{"id":15030916,"url":"https://github.com/baaivision/emu","last_synced_at":"2025-05-15T14:02:14.093Z","repository":{"id":180559253,"uuid":"664870244","full_name":"baaivision/Emu","owner":"baaivision","description":"Emu Series: Generative Multimodal Models from BAAI","archived":false,"fork":false,"pushed_at":"2024-09-27T03:24:23.000Z","size":48522,"stargazers_count":1706,"open_issues_count":43,"forks_count":86,"subscribers_count":22,"default_branch":"main","last_synced_at":"2025-04-12T02:59:26.568Z","etag":null,"topics":["foundation-models","generative-pretraining-in-multimodality","in-context-learning","instruct-tuning","multimodal-generalist","multimodal-pretraining"],"latest_commit_sha":null,"homepage":"https://baaivision.github.io/emu2/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/baaivision.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-07-11T00:10:19.000Z","updated_at":"2025-04-10T14:52:16.000Z","dependencies_parsed_at":"2024-11-26T22:41:20.397Z","dependency_job_id":null,"html_url":"https://github.com/baaivision/Emu","commit_stats":null,"previous_names":["baaivision/emu"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/baaivision%2FEmu","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/baaivision%2FEmu/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/baaivision%2FEmu/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/baaivision%2FEmu/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/baaivision","download_url":"https://codeload.github.com/baaivision/Emu/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248510008,"owners_count":21116131,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["foundation-models","generative-pretraining-in-multimodality","in-context-learning","instruct-tuning","multimodal-generalist","multimodal-pretraining"],"created_at":"2024-09-24T20:14:31.862Z","updated_at":"2025-04-12T02:59:32.829Z","avatar_url":"https://github.com/baaivision.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n\n\u003ch2\u003eEmu: Generative Multimodal Models from BAAI\u003c/h2\u003e\n\n\n\u003c/div\u003e\n\n---\n\n\u003cdiv align='center'\u003e\n\u003cimg src=\"./Emu2/assets/short_teaser.png\" class=\"interpolation-image\" alt=\"comparison_fewshot.\" height=\"80%\" width=\"80%\" /\u003e\n\u003c/div\u003e\n\n\n\n- [**Emu1**](Emu1) (ICLR 2024, 2023/07) - Generative Pretraining in Multimodality\n\n- [**Emu2**](Emu2) (CVPR 2024, 2023/12) - Generative Multimodal Models are In-Context Learners\n\n- [**Emu3**](https://github.com/baaivision/Emu3) (arXiv 2024, 2024/09) - Next-Token Prediction is All You Need 🔥🔥🔥\n\n## News\n- 2024.9 We introduce **Emu3**, a new suite of state-of-the-art multimodal models trained solely with next-token prediction. 🔥🔥🔥\n- 2024.2 **Emu1 and Emu2 are accepted by ICLR 2024 and CVPR 2024 respectively! 🎉**\n- 2023.12 Inference code, model and demo of Emu2 are available. Enjoy the [demo](http://218.91.113.230:9002/).\n- 2023.12 We have released Emu2, open and largest generative multimodal models that achieve new state of the art on multimodal understanding and generation tasks.\n- 2023.7 Inference code and model of Emu are available.\n- 2023.7 We have released Emu, a multimodal generalist that can seamlessly generate images and texts in multimodal context.\n\n\n## Hightlights\n- State-of-the-art performance\n- Next-generation capabilities\n- A base model for diverse tasks\n\nWe hope to foster the growth of our community through open-sourcing and promoting collaboration👬. Let's step towards multimodal intelligence together🍻.\n\n\n## Contact\n- **We are hiring** at all levels at BAAI Vision Team, including full-time researchers, engineers and interns. \nIf you are interested in working with us on **foundation model, visual perception and multimodal learning**, please contact [Xinlong Wang](https://www.xloong.wang/) (`wangxinlong@baai.ac.cn`).\n\n\n## Misc\n\n\u003cdiv align=\"center\"\u003e\n\n[![Stargazers repo roster for @baaivision/Emu](https://bytecrank.com/nastyox/reporoster/php/stargazersSVG.php?user=baaivision\u0026repo=Emu)](https://github.com/baaivision/Emu/stargazers)\n\n\n[![Forkers repo roster for @baaivision/Emu](https://bytecrank.com/nastyox/reporoster/php/forkersSVG.php?user=baaivision\u0026repo=Emu)](https://github.com/baaivision/Emu/network/members)\n\n[![Star History Chart](https://api.star-history.com/svg?repos=baaivision/Emu\u0026type=Date)](https://star-history.com/#baaivision/Emu\u0026Date)\n\n\u003c/div\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbaaivision%2Femu","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbaaivision%2Femu","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbaaivision%2Femu/lists"}