typesdigital commited on
Commit
bcdfe0a
·
1 Parent(s): bf7ef22

Create app.py

Browse files
Files changed (1) hide show
  1. app.py +45 -0
app.py ADDED
@@ -0,0 +1,45 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ import openai
3
+
4
+ # Set up OpenAI API key
5
+ openai.api_key = "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"
6
+
7
+ # Define the code generation function
8
+ def code_generation(message):
9
+ # Set the model name and parameters
10
+ model = "nlpxucan/wizardlm-base"
11
+ max_tokens = 100
12
+
13
+ # Generate code using the model
14
+ response = openai.Completion.create(
15
+ engine="text-davinci-003",
16
+ prompt=message,
17
+ max_tokens=max_tokens,
18
+ temperature=0.7,
19
+ top_p=1.0,
20
+ n=1,
21
+ stop=None,
22
+ frequency_penalty=0.0,
23
+ presence_penalty=0.0,
24
+ log_level="info",
25
+ model=model
26
+ )
27
+
28
+ return response.choices[0].text.strip()
29
+
30
+ # Create the Gradio interface
31
+ iface = gr.Interface(
32
+ fn=code_generation,
33
+ inputs="text",
34
+ outputs="text",
35
+ title="Code Generation with WizardLM",
36
+ description="Enter a message as code prompt to generate code.",
37
+ examples=[
38
+ ["Create a function to calculate the factorial of a number."],
39
+ ["Sort a list of integers in ascending order."],
40
+ ],
41
+ theme="default"
42
+ )
43
+
44
+ # Run the Gradio interface
45
+ iface.launch()