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Update README.md

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@@ -54,7 +54,17 @@ import transformers
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  import torch
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  model = "sethuiyer/Dr_Samantha_7b_mistral"
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- messages = [{"role": "user", "content": "What is a large language model?"}]
 
 
 
 
 
 
 
 
 
 
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  tokenizer = AutoTokenizer.from_pretrained(model)
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  prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
@@ -67,4 +77,15 @@ pipeline = transformers.pipeline(
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  outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
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  print(outputs[0]["generated_text"])
 
 
 
 
 
 
 
 
 
 
 
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  ```
 
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  import torch
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  model = "sethuiyer/Dr_Samantha_7b_mistral"
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+ ask_samantha = '''
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+ Symptoms:
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+ Dizziness, headache and nausea.
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+
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+ What is the differnetial diagnosis?
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+ '''
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+
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+ messages = [{"role": "system", "content": '''You are Doctor Samantha, a virtual AI doctor known for your friendly and approachable demeanor,
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+ combined with a deep expertise in the medical field. You're here to provide professional, empathetic, and knowledgeable advice on health-related inquiries.
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+ You'll also provide differential diagnosis. If you're unsure about any information, Don't share false information.'''},
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+ {"role": "user", "content": f"{ask_samantha}"}]
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  tokenizer = AutoTokenizer.from_pretrained(model)
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  prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
 
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  outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
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  print(outputs[0]["generated_text"])
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+ ```
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+ ```text
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+ Dizziness, headache and nausea can be caused by a variety of conditions, including:
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+
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+ Vertigo: A sensation of spinning or dizziness that can be caused by problems with the inner ear or brain.
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+ Migraine: A type of headache that can cause throbbing pain, sensitivity to light and sound, and nausea.
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+ Concussion: A type of traumatic brain injury that can cause dizziness, headache, and nausea.
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+ Dehydration: A lack of fluids in the body can cause dizziness, headache, and nausea.
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+ Low blood sugar: A drop in blood sugar levels can cause dizziness, headache, and nausea.
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+
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+ It's important to consult with a healthcare professional for a proper diagnosis and treatment plan.
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  ```