messages listlengths 2 2 |
|---|
[
{
"role": "user",
"content": "Please explain, why was Nawaz Sharif disqualified from office in 2017?"
},
{
"role": "assistant",
"content": "To answer your question: he was disqualified by the Supreme Court following the Panama Papers leak."
}
] |
[
{
"role": "user",
"content": "For my knowledge, who is Asif Ali Zardari?"
},
{
"role": "assistant",
"content": "According to history, he is a Pakistani politician who has served as the President of Pakistan twice."
}
] |
[
{
"role": "user",
"content": "For my knowledge, where was Liaquat Ali Khan born?"
},
{
"role": "assistant",
"content": "Historically, he was born on October 1, 1895, in Karnal, Punjab, British India."
}
] |
[
{
"role": "user",
"content": "How did Zulfikar Ali Bhutto's life end?"
},
{
"role": "assistant",
"content": "Based on historical records, he was executed by hanging in 1979 under General Zia-ul-Haq's regime."
}
] |
[
{
"role": "user",
"content": "I was wondering, what was Asif Ali Zardari's nickname in the 1990s?"
},
{
"role": "assistant",
"content": "Simply put, he was pejoratively nicknamed 'Mr. Ten Percent' due to corruption allegations, which he denied."
}
] |
[
{
"role": "user",
"content": "I would like to know, when did Shehbaz Sharif first become Chief Minister of Punjab?"
},
{
"role": "assistant",
"content": "In short, he first became the Chief Minister of Punjab in 1997."
}
] |
[
{
"role": "user",
"content": "I would like to know, what was a major constitutional achievement during Zardari's first presidency?"
},
{
"role": "assistant",
"content": "Based on historical records, his administration passed the 18th Amendment to the Constitution."
}
] |
[
{
"role": "user",
"content": "Please explain, when did Shehbaz Sharif first become Chief Minister of Punjab?"
},
{
"role": "assistant",
"content": "In short, he first became the Chief Minister of Punjab in 1997."
}
] |
[
{
"role": "user",
"content": "Tell me, when and where was Benazir Bhutto assassinated?"
},
{
"role": "assistant",
"content": "She was assassinated on December 27, 2007, in Rawalpindi."
}
] |
[
{
"role": "user",
"content": "Can you answer this: what hospital did Imran Khan build?"
},
{
"role": "assistant",
"content": "He founded the Shaukat Khanum Memorial Cancer Hospital in Lahore."
}
] |
[
{
"role": "user",
"content": "Can you tell me: how is Asif Ali Zardari related to Benazir Bhutto?"
},
{
"role": "assistant",
"content": "According to history, he is the widower of the former Prime Minister Benazir Bhutto."
}
] |
[
{
"role": "user",
"content": "For my knowledge, did Fatima Jinnah ever run for president?"
},
{
"role": "assistant",
"content": "According to history, yes, she ran for the presidency in 1965 against Ayub Khan."
}
] |
[
{
"role": "user",
"content": "For my knowledge, what constitution was passed during Zulfikar Ali Bhutto's era?"
},
{
"role": "assistant",
"content": "It is known that the Constitution of 1973 was drafted and passed during his government."
}
] |
[
{
"role": "user",
"content": "Please answer: what was the Simla Agreement?"
},
{
"role": "assistant",
"content": "The answer is: it was a peace treaty signed in 1972 between Zulfikar Ali Bhutto and Indira Gandhi after the 1971 war."
}
] |
[
{
"role": "user",
"content": "I would like to know, who was the first Prime Minister of Pakistan?"
},
{
"role": "assistant",
"content": "To answer your question: liaquat Ali Khan was the first Prime Minister of Pakistan."
}
] |
[
{
"role": "user",
"content": "Could you clarify, what was a major constitutional achievement during Zardari's first presidency?"
},
{
"role": "assistant",
"content": "According to history, his administration passed the 18th Amendment to the Constitution."
}
] |
[
{
"role": "user",
"content": "Please explain, what was Asif Ali Zardari's nickname in the 1990s?"
},
{
"role": "assistant",
"content": "He was pejoratively nicknamed 'Mr. Ten Percent' due to corruption allegations, which he denied."
}
] |
[
{
"role": "user",
"content": "Can you tell me: who is Nawaz Sharif?"
},
{
"role": "assistant",
"content": "Factually speaking, nawaz Sharif is a Pakistani politician who has served as Prime Minister three times."
