Kvikontent commited on
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103a097
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1 Parent(s): 2f1b4a1

Create app.py

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  1. app.py +22 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import AutoTokenizer, FalconModel
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+
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+ tokenizer = AutoTokenizer.from_pretrained("Rocketknight1/falcon-rw-1b")
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+ model = FalconModel.from_pretrained("Rocketknight1/falcon-rw-1b")
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+
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+ def chat(input_text):
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+ inputs = tokenizer(input_text, return_tensors="pt")
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+ outputs = model(**inputs)
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+ last_hidden_states = outputs.last_hidden_state
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+ response = tokenizer.decode(last_hidden_states.squeeze(), skip_special_tokens=True)
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+ return response
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+
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+ interface = gr.Interface(
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+ fn=chat,
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+ inputs=gr.inputs.Textbox(lines=2, label="User Question"),
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+ outputs=gr.outputs.Textbox(label="Chatbot Response"),
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+ title="Falcon-7b",
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+ theme="dark"
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+ )
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+
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+ interface.launch()