Spaces:
Runtime error
Runtime error
Commit
•
9673b20
1
Parent(s):
e895f6b
Upload 2 files
Browse files- gradio/app.py +95 -0
- gradio/requirements.txt +1 -0
gradio/app.py
ADDED
@@ -0,0 +1,95 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import gradio as gr
|
2 |
+
|
3 |
+
examples = [
|
4 |
+
"Give me a recipe for pizza with pineapple",
|
5 |
+
"Write me a tweet about the new OpenVINO release",
|
6 |
+
"Explain the difference between CPU and GPU",
|
7 |
+
"Give five ideas for a great weekend with family",
|
8 |
+
"Do Androids dream of Electric sheep?",
|
9 |
+
"Who is Dolly?",
|
10 |
+
"Please give me advice on how to write resume?",
|
11 |
+
"Name 3 advantages to being a cat",
|
12 |
+
"Write instructions on how to become a good AI engineer",
|
13 |
+
"Write a love letter to my best friend",
|
14 |
+
]
|
15 |
+
|
16 |
+
def run_generation(user_text, top_p, temperature, top_k, max_new_tokens, performance):
|
17 |
+
# Example response, replace with actual model call
|
18 |
+
response = f"Generated text for: {user_text}"
|
19 |
+
performance = "N/A" # Replace with actual performance metrics if available
|
20 |
+
return response, performance
|
21 |
+
|
22 |
+
def reset_textbox(*args):
|
23 |
+
return "", "", ""
|
24 |
+
|
25 |
+
with gr.Blocks() as demo:
|
26 |
+
gr.Markdown(
|
27 |
+
"# Question Answering with OpenVINO\n"
|
28 |
+
"Provide instruction which describes a task below or select among predefined examples and model writes response that performs requested task."
|
29 |
+
)
|
30 |
+
|
31 |
+
with gr.Row():
|
32 |
+
with gr.Column(scale=4):
|
33 |
+
user_text = gr.Textbox(
|
34 |
+
placeholder="Write an email about an alpaca that likes flan",
|
35 |
+
label="User instruction",
|
36 |
+
)
|
37 |
+
model_output = gr.Textbox(label="Model response", interactive=False)
|
38 |
+
performance = gr.Textbox(label="Performance", lines=1, interactive=False)
|
39 |
+
with gr.Column(scale=1):
|
40 |
+
button_clear = gr.Button(value="Clear")
|
41 |
+
button_submit = gr.Button(value="Submit")
|
42 |
+
gr.Examples(examples, user_text)
|
43 |
+
with gr.Column(scale=1):
|
44 |
+
max_new_tokens = gr.Slider(
|
45 |
+
minimum=1,
|
46 |
+
maximum=1000,
|
47 |
+
value=256,
|
48 |
+
step=1,
|
49 |
+
interactive=True,
|
50 |
+
label="Max New Tokens",
|
51 |
+
)
|
52 |
+
top_p = gr.Slider(
|
53 |
+
minimum=0.05,
|
54 |
+
maximum=1.0,
|
55 |
+
value=0.92,
|
56 |
+
step=0.05,
|
57 |
+
interactive=True,
|
58 |
+
label="Top-p (nucleus sampling)",
|
59 |
+
)
|
60 |
+
top_k = gr.Slider(
|
61 |
+
minimum=0,
|
62 |
+
maximum=50,
|
63 |
+
value=0,
|
64 |
+
step=1,
|
65 |
+
interactive=True,
|
66 |
+
label="Top-k",
|
67 |
+
)
|
68 |
+
temperature = gr.Slider(
|
69 |
+
minimum=0.1,
|
70 |
+
maximum=5.0,
|
71 |
+
value=0.8,
|
72 |
+
step=0.1,
|
73 |
+
interactive=True,
|
74 |
+
label="Temperature",
|
75 |
+
)
|
76 |
+
|
77 |
+
user_text.submit(
|
78 |
+
run_generation,
|
79 |
+
[user_text, top_p, temperature, top_k, max_new_tokens, performance],
|
80 |
+
[model_output, performance],
|
81 |
+
)
|
82 |
+
button_submit.click(
|
83 |
+
run_generation,
|
84 |
+
[user_text, top_p, temperature, top_k, max_new_tokens, performance],
|
85 |
+
[model_output, performance],
|
86 |
+
)
|
87 |
+
button_clear.click(
|
88 |
+
reset_textbox,
|
89 |
+
[user_text, model_output, performance],
|
90 |
+
[user_text, model_output, performance],
|
91 |
+
)
|
92 |
+
|
93 |
+
if __name__ == "__main__":
|
94 |
+
demo.queue()
|
95 |
+
demo.launch()
|
gradio/requirements.txt
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
gradio
|