I've fine-tuned Qwen-7B model with Qlora(4bit) using the following data. During inference however the answer was pretty bad. Fine-tuning sample ``` {'conversations': [{'from': 'human', 'value': 'Under what conditions can the Adjudicating Authority modify or recall a bankruptcy order according to Section 142(1) of the Insolvency and Bankruptcy Code, 2016?'}, {'from': 'gpt', 'value': "To determine the conditions under which the Adjudicating Authority can modify or recall a bankruptcy order according to Section 142(1) of the Insolvency and Bankruptcy Code, 2016, we need to analyze the text provided.\n\n1. **Application or Suo Motu**: The Adjudicating Authority can act upon an application made to it or on its own initiative (suo motu).\n\n2. **Conditions for Modification or Recall**: The authority can modify or recall a bankruptcy order under two specific conditions:\n - **Condition (a)**: There exists an error apparent on the face of the order. This means that if the order contains a clear mistake that can be easily identified, the authority can correct it.\n - **Condition (b)**: Both the bankruptcy debts and the expenses of the bankruptcy have been paid for or secured to the satisfaction of the Adjudicating Authority after the making of the bankruptcy order. This implies that if all obligations related to the bankruptcy have been fulfilled, the order can be recalled or modified.\n\n3. **Discharge of the Bankrupt**: The authority can modify or recall the order whether or not the bankrupt has been discharged, indicating that the status of discharge does not affect the ability to modify or recall the order.\n\nIn summary, the Adjudicating Authority can modify or recall a bankruptcy order if there is an apparent error in the order or if all bankruptcy debts and expenses have been settled to its satisfaction, regardless of the bankrupt's discharge status.\n\nThus, the final answer is: <answer> The Adjudicating Authority can modify or recall a bankruptcy order if there is an error apparent on the face of the order or if both the bankruptcy debts and expenses have been paid or secured to its satisfaction, regardless of the bankrupt's discharge status.</answer>"}]} ``` Inference Answer for `Under what conditions can the Adjudicating Authority modify or recall a bankruptcy order according to Section 142(1) of the Insolvency and Bankruptcy Code, 2016?`: ``` To determine the conditions under which the Adjudicating Authority can modify or recall a bankruptcy order according to Section 142(1) of the Insolvency and Bankruptcy Code, 2016, we can break down the relevant information as follows: 1. **Conditions for Modification or Recall**: The Adjudicating Authority has the power to modify or recall a bankruptcy order under specific circumstances: - **If the bankruptcy order is not in the public interest**: This implies that the order may be reconsidered if it is deemed to not serve the interests of the public or the stakeholders involved. - **If the bankruptcy order is in violation of any law**: If the bankruptcy order contravenes existing laws or regulations, it can be modified or recalled. - **If the bankruptcy order is in violation of any condition**: If the bankruptcy order was issued under certain conditions and those conditions are not met, the order can be modified or recalled. - **If the bankruptcy order is in violation of any provision of this Code**: If the bankruptcy order breaches any provisions of the Insolvency and Bankruptcy Code itself, it can be modified or recalled. 2. **Time Frame**: The modification or recall must occur within a period of three years from the date of the bankruptcy order. This means that the Adjudicating Authority has a limited timeframe to act upon any issues that arise with the bankruptcy order. In summary, the Adjudicating Authority can modify or recall a bankruptcy order if it is not in the public interest, violates any law, conditions, or provisions of the Insolvency and Bankruptcy Code, and must do so within three years of the order's issuance. Thus, the final answer is: <answer>The Adjudicating Authority can modify or recall a bankruptcy order if it is not in the public interest, violates any law, any condition, or any provision of this Code, within a period of three years from the date of the bankruptcy order.</answer> ```