The training of model used Microsoft's bioGPT as a base model, and then finetuned in a dataset of over 370k encephalitis question and answers
https://huggingface.co/datasets/Santosh-Gupta/EncephalitisQuestionAnswering
To use
from transformers import pipeline, AutoTokenizer, AutoModel
model = AutoModel.from_pretrained('Santosh-Gupta/EncephalitisGPT')
tokenizer = AutoTokenizer.from_pretrained('Santosh-Gupta/EncephalitisGPT')
generator = pipeline('text-generation', model=model, tokenizer=tokenizer, device=0)
generator("What are causes of autoimmune encephalitis", max_length=1000, num_return_sequences=1, do_sample=True)
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