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- app.py +21 -0
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/models
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app.py
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import gradio as gr
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from transformers import AutoTokenizer, AutoModelForCausalLM
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tokenizer = AutoTokenizer.from_pretrained("Salesforce/codegen25-7b-instruct", trust_remote_code=True)
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model = AutoModelForCausalLM.from_pretrained("Salesforce/codegen25-7b-instruct", cache_dir="models/")
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def code_gen(text):
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input_ids = tokenizer(text, return_tensors="pt").input_ids
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generated_ids = model.generate(input_ids, max_length=128)
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response = tokenizer.decode(generated_ids[0], skip_special_tokens=True)
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print(response)
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return response
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iface = gr.Interface(fn=code_gen,
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inputs=gr.inputs.Textbox(
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label="Input Source Code"),
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outputs="text",
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title="Code Generation")
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iface.launch()
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