ba86902a9e405735db12958d832e1c1ac596fb581c06f2933e4be85cd308e","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"tokenizer_config.json","sizeBytes":1907,"storageSizeBytes":1907,"format":"json","sha256":"52e0421535dd20e51dd25f4ce965cf2689a7392956f84ca4867667efab600340","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"11d034775b79fc59a780babb246cc660e9f81be6","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_910ba86902a9e405735db12958d832e1c1ac596fb581c06f2933e4be85cd308e","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f44a9866a0fe707c1d6c9bbc20f35a659b78a37b0005680543baa0293ce9e475","existingObjectRegistrationId":"hbeoa_910ba86902a9e405735db12958d832e1c1ac596fb581c06f2933e4be85cd308e","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/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":"2026-11-07T05:35:00.681Z","evidence_url":"/api/manifests/hf-model-com-kotobalabs-open-jev-deberta-v3-large"},"signature_state":"signed"},{"path":"typed_decisions/__init__.py","risk":"medium","format":"py","sha256":"","lfsSha256":"","sizeBytes":0,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"e69de29bb2d1d6434b8b29ae775ad8c2e48c5391","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-07T05:35:00.681Z","evidence_url":"/api/manifests/hf-model-com-kotobalabs-open-jev-deberta-v3-large"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_f8089bab829e3b145ac17edb053af6df2752665faac734e622576ad2b2904022","policyDigest":"sha256:f44a9866a0fe707c1d6c9bbc20f35a659b78a37b0005680543baa0293ce9e475","publicationId":"hbeol_f8089bab829e3b145ac17edb053af6df2752665faac734e622576ad2b2904022","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"typed_decisions/encoder.py","sizeBytes":9907,"storageSizeBytes":9907,"format":"py","sha256":"59ae43a157575cd09ae31afd691156ee4a66ad8929d317970404dd9fe6bbfc53","risk":"medium","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"5a6439f26080d9adbe3372033a538e09b9b6ce23","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_f8089bab829e3b145ac17edb053af6df2752665faac734e622576ad2b2904022","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f44a9866a0fe707c1d6c9bbc20f35a659b78a37b0005680543baa0293ce9e475","existingObjectRegistrationId":"hbeoa_f8089bab829e3b145ac17edb053af6df2752665faac734e622576ad2b2904022","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/typed_decisions%2Fencoder.py","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":"2026-11-07T05:35:00.681Z","evidence_url":"/api/manifests/hf-model-com-kotobalabs-open-jev-deberta-v3-large"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_dc60c2db9c1b6bee0604b6d4f90015ac37ff36962d2b12338a1c353ce7f42772","policyDigest":"sha256:f44a9866a0fe707c1d6c9bbc20f35a659b78a37b0005680543baa0293ce9e475","publicationId":"hbeol_dc60c2db9c1b6bee0604b6d4f90015ac37ff36962d2b12338a1c353ce7f42772","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"typed_decisions/open_jev.py","sizeBytes":4382,"storageSizeBytes":4382,"format":"py","sha256":"15759988c5eb99a41347b4b3f948c0b5ef19dfc6630cc9158bcd4ae80bb2df0d","risk":"medium","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"d57106e63e28eab09312912640f5782a477e9906","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_dc60c2db9c1b6bee0604b6d4f90015ac37ff36962d2b12338a1c353ce7f42772","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f44a9866a0fe707c1d6c9bbc20f35a659b78a37b0005680543baa0293ce9e475","existingObjectRegistrationId":"hbeoa_dc60c2db9c1b6bee0604b6d4f90015ac37ff36962d2b12338a1c353ce7f42772","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/typed_decisions%2Fopen_jev.py","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":"2026-11-07T05:35:00.681Z","evidence_url":"/api/manifests/hf-model-com-kotobalabs-open-jev-deberta-v3-large"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_a8e754d36cbf2bfbb877d6895af76693b2bad26d8a3f359c9950aad8a7f7e2ef","policyDigest":"sha256:f44a9866a0fe707c1d6c9bbc20f35a659b78a37b0005680543baa0293ce9e475","publicationId":"hbeol_a8e754d36cbf2bfbb877d6895af76693b2bad26d8a3f359c9950aad8a7f7e2ef","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"typed_decisions/schema.py","sizeBytes":3269,"storageSizeBytes":3269,"format":"py","sha256":"976eca07aceae8e3c1b2ee9911c614359a1b1e04b590837491816cc93e469c3a","risk":"medium","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"3acf92b3d5145a7dac61c2b39bf0d86ee4b6af63","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_a8e754d36cbf2bfbb877d6895af76693b2bad26d8a3f359c9950aad8a7f7e2ef","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:f44a9866a0fe707c1d6c9bbc20f35a659b78a37b0005680543baa0293ce9e475","existingObjectRegistrationId":"hbeoa_a8e754d36cbf2bfbb877d6895af76693b2bad26d8a3f359c9950aad8a7f7e2ef","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/typed_decisions%2Fschema.py","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":"2026-11-07T05:35:00.681Z","evidence_url":"/api/manifests/hf-model-com-kotobalabs-open-jev-deberta-v3-large"},"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":13,"publicFileCount":28,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-07T05:34:54.251Z","webUrl":"https://huggingbay.xyz/artifact/hf-model-com-kotobalabs-open-jev-deberta-v3-large","listedFileLowerBound":15,"hostingStatus":"hosted","signals":{"size":{"known":true,"bytes":1759837187,"label":"1.6 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":405,"upstreamStars":72,"label":"405 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":"com-kotobalabs/open-jev-deberta-v3-large"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"13/28 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: apache-2.0","Provenance: com-kotobalabs/open-jev-deberta-v3-large","Byte manifest integrity: selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Scan: pending","Hosted files: 13/28 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":13,"externalFiles":15,"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-com-kotobalabs-open-jev-deberta-v3-large/mirrors"}},"mirrorCompletion":{"status":"partial","hostedFiles":13,"totalFiles":15,"externalFiles":2,"hostedBytes":1759835668,"externalBytes":1519,"lowRiskExternalFiles":1,"overFileCapFiles":0,"overBatchCapFiles":0,"directMirrorExternalFiles":1,"directMirrorExternalBytes":1519,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[{"path":".gitattributes","sizeBytes":1519,"risk":"low","format":"gitattributes"}],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[{"path":".gitattributes","sizeBytes":1519,"risk":"low","format":"gitattributes","overFileCap":false},{"path":"typed_decisions/__init__.py","sizeBytes":0,"risk":"medium","format":"py","overFileCap":false}]},"cardDescription":"Sorts text into categories.","licenseLabel":"apache-2.0","recommendedFile":{"path":"model.safetensors","fileCount":1,"selectedSizeBytes":1736094384,"files":[{"path":"model.safetensors","sizeBytes":1736094384,"downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/model.safetensors"}],"sizeBytes":1736094384,"storageSizeBytes":1736094384,"hosted":true,"downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/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/com-kotobalabs/open-jev-deberta-v3-large","upstream":{"gated":false,"repoId":"com-kotobalabs/open-jev-deberta-v3-large","private":false,"repoUrl":"https://huggingface.co/com-kotobalabs/open-jev-deberta-v3-large","disabled":false,"provider":"huggingface","repoType":"model","revision":"188ee67a5c93122b916e5acd5bdb0cb3623e380a","fetchedAt":"2026-10-10T04:00:03.425Z","importMode":"external-catalog","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-10T04:00:03.425Z","revision":"188ee67a5c93122b916e5acd5bdb0cb3623e380a"},"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":"2026-11-07T05:35:00.531Z","serveEvaluationId":"serve-93392a2c7209cd6da402d8d1f71e0a749f191ceed7601e368c023892dba95fa7","readiness":"ready","downloadReady":true,"mirroredBytes":1759835668,"readinessCheckedAt":"2026-11-07T05:35:00.681Z","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":"2026-11-07T05:35:00.531Z","serveEvaluationId":"serve-93392a2c7209cd6da402d8d1f71e0a749f191ceed7601e368c023892dba95fa7","readiness":"ready","downloadReady":true,"hostedFileCount":13,"mirroredBytes":1759835668,"readinessCheckedAt":"2026-11-07T05:35:00.531Z","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-com-kotobalabs-open-jev-deberta-v3-large","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-com-kotobalabs-open-jev-deberta-v3-large","repo":"com-kotobalabs/open-jev-deberta-v3-large","type":"llm","purpose":"open-weights language model for text classification","license":{"id":"apache-2.0","label":"apache-2.0","state":"known","url":"https://spdx.org/licenses/Apache-2.0.html","source":"spdx","hostedFile":false,"commercialUse":"yes","terms":"Permissive open license: commercial use, modification, and redistribution are permitted."},"task":{"id":"text-classification","label":"text classification"},"size":{"bytes":1759837187,"label":"1.76 GB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":false,"hostedBytes":0,"hostedLabel":"size unknown","hostedSummary":"at least 13 listed files; full count and size unknown","hostedIsSubset":false,"downloadBytes":1736094384,"downloadLabel":"1.74 GB","recommended":{"path":"model.safetensors","fileName":"model.safetensors","fileCount":1,"quant":"","bytes":1736094384,"label":"1.74 GB","variants":1,"basis":"caller-selected"},"parameters":null,"sentence":"Hosted here: at least 13 listed files; full count and size unknown. Full repo upstream: 1.76 GB. The recommended download, model.safetensors, is 1.74 GB."