{"id":"hf-model-lightonai-lightonocr-1b-1025","name":"LightOnOCR-1B-1025","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","mistral3","text-generation","ocr","document-understanding","vision-language","pdf","tables","forms","image-to-text","en","fr","de","es","it","nl","pt","sv","da"],"task":"image-to-text","type":"vision","evals":[],"owner":"lightonai","stars":256,"formats":["yaml","gitattributes","md","json","jinja","png","txt","safetensors"],"hosting":{"status":"hosted","totalFiles":17,"hostedFiles":10,"mirroredBytes":2322660102,"mirroredFiles":10,"hostedFilesAuthority":"live-serve-decision","hosted":true,"downloadable":true,"readyFileCount":10,"serveAuthority":"live-serve-decision","downloadReady":true},"license":"apache-2.0","summary":"Model from Hugging Face for image to text: lightonai/LightOnOCR-1B-1025 · transformers","version":"hf-main","modality":"vision","upstream":{"gated":false,"repoId":"lightonai/LightOnOCR-1B-1025","private":false,"repoUrl":"https://huggingface.co/lightonai/LightOnOCR-1B-1025","disabled":false,"provider":"huggingface","repoType":"model","revision":"7e3e7b0cb83e237e7d237af5a583a002ea632547","fetchedAt":"2026-10-02T00:58:59.395Z","importMode":"external-catalog","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-02T00:58:59.395Z","revision":"7e3e7b0cb83e237e7d237af5a583a002ea632547"},"licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"versions":[{"commit":"7e3e7b0","version":"hf-main","releasedAt":"2026-06-29T16:46:16.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"citations":0,"createdAt":"2026-06-29T22:21:52.982Z","fileCount":17,"framework":"transformers","publisher":"lightonai","sizeBytes":2339601264,"sourceUrl":"https://huggingface.co/lightonai/LightOnOCR-1B-1025","updatedAt":"2026-06-29T16:46:16.000Z","scanStatus":"pending","visibility":"public","description":"External Hugging Face catalog record for lightonai/LightOnOCR-1B-1025. Task: image to text. Library: transformers. Languages: en, fr, de, es, it, nl, pt, sv. Files we host have a published SHA-256.","mirrorCount":0,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-10-02T00:58:59.543Z.","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":["2601.14251","2412.13663"],"repoType":"model","baseModel":"","languages":["en","fr","de","es","it","nl","pt","sv","da"],"sourceUrl":"https://huggingface.co/lightonai/LightOnOCR-1B-1025","evalResults":[],"libraryName":"transformers","pipelineTag":"image-to-text","cardDataKeys":["language","library_name","license","new_version","pipeline_tag","tags"],"semanticText":"image-to-text transformers vision model en fr de es it nl pt sv da safetensors vision-language","semanticTerms":["image-to-text","transformers","vision","model","en","fr","de","es","it","nl","pt","sv","da","safetensors","vision-language"],"siblingSample":[{"lfs":false,"path":".eval_results/olmocrbench.yaml","sizeBytes":2031},{"lfs":false,"path":".gitattributes","sizeBytes":1628},{"lfs":false,"path":"README.md","sizeBytes":7675},{"lfs":false,"path":"added_tokens.json","sizeBytes":707},{"lfs":false,"path":"chat_template.jinja","sizeBytes":720},{"lfs":false,"path":"config.json","sizeBytes":2087},{"lfs":false,"path":"generation_config.json","sizeBytes":238},{"lfs":true,"path":"lightonocr-banner.png","sizeBytes":1067782},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model.safetensors","sizeBytes":2322532696},{"lfs":false,"path":"notebook.ipynb","sizeBytes":107274},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":703},{"lfs":false,"path":"processor_config.json","sizeBytes":208},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":613},{"lfs":true,"path":"tokenizer.json","sizeBytes":11422654},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":5562},{"lfs":false,"path":"vocab.json","sizeBytes":2776833}],"modelIndexNames":[]},"releaseGates":{"scan":"pending","files":"pending","license":"passed","