from transformers import pipeline
pipe = pipeline("text-generation", 
                model="neelam-builds/mistral-7b-medical-finetuned")
output = pipe("What are the symptoms of diabetes?", max_new_tokens=200)
print(output[0]['generated_text'])

Author

Base Model: Mistral 7B
Method: QLoRA (4-bit quantization + LoRA adapters)
Dataset: Medical Q&amp;A (1000 samples)
Epochs: 1
Final Loss: ~0.97
Hardware: Lightning.ai GPU
Framework: TRL + PEFT + Transformers

Neelam Yadav — AI & Data Science Student
Fr. Conceicao Rodrigues College of Engineering, Mumbai