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  1. .gitignore +1 -0
  2. app.py +21 -0
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+ /models
app.py ADDED
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+ import gradio as gr
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+ from transformers import AutoTokenizer, AutoModelForCausalLM
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+
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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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+
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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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+
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+
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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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+
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+ iface.launch()