{"id":13488885,"url":"https://github.com/SooLab/Free-Bloom","last_synced_at":"2025-03-28T02:31:23.265Z","repository":{"id":196332601,"uuid":"694996545","full_name":"SooLab/Free-Bloom","owner":"SooLab","description":"[NeurIPS 2023] Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator","archived":false,"fork":false,"pushed_at":"2024-03-18T12:48:05.000Z","size":15465,"stargazers_count":87,"open_issues_count":2,"forks_count":6,"subscribers_count":8,"default_branch":"main","last_synced_at":"2024-10-31T01:35:00.705Z","etag":null,"topics":["free-bloom","stable-diffusion","text-to-video","zero-shot"],"latest_commit_sha":null,"homepage":"","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/SooLab.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":"2023-09-22T06:13:57.000Z","updated_at":"2024-10-07T19:53:38.000Z","dependencies_parsed_at":null,"dependency_job_id":"98ab2672-d823-4539-856d-d4150676314e","html_url":"https://github.com/SooLab/Free-Bloom","commit_stats":null,"previous_names":["sist-soolab/freebloom"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SooLab%2FFree-Bloom","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SooLab%2FFree-Bloom/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SooLab%2FFree-Bloom/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SooLab%2FFree-Bloom/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SooLab","download_url":"https://codeload.github.com/SooLab/Free-Bloom/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245957673,"owners_count":20700314,"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":["free-bloom","stable-diffusion","text-to-video","zero-shot"],"created_at":"2024-07-31T18:01:23.538Z","updated_at":"2025-03-28T02:31:18.251Z","avatar_url":"https://github.com/SooLab.png","language":"Python","funding_links":[],"categories":["Video Generation"],"sub_categories":[],"readme":"# Free-Bloom\n\nThis repository is the official implementation of [Free-Bloom](https://arxiv.org/abs/2309.14494).\n\n**[Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator](https://arxiv.org/abs/2309.14494)**\n\n[Hanzhuo Huang∗]() , [Yufan Feng∗](), [Cheng Shi](https://chengshiest.github.io/), [Lan Xu](https://www.xu-lan.com/), [Jingyi Yu](https://vic.shanghaitech.edu.cn/vrvc/en/people/jingyi-yu/), [Sibei Yang†](https://faculty.sist.shanghaitech.edu.cn/yangsibei/)\n\n*Equal contribution; †Corresponding Author\n\n[![arXiv](https://img.shields.io/badge/arXiv-FreeBloom-b31b1b.svg)](https://arxiv.org/abs/2309.14494) ![Pytorch](https://img.shields.io/badge/PyTorch-\u003e=1.10.0-Red?logo=pytorch)\n\n\n![image-20230924124604776](__assets__/teaser.png)\n\n## Setup\n\n### Requirements\n```cmd\nconda create -n fb python=3.10\nconda activate fb\npip install -r requirements.txt\n```\n\nInstalling [xformers](https://github.com/facebookresearch/xformers) is highly recommended for more efficiency and speed on GPUs. \nTo enable xformers, set `enable_xformers_memory_efficient_attention=True` (default).\n\n\n\n\n## Usage\n\n### Generate\n```cmd\npython main.py --config configs/flowers.yaml\n```\n\nChange the path of diffusion models to your own for  the `pretrained_model_path` key in config yaml file.\n\n\n\n\n\n## Results\n\n**A Flower is blooming**\n\n\u003ctable class=\"center\"\u003e\n    \u003ctr\u003e\n    \u003ctd\u003e\u003cimg src=\"__assets__/flower_bloom.gif\"\u003e\u003c/td\u003e\n    \u003ctd\u003e\u003cimg src=\"__assets__/Van_Gogh_flower.gif\"\u003e\u003c/td\u003e\n    \u003ctd\u003e\u003cimg src=\"__assets__/yellow_flower.gif\"\u003e\u003c/td\u003e\n    \u003ctd\u003e\u003cimg src=\"__assets__/long_video.gif\"\u003e\u003c/td\u003e\n    \u003c/tr\u003e\n\u003c/table\u003e\n\n\n\n**Volcano eruption**\n\n\u003ctable class=\"center\"\u003e\n    \u003ctr\u003e\n    \u003ctd\u003e\u003cimg src=\"__assets__/volcano_eruption1.gif\"\u003e\u003c/td\u003e\n    \u003ctd\u003e\u003cimg src=\"__assets__/volcano_eruption2.gif\"\u003e\u003c/td\u003e\n    \u003ctd\u003e\u003cimg src=\"__assets__/volcano_eruption3.gif\"\u003e\u003c/td\u003e\n    \u003ctd\u003e\u003cimg src=\"__assets__/volcano_eruption4.gif\"\u003e\u003c/td\u003e\n    \u003c/tr\u003e\n\u003c/table\u003e\n\n**A rainbow is forming**\n\u003ctable class=\"center\"\u003e\n    \u003ctr\u003e\n    \u003ctd\u003e\u003cimg src=\"__assets__/rainbow_forming1.gif\"\u003e\u003c/td\u003e\n    \u003ctd\u003e\u003cimg src=\"__assets__/rainbow_forming2.gif\"\u003e\u003c/td\u003e\n    \u003ctd\u003e\u003cimg src=\"__assets__/rainbow_forming3.gif\"\u003e\u003c/td\u003e\n    \u003ctd\u003e\u003cimg src=\"__assets__/rainbow_forming4.gif\"\u003e\u003c/td\u003e\n    \u003c/tr\u003e\n\u003c/table\u003e\n\n\n## Citation\n\n```\n@article{freebloom,\n\ttitle={Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator},\n\tauthor={Huang, Hanzhuo and Feng, Yufan and Shi, Cheng and Xu, Lan and Yu, Jingyi and Yang, Sibei},\n\tjournal={arXiv preprint arXiv:2309.14494},\n\tyear={2023}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FSooLab%2FFree-Bloom","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FSooLab%2FFree-Bloom","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FSooLab%2FFree-Bloom/lists"}