},"files":{"hosted":13,"total":28,"label":"13 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-com-kotobalabs-open-jev-deberta-v3-large","signature":{"version":1,"algorithm":"Ed25519","key_id":"ed25519:718f9ccff1cef500235425ce","canonical_digest":"sha256:485e21103246dac70a41baf7d1d8caacae8a434eb998bf05ce77800c3d0b9aad","value":"mqmC6ZtRAZkwbuWUDOOKXrdMj_TkemmWKng0WNM-jWRbIXtoMEDQUnellzltMbTcvW5TkC_KzI_aOg-v7uiCAA","signed_at":"2026-11-07T05:35:00.547Z","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 (13 hosted files)","url":"/artifact/hf-model-com-kotobalabs-open-jev-deberta-v3-large/files"},"released":{"iso":"2026-09-21","label":"Sep 21, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-09-24","label":"Sep 24, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/com-kotobalabs/open-jev-deberta-v3-large","repoId":"com-kotobalabs/open-jev-deberta-v3-large"},"languages":["en"],"baseModel":{"ref":"microsoft/deberta-v3-large","url":"https://huggingface.co/microsoft/deberta-v3-large","resolveUrl":"/resolve?q=microsoft%2Fdeberta-v3-large"},"paperIds":[],"arxivIds":[],"sameAs":["https://huggingface.co/com-kotobalabs/open-jev-deberta-v3-large"],"creator":{"@type":"Organization","name":"com-kotobalabs","url":"https://huggingface.co/com-kotobalabs","sameAs":["https://huggingface.co/com-kotobalabs"]},"scholarlyArticles":[],"scanStatus":"pending","faq":[{"id":"what-is-it","question":"What is com-kotobalabs/open-jev-deberta-v3-large?","answer":"com-kotobalabs/open-jev-deberta-v3-large is an open-weights language model for text classification published by com-kotobalabs, added to Hugging Bay Sep 21, 2026. Model from Hugging Face for text classification: com-kotobalabs/open-jev-deberta-v3-large · transformers"},{"id":"license","question":"What license does com-kotobalabs/open-jev-deberta-v3-large 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 com-kotobalabs/open-jev-deberta-v3-large?","answer":"Hosted here: at least 13 listed files; full count and size unknown. Full repo upstream: 1.76 GB. The recommended download, model.safetensors, is 1.74 GB."},{"id":"download","question":"Where can I download com-kotobalabs/open-jev-deberta-v3-large?","answer":"Hosted here: at least 13 listed files; full count and size unknown. Full repo upstream: 1.76 GB. The original release is at https://huggingface.co/com-kotobalabs/open-jev-deberta-v3-large."},{"id":"safety","question":"Has com-kotobalabs/open-jev-deberta-v3-large 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. 13 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-com-kotobalabs-open-jev-deberta-v3-large/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will com-kotobalabs/open-jev-deberta-v3-large 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":"open-jev-deberta-v3-large is an open-weights language model for text classification. The primary file is model.safetensors (1.74 GB). The primary file needs about 3 GB free for the selected file (file plus room to run it). License: Apache 2.0. The SHA-256 prefix is 3f1d5bc3b6d3. 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":"open-jev-deberta-v3-large · 1.74 GB · ~3 GB RAM · License: Apache 2.0 · SHA-256 3f1d5bc3b6d3 · Download available"},"modelRecipeReceipt":null},"guidedDownloadCard":{"schemaVersion":"hugging-bay.guided-download-card/v2","artifactId":"hf-model-com-kotobalabs-open-jev-deberta-v3-large","repo":"com-kotobalabs/open-jev-deberta-v3-large","serveState":"READY","downloadReady":true,"reasonCodes":[],"withheld":{"active":false},"wasmRun":null,"bytesOnStorage":true,"file":{"path":"model.safetensors","fileName":"model.safetensors","sha256":"3f1d5bc3b6d3dc412ea2c499446fcbd212242d79baf16bc0eda155b4ebbac806","bytes":1736094384,"sizeLabel":"1.74 GB","needGb":null,"downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/model.safetensors"},"noHostedWeights":false,"notSingleFile":false,"download":{"available":true,"url":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/model.safetensors","sizeLabel":"1.74 GB","bytes":1736094384,"fileCount":1,"files":[{"path":"model.safetensors","fileName":"model.safetensors","sha256":"3f1d5bc3b6d3dc412ea2c499446fcbd212242d79baf16bc0eda155b4ebbac806","bytes":1736094384,"sizeLabel":"1.74 