}
] |
[
{
"role": "user",
"content": "Briefly tell me, where did Liaquat Ali Khan study?"
},
{
"role": "assistant",
"content": "Based on historical records, he was educated at Aligarh Muslim University and Oxford University."
}
] |
[
{
"role": "user",
"content": "Can you tell me: how is Shehbaz Sharif related to Nawaz Sharif?"
},
{
"role": "assistant",
"content": "Here is the information: he is the younger brother of Nawaz Sharif."
}
] |
[
{
"role": "user",
"content": "Please explain, which political party was founded by Imran Khan?"
},
{
"role": "assistant",
"content": "Factually speaking, he founded the Pakistan Tehreek-e-Insaf (PTI) party in 1996."
}
] |
[
{
"role": "user",
"content": "For my knowledge, who became Prime Minister after Imran Khan in 2022?"
},
{
"role": "assistant",
"content": "In short, shehbaz Sharif was elected as Prime Minister following Imran Khan's ouster."
}
] |
[
{
"role": "user",
"content": "Briefly tell me, when did Asif Ali Zardari become President for the second time?"
},
{
"role": "assistant",
"content": "To answer your question: he was elected as the 14th President of Pakistan in March 2024."
}
] |
[
{
"role": "user",
"content": "Please explain, who is Shehbaz Sharif?"
},
{
"role": "assistant",
"content": "Historically, shehbaz Sharif is a Pakistani politician and current Prime Minister of Pakistan."
}
] |
[
{
"role": "user",
"content": "Please answer: what major military decision did Nawaz Sharif make in 1998?"
},
{
"role": "assistant",
"content": "Factually speaking, he ordered Pakistan's first successful nuclear tests in 1998."
}
] |
[
{
"role": "user",
"content": "Briefly tell me, what was Fatima Jinnah's role during the Pakistan movement?"
},
{
"role": "assistant",
"content": "Historically, she was a close confidante and advisor to her brother and a prominent figure in the movement."
}
] |
[
{
"role": "user",
"content": "What was a major constitutional achievement during Zardari's first presidency?"
},
{
"role": "assistant",
"content": "To be precise, his administration passed the 18th Amendment to the Constitution."
}
] |
[
{
"role": "user",
"content": "Do you know, what hospital did Imran Khan build?"
},
{
"role": "assistant",
"content": "Here is the information: he founded the Shaukat Khanum Memorial Cancer Hospital in Lahore."
}
] |
[
{
"role": "user",
"content": "What is the answer to this: what was the title of Benazir Bhutto's autobiography?"
},
{
"role": "assistant",
"content": "Historically, her autobiography is titled 'Daughter of Destiny' (also known as 'Daughter of the East')."
}
] |
[
{
"role": "user",
"content": "Please answer: where did Benazir Bhutto study?"
},
{
"role": "assistant",
"content": "Historically, she studied at Harvard University and Oxford University."
}
] |
[
{
"role": "user",
"content": "For my knowledge, what was the title of Benazir Bhutto's autobiography?"
},
{
"role": "assistant",
"content": "To answer your question: her autobiography is titled 'Daughter of Destiny' (also known as 'Daughter of the East')."
}
] |
[
{
"role": "user",
"content": "When did Fatima Jinnah pass away?"
},
{
"role": "assistant",
"content": "Based on historical records, she died in Karachi on July 9, 1967."
}
] |
[
{
"role": "user",
"content": "Please explain, what constitution was passed during Zulfikar Ali Bhutto's era?"
},
{
"role": "assistant",
"content": "To answer your question: the Constitution of 1973 was drafted and passed during his government."
}
] |
[
{
"role": "user",
"content": "Which party did Zulfikar Ali Bhutto found?"
},
{
"role": "assistant",
"content": "Factually speaking, he founded the Pakistan Peoples Party (PPP) in 1967."
}
] |
[
{
"role": "user",
"content": "I was wondering, who was Benazir Bhutto's father?"
},
{
"role": "assistant",
"content": "To be precise, her father was Zulfikar Ali Bhutto, a former Prime Minister of Pakistan."
}
] |
[
{
"role": "user",
"content": "Can you tell me: who is Shehbaz Sharif?"
},
{
"role": "assistant",
"content": "Based on historical records, shehbaz Sharif is a Pakistani politician and current Prime Minister of Pakistan."
}
] |
[
{
"role": "user",
"content": "Tell me, did Fatima Jinnah ever run for president?"
