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Update app.py
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app.py
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@@ -7,7 +7,7 @@ model_pipeline = pipeline("text-generation", model="grammarly/coedit-large")
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def generate_text(input_text, temperature=0.9, max_new_tokens=50, top_p=0.95, top_k=50):
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# Generate text using the model
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output = model_pipeline(input_text, temperature=temperature, max_length=
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# Extract and return the generated text
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return output[0]['generated_text']
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@@ -20,10 +20,24 @@ additional_inputs=[
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gr.Slider( label="Top-k", value=50, minimum=0, maximum=100, step=1, interactive=True, info="Limits the number of top-k tokens considered at each step"),
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]
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gr.ChatInterface(
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fn=generate_text,
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title="My Grammarly Space",
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)
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def generate_text(input_text, temperature=0.9, max_new_tokens=50, top_p=0.95, top_k=50):
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# Generate text using the model
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output = model_pipeline(input_text, temperature=temperature, max_length=(len(input_text.split()) + max_new_tokens), top_p=top_p, top_k=top_k, return_full_text=False)
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# Extract and return the generated text
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return output[0]['generated_text']
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gr.Slider( label="Top-k", value=50, minimum=0, maximum=100, step=1, interactive=True, info="Limits the number of top-k tokens considered at each step"),
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]
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#gr.ChatInterface(
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# fn=generate_text,
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# chatbot=gr.Chatbot(show_label=False, show_share_button=False, show_copy_button=True, likeable=True, layout="panel"),
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# additional_inputs=additional_inputs,
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# title="My Grammarly Space",
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# concurrency_limit=20,
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#).launch(show_api=False)
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iface = gr.Interface(
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fn=generate_text,
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inputs=[
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gr.inputs.Textbox(lines=2, placeholder="Enter text here..."),
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*additional_inputs
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],
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outputs="text",
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title="My Grammarly Space",
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description="Generate text with grammarly/coedit-large model",
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)
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iface.launch(share=True)
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