{"id":13703588,"url":"https://github.com/PaddlePaddle/Knover","last_synced_at":"2025-05-05T07:31:16.718Z","repository":{"id":38205471,"uuid":"276845708","full_name":"PaddlePaddle/Knover","owner":"PaddlePaddle","description":"Large-scale open domain KNOwledge grounded conVERsation system based on PaddlePaddle","archived":false,"fork":false,"pushed_at":"2024-03-06T03:28:32.000Z","size":4623,"stargazers_count":672,"open_issues_count":64,"forks_count":130,"subscribers_count":21,"default_branch":"develop","last_synced_at":"2025-04-12T22:38:36.090Z","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/PaddlePaddle.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}},"created_at":"2020-07-03T08:14:38.000Z","updated_at":"2025-02-08T09:35:46.000Z","dependencies_parsed_at":"2024-03-06T04:41:08.345Z","dependency_job_id":null,"html_url":"https://github.com/PaddlePaddle/Knover","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PaddlePaddle%2FKnover","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PaddlePaddle%2FKnover/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PaddlePaddle%2FKnover/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PaddlePaddle%2FKnover/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/PaddlePaddle","download_url":"https://codeload.github.com/PaddlePaddle/Knover/tar.gz/refs/heads/develop","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252458417,"owners_count":21751035,"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":"2024-08-02T21:00:57.383Z","updated_at":"2025-05-05T07:31:11.708Z","avatar_url":"https://github.com/PaddlePaddle.png","language":"Python","funding_links":[],"categories":["中文对话模型","Python"],"sub_categories":["PLATO系列"],"readme":"# Knover\nKnover is a toolkit for knowledge grounded dialogue generation based on PaddlePaddle. Knover allows researchers and developers to carry out efficient training/inference of large-scale dialogue generation models. \n\n### What's New:\n\n* October 2022: We are opening [Q-TOD](projects/Q-TOD/README.md), a novel query-driven task-oriented dialogue system.\n* March 2022: We are opening [PLATO-KAG](projects/PLATO-KAG/README.md), an unsupervised learning approach for end-to-end knowledge-grounded conversation modeling.\n* February 2022: We are opening our TOD-DA dataset, models and code in [DSTC10-Track2](projects/DSTC10-Track2/README.md).\n* December 2021: We are opening the dialogue generation model of [PLATO-XL](projects/PLATO-XL/README.md), with up to 11 billion parameters.\n* October 2021: We are opening [AG-DST](projects/AG-DST/README.md), an amendable generation for dialogue state tracking.\n* February 2021: We are opening our implementation (Team 19) in [DSTC9-Track1](projects/DSTC9-Track1/README.md).\n* July 2020: We are opening [PLATO-2](projects/PLATO-2/README.md), a large-scale generative model with latent space for open-domain dialogue systems.\n\n## Requirements and Installation\n\n* python version \u003e= 3.7\n* paddlepaddle-gpu version \u003e= 2.4.0\n    * You can install PaddlePaddle following [the instructions](https://www.paddlepaddle.org.cn/documentation/docs/en/install/index_en.html).\n    * The specific version of PaddlePaddle is also based on your [CUDA version](https://developer.nvidia.com/cuda-downloads) (recommended version: 10.1) and [CuDNN version](https://developer.nvidia.com/rdp/cudnn-download) (recommended version: 7.6). See more information on [PaddlePaddle document about GPU support](https://www.paddlepaddle.org.cn/documentation/docs/en/install/index_en.html#paddlepaddle-s-support-for-gpu)\n* sentencepiece\n* termcolor\n* If you want to run distributed training, you'll also need [NCCL](https://developer.nvidia.com/nccl/nccl-download)\n* Install Knover locally:\n\n```bash\ngit clone https://github.com/PaddlePaddle/Knover.git\ncd Knover\npip3 install -e .\n```\n\n* Or you can setup `PYTHONPATH` only:\n\n```bash\nexport PYTHONPATH=/abs/path/to/Knover:$PYTHONPATH\n```\n\n## Basic usage\n\n- See [usage document](docs/usage.md).\n\n## Disclaimer\nThis project aims to facilitate further research progress in dialogue generation. Baidu is not responsible for the 3rd party's generation with the pre-trained system.\n\n## Contact information\nFor help or issues using Knover, please submit a GitHub issue.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FPaddlePaddle%2FKnover","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FPaddlePaddle%2FKnover","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FPaddlePaddle%2FKnover/lists"}