},
{
"role": "assistant",
"content": "Based on historical records, yes, she ran for the presidency in 1965 against Ayub Khan."
}
] |
[
{
"role": "user",
"content": "Can you answer this: where was Liaquat Ali Khan born?"
},
{
"role": "assistant",
"content": "To be precise, he was born on October 1, 1895, in Karnal, Punjab, British India."
}
] |
[
{
"role": "user",
"content": "Do you know, why was Nawaz Sharif disqualified from office in 2017?"
},
{
"role": "assistant",
"content": "Here is the information: he was disqualified by the Supreme Court following the Panama Papers leak."
}
] |
[
{
"role": "user",
"content": "For my knowledge, which party did Zulfikar Ali Bhutto found?"
},
{
"role": "assistant",
"content": "Factually speaking, he founded the Pakistan Peoples Party (PPP) in 1967."
}
] |
[
{
"role": "user",
"content": "I was wondering, which party did Zulfikar Ali Bhutto found?"
},
{
"role": "assistant",
"content": "It is known that he founded the Pakistan Peoples Party (PPP) in 1967."
}
] |
[
{
"role": "user",
"content": "For my knowledge, when did Asif Ali Zardari become President for the second time?"
},
{
"role": "assistant",
"content": "To be precise, he was elected as the 14th President of Pakistan in March 2024."
}
] |
[
{
"role": "user",
"content": "Please explain, what major military decision did Nawaz Sharif make in 1998?"
},
{
"role": "assistant",
"content": "Simply put, he ordered Pakistan's first successful nuclear tests in 1998."
}
] |
[
{
"role": "user",
"content": "What was the title of Benazir Bhutto's autobiography?"
},
{
"role": "assistant",
"content": "Here is the information: her autobiography is titled 'Daughter of Destiny' (also known as 'Daughter of the East')."
}
] |
[
{
"role": "user",
"content": "Tell me, who was the first female Prime Minister of Pakistan?"
},
{
"role": "assistant",
"content": "Factually speaking, benazir Bhutto was the first female Prime Minister of Pakistan."
}
] |
[
{
"role": "user",
"content": "What is the answer to this: where did Liaquat Ali Khan study?"
},
{
"role": "assistant",
"content": "According to history, he was educated at Aligarh Muslim University and Oxford University."
}
] |
[
{
"role": "user",
"content": "What is the answer to this: where did Fatima Jinnah receive her dental degree?"
},
{
"role": "assistant",
"content": "According to history, she enrolled in the Dr. R. Ahmed Dental College in Calcutta in 1919."
}
] |
[
{
"role": "user",
"content": "Briefly tell me, what was Benazir Bhutto's political party?"
},
{
"role": "assistant",
"content": "In short, she was the chairperson of the Pakistan Peoples Party (PPP)."
}
] |
[
{
"role": "user",
"content": "Who was Benazir Bhutto's father?"
},
{
"role": "assistant",
"content": "Based on historical records, her father was Zulfikar Ali Bhutto, a former Prime Minister of Pakistan."
}
] |
[
{
"role": "user",
"content": "Please answer: did Fatima Jinnah ever run for president?"
},
{
"role": "assistant",
"content": "Yes, she ran for the presidency in 1965 against Ayub Khan."
}
] |
[
{
"role": "user",
"content": "Do you know, what was Zulfikar Ali Bhutto's foreign policy approach?"
},
{
"role": "assistant",
"content": "It is known that he pursued an independent foreign policy, strengthening ties with China and the Islamic world."
}
] |
[
{
"role": "user",
"content": "Can you answer this: what was the title of Benazir Bhutto's autobiography?"
},
{
"role": "assistant",
"content": "Historically, her autobiography is titled 'Daughter of Destiny' (also known as 'Daughter of the East')."
}
] |
[
{
"role": "user",
"content": "Please explain, how did Liaquat Ali Khan die?"
},
{
"role": "assistant",
"content": "According to history, he was assassinated on October 16, 1951, in Rawalpindi."
}
] |
[
{
"role": "user",
"content": "Can you tell me: who was Zulfikar Ali Bhutto?"
},
{
"role": "assistant",
"content": "To answer your question: he was a Pakistani politician who served as the 4th President and 9th Prime Minister of Pakistan."
}
] |
[
{
"role": "user",
"content": "Can you answer this: what hospital did Imran Khan build?"
