mirror of https://github.com/THUDM/ChatGLM-6B
Add another web demo with Gradio
parent
9d30ed964a
commit
ec069419be
40
web_demo3.py
40
web_demo3.py
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@ -4,22 +4,23 @@ from typing import TYPE_CHECKING, Any, Callable, Dict, List, Tuple, Type
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import mdtex2html
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import mdtex2html
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tokenizer = AutoTokenizer.from_pretrained("THUDM/chatglm-6b", trust_remote_code=True)
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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).quantize(8).half().cuda()
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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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model = model.eval()
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# MAX_TURNS = 20
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# MAX_BOXES = MAX_TURNS * 2
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"""Override Chatbot.postprocess"""
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"""Override Chatbot.postprocess"""
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def postprocess(self, y):
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def postprocess(self, y):
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if y is None:
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if y is None:
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return []
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return []
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for i, (message, response) in enumerate(y):
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for i, (message, response) in enumerate(y):
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y[i] = (
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y[i] = (
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None if message is None else mdtex2html.convert((message)),
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None if message is None else mdtex2html.convert((message)),
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None if response is None else mdtex2html.convert(response),
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None if response is None else mdtex2html.convert(response),
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)
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)
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return y
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return y
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gr.Chatbot.postprocess = postprocess
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gr.Chatbot.postprocess = postprocess
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@ -27,9 +28,10 @@ def predict(input, chatbot, max_length, top_p, temperature, history):
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chatbot.append((input, ""))
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chatbot.append((input, ""))
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for response, history in model.stream_chat(tokenizer, input, history, max_length=max_length, top_p=top_p,
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for response, history in model.stream_chat(tokenizer, input, history, max_length=max_length, top_p=top_p,
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temperature=temperature):
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temperature=temperature):
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chatbot[-1] = (input, response)
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chatbot[-1] = (input, response)
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yield chatbot, history
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yield chatbot, history
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def reset_user_input():
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def reset_user_input():
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return gr.update(value='')
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return gr.update(value='')
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@ -37,6 +39,7 @@ def reset_user_input():
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def reset_state():
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def reset_state():
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return [], []
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return [], []
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with gr.Blocks() as demo:
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with gr.Blocks() as demo:
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gr.HTML("""<h1 align="center">ChatGLM</h1>""")
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gr.HTML("""<h1 align="center">ChatGLM</h1>""")
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@ -54,16 +57,17 @@ with gr.Blocks() as demo:
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max_length = gr.Slider(0, 4096, value=2048, step=1.0, label="Maximum length", interactive=True)
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max_length = gr.Slider(0, 4096, value=2048, step=1.0, label="Maximum length", interactive=True)
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top_p = gr.Slider(0, 1, value=0.7, step=0.01, label="Top P", interactive=True)
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top_p = gr.Slider(0, 1, value=0.7, step=0.01, label="Top P", interactive=True)
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temperature = gