Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
|
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
|
| 3 |
+
demo = gr.Blocks()
|
| 4 |
+
|
| 5 |
+
name_list = ['huggingface/microsoft/biogpt', 'huggingface/stanford-crfm/BioMedLM']
|
| 6 |
+
|
| 7 |
+
examples = [
|
| 8 |
+
['COVID is'],
|
| 9 |
+
]
|
| 10 |
+
|
| 11 |
+
def generate_biomedical(text):
|
| 12 |
+
interfaces = [gr.Interface.load(name) for name in name_list]
|
| 13 |
+
return [interface(text) for interface in interfaces]
|
| 14 |
+
|
| 15 |
+
def set_example(example: list) -> dict:
|
| 16 |
+
return gr.Textbox.update(value=example[0])
|
| 17 |
+
|
| 18 |
+
with gr.Blocks() as demo:
|
| 19 |
+
gr.Markdown("# Compare generative biomedical LLMs")
|
| 20 |
+
with gr.Box():
|
| 21 |
+
with gr.Row():
|
| 22 |
+
with gr.Column():
|
| 23 |
+
input_text = gr.Textbox(label = "Write your text here", lines=4)
|
| 24 |
+
with gr.Row():
|
| 25 |
+
btn = gr.Button("Generate ✨")
|
| 26 |
+
|
| 27 |
+
example_text = gr.Dataset(components=[input_text], samples=examples)
|
| 28 |
+
example_text.click(fn=set_example,
|
| 29 |
+
inputs = example_text,
|
| 30 |
+
outputs= example_text.components)
|
| 31 |
+
with gr.Column():
|
| 32 |
+
gr.Markdown("Let’s compare!")
|
| 33 |
+
btn.click(generate_biomedical, inputs = input_text, outputs = [gr.Textbox(label=name_list[_], lines=4) for _ in range(len(name_list))])
|