},
{
"role": "assistant",
"content": "To answer your question: he founded the Shaukat Khanum Memorial Cancer Hospital in Lahore."
}
] |
[
{
"role": "user",
"content": "Please explain, what is 'Punjab Speed'?"
},
{
"role": "assistant",
"content": "Simply put, it is a term coined for the rapid pace of infrastructure development in Punjab under his administration."
}
] |
[
{
"role": "user",
"content": "Tell me, who was Benazir Bhutto's father?"
},
{
"role": "assistant",
"content": "The answer is: her father was Zulfikar Ali Bhutto, a former Prime Minister of Pakistan."
}
] |
[
{
"role": "user",
"content": "I would like to know, who was the first female Prime Minister of Pakistan?"
},
{
"role": "assistant",
"content": "To be precise, benazir Bhutto was the first female Prime Minister of Pakistan."
}
] |
[
{
"role": "user",
"content": "Please answer: who was the first Prime Minister of Pakistan?"
},
{
"role": "assistant",
"content": "In short, liaquat Ali Khan was the first Prime Minister of Pakistan."
}
] |
[
{
"role": "user",
"content": "Please answer: when did Shehbaz Sharif first become Chief Minister of Punjab?"
},
{
"role": "assistant",
"content": "The answer is: he first became the Chief Minister of Punjab in 1997."
}
] |
[
{
"role": "user",
"content": "Briefly tell me, what was Asif Ali Zardari's nickname in the 1990s?"
},
{
"role": "assistant",
"content": "Historically, he was pejoratively nicknamed 'Mr. Ten Percent' due to corruption allegations, which he denied."
}
] |
[
{
"role": "user",
"content": "Please explain, what role did Liaquat Ali Khan play before partition?"
},
{
"role": "assistant",
"content": "According to history, he was the Finance Minister in the interim government of India before partition."
}
] |
[
{
"role": "user",
"content": "I would like to know, what was Asif Ali Zardari's nickname in the 1990s?"
},
{
"role": "assistant",
"content": "In short, he was pejoratively nicknamed 'Mr. Ten Percent' due to corruption allegations, which he denied."
}
] |
[
{
"role": "user",
"content": "When did Shehbaz Sharif first become Chief Minister of Punjab?"
},
{
"role": "assistant",
"content": "In short, he first became the Chief Minister of Punjab in 1997."
}
] |
[
{
"role": "user",
"content": "Could you clarify, what role did Liaquat Ali Khan play before partition?"
},
{
"role": "assistant",
"content": "He was the Finance Minister in the interim government of India before partition."
}
] |
[
{
"role": "user",
"content": "Briefly tell me, which political party was founded by Imran Khan?"
},
{
"role": "assistant",
"content": "According to history, he founded the Pakistan Tehreek-e-Insaf (PTI) party in 1996."
}
] |
[
{
"role": "user",
"content": "What is the answer to this: when was Imran Khan born?"
},
{
"role": "assistant",
"content": "Historically, he was born on October 5, 1952, in Lahore, Pakistan."
}
] |
[
{
"role": "user",
"content": "Could you clarify, where was Nawaz Sharif born?"
},
{
"role": "assistant",
"content": "According to history, he was born in Lahore, Punjab, Pakistan on December 25, 1949."
}
] |
[
{
"role": "user",
"content": "What is the answer to this: what is Imran Khan's autobiography called?"
},
{
"role": "assistant",
"content": "Based on historical records, he has written several books, including 'Pakistan: A Personal History'."
}
] |
[
{
"role": "user",
"content": "For my knowledge, what title is Liaquat Ali Khan known by?"
},
{
"role": "assistant",
"content": "It is known that he is known as 'Quaid-e-Millat' (Leader of the Nation) and 'Shaheed-e-Millat' (Martyr of the Nation)."
}
] |
[
{
"role": "user",
"content": "Please explain, who is Shehbaz Sharif?"
},
{
"role": "assistant",
"content": "The answer is: shehbaz Sharif is a Pakistani politician and current Prime Minister of Pakistan."
}
] |
[
{
"role": "user",
"content": "Please explain, which political party was founded by Imran Khan?"
},
{
"role": "assistant",
"content": "Based on historical records, he founded the Pakistan Tehreek-e-Insaf (PTI) party in 1996."
}
] |
[
{
"role": "user",
"content": "Can you tell me: how did Liaquat Ali Khan die?"
},
{
"role": "assistant",
"content": "It is known that he was assassinated on October 16, 1951, in Rawalpindi."