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":209248,"hostedFileCount":10,"cardCompleteness":92,"externalFileCount":7,"verificationStatus":"pending","requestedVisibility":"public","repo":"lightonai/LightOnOCR-1B-1025","files":[{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_849414032e1394a1ed9f1dc7a49dcab01a100383444a67a819b4a4d9be76b5cf","policyDigest":"sha256:73a6b277e597d127826c92f6985ffb1b99374190d0583e69e582429bcd3372ff","publicationId":"hbeol_849414032e1394a1ed9f1dc7a49dcab01a100383444a67a819b4a4d9be76b5cf","payloadReadsPerformed":0,"securityScanPerformed":false},"path":".eval_results/olmocrbench.yaml","sizeBytes":2031,"storageSizeBytes":2031,"format":"yaml","sha256":"2dffab429b8c3a53c4772e7517b7fc4ce0af55822bf180e3ef87875716049d9f","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"e9de02bc4e093365eae8aa3c10eacd700e43064a","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_849414032e1394a1ed9f1dc7a49dcab01a100383444a67a819b4a4d9be76b5cf","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:73a6b277e597d127826c92f6985ffb1b99374190d0583e69e582429bcd3372ff","existingObjectRegistrationId":"hbeoa_849414032e1394a1ed9f1dc7a49dcab01a100383444a67a819b4a4d9be76b5cf","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/.eval_results%2Folmocrbench.yaml","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now."},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_988103460f11c730c13b624bf400cbc01a683e6fe65570ce7099ebcd76858ba1","policyDigest":"sha256:73a6b277e597d127826c92f6985ffb1b99374190d0583e69e582429bcd3372ff","publicationId":"hbeol_988103460f11c730c13b624bf400cbc01a683e6fe65570ce7099ebcd76858ba1","payloadReadsPerformed":0,"securityScanPerformed":false},"path":".gitattributes","sizeBytes":1628,"storageSizeBytes":1628,"format":"gitattributes","sha256":"4182c80b6087d24eb19b1016b7ed883249714e487bdbacdd5d856e43258c8f94","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"529b9207ddfceed1e1c0e29fe661d846b402ba1c","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_988103460f11c730c13b624bf400cbc01a683e6fe65570ce7099ebcd76858ba1","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:73a6b277e597d127826c92f6985ffb1b99374190d0583e69e582429bcd3372ff","existingObjectRegistrationId":"hbeoa_988103460f11c730c13b624bf400cbc01a683e6fe65570ce7099ebcd76858ba1","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/.gitattributes","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now."},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_f74ec67cbf782f3e157460f4e1b56cd9a67eb8910b19cdbe3c732c656fe25503","policyDigest":"sha256:73a6b277e597d127826c92f6985ffb1b99374190d0583e69e582429bcd3372ff","publicationId":"hbeol_f74ec67cbf782f3e157460f4e1b56cd9a67eb8910b19cdbe3c732c656fe25503","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"README.md","sizeBytes":7675,"storageSizeBytes":7675,"format":"md","sha256":"01c78a2cdf5c21a91ff3a9d35ffd6e67b3244e21dd8d800474203a20ab3c09f3","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"83c9cb18b2b97ce5af190165759c460a9f82096c","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_f74ec67cbf782f3e157460f4e1b56cd9a67eb8910b19cdbe3c732c656fe25503","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:73a6b277e597d127826c92f6985ffb1b99374190d0583e69e582429bcd3372ff","existingObjectRegistrationId":"hbeoa_f74ec67cbf782f3e157460f4e1b56cd9a67eb8910b19cdbe3c732c656fe25503","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/README.md","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now."},{"path":"added_tokens.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":707,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"b54f9135e44c1e81047e8d05cb027af8bc039eed","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."},{"path":"chat_template.jinja","risk":"low","format":"jinja","sha256":"","lfsSha256":"","sizeBytes":720,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"0c27424f10adf7009c9b85b96f70ac4a38f6a489","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."},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_6b23a77297b7d03f399412b7b64dad20b4a79d022f840e372072d9a7c4ca8e1f","policyDigest":"sha256:82a031a5003c6b78142cf22d0a28398da06ff8d6b80fffbfc93b101e932998a7","publicationId":"hbeol_6b23a77297b7d03f399412b7b64dad20b4a79d022f840e372072d9a7c4ca8e1f","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"config.json","sizeBytes":2087,"storageSizeBytes":2087,"format":"json","sha256":"df8fda046413cb42e186aa7fc72d7cf0d697ff17678aed9e32ed8a5a863d6ab8","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"ee0e0b9ee1e9123669157769b5f1035d838ec08d","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_6b23a77297b7d03f399412b7b64dad20b4a79d022f840e372072d9a7c4ca8e1f","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:82a031a5003c6b78142cf22d0a28398da06ff8d6b80fffbfc93b101e932998a7","existingObjectRegistrationId":"hbeoa_6b23a77297b7d03f399412b7b64dad20b4a79d022f840e372072d9a7c4ca8e1f","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/config.json","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now."},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_f7ea6dc711e2b6e0e69cbdd59dee5ff7c8098993c5d9fb58fda27e5babb8fb77","policyDigest":"sha256:82a031a5003c6b78142cf22d0a28398da06ff8d6b80fffbfc93b101e932998a7","publicationId":"hbeol_f7ea6dc711e2b6e0e69cbdd59dee5ff7c8098993c5d9fb58fda27e5babb8fb77","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"generation_config.json","sizeBytes":238,"storageSizeBytes":238,"format":"json","sha256":"f97ec14de135aa4e6aaaaa71fa2e03e90f24b2fdfac6bb70b595d7b3c470d874","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"aa9ad74ee41305657bf9deae9376a1e62f280f24","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_f7ea6dc711e2b6e0e69cbdd59dee5ff7c8098993c5d9fb58fda27e5babb8fb77","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:82a031a5003c6b78142cf22d0a28398da06ff8d6b80fffbfc93b101e932998a7","existingObjectRegistrationId":"hbeoa_f7ea6dc711e2b6e0e69cbdd59dee5ff7c8098993c5d9fb58fda27e5babb8fb77","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/generation_config.json","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now."},{"path":"lightonocr-banner.png","risk":"low","format":"png","sha256":"9c336d908f36808c8e7037db52cd2c7d7d80e6ed9c9da03ea0e51e3b57ab7e55","lfsSha256":"9c336d908f36808c8e7037db52cd2c7d7d80e6ed9c9da03ea0e51e3b57ab7e55","sizeBytes":1067782,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"03a2e5efbffe80c4d3906a25e519d82a38a943e7","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."},{"path":"merges.txt","risk":"low","format":"txt","sha256":"","lfsSha256":"","sizeBytes":1671853,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"31349551d90c7606f325fe0f11bbb8bd5fa0d7c7","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."},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_8598435470b1f293f87546636d038180855a521d27c04108736d5c6a29136ace","policyDigest":"sha256:c042b7fcdfe126abb122c9ed7517c8d8b03b9f78f5d3f0e8a92501b2cf80f69a","publicationId":"hbeol_8598435470b1f293f87546636d038180855a521d27c04108736d5c6a29136ace","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model.safetensors","sizeBytes":2322532696,"storageSizeBytes":2322532696,"format":"safetensors","sha256":"c588f8ef5e616dea80f0cb57cf9e82725d98571fdbce3e1e7f507859bb8140d7","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"c588f8ef5e616dea80f0cb57cf9e82725d98571fdbce3e1e7f507859bb8140d7","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_8598435470b1f293f87546636d038180855a521d27c04108736d5c6a29136ace","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:c042b7fcdfe126abb122c9ed7517c8d8b03b9f78f5d3f0e8a92501b2cf80f69a","existingObjectRegistrationId":"hbeoa_8598435470b1f293f87546636d038180855a521d27c04108736d5c6a29136ace","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/model.safetensors","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now."