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Browse files- app.py +29 -0
- requirements.txt +3 -0
app.py
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from transformers import AutoTokenizer, AutoModelForCausalLM
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import gradio as gr
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tokenizer = AutoTokenizer.from_pretrained("Salesforce/codegen-350M-mono")
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model = AutoModelForCausalLM.from_pretrained("Salesforce/codegen-350M-mono")
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# text = "create a function recieve two arguments that return sum as a result"
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example_text = [ 'create a function to calculate the n!', "create a function recieve two arguments that return sum as a result"]
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def get_code(prompt):
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input_ids = tokenizer(prompt, return_tensors="pt").input_ids
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generated_ids = model.generate(input_ids, max_length=128)
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return tokenizer.decode(generated_ids[0], skip_special_tokens=True)
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demo = gr.Blocks()
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with demo:
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gr.Markdown(
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"## This Demo will generate python code only upto 128 tokens "
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)
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with gr.Row():
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inputs = gr.Textbox(label='Prompt for generating code', lines=5)
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outputs = gr.Textbox(label='Python Code', lines=10)
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b1 = gr.Button('Generate Code')
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gr.Examples(examples=example_text, inputs= inputs, outputs= outputs)
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b1.click(fn = get_code,inputs= inputs, outputs= outputs )
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demo.launch()
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requirements.txt
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gradio
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transformers
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torch
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