Spaces:
Running
on
Zero
Running
on
Zero
Update app.py
Browse files
app.py
CHANGED
@@ -7,11 +7,8 @@ IS_SPACES_ZERO = os.environ.get("SPACES_ZERO_GPU", "0") == "1"
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IS_SPACE = os.environ.get("SPACE_ID", None) is not None
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device = "cuda" if torch.cuda.is_available() else "cpu"
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#device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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#dtype = torch.float16
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LOW_MEMORY = os.getenv("LOW_MEMORY", "0") == "1"
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print(f"Using device: {device}")
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#print(f"Using dtype: {dtype}")
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print(f"low memory: {LOW_MEMORY}")
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model_name = "ruslanmv/Medical-Llama3-8B"
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# Move model and tokenizer to the CUDA device
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@@ -35,8 +32,6 @@ def askme(symptoms, question):
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assistant_response =response_text.split("assistant")[1].strip().split("user")[0].strip()
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return assistant_response
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# Example usage
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symptoms = '''\
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I'm a 35-year-old male and for the past few months, I've been experiencing fatigue,
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@@ -46,45 +41,9 @@ question = '''\
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Could these symptoms be related to hypothyroidism?
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If so, what steps should I take to get a proper diagnosis and discuss treatment options?
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'''
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examples = [
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[symptoms, question]
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]
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'''
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iface = gr.Interface(
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fn=askme,
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inputs=["text", "text"],
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outputs="text",
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examples=examples,
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title="Medical AI Chatbot",
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description="Ask me a medical question!"
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)
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iface.launch()
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'''
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'''
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iface = gr.Interface(
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fn=askme,
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inputs=[
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gr.Textbox(label="Symptoms", placeholder="Enter symptoms here"),
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gr.Textbox(label="Question", placeholder="Enter question here")
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],
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outputs="text",
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examples=examples,
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title="Medical AI Chatbot",
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description="Ask me a medical question!",
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css=css
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)
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iface.launch()
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'''
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import gradio as gr
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css = """
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/* General Container Styles */
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@@ -147,3 +106,36 @@ with gr.Blocks(css=css) as interface:
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interface.launch()
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IS_SPACE = os.environ.get("SPACE_ID", None) is not None
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device = "cuda" if torch.cuda.is_available() else "cpu"
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LOW_MEMORY = os.getenv("LOW_MEMORY", "0") == "1"
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print(f"Using device: {device}")
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print(f"low memory: {LOW_MEMORY}")
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model_name = "ruslanmv/Medical-Llama3-8B"
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# Move model and tokenizer to the CUDA device
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assistant_response =response_text.split("assistant")[1].strip().split("user")[0].strip()
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return assistant_response
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# Example usage
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symptoms = '''\
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I'm a 35-year-old male and for the past few months, I've been experiencing fatigue,
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Could these symptoms be related to hypothyroidism?
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If so, what steps should I take to get a proper diagnosis and discuss treatment options?
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'''
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examples = [
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[symptoms, question]
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]
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css = """
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/* General Container Styles */
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interface.launch()
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'''
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iface = gr.Interface(
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fn=askme,
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inputs=["text", "text"],
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outputs="text",
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examples=examples,
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title="Medical AI Chatbot",
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description="Ask me a medical question!"
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)
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iface.launch()
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'''
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'''
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iface = gr.Interface(
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fn=askme,
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inputs=[
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gr.Textbox(label="Symptoms", placeholder="Enter symptoms here"),
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gr.Textbox(label="Question", placeholder="Enter question here")
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],
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outputs="text",
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examples=examples,
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title="Medical AI Chatbot",
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description="Ask me a medical question!",
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css=css
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)
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iface.launch()
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'''
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