},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_29c6081957ea7bd711bcff941dd2c37f95331ec3bd1c214ed4fdcbdaaaa84c8b","policyDigest":"sha256:73a6b277e597d127826c92f6985ffb1b99374190d0583e69e582429bcd3372ff","publicationId":"hbeol_29c6081957ea7bd711bcff941dd2c37f95331ec3bd1c214ed4fdcbdaaaa84c8b","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"notebook.ipynb","sizeBytes":107274,"storageSizeBytes":107274,"format":"ipynb","sha256":"8ca341326b4197c54b2c703dd94397a819778e9b10b3fa6302a66d32dd050731","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"a391cbc0553843c36c20477fa85f164dc3cdf9e5","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_29c6081957ea7bd711bcff941dd2c37f95331ec3bd1c214ed4fdcbdaaaa84c8b","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:73a6b277e597d127826c92f6985ffb1b99374190d0583e69e582429bcd3372ff","existingObjectRegistrationId":"hbeoa_29c6081957ea7bd711bcff941dd2c37f95331ec3bd1c214ed4fdcbdaaaa84c8b","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/notebook.ipynb","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now."},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_b223c90b9b433013ca5da404551344e3be7cc6017edf2547d0ef27d4e7705f1b","policyDigest":"sha256:82a031a5003c6b78142cf22d0a28398da06ff8d6b80fffbfc93b101e932998a7","publicationId":"hbeol_b223c90b9b433013ca5da404551344e3be7cc6017edf2547d0ef27d4e7705f1b","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"preprocessor_config.json","sizeBytes":703,"storageSizeBytes":703,"format":"json","sha256":"03d2a75c089d5cc899895ba9b474fd0b45e87b35439b0ed57eb2b2929de64622","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"4472d88bf49eb91f2fc64950e667c4f807718c27","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_b223c90b9b433013ca5da404551344e3be7cc6017edf2547d0ef27d4e7705f1b","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:82a031a5003c6b78142cf22d0a28398da06ff8d6b80fffbfc93b101e932998a7","existingObjectRegistrationId":"hbeoa_b223c90b9b433013ca5da404551344e3be7cc6017edf2547d0ef27d4e7705f1b","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/preprocessor_config.json","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now."},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_4cf0f4d4cf64ee5c8225338dd4696f91d26be2e6576dbed8bb2d77fe2ad6b643","policyDigest":"sha256:82a031a5003c6b78142cf22d0a28398da06ff8d6b80fffbfc93b101e932998a7","publicationId":"hbeol_4cf0f4d4cf64ee5c8225338dd4696f91d26be2e6576dbed8bb2d77fe2ad6b643","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"processor_config.json","sizeBytes":208,"storageSizeBytes":208,"format":"json","sha256":"dbb67fdb079f4a590d711c0106d6d71894f2c11e8ae274317f19b750dffe0d05","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"b026a7df01a81b708e2d96c41a8ac89d957b54c8","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_4cf0f4d4cf64ee5c8225338dd4696f91d26be2e6576dbed8bb2d77fe2ad6b643","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:82a031a5003c6b78142cf22d0a28398da06ff8d6b80fffbfc93b101e932998a7","existingObjectRegistrationId":"hbeoa_4cf0f4d4cf64ee5c8225338dd4696f91d26be2e6576dbed8bb2d77fe2ad6b643","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/processor_config.json","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now."},{"path":"special_tokens_map.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":613,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"ac23c0aaa2434523c494330aeb79c58395378103","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."},{"path":"tokenizer.json","risk":"low","format":"json","sha256":"aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4","lfsSha256":"aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4","sizeBytes":11422654,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"cd71f61a15a522601badb3dc960d800d9cb3766c","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."