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"
|
|
| 7 |
IS_SPACE = os.environ.get("SPACE_ID", None) is not None
|
| 8 |
|
| 9 |
device = "cuda" if torch.cuda.is_available() else "cpu"
|
| 10 |
-
#device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
|
| 11 |
-
#dtype = torch.float16
|
| 12 |
LOW_MEMORY = os.getenv("LOW_MEMORY", "0") == "1"
|
| 13 |
print(f"Using device: {device}")
|
| 14 |
-
#print(f"Using dtype: {dtype}")
|
| 15 |
print(f"low memory: {LOW_MEMORY}")
|
| 16 |
model_name = "ruslanmv/Medical-Llama3-8B"
|
| 17 |
# Move model and tokenizer to the CUDA device
|
|
@@ -35,8 +32,6 @@ def askme(symptoms, question):
|
|
| 35 |
assistant_response =response_text.split("assistant")[1].strip().split("user")[0].strip()
|
| 36 |
return assistant_response
|
| 37 |
|
| 38 |
-
|
| 39 |
-
|
| 40 |
# Example usage
|
| 41 |
symptoms = '''\
|
| 42 |
I'm a 35-year-old male and for the past few months, I've been experiencing fatigue,
|
|
@@ -46,45 +41,9 @@ question = '''\
|
|
| 46 |
Could these symptoms be related to hypothyroidism?
|
| 47 |
If so, what steps should I take to get a proper diagnosis and discuss treatment options?
|
| 48 |
'''
|
| 49 |
-
|
| 50 |
-
|
| 51 |
examples = [
|
| 52 |
[symptoms, question]
|
| 53 |
]
|
| 54 |
-
'''
|
| 55 |
-
iface = gr.Interface(
|
| 56 |
-
fn=askme,
|
| 57 |
-
inputs=["text", "text"],
|
| 58 |
-
outputs="text",
|
| 59 |
-
examples=examples,
|
| 60 |
-
title="Medical AI Chatbot",
|
| 61 |
-
description="Ask me a medical question!"
|
| 62 |
-
)
|
| 63 |
-
|
| 64 |
-
iface.launch()
|
| 65 |
-
'''
|
| 66 |
-
|
| 67 |
-
'''
|
| 68 |
-
|
| 69 |
-
iface = gr.Interface(
|
| 70 |
-
fn=askme,
|
| 71 |
-
inputs=[
|
| 72 |
-
gr.Textbox(label="Symptoms", placeholder="Enter symptoms here"),
|
| 73 |
-
gr.Textbox(label="Question", placeholder="Enter question here")
|
| 74 |
-
],
|
| 75 |
-
outputs="text",
|
| 76 |
-
examples=examples,
|
| 77 |
-
title="Medical AI Chatbot",
|
| 78 |
-
description="Ask me a medical question!",
|
| 79 |
-
css=css
|
| 80 |
-
)
|
| 81 |
-
|
| 82 |
-
iface.launch()
|
| 83 |
-
'''
|
| 84 |
-
|
| 85 |
-
|
| 86 |
-
|
| 87 |
-
import gradio as gr
|
| 88 |
|
| 89 |
css = """
|
| 90 |
/* General Container Styles */
|
|
@@ -147,3 +106,36 @@ with gr.Blocks(css=css) as interface:
|
|
| 147 |
|
| 148 |
interface.launch()
|
| 149 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 7 |
IS_SPACE = os.environ.get("SPACE_ID", None) is not None
|
| 8 |
|
| 9 |
device = "cuda" if torch.cuda.is_available() else "cpu"
|
|
|
|
|
|
|
| 10 |
LOW_MEMORY = os.getenv("LOW_MEMORY", "0") == "1"
|
| 11 |
print(f"Using device: {device}")
|
|
|
|
| 12 |
print(f"low memory: {LOW_MEMORY}")
|
| 13 |
model_name = "ruslanmv/Medical-Llama3-8B"
|
| 14 |
# Move model and tokenizer to the CUDA device
|
|
|
|
| 32 |
assistant_response =response_text.split("assistant")[1].strip().split("user")[0].strip()
|
| 33 |
return assistant_response
|
| 34 |
|
|
|
|
|
|
|
| 35 |
# Example usage
|
| 36 |
symptoms = '''\
|
| 37 |
I'm a 35-year-old male and for the past few months, I've been experiencing fatigue,
|
|
|
|
| 41 |
Could these symptoms be related to hypothyroidism?
|
| 42 |
If so, what steps should I take to get a proper diagnosis and discuss treatment options?
|
| 43 |
'''
|
|
|
|
|
|
|
| 44 |
examples = [
|
| 45 |
[symptoms, question]
|
| 46 |
]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 47 |
|
| 48 |
css = """
|
| 49 |
/* General Container Styles */
|
|
|
|
| 106 |
|
| 107 |
interface.launch()
|
| 108 |
|
| 109 |
+
|
| 110 |
+
|
| 111 |
+
|
| 112 |
+
'''
|
| 113 |
+
iface = gr.Interface(
|
| 114 |
+
fn=askme,
|
| 115 |
+
inputs=["text", "text"],
|
| 116 |
+
outputs="text",
|
| 117 |
+
examples=examples,
|
| 118 |
+
title="Medical AI Chatbot",
|
| 119 |
+
description="Ask me a medical question!"
|
| 120 |
+
)
|
| 121 |
+
|
| 122 |
+
iface.launch()
|
| 123 |
+
'''
|
| 124 |
+
|
| 125 |
+
'''
|
| 126 |
+
|
| 127 |
+
iface = gr.Interface(
|
| 128 |
+
fn=askme,
|
| 129 |
+
inputs=[
|
| 130 |
+
gr.Textbox(label="Symptoms", placeholder="Enter symptoms here"),
|
| 131 |
+
gr.Textbox(label="Question", placeholder="Enter question here")
|
| 132 |
+
],
|
| 133 |
+
outputs="text",
|
| 134 |
+
examples=examples,
|
| 135 |
+
title="Medical AI Chatbot",
|
| 136 |
+
description="Ask me a medical question!",
|
| 137 |
+
css=css
|
| 138 |
+
)
|
| 139 |
+
|
| 140 |
+
iface.launch()
|
| 141 |
+
'''
|