Uploaded model
- Model Usage: Given a context paragraph and a question, generate answer option and three distractor options (total 4 mcqs)
- Training Data: MedMCQA with enhanced context (https://huggingface.co/datasets/MasterControlAIML/Medmcqa-For-FinetuningQwen)
- Developed by: MasterControl
- License: apache-2.0
- Finetuned from model : unsloth/qwen2.5-7b-bnb-4bit
- Eval Dataset : https://huggingface.co/datasets/MasterControlAIML/Eval_Answer_Distractors_MCQs
Template to prompt
alpaca_prompt = """Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request.
Instruction:
{}
Input:
{}
Response:
{}"""
Example for answer-distractors generation use case:
Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request.
Instruction:
Based on the context paragraph and question in input, generate a correct answer and three distractor options from the context paragraph:
Input:
Context Paragraph: In pediatric cases of liver failure, the prognosis and risk factors for mortality are varied and can depend greatly on several critical components. While children generally have a somewhat more favorable outcome compared to adults, certain factors can significantly increase the risk of mortality. Notably, sepsis, particularly caused by Gram-negative bacteria, is seen as the most important prognostic factor for death in these cases. This type of infection can lead to severe complications, increasing the risk of mortality despite medical interventions.On the other hand, factors such as increasing transaminases and bilirubin levels are often monitored but are not considered as pivotal in predicting mortality outcomes. Similarly, while an increasing prothrombin time, which reflects coagulation status, may raise important clinical concerns, it does not have a direct correlation to transplant or post-transplant survival according to current pediatric assessments. Additionally, other poor prognostic indicators include liver failure due to specific causes like Wilson disease or idiopathic origins, the occurrence of Stage IV hepatic encephalopathy where brain stem herniation is a major threat, age being less than one year, severe hemorrhage, renal failure, and the need for dialysis before transplantation. Understanding these risk factors aids in managing expectations and planning for comprehensive care in cases of pediatric liver failure.
Question: In a child with active liver failure, the most important prognosis factor for death is –
Response:
Correct Answer: Sepsis
Distractors: Increasing transaminases,Increasing bilirubin,Increasing prothrombin time<|endoftext|>
This qwen2 model was trained 2x faster with
Unsloth and Huggingface's TRL library.