},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_a7046c65a80bdcd199dfcc191e89a020f25246c3facec7738fa451cc34c45488","policyDigest":"sha256:82a031a5003c6b78142cf22d0a28398da06ff8d6b80fffbfc93b101e932998a7","publicationId":"hbeol_a7046c65a80bdcd199dfcc191e89a020f25246c3facec7738fa451cc34c45488","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"tokenizer_config.json","sizeBytes":5562,"storageSizeBytes":5562,"format":"json","sha256":"8f8b9cb7e83e719af081a65b7e25af3539326892fe54e8da3da3be6562d03e35","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"8cca63322ac15955dbb1eb69b972f20af629c33d","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_a7046c65a80bdcd199dfcc191e89a020f25246c3facec7738fa451cc34c45488","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:82a031a5003c6b78142cf22d0a28398da06ff8d6b80fffbfc93b101e932998a7","existingObjectRegistrationId":"hbeoa_a7046c65a80bdcd199dfcc191e89a020f25246c3facec7738fa451cc34c45488","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/tokenizer_config.json","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now."},{"path":"vocab.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":2776833,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"4783fe10ac3adce15ac8f358ef5462739852c569","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."}],"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":10,"publicFileCount":26,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-10-21T08:32:18.468Z","hostingStatus":"hosted","signals":{"size":{"known":true,"bytes":2339601264,"label":"2.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":209248,"upstreamStars":256,"label":"209K 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":"lightonai/LightOnOCR-1B-1025"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/17 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: lightonai/LightOnOCR-1B-1025","Byte manifest integrity: selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Scan: pending","Hosted files: 10/17 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":7,"totalFiles":17},"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-lightonai-lightonocr-1b-1025/mirrors"}},"mirrorCompletion":{"status":"partial","hostedFiles":10,"totalFiles":17,"externalFiles":7,"hostedBytes":2322660102,"externalBytes":16941162,"lowRiskExternalFiles":7,"overFileCapFiles":0,"overBatchCapFiles":0,"directMirrorExternalFiles":6,"directMirrorExternalBytes":15873380,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[{"path":"special_tokens_map.json","sizeBytes":613,"risk":"low","format":"json"},{"path":"added_tokens.json","sizeBytes":707,"risk":"low","format":"json"},{"path":"chat_template.jinja","sizeBytes":720,"risk":"low","format":"jinja"},{"path":"merges.txt","sizeBytes":1671853,"risk":"low","format":"txt"},{"path":"vocab.json","sizeBytes":2776833,"risk":"low","format":"json"},{"path":"tokenizer.json","sizeBytes":11422654,"risk":"low","format":"json"}],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[{"path":"tokenizer.json","sizeBytes":11422654,"risk":"low","format":"json","overFileCap":false},{"path":"vocab.json","sizeBytes":2776833,"risk":"low","format":"json","overFileCap":false},{"path":"merges.txt","sizeBytes":1671853,"risk":"low","format":"txt","overFileCap":false},{"path":"lightonocr-banner.png","sizeBytes":1067782,"risk":"low","format":"png","overFileCap":false},{"path":"chat_template.jinja","sizeBytes":720,"risk":"low","format":"jinja","overFileCap":false},{"path":"added_tokens.json","sizeBytes":707,"risk":"low","format":"json","overFileCap":false},{"path":"special_tokens_map.json","sizeBytes":613,"risk":"low","format":"json","overFileCap":false}]},"licenseLabel":"apache-2.0","recommendedFile":{"path":"model.safetensors","fileCount":1,"selectedSizeBytes":2322532696,"files":[{"path":"model.safetensors","sizeBytes":2322532696,"downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/model.safetensors"}],"sizeBytes":2322532696,"storageSizeBytes":2322532696,"hosted":true,"downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/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/lightonai/LightOnOCR-1B-1025","upstream":{"gated":false,"repoId":"lightonai/LightOnOCR-1B-1025","private":false,"repoUrl":"https://huggingface.co/lightonai/LightOnOCR-1B-1025","disabled":false,"provider":"huggingface","repoType":"model","revision":"7e3e7b0cb83e237e7d237af5a583a002ea632547","fetchedAt":"2026-10-02T00:58:59.395Z","importMode":"external-catalog","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-02T00:58:59.395Z","revision":"7e3e7b0cb83e237e7d237af5a583a002ea632547"},"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":"2026-10-21T08:34:26.984Z","serveEvaluationId":"serve-472ac30b4ae21c1d1237213f2fe050ac5678806d8ba28221e2cd1213ae622ba9","readiness":"ready","downloadReady":true,"mirroredBytes":2322660102,"readinessCheckedAt":"2026-10-21T08:34:27.165Z","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":"2026-10-21T08:34:26.984Z","serveEvaluationId":"serve-472ac30b4ae21c1d1237213f2fe050ac5678806d8ba28221e2cd1213ae622ba9","readiness":"ready","downloadReady":true,"hostedFileCount":10,"mirroredBytes":2322660102,"readinessCheckedAt":"2026-10-21T08:34:26.984Z","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-lightonai-lightonocr-1b-1025","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-lightonai-lightonocr-1b-1025","repo":"lightonai/LightOnOCR-1B-1025","type":"vision","purpose":"open-weights vision model for image captioning","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":"image-to-text","label":"image captioning"},"size":{"bytes":2339601264,"label":"2.34 GB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":false,"hostedBytes":0,"hostedLabel":"size unknown","hostedSummary":"at least 10 listed files; full count and size unknown","hostedIsSubset":false,"downloadBytes":2322532696,"downloadLabel":"2.32 GB","recommended":{"path":"model.safetensors","fileName":"model.safetensors","fileCount":1,"quant":"","bytes":2322532696,"label":"2.32 GB","variants":1,"basis":"caller-selected"},"parameters":{"totalB":1,"activeB":null,"label":"1B","activeLabel":"","source":"repo-name"},"sentence":"lightonai/LightOnOCR-1B-1025 has 1B parameters. Hosted here: at least 10 listed files; full count and size unknown. Full repo upstream: 2.34 GB. The recommended download, model.safetensors, is 2.32 GB."},"files":{"hosted":10,"total":26,"label":"10 hosted of 26 listed"},"manifestSigning":{"status":"signed","label":"Signed by the harbor","publicKeyUrl":"/api/keys/manifest-signing","keyId":"ed25519:718f9ccff1cef500235425ce","manifestUrl":"/api/manifests/hf-model-lightonai-lightonocr-1b-1025","signature":{"version":1,"algorithm":"Ed25519","key_id":"ed25519:718f9ccff1cef500235425ce","canonical_digest":"sha256:644fa3815cb41595e48b216c8abd2747384e3e1b901cd09733625a423cf7a17c","value":"T2L1b_WHlbRyA0tOpLqsTUsn7UVq98IX3e4wKaoH51tEFT4IPNUes91js2YWVN0cWflVbAjmNr4bikGm3szVBg","signed_at":"2026-10-21T08:34:27.023Z","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 (10 hosted files)","url":"/artifact/hf-model-lightonai-lightonocr-1b-1025/files"},"released":{"iso":"2026-06-29","label":"Jun 29, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-06-29","label":"Jun 29, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/lightonai/LightOnOCR-1B-1025","repoId":"lightonai/LightOnOCR-1B-1025"},"languages":["en","fr","de","es","it","nl","pt","sv","da"],"baseModel":{"ref":"","url":"","resolveUrl":""},"paperIds":["2601.14251","2412.13663"],"arxivIds":["2601.14251","2412.13663"],"sameAs":["https://huggingface.co/lightonai/LightOnOCR-1B-1025","https://arxiv.org/abs/2601.14251","https://arxiv.org/abs/2412.13663"],"creator":{"@type":"Organization","name":"lightonai","url":"https://huggingface.co/lightonai","sameAs":["https://huggingface.co/lightonai"]},"scholarlyArticles":[{"@type":"ScholarlyArticle","@id":"https://arxiv.org/abs/2601.14251","identifier":"arXiv:2601.14251","url":"https://arxiv.org/abs/2601.14251","sameAs":"https://doi.org/10.48550/arXiv.2601.14251"},{"@type":"ScholarlyArticle","@id":"https://arxiv.org/abs/2412.13663","identifier":"arXiv:2412.13663","url":"https://arxiv.org/abs/2412.13663","sameAs":"https://doi.org/10.48550/arXiv.2412.13663"}],"scanStatus":"pending","faq":[{"id":"what-is-it","question":"What is lightonai/LightOnOCR-1B-1025?","answer":"lightonai/LightOnOCR-1B-1025 is an open-weights vision model for image captioning published by lightonai, added to Hugging Bay Jun 29, 2026. Model from Hugging Face for image to text: lightonai/LightOnOCR-1B-1025 · transformers"},{"id":"license","question":"What license does lightonai/LightOnOCR-1B-1025 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 lightonai/LightOnOCR-1B-1025?","answer":"lightonai/LightOnOCR-1B-1025 has 1B parameters. Hosted here: at least 10 listed files; full count and size unknown. Full repo upstream: 2.34 GB. The recommended download, model.safetensors, is 2.32 GB."},{"id":"download","question":"Where can I download lightonai/LightOnOCR-1B-1025?","answer":"Hosted here: at least 10 listed files; full count and size unknown. Full repo upstream: 2.34 GB. The original release is at https://huggingface.co/lightonai/LightOnOCR-1B-1025."},{"id":"safety","question":"Has lightonai/LightOnOCR-1B-1025 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. 10 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-lightonai-lightonocr-1b-1025/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will lightonai/LightOnOCR-1B-1025 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":"LightOnOCR-1B-1025 is an open-weights vision model for image captioning. The primary file is model.safetensors (2.32 GB). The primary file needs about 4 GB free for the selected file (file plus room to run it). License: Apache 2.0. The SHA-256 prefix is c588f8ef5e61. 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":"LightOnOCR-1B-1025 · 2.32 GB · ~4 GB RAM · License: Apache 2.0 · SHA-256 c588f8ef5e61 · Download available"},"modelRecipeReceipt":null},"guidedDownloadCard":{"schemaVersion":"hugging-bay.guided-download-card/v2","artifactId":"hf-model-lightonai-lightonocr-1b-1025","repo":"lightonai/LightOnOCR-1B-1025","serveState":"READY","downloadReady":true,"reasonCodes":[],"withheld":{"active":false},"wasmRun":null,"bytesOnStorage":true,"file":{"path":"model.safetensors","fileName":"model.safetensors","sha256":"c588f8ef5e616dea80f0cb57cf9e82725d98571fdbce3e1e7f507859bb8140d7","bytes":2322532696,"sizeLabel":"2.32 GB","needGb":null,"downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/model.safetensors"},"noHostedWeights":false,"notSingleFile":false,"download":{"available":true,"url":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/model.safetensors","sizeLabel":"2.32 GB","bytes":2322532696,"fileCount":1,"files":[{"path":"model.safetensors","fileName":"model.safetensors","sha256":"c588f8ef5e616dea80f0cb57cf9e82725d98571fdbce3e1e7f507859bb8140d7","bytes":2322532696,"sizeLabel":"2.32 GB","needGb":null,"downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/model.safetensors"}],"sha256":"c588f8ef5e616dea80f0cb57cf9e82725d98571fdbce3e1e7f507859bb8140d7"},"otherFiles":[{"path":".eval_results/olmocrbench.yaml","fileName":"olmocrbench.yaml","sha256":"2dffab429b8c3a53c4772e7517b7fc4ce0af55822bf180e3ef87875716049d9f","sizeLabel":"2.03 KB","downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/.eval_results%2Folmocrbench.yaml"},{"path":".gitattributes","fileName":".gitattributes","sha256":"4182c80b6087d24eb19b1016b7ed883249714e487bdbacdd5d856e43258c8f94","sizeLabel":"1.63 