GB","needGb":null,"downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/model.safetensors"}],"sha256":"3f1d5bc3b6d3dc412ea2c499446fcbd212242d79baf16bc0eda155b4ebbac806"},"otherFiles":[{"path":"README.md","fileName":"README.md","sha256":"885eff8a574bb85692da85c550a86742406e6a65b6825d1476db524a65c0b5f9","sizeLabel":"6.24 KB","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/README.md"},{"path":"added_tokens.json","fileName":"added_tokens.json","sha256":"e81a7ccf7047df51f32ccbbef0e31478ec353d5dfa3bcd879fff34a210b3647b","sizeLabel":"80 bytes","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/added_tokens.json"},{"path":"config.json","fileName":"config.json","sha256":"e1bf1abe70dc5a76092d2f72d986cf113e9331f4d9c61610ebe8ef6a03d1a44f","sizeLabel":"826 bytes","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/config.json"},{"path":"head.safetensors","fileName":"head.safetensors","sha256":"f101be67c5808a810abbcede9ebe702f7e4af4aa6f7298bb243842ce9e3a295a","sizeLabel":"12.6 MB","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/head.safetensors"},{"path":"open_jev_config.json","fileName":"open_jev_config.json","sha256":"128c6b453bda8f477a186c6e13a303f2665c75330daab4ced322f84767bb5799","sizeLabel":"734 bytes","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/open_jev_config.json"},{"path":"special_tokens_map.json","fileName":"special_tokens_map.json","sha256":"e8011491ba6d7a28785c2a1f99142615792b99409003965d8092608b49aed3c0","sizeLabel":"740 bytes","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/special_tokens_map.json"},{"path":"spm.model","fileName":"spm.model","sha256":"c679fbf93643d19aab7ee10c0b99e460bdbc02fedf34b92b05af343b4af586fd","sizeLabel":"2.46 MB","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/spm.model"},{"path":"tokenizer.json","fileName":"tokenizer.json","sha256":"cd119378b0160677b7a1e561ba29ada83918c1d420b326516a585382e83d9d39","sizeLabel":"8.66 MB","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/tokenizer.json"},{"path":"tokenizer_config.json","fileName":"tokenizer_config.json","sha256":"52e0421535dd20e51dd25f4ce965cf2689a7392956f84ca4867667efab600340","sizeLabel":"1.91 KB","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/tokenizer_config.json"},{"path":"typed_decisions/encoder.py","fileName":"encoder.py","sha256":"59ae43a157575cd09ae31afd691156ee4a66ad8929d317970404dd9fe6bbfc53","sizeLabel":"9.91 KB","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/typed_decisions%2Fencoder.py"},{"path":"typed_decisions/open_jev.py","fileName":"open_jev.py","sha256":"15759988c5eb99a41347b4b3f948c0b5ef19dfc6630cc9158bcd4ae80bb2df0d","sizeLabel":"4.38 KB","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/typed_decisions%2Fopen_jev.py"},{"path":"typed_decisions/schema.py","fileName":"schema.py","sha256":"976eca07aceae8e3c1b2ee9911c614359a1b1e04b590837491816cc93e469c3a","sizeLabel":"3.27 KB","downloadUrl":"/api/downloads/hf-model-com-kotobalabs-open-jev-deberta-v3-large/typed_decisions%2Fschema.py"}],"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":13,"totalFiles":28},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-11-07T05:35:00.689Z","readiness":"ready","downloadable":true,"downloadStatus":"READY","hostedFileCount":13,"mirroredBytes":1759835668,"readinessCheckedAt":"2026-11-07T05:35:00.691Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":13,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-07T05:35:00.691Z","evidence_url":"/api/manifests/hf-model-com-kotobalabs-open-jev-deberta-v3-large"}},"canIRun":true,"modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for sorting text into categories.","confidence":"low","task":"text-classification","audience":null,"basis":"recorded-metadata","rules":["task:text-classification"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"microsoft/deberta-v3-large"},{"field":"task","value":"text-classification"},{"field":"cardMetadata.pipelineTag","value":"text-classification"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs","task-tags-conflict"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"microsoft/deberta-v3-large","field":"baseModel"}],"parameters":null,"size":{"bytes":1759837187,"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":"com-kotobalabs/open-jev-deberta-v3-large"}},"runs_here":{"schema_version":1,"artifact_id":"hf-model-com-kotobalabs-open-jev-deberta-v3-large","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-com-kotobalabs-open-jev-deberta-v3-large","revision":"188ee67a5c93122b916e5acd5bdb0cb3623e380a","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":"2026-11-07T05:35:00.681Z","evidence_url":"/api/manifests/hf-model-com-kotobalabs-open-jev-deberta-v3-large"}}