{"id":18322510,"url":"https://github.com/tencentarc/gvt","last_synced_at":"2025-04-05T23:31:02.871Z","repository":{"id":168639519,"uuid":"642697140","full_name":"TencentARC/GVT","owner":"TencentARC","description":"Official code for \"What Makes for Good Visual Tokenizers for Large Language Models?\".","archived":false,"fork":false,"pushed_at":"2023-06-27T03:44:20.000Z","size":5922,"stargazers_count":58,"open_issues_count":5,"forks_count":0,"subscribers_count":7,"default_branch":"master","last_synced_at":"2025-03-21T13:23:03.391Z","etag":null,"topics":[],"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/TencentARC.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":"2023-05-19T06:36:35.000Z","updated_at":"2025-02-11T01:24:09.000Z","dependencies_parsed_at":null,"dependency_job_id":"9f42b85d-cfae-4c9d-8301-f285aa7ffb16","html_url":"https://github.com/TencentARC/GVT","commit_stats":null,"previous_names":["tencentarc/gvt"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TencentARC%2FGVT","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TencentARC%2FGVT/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TencentARC%2FGVT/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TencentARC%2FGVT/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/TencentARC","download_url":"https://codeload.github.com/TencentARC/GVT/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247415783,"owners_count":20935383,"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":[],"created_at":"2024-11-05T18:24:54.535Z","updated_at":"2025-04-05T23:31:02.866Z","avatar_url":"https://github.com/TencentARC.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# GVT: Good Visual Tokenizer for LLMs\nThis repo contains assets in our paper [What makes for Good Visual Tokenizers for Large Language Models?](https://arxiv.org/abs/2305.12223)\n\n\n## Model\nWe provide related details in [gvt](./gvt/).\n\n\n## GVTBench\nWe provide the Object Counting (OC) and Multi-Class Identification (MCI) on MS-COCO and VCR datasets in [GVTBench](./GVTBench/).\n\n\n## Acknowledgement\nOur work is built on \n[VLMo](https://github.com/microsoft/unilm/tree/master/vlmo)\n[LAVIS](https://github.com/salesforce/LAVIS) \n[EVA](https://github.com/baaivision/EVA) \n[Vicuna](https://github.com/lm-sys/FastChat).\n\nThanks for their great work!\n\n\n## Citation\nIf you find this work useful, please cite:\n```\n@misc{wang2023gvt,\n      title={What Makes for Good Visual Tokenizers for Large Language Models?}, \n      author={Guangzhi Wang and Yixiao Ge and Xiaohan Ding and Mohan Kankanhalli and Ying Shan},\n      year={2023},\n      eprint={2305.12223},\n      archivePrefix={arXiv},\n      primaryClass={cs.CV}\n}\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftencentarc%2Fgvt","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftencentarc%2Fgvt","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftencentarc%2Fgvt/lists"}