KB","downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/.gitattributes"},{"path":"README.md","fileName":"README.md","sha256":"01c78a2cdf5c21a91ff3a9d35ffd6e67b3244e21dd8d800474203a20ab3c09f3","sizeLabel":"7.67 KB","downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/README.md"},{"path":"added_tokens.json","fileName":"added_tokens.json","sha256":"","sizeLabel":"707 bytes","downloadUrl":null},{"path":"chat_template.jinja","fileName":"chat_template.jinja","sha256":"","sizeLabel":"720 bytes","downloadUrl":null},{"path":"config.json","fileName":"config.json","sha256":"df8fda046413cb42e186aa7fc72d7cf0d697ff17678aed9e32ed8a5a863d6ab8","sizeLabel":"2.09 KB","downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/config.json"},{"path":"generation_config.json","fileName":"generation_config.json","sha256":"f97ec14de135aa4e6aaaaa71fa2e03e90f24b2fdfac6bb70b595d7b3c470d874","sizeLabel":"238 bytes","downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/generation_config.json"},{"path":"lightonocr-banner.png","fileName":"lightonocr-banner.png","sha256":"9c336d908f36808c8e7037db52cd2c7d7d80e6ed9c9da03ea0e51e3b57ab7e55","sizeLabel":"1.07 MB","downloadUrl":null},{"path":"merges.txt","fileName":"merges.txt","sha256":"","sizeLabel":"1.67 MB","downloadUrl":null},{"path":"notebook.ipynb","fileName":"notebook.ipynb","sha256":"8ca341326b4197c54b2c703dd94397a819778e9b10b3fa6302a66d32dd050731","sizeLabel":"107.3 KB","downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/notebook.ipynb"},{"path":"preprocessor_config.json","fileName":"preprocessor_config.json","sha256":"03d2a75c089d5cc899895ba9b474fd0b45e87b35439b0ed57eb2b2929de64622","sizeLabel":"703 bytes","downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/preprocessor_config.json"},{"path":"processor_config.json","fileName":"processor_config.json","sha256":"dbb67fdb079f4a590d711c0106d6d71894f2c11e8ae274317f19b750dffe0d05","sizeLabel":"208 bytes","downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/processor_config.json"},{"path":"special_tokens_map.json","fileName":"special_tokens_map.json","sha256":"","sizeLabel":"613 bytes","downloadUrl":null},{"path":"tokenizer.json","fileName":"tokenizer.json","sha256":"aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4","sizeLabel":"11.4 MB","downloadUrl":null},{"path":"tokenizer_config.json","fileName":"tokenizer_config.json","sha256":"8f8b9cb7e83e719af081a65b7e25af3539326892fe54e8da3da3be6562d03e35","sizeLabel":"5.56 KB","downloadUrl":"/api/downloads/hf-model-lightonai-lightonocr-1b-1025/tokenizer_config.json"},{"path":"vocab.json","fileName":"vocab.json","sha256":"","sizeLabel":"2.78 MB","downloadUrl":null}],"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":10,"totalFiles":26},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-10-21T08:34:27.171Z","readiness":"ready","downloadable":true,"downloadStatus":"READY","hostedFileCount":10,"mirroredBytes":2322660102,"readinessCheckedAt":"2026-10-21T08:34:27.171Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":10},"modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for generating text from images.","confidence":"low","task":"image-to-text","audience":null,"basis":"recorded-metadata","rules":["task:image-to-text"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"image-to-text"},{"field":"cardMetadata.pipelineTag","value":"image-to-text"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","task-tags-conflict"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2339601264,"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":"lightonai/LightOnOCR-1B-1025"}},"runs_here":{"schema_version":1,"artifact_id":"hf-model-lightonai-lightonocr-1b-1025","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-lightonai-lightonocr-1b-1025","revision":"7e3e7b0cb83e237e7d237af5a583a002ea632547","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}}