Update app.py
Browse files
app.py
CHANGED
@@ -1,64 +1,66 @@
|
|
1 |
import gradio as gr
|
2 |
from huggingface_hub import InferenceClient
|
3 |
|
4 |
-
|
5 |
-
|
6 |
-
"""
|
7 |
-
client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
|
8 |
-
|
9 |
|
10 |
def respond(
|
11 |
message,
|
12 |
history: list[tuple[str, str]],
|
13 |
-
system_message,
|
14 |
-
max_tokens,
|
15 |
-
temperature,
|
16 |
-
top_p,
|
17 |
):
|
|
|
|
|
|
|
18 |
messages = [{"role": "system", "content": system_message}]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
19 |
|
20 |
-
|
21 |
-
if val[0]:
|
22 |
-
messages.append({"role": "user", "content": val[0]})
|
23 |
-
if val[1]:
|
24 |
-
messages.append({"role": "assistant", "content": val[1]})
|
25 |
-
|
26 |
-
messages.append({"role": "user", "content": message})
|
27 |
|
|
|
28 |
response = ""
|
29 |
-
|
30 |
-
|
31 |
-
|
32 |
-
max_tokens=max_tokens,
|
33 |
stream=True,
|
34 |
temperature=temperature,
|
35 |
-
|
36 |
):
|
37 |
-
|
38 |
-
|
39 |
-
response += token
|
40 |
yield response
|
41 |
|
42 |
-
|
43 |
-
"""
|
44 |
-
For information on how to customize the ChatInterface, peruse the gradio docs: https://www.gradio.app/docs/chatinterface
|
45 |
-
"""
|
46 |
demo = gr.ChatInterface(
|
47 |
respond,
|
48 |
additional_inputs=[
|
49 |
-
gr.Textbox(value="
|
50 |
-
gr.Slider(minimum=1, maximum=
|
51 |
-
gr.Slider(minimum=0.1, maximum=
|
52 |
-
gr.Slider(
|
53 |
-
minimum=0.1,
|
54 |
-
maximum=1.0,
|
55 |
-
value=0.95,
|
56 |
-
step=0.05,
|
57 |
-
label="Top-p (nucleus sampling)",
|
58 |
-
),
|
59 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
60 |
)
|
61 |
|
62 |
-
|
63 |
if __name__ == "__main__":
|
64 |
-
|
|
|
|
|
|
|
|
|
|
|
|
1 |
import gradio as gr
|
2 |
from huggingface_hub import InferenceClient
|
3 |
|
4 |
+
# Use Arabic-optimized model (Free for commercial use)
|
5 |
+
client = InferenceClient("aubmindlab/aragpt2-base") # Arabic GPT-2 model
|
|
|
|
|
|
|
6 |
|
7 |
def respond(
|
8 |
message,
|
9 |
history: list[tuple[str, str]],
|
10 |
+
system_message="أنت مساعد مفيد يتحدث العربية",
|
11 |
+
max_tokens=512,
|
12 |
+
temperature=0.7,
|
13 |
+
top_p=0.95,
|
14 |
):
|
15 |
+
# Force Arabic responses
|
16 |
+
prompt = f"باللغة العربية: {message}"
|
17 |
+
|
18 |
messages = [{"role": "system", "content": system_message}]
|
19 |
+
|
20 |
+
# Add conversation history
|
21 |
+
for user_msg, bot_msg in history[-3:]: # Limit history for mobile performance
|
22 |
+
if user_msg:
|
23 |
+
messages.append({"role": "user", "content": user_msg})
|
24 |
+
if bot_msg:
|
25 |
+
messages.append({"role": "assistant", "content": bot_msg})
|
26 |
|
27 |
+
messages.append({"role": "user", "content": prompt})
|
|
|
|
|
|
|
|
|
|
|
|
|
28 |
|
29 |
+
# Generate Arabic response
|
30 |
response = ""
|
31 |
+
for chunk in client.text_generation(
|
32 |
+
prompt=prompt,
|
33 |
+
max_new_tokens=max_tokens,
|
|
|
34 |
stream=True,
|
35 |
temperature=temperature,
|
36 |
+
repetition_penalty=1.2, # Reduce repetition common in Arabic dialects
|
37 |
):
|
38 |
+
response += chunk
|
|
|
|
|
39 |
yield response
|
40 |
|
41 |
+
# Mobile-optimized Arabic interface
|
|
|
|
|
|
|
42 |
demo = gr.ChatInterface(
|
43 |
respond,
|
44 |
additional_inputs=[
|
45 |
+
gr.Textbox(value="أنت مساعد عربي مفيد", label="الرسالة النظام"),
|
46 |
+
gr.Slider(minimum=1, maximum=512, value=256, label="الحد الأقصى للكلمات"),
|
47 |
+
gr.Slider(minimum=0.1, maximum=1.0, value=0.5, label="الابتكار"),
|
48 |
+
gr.Slider(minimum=0.1, maximum=1.0, value=0.9, label="الدقة"),
|
|
|
|
|
|
|
|
|
|
|
|
|
49 |
],
|
50 |
+
css="""
|
51 |
+
.gradio-container {direction: rtl;}
|
52 |
+
textarea {font-family: 'Amiri', serif;}
|
53 |
+
""",
|
54 |
+
examples=[
|
55 |
+
["ما هو أفضل حل للزراعة في السودان؟"], # Sudan example
|
56 |
+
["كيف يمكن تطوير الذكاء الاصطناعي في السعودية؟"] # KSA example
|
57 |
+
]
|
58 |
)
|
59 |
|
|
|
60 |
if __name__ == "__main__":
|
61 |
+
# Mobile optimization settings
|
62 |
+
demo.launch(
|
63 |
+
enable_queue=True,
|
64 |
+
allowed_paths=["./assets"], # For local Arabic fonts if needed
|
65 |
+
prevent_thread_lock=True
|
66 |
+
)
|