Nojoodalnahdi commited on
Commit
8a4bc31
1 Parent(s): 1652e69

Update app.py

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Files changed (1) hide show
  1. app.py +19 -4
app.py CHANGED
@@ -1,7 +1,22 @@
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  import gradio as gr
 
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- def greet(name):
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- return "Hello " + name + "!!"
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- demo = gr.Interface(fn=greet, inputs="text", outputs="text")
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- demo.launch()
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  import gradio as gr
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+ from transformers import pipeline
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+ # Load the text generation pipeline from Hugging Face
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+ generator = pipeline("text-generation", model="gpt-2")
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+ def generate_text(prompt):
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+ # Generate text based on the input prompt
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+ results = generator(prompt, max_length=100, num_return_sequences=1)
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+ return results[0]['generated_text']
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+
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+ # Create the Gradio interface
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+ iface = gr.Interface(
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+ fn=generate_text,
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+ inputs=gr.inputs.Textbox(label="Input Prompt", lines=2, placeholder="Enter your prompt here..."),
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+ outputs=gr.outputs.Textbox(label="Generated Text"),
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+ title="Text Generation with GPT-2",
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+ description="Enter a prompt and get a generated text using the GPT-2 model from Hugging Face."
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+ )
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+
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+ # Launch the interface
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+ iface.launch()