[{"_1":2,"_192":-5,"_193":-5},"loaderData",{"_3":4,"_17":18,"_25":26,"_167":168},"root",{"_5":-5,"_6":-7,"_7":8,"_9":-7,"_10":11,"_12":-7,"_13":14,"_15":16},"currentUser","primaryEmail","siteVerification","6LeIxAcTAAAAAJcZVRqyHh71UMIEGNQ_MXjiZKhI","toast","enableDev",false,"incidentStatus","theme","system","contrast","normal","routes/_layout",{"_19":-5,"_20":21,"_22":11,"_23":11,"_24":21},"username","isAskGordonEnabled",true,"isGordonCardsEnabled","showMinimalLanding","showHoneypotTrap","routes/_layout.r.$namespace.$reponame",{"_27":28,"_29":-5,"_30":11,"_31":11,"_32":33,"_34":35,"_36":-5,"_37":11,"_38":39,"_90":91,"_114":115,"_119":120,"_154":-5,"_155":11,"_156":21,"_157":11,"_158":11,"_159":11,"_160":-5,"_161":11,"_162":-5,"_163":164,"_165":121,"_166":-7},"canonicalUrl","https://hub.docker.com/r/ai/ripple-preview/tags","mcpServer","canSeeDockerfile","canSeeAutobuilds","namespace","ai","reponame","ripple-preview","cloudBuildSource","isAutobuildsAvailable","repo",{"_40":41,"_42":43,"_45":46,"_47":48,"_49":11,"_50":51,"_52":53,"_54":55,"_57":35,"_32":33,"_58":59,"_60":61,"_62":63,"_64":65,"_66":67,"_68":-5,"_69":63,"_70":71,"_72":11,"_73":74,"_75":76,"_81":11,"_82":83,"_87":33,"_88":89},"categories",[],"content_types",[44],"unrecognized","date_registered","2026-11-10T11:18:05.751464Z","description","","is_private","last_updated","2026-11-11T02:14:36.210787Z","last_modified","2026-11-15T05:11:19.351206Z","media_types",[56],"application/vnd.cncf.model.manifest.v1+json","name","pull_count",247,"repository_type","image","star_count",0,"status",1,"status_description","active","source","collaborator_count","full_description","# Ripple-65B Preview NVFP4 (Experimental)\n\n

