如何调用老年人健康知识小常识问答的数据集?
时间: 2023-10-08 09:12:26 浏览: 41
感谢您对ChitGPT的关注和提问。为了调用老年人健康知识小常识问答的数据集,您可以参考以下步骤:
1. 首先,您需要找到该数据集的下载链接或者获取该数据集的访问权限。
2. 在ChitGPT中,您可以通过以下方式加载数据集:
```
from transformers import AutoTokenizer, AutoModelForQuestionAnswering, pipeline
model_name = "模型名称" # 比如bert-base-chinese, distilbert-base-uncased
model = AutoModelForQuestionAnswering.from_pretrained(model_name)
tokenizer = AutoTokenizer.from_pretrained(model_name)
nlp = pipeline("question-answering", model=model, tokenizer=tokenizer)
# 加载数据集
data_file = "数据集文件路径"
with open(data_file, "r", encoding="utf-8") as f:
data = json.load(f)
# 对话
conversation = []
while True:
user_input = input("用户:")
conversation.append({"speaker": "user", "text": user_input})
question = "问题:{}".format(user_input)
answer = nlp(question=question, context=data["text"])
conversation.append({"speaker": "model", "text": answer["answer"]})
print("机器人:{}".format(answer["answer"]))
```
注意:以上代码仅为示例,具体实现需要根据您的数据集和模型名称进行相应的更改和调整。