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Update app.py
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app.py
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@@ -31,13 +31,13 @@ From the given email, extract the following key values. The keys are explained b
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# Define the function for generating output based on input
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def generate_output(input_text):
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# Prompt for the instruction
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output = ""
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# Initialize the FastLanguageModel
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model, tokenizer = FastLanguageModel.from_pretrained(
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model_name =
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max_seq_length = 2048,
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dtype = None,
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load_in_4bit = True,
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@@ -62,9 +62,16 @@ def generate_output(input_text):
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output = tokenizer.batch_decode(outputs)
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return output
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# Create Gradio interface
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iface = gr.Interface(fn=generate_output,
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inputs=
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outputs="text",
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title="Email Information Extraction",
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description="Extract key information from the provided email.")
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# Define the function for generating output based on input
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def generate_output(input_text,model):
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# Prompt for the instruction
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output = ""
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# Initialize the FastLanguageModel
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model, tokenizer = FastLanguageModel.from_pretrained(
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model_name = model,
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max_seq_length = 2048,
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dtype = None,
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load_in_4bit = True,
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output = tokenizer.batch_decode(outputs)
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return output
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model_options = ["sxandie/llama_3_8b_4bitQ"]
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inputs = [
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gr.inputs.Textbox(label="Input Text"),
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gr.inputs.Dropdown(label="Model", choices=model_options, default=model_options[0])
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]
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# Create Gradio interface
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iface = gr.Interface(fn=generate_output,
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inputs=inputs,
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outputs="text",
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title="Email Information Extraction",
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description="Extract key information from the provided email.")
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