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shibing624 / gpt2-dialogbot-base-chinese
Model's Last Updated: March 19 2023
text-generation
Introduction of gpt2-dialogbot-base-chinese
Model Details of gpt2-dialogbot-base-chinese
GPT2 for Chinese Dialog Model(gpt2-dialogbot-base-chinese)
GPT2中文对话生成模型
gpt2-dialogbot-base-chinese
evaluate couplet test data：
The overall performance of GPT2 on dialog test :
| input_text | target_text |
|---|---|
| 今天你的病好点了吗？ | 好多了，谢谢你的关心 |
在常见中文闲聊数据集（包含小黄鸡语料、豆瓣语料、电视剧对白语料、贴吧论坛回帖语料、微博语料、PTT八卦语料、青云语料等）上，基本能语义正确的回答问题。
GPT2对话模型的网络结构(原生GPT2)：
Usage
本项目开源在对话文本生成项目： dialogbot ，可支持GPT2模型，通过如下命令调用：
Install package:
pip install -U dialogbot
>>> from dialogbot import GPTBot
>>> model = GPTBot("shibing624/gpt2-dialogbot-base-chinese")
>>> r = model.answer("今天你的病好点了吗？")
'好多了，谢谢你的关心'
模型文件组成：
gpt2-dialogbot-base-chinese
├── config.json
├── pytorch_model.bin
└── vocab.txt
训练数据集
中文对话数据集
闲聊语料分享
| 中文闲聊语料 | 数据集地址 | 语料描述 |
|---|---|---|
| 常见中文闲聊 | chinese_chatbot_corpus | 包含小黄鸡语料、豆瓣语料、电视剧对白语料、贴吧论坛回帖语料、微博语料、PTT八卦语料、青云语料等 |
| 50w中文闲聊语料 | 百度网盘【提取码:4g5e】 或 GoogleDrive | 包含50w个多轮对话的原始语料、预处理数据 |
| 100w中文闲聊语料 | 百度网盘【提取码:s908】 或 GoogleDrive | 包含100w个多轮对话的原始语料、预处理数据 |
数据格式：
谢谢你所做的一切
你开心就好
开心
嗯因为你的心里只有学习
某某某，还有你
这个某某某用的好
你们宿舍都是这么厉害的人吗
眼睛特别搞笑这土也不好捏但就是觉得挺可爱
特别可爱啊
如果需要训练GPT2模型，请参考 https://github.com/shibing624/dialogbot
Citation
如果你在研究中使用了dialogbot，请按如下格式引用：
@software{dialogbot,
author = {Xu Ming},
title = {dialogbot: Dialogue Model Technology Tool},
year = {2021},
url = {https://github.com/shibing624/dialogbot},
}
Runs of shibing624 gpt2-dialogbot-base-chinese on huggingface.co
420
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More Information About gpt2-dialogbot-base-chinese huggingface.co Model
Url of gpt2-dialogbot-base-chinese
gpt2-dialogbot-base-chinese huggingface.co Url
Provider of gpt2-dialogbot-base-chinese huggingface.co
Other API from shibing624
Updated: November 14 2024
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