M931598 commited on
Commit
90b2632
·
verified ·
1 Parent(s): 73481e9

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +17 -0
app.py CHANGED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ from transformers import GPT2LMHeadModel, GPT2Tokenizer
3
+
4
+ # بارگذاری مدل GPT-2 فارسی
5
+ model_name = "HooshvareLab/gpt2-fa"
6
+ model = GPT2LMHeadModel.from_pretrained(model_name)
7
+ tokenizer = GPT2Tokenizer.from_pretrained(model_name)
8
+
9
+ # تابع پاسخ‌دهی
10
+ def chat(input_text):
11
+ inputs = tokenizer.encode(input_text, return_tensors="pt")
12
+ outputs = model.generate(inputs, max_length=150, do_sample=True, top_k=50)
13
+ response = tokenizer.decode(outputs[0], skip_special_tokens=True)
14
+ return response
15
+
16
+ # رابط گرافیکی Gradio (بدون launch)
17
+ demo = gr.Interface(fn=chat, inputs="text", outputs="text", title="چت‌بات فارسی")