\n\n

\n\nRicursive Intelligence introduces **Ripple-65B Preview**, a 65B parameter dense Transformer model pretrained on 12 trillion tokens with support for up to 1M context length. \nRipple-65B Preview delivers strong results on agentic coding, scoring **80.52 on TerminalBench 2.1** and\nsurpassing significantly-larger US open-weight models such as Reflection Beam 501B (**80.1**), Meta Muse Spark Open 816B (**76.4**), \nThinking Machines Inkling 975B (**63.8**), and NVIDIA Nemotron 3 Ultra 550B (**56.4**). \n\nOur Preview release includes an instruction-tuned model in BF16 and NVFP4 numerics, and a BF16 base model. **This repo contains the NVFP4 instruction-tuned checkpoint.**\n\nThis is a conservative quantization of the BF16 checkpoint, using NVFP4 for the MLP layers while keeping attention in BF16.\n\n## Citation\n\n```bibtex\n@misc{ricursive2026ripple65b,\n title={Ripple-65B: Pushing the Frontier of Local Intelligence},\n author={Ricursive Intelligence},\n year={2026},\n}\n```\n\n## Contact\n\nFor questions and comments, please contact us at [info@ricursive.com](mailto:info@ricursive.com). To learn more, please visit our [website](https://www.ricursive.com).","has_starred","hub_user","ericcurtin044","immutable_tags_settings",{"_77":11,"_78":79},"enabled","rules",[80],".*","is_automated","permissions",{"_84":21,"_85":11,"_86":11},"read","write","admin","user","storage_size",57221188483,"orgData",{"_92":93,"_94":95,"_96":97,"_98":33,"_99":48,"_100":101,"_102":103,"_104":105,"_106":107,"_108":109,"_110":48,"_111":112,"_113":21},"id","24d9c867e1a94da6b95aea2650d8ac17","uuid","24d9c867-e1a9-4da6-b95a-ea2650d8ac17","type","organization","orgname","full_name","location","San Francisco, CA, USA","company","Docker","profile_url","https://www.docker.com","date_joined","2024-10-01T12:49:08.457388Z","gravatar_url","https://www.gravatar.com/avatar/56b6e15d486f6407690a6cb56e3fa68e?s=80&r=g&d=mm","gravatar_email","badge","verified_publisher","is_active","repoLogoData",{"_116":-5,"_117":109,"_118":21},"logoUrl","gravatarUrl","isOrg","recentTags",[121,144,149],{"_122":44,"_123":124,"_125":126,"_127":128,"_92":129,"_130":131,"_50":132,"_133":124,"_134":74,"_135":56,"_57":136,"_137":138,"_139":140,"_141":132,"_142":67,"_143":21},"content_type","creator",36638321,"digest","sha256:50bca4625c20789786505e042dae0f56cb075a5fd000f01504212fb2bba32e85","full_size",57221178194,1395347689,"images",[],"2026-11-11T02:14:36.110687Z","last_updater","last_updater_username","media_type","latest","repository",33279647,"tag_last_pulled","2026-11-15T05:11:19.01232985Z","tag_last_pushed","tag_status","v2",{"_122":44,"_123":124,"_125":126,"_127":128,"_92":145,"_130":146,"_50":147,"_133":124,"_134":74,"_135":56,"_57":148,"_137":138,"_139":140,"_141":147,"_142":67,"_143":21},1395349678,[],"2026-11-11T02:14:35.550741Z","65b",{"_122":44,"_123":124,"_125":126,"_127":128,"_92":150,"_130":151,"_50":152,"_133":124,"_134":74,"_135":56,"_57":153,"_137":138,"_139":140,"_141":152,"_142":67,"_143":21},1395350251,[],"2026-11-11T02:14:32.888841Z","65b-nvfp4","sbxKitMetadata","isPotentialSpam","isHubSbxKitsEnabled","showSbxRunInCloud","showSbxAgenticPlatformBadge","showSbxLogoOverride","sbxTrademarkText","displaySecurityMetadata","tagAttestations","tagsHaveAttestations",[],"selectedTag","attestationsUrl","routes/_layout.r.$namespace.$reponame.tags",{"_38":169,"_176":177,"_163":190,"_191":11},{"_40":170,"_42":171,"_45":46,"_47":48,"_49":11,"_50":51,"_52":53,"_54":172,"_57":35,"_32":33,"_58":59,"_60":61,"_62":63,"_64":65,"_66":67,"_68":-5,"_69":63,"_70":71,"_72":11,"_73":74,"_75":173,"_81":11,"_82":175,"_87":33,"_88":89},[],[44],[56],{"_77":11,"_78":174},[80],{"_84":21,"_85":11,"_86":11},"tags",{"_178":179,"_180":-5,"_181":-5,"_182":183},"count",3,"next","previous","results",[184,186,188],{"_122":44,"_123":124,"_125":126,"_127":128,"_92":129,"_130":185,"_50":132,"_133":124,"_134":74,"_135":56,"_57":136,"_137":138,"_139":140,"_141":132,"_142":67,"_143":21},[],{"_122":44,"_123":124,"_125":126,"_127":128,"_92":145,"_130":187,"_50":147,"_133":124,"_134":74,"_135":56,"_57":148,"_137":138,"_139":140,"_141":147,"_142":67,"_143":21},[],{"_122":44,"_123":124,"_125":126,"_127":128,"_92":150,"_130":189,"_50":152,"_133":124,"_134":74,"_135":56,"_57":153,"_137":138,"_139":140,"_141":152,"_142":67,"_143":21},[],[],"canDeleteTags","actionData","errors"]

ai/ripple-preview

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