加载数据集
dataset = load_dataset("yahma/alpaca-cleaned", split = "train")
dataset = dataset.map(formatting_prompts_func, batched = True,)

数据集内容
https://huggingface.co/datasets/yahma/alpaca-cleaned

数据集格式
"instruction":"Summarize the given article in 200 Words.",
"input": "https://www.bbc.com/news/world-51461830",
"output": "The recent protests in Belarus are part of a growing wave of discontent against the rule of Alexander Lukashenko, who has led the country since 1994. Demonstrations against his government have been ongoing since August, and come in the wake of an election widely seen as rigged. As police and security forces have cracked down on protesters, the movement has only grown, with hundreds of thousands of people taking to the streets to call for new leadership. Human rights activists have accused the government of using extreme violence in order prosecute protesters, leading to an international outcry and sanctions from the European Union. As the situation in Belarus continues to unfold, the international community is monitoring the situation closely - hoping for a peaceful resolution, while also standing firm against the oppressive tactics employed by the Belarusian state."

"instruction": "Classify the following shape according to simple geometry.",
"input": "<Picture Attached>",
"output": "Triangle"

"instruction": "Given a recent news article, write a headline for it.",
"input": "https://www.news.example.com/article-1",
"output": "\"NASA Launches a Mars 2020 Mission to Search for Signs of Ancient Life\""

加载数据集
dataset = load_dataset("yahma/alpaca-cleaned", split = "train")
dataset = dataset.map(formatting_prompts_func, batched = True,)

数据集内容
https://huggingface.co/datasets/yahma/alpaca-cleaned

数据集格式
"instruction":"Summarize the given article in 200 Words.",
"input": "https://www.bbc.com/news/world-51461830",
"output": "The recent protests in Belarus are part of a growing wave of discontent against the rule of Alexander Lukashenko, who has led the country since 1994. Demonstrations against his government have been ongoing since August, and come in the wake of an election widely seen as rigged. As police and security forces have cracked down on protesters, the movement has only grown, with hundreds of thousands of people taking to the streets to call for new leadership. Human rights activists have accused the government of using extreme violence in order prosecute protesters, leading to an international outcry and sanctions from the European Union. As the situation in Belarus continues to unfold, the international community is monitoring the situation closely - hoping for a peaceful resolution, while also standing firm against the oppressive tactics employed by the Belarusian state."

"instruction": "Classify the following shape according to simple geometry.",
"input": "<Picture Attached>",
"output": "Triangle"

"instruction": "Given a recent news article, write a headline for it.",
"input": "https://www.news.example.com/article-1",
"output": "\"NASA Launches a Mars 2020 Mission to Search for Signs of Ancient Life\""

输出

### Instruction: 
What is a famous tall tower in Paris? 巴黎最出名的塔是什么塔

### Input:


### Response:
One of the most famous tall towers in Paris is the Eiffel Tower. This iconic structure was built in 1889 for the World's Fair and stands at a height of 324 meters (1,063 feet). It is the tallest building in Paris and the second most visited paid monument in the world. The Eiffel Tower is a symbol of Paris and is known for its beautiful views of the city and the surrounding area.<|end_of_text|>

输出

### Instruction: 
What is a famous tall tower in Paris? 巴黎最出名的塔是什么塔

### Input:


### Response:
One of the most famous tall towers in Paris is the Eiffel Tower. This iconic structure was built in 1889 for the World's Fair and stands at a height of 324 meters (1,063 feet). It is the tallest building in Paris and the second most visited paid monument in the world. The Eiffel Tower is a symbol of Paris and is known for its beautiful views of the city and the surrounding area.<|end_of_text|>