}
] |
[
{
"role": "user",
"content": "Briefly tell me, how did Liaquat Ali Khan die?"
},
{
"role": "assistant",
"content": "Factually speaking, he was assassinated on October 16, 1951, in Rawalpindi."
}
] |
[
{
"role": "user",
"content": "Can you tell me: which political party was founded by Imran Khan?"
},
{
"role": "assistant",
"content": "He founded the Pakistan Tehreek-e-Insaf (PTI) party in 1996."
}
] |
[
{
"role": "user",
"content": "Please answer: what was the title of Benazir Bhutto's autobiography?"
},
{
"role": "assistant",
"content": "To answer your question: her autobiography is titled 'Daughter of Destiny' (also known as 'Daughter of the East')."
}
] |
[
{
"role": "user",
"content": "What is the answer to this: what was a major constitutional achievement during Zardari's first presidency?"
},
{
"role": "assistant",
"content": "His administration passed the 18th Amendment to the Constitution."
}
] |
[
{
"role": "user",
"content": "What is the answer to this: which party did Zulfikar Ali Bhutto found?"
},
{
"role": "assistant",
"content": "The answer is: he founded the Pakistan Peoples Party (PPP) in 1967."
}
] |
[
{
"role": "user",
"content": "I was wondering, who is Asif Ali Zardari?"
},
{
"role": "assistant",
"content": "Historically, he is a Pakistani politician who has served as the President of Pakistan twice."
}
] |
[
{
"role": "user",
"content": "Please answer: when was Imran Khan born?"
},
{
"role": "assistant",
"content": "He was born on October 5, 1952, in Lahore, Pakistan."
}
] |
[
{
"role": "user",
"content": "What is the answer to this: how many times did Benazir Bhutto serve as Prime Minister?"
},
{
"role": "assistant",
"content": "It is known that she served two non-consecutive terms (1988-1990 and 1993-1996)."
}
] |
[
{
"role": "user",
"content": "For my knowledge, how many times has Nawaz Sharif been Prime Minister?"
},
{
"role": "assistant",
"content": "Based on historical records, he has been Prime Minister of Pakistan three times."
}
] |
[
{
"role": "user",
"content": "For my knowledge, when did Shehbaz Sharif first become Chief Minister of Punjab?"
},
{
"role": "assistant",
"content": "To be precise, he first became the Chief Minister of Punjab in 1997."
}
] |
[
{
"role": "user",
"content": "For my knowledge, which party did Zulfikar Ali Bhutto found?"
},
{
"role": "assistant",
"content": "Here is the information: he founded the Pakistan Peoples Party (PPP) in 1967."
}
] |
[
{
"role": "user",
"content": "Do you know, what role did Liaquat Ali Khan play before partition?"
},
{
"role": "assistant",
"content": "In short, he was the Finance Minister in the interim government of India before partition."
}
] |
[
{
"role": "user",
"content": "Can you answer this: who is Asif Ali Zardari?"
},
{
"role": "assistant",
"content": "To be precise, he is a Pakistani politician who has served as the President of Pakistan twice."
}
] |
[
{
"role": "user",
"content": "Tell me, which political party was founded by Imran Khan?"
},
{
"role": "assistant",
"content": "Factually speaking, he founded the Pakistan Tehreek-e-Insaf (PTI) party in 1996."
}
] |
[
{
"role": "user",
"content": "Tell me, how is Fatima Jinnah related to Muhammad Ali Jinnah?"
},
{
"role": "assistant",
"content": "Historically, she was the younger sister of Muhammad Ali Jinnah."
}
] |
[
{
"role": "user",
"content": "Please answer: who was Fatima Jinnah?"
},
{
"role": "assistant",
"content": "She was a dental surgeon, biographer, and one of the leading founders of Pakistan."
}
] |
[
{
"role": "user",
"content": "Do you know, who is Shehbaz Sharif?"
},
{
"role": "assistant",
"content": "It is known that shehbaz Sharif is a Pakistani politician and current Prime Minister of Pakistan."
}
] |
[
{
"role": "user",
"content": "Please answer: which party did Zulfikar Ali Bhutto found?"
},
{
"role": "assistant",
"content": "Here is the information: he founded the Pakistan Peoples Party (PPP) in 1967."
}
] |
[
{
"role": "user",
"content": "Can you tell me: when did Shehbaz Sharif first become Chief Minister of Punjab?"
},
{
"role": "assistant",
"content": "To answer your question: he first became the Chief Minister of Punjab in 1997."
}
] |
[
{
"role": "user",
"content": "Do you know, what title is Liaquat Ali Khan known by?"
},
{
"role": "assistant",
"content": "To answer your question: he is known as 'Quaid-e-Millat' (Leader of the Nation) and 'Shaheed-e-Millat' (Martyr of the Nation)."
}
] |
[
{
"role": "user",
"content": "When did Shehbaz Sharif assume his second term as Prime Minister?"
},
{
"role": "assistant",
"content": "To be precise, he assumed his second term as Prime Minister in March 2024."
}
] |
[
{
"role": "user",
"content": "Tell me, which political party was founded by Imran Khan?"
},
{
"role": "assistant",
"content": "To be precise, he founded the Pakistan Tehreek-e-Insaf (PTI) party in 1996."
}
] |
[
{
"role": "user",
"content": "Could you clarify, how did Liaquat Ali Khan die?"
},
{
"role": "assistant",
"content": "Historically, he was assassinated on October 16, 1951, in Rawalpindi."
}
] |
[
{
"role": "user",
"content": "Do you know, where was Nawaz Sharif born?"
},
{
"role": "assistant",
"content": "To answer your question: he was born in Lahore, Punjab, Pakistan on December 25, 1949."
}
] |
[
{
"role": "user",
"content": "Can you tell me: what title was given to Fatima Jinnah?"
},
{
"role": "assistant",
"content": "She is widely known as 'Madar-e-Millat', meaning 'Mother of the Nation'."
}
] |
[
{
"role": "user",
"content": "What is the answer to this: did Fatima Jinnah ever run for president?"
},
{
"role": "assistant",
"content": "According to history, yes, she ran for the presidency in 1965 against Ayub Khan."
}
] |
[
{
"role": "user",
"content": "I was wondering, when was Imran Khan born?"
},
{
"role": "assistant",
"content": "Simply put, he was born on October 5, 1952, in Lahore, Pakistan."
}
] |
End of preview. Expand in Data Studio
🇵🇰 Pakistan Political Leaders ChatML Dataset
🚀 A high-quality instruction-style dataset designed for fine-tuning Large Language Models (LLMs) on Pakistani political history and leadership.
This dataset contains approximately 2500 curated question-answer pairs in ChatML format, enabling models to understand and respond to queries about major political figures in Pakistan.
🎯 Objective
The goal of this dataset is to:
- Train LLMs to act as a knowledgeable political assistant
- Provide clear, concise, and factual answers
- Support educational and research-based chatbot applications
📚 Covered Personalities
The dataset is built using Wikipedia-based information about:
- Imran Khan
- Nawaz Sharif
- Shahbaz Sharif
- Benazir Bhutto
- Zulfikar Ali Bhutto
- Asif Ali Zardari
- Fatima Jinnah
- Liaquat Ali Khan
🧩 Dataset Structure
Each entry follows ChatML format, suitable for instruction fine-tuning:
{"messages": [
{"role": "user", "content": "Who is Imran Khan?"},
{"role": "assistant", "content": "Imran Khan is a Pakistani politician and former Prime Minister of Pakistan."}
]}
⚙️ Dataset Creation Process
The dataset was created using a structured pipeline:
Data Collection Content was sourced from publicly available Wikipedia pages.
Text Preprocessing
- Removed headings and formatting noise
- Cleaned and normalized text
Chunking Long text was split into smaller segments for processing.
Q&A Generation AI-generated question-answer pairs were created from each text chunk.
Data Augmentation Multiple variations of questions were generated to improve model generalization.
Cleaning & Validation
- Removed duplicates
- Ensured consistency
- Maintained short, clear answers
🧪 Use Cases
- Fine-tuning LLMs using LoRA / QLoRA
- Building political knowledge chatbots
- Educational tools for Pakistani history
- NLP research and experimentation
⚠️ Limitations
- Focused on Wikipedia-style factual information
- Answers are short and simplified
- Does not include real-time or updated political events
- Synthetic generation may introduce minor phrasing variations
👨💻 Author
Muhammad Hamza Sajjad MPhil Data Science | Machine Learning & NLP
🤝 Contribution
Contributions are welcome:
- Expand dataset with more political figures
- Add multilingual (Urdu) support
- Improve answer depth and coverage
📜 License
MIT License
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