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103a097
1
Parent(s):
2f1b4a1
Create app.py
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app.py
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import gradio as gr
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from transformers import AutoTokenizer, FalconModel
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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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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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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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interface.launch()
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