Adding timer
Browse files
app.py
CHANGED
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@@ -1,4 +1,5 @@
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import gradio as gr
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from transformers import pipeline
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# Load the TinyLlama text generation pipeline
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@@ -6,11 +7,21 @@ pipe = pipeline("text-generation", model="TinyLlama/TinyLlama-1.1B-Chat-v1.0")
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# Define the inference function
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def generate_text(prompt):
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results = pipe(prompt, max_length=50, num_return_sequences=1)
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# Create a Gradio interface
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iface = gr.Interface(
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# Launch the interface
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iface.launch()
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import gradio as gr
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import time
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from transformers import pipeline
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# Load the TinyLlama text generation pipeline
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# Define the inference function
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def generate_text(prompt):
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start_time = time.time()
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results = pipe(prompt, max_length=50, num_return_sequences=1)
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end_time = time.time()
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response_time = end_time - start_time
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return results[0]['generated_text'], f"{response_time:.2f} seconds"
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# Create a Gradio interface
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iface = gr.Interface(
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fn=generate_text,
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inputs="text",
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outputs=[
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gr.outputs.Textbox(label="Generated Text"),
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gr.outputs.Textbox(label="Response Time")
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],
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title="TinyLlama Text Generation")
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# Launch the interface
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iface.launch()
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