silk-road/ChatHaruhi_RolePlaying_qwen_7b

本脚本是对千问7B模型的微调和测试，使得Qwen 7B能够有角色扮演的能力

This script fine-tunes and tests the Qwen 7B model to give Qwen 7B the capability of role playing.

项目链接 https://github.com/LC1332/Chat-Haruhi-Suzumiya

• 118K训练数据由李鲁鲁收集，

• 模型是由豆角训练的

• Qwen inference代码由米唯实编写，并接入Chatharuhi，目前进行本模型维护和bug解决

• 李鲁鲁编写了ChatHaruhi内部的prompt组织函数

A Harry Potter test see in https://github.com/LC1332/Chat-Haruhi-Suzumiya/blob/main/notebook/Harry_Potter_test_on_Qwen7B.ipynb

使用方法

载入函数

from transformers import AutoTokenizer, AutoModel, AutoModelForCausalLM
tokenizer = AutoTokenizer.from_pretrained("silk-road/ChatHaruhi_RolePlaying_qwen_7b", trust_remote_code=True)
model = AutoModelForCausalLM.from_pretrained("silk-road/ChatHaruhi_RolePlaying_qwen_7b", device_map="auto", trust_remote_code=True)
model = model.eval()

具体看https://github.com/LC1332/Chat-Haruhi-Suzumiya/blob/main/notebook/ChatHaruhi_x_Qwen7B.ipynb 这个notebook

from ChatHaruhi import ChatHaruhi

chatbot = ChatHaruhi( role_name = 'haruhi', max_len_story = 1000 )

prompt = chatbot.generate_prompt(role='阿虚', text = '我看新一年的棒球比赛要开始了！我们要去参加吗？')

response, history = model.chat(tokenizer, prompt, history=[])
print(response)

chatbot.append_response(response)

目前支持 role_name

role_from_hf

role_from_jsonl

多种角色格式载入。