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4d88461
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2e1e801
Create app.py
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app.py
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from transformers import AutoModel, AutoTokenizer
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import gradio as gr
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tokenizer = AutoTokenizer.from_pretrained("THUDM/chatglm-6b", trust_remote_code=True)
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model = AutoModel.from_pretrained("THUDM/chatglm-6b", trust_remote_code=True).half().cuda()
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model = model.eval()
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def predict(input, history=None):
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if history is None:
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history = []
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response, history = model.chat(tokenizer, input, history)
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return history, history
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with gr.Blocks() as demo:
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gr.Markdown('''## ChatGLM-6B - unofficial demo
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Unnoficial demo of the [ChatGLM-6B](https://github.com/THUDM/ChatGLM-6B/blob/main/README_en.md) model, trained on 1T tokens of English and Chinese
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''')
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state = gr.State([])
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chatbot = gr.Chatbot([], elem_id="chatbot").style(height=500)
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with gr.Row():
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with gr.Column(scale=4):
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txt = gr.Textbox(show_label=False, placeholder="Enter text and press enter").style(container=False)
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with gr.Column(scale=1):
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button = gr.Button("Generate")
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txt.submit(predict, [txt, state], [chatbot, state])
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button.click(predict, [txt, state], [chatbot, state])
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demo.queue().launch()
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