[{"_1":2,"_186":-5,"_187":-5},"loaderData",{"_3":4,"_17":18,"_24":25,"_161":162},"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":21},"username","isAskGordonEnabled",true,"showMinimalLanding","showHoneypotTrap","routes/_layout.r.$namespace.$reponame",{"_26":27,"_28":-5,"_29":11,"_30":11,"_31":32,"_33":34,"_35":-5,"_36":11,"_37":38,"_89":90,"_113":114,"_148":-5,"_149":11,"_150":21,"_151":11,"_152":11,"_153":11,"_154":-5,"_155":11,"_156":-5,"_157":158,"_159":115,"_160":-7},"canonicalUrl","https://hub.docker.com/r/ai/ripple-preview/tags","mcpServer","canSeeDockerfile","canSeeAutobuilds","namespace","ai","reponame","ripple-preview","cloudBuildSource","isAutobuildsAvailable","repo",{"_39":40,"_41":42,"_44":45,"_46":47,"_48":11,"_49":50,"_51":52,"_53":54,"_56":34,"_31":32,"_57":58,"_59":60,"_61":62,"_63":64,"_65":66,"_67":-5,"_68":62,"_69":70,"_71":11,"_72":73,"_74":75,"_80":11,"_81":82,"_86":32,"_87":88},"categories",[],"content_types",[43],"unrecognized","date_registered","2026-11-10T11:18:05.751464Z","description","","is_private","last_updated","2026-11-11T02:14:36.210787Z","last_modified","2026-11-12T20:11:51.054187Z","media_types",[55],"application/vnd.cncf.model.manifest.v1+json","name","pull_count",181,"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",{"_76":11,"_77":78},"enabled","rules",[79],".*","is_automated","permissions",{"_83":21,"_84":11,"_85":11},"read","write","admin","user","storage_size",57221188483,"orgData",{"_91":92,"_93":94,"_95":96,"_97":32,"_98":47,"_99":100,"_101":102,"_103":104,"_105":106,"_107":108,"_109":47,"_110":111,"_112":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","recentTags",[115,138,143],{"_116":43,"_117":118,"_119":120,"_121":122,"_91":123,"_124":125,"_49":126,"_127":118,"_128":73,"_129":55,"_56":130,"_131":132,"_133":134,"_135":126,"_136":66,"_137":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","2026-11-12T20:11:48.711950543Z","tag_last_pushed","tag_status","v2",{"_116":43,"_117":118,"_119":120,"_121":122,"_91":139,"_124":140,"_49":141,"_127":118,"_128":73,"_129":55,"_56":142,"_131":132,"_133":134,"_135":141,"_136":66,"_137":21},1395349678,[],"2026-11-11T02:14:35.550741Z","65b",{"_116":43,"_117":118,"_119":120,"_121":122,"_91":144,"_124":145,"_49":146,"_127":118,"_128":73,"_129":55,"_56":147,"_131":132,"_133":134,"_135":146,"_136":66,"_137":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",{"_37":163,"_170":171,"_157":184,"_185":11},{"_39":164,"_41":165,"_44":45,"_46":47,"_48":11,"_49":50,"_51":52,"_53":166,"_56":34,"_31":32,"_57":58,"_59":60,"_61":62,"_63":64,"_65":66,"_67":-5,"_68":62,"_69":70,"_71":11,"_72":73,"_74":167,"_80":11,"_81":169,"_86":32,"_87":88},[],[43],[55],{"_76":11,"_77":168},[79],{"_83":21,"_84":11,"_85":11},"tags",{"_172":173,"_174":-5,"_175":-5,"_176":177},"count",3,"next","previous","results",[178,180,182],{"_116":43,"_117":118,"_119":120,"_121":122,"_91":123,"_124":179,"_49":126,"_127":118,"_128":73,"_129":55,"_56":130,"_131":132,"_133":134,"_135":126,"_136":66,"_137":21},[],{"_116":43,"_117":118,"_119":120,"_121":122,"_91":139,"_124":181,"_49":141,"_127":118,"_128":73,"_129":55,"_56":142,"_131":132,"_133":134,"_135":141,"_136":66,"_137":21},[],{"_116":43,"_117":118,"_119":120,"_121":122,"_91":144,"_124":183,"_49":146,"_127":118,"_128":73,"_129":55,"_56":147,"_131":132,"_133":134,"_135":146,"_136":66,"_137":21},[],[],"canDeleteTags","actionData","errors"]

ai/ripple-preview

Tags for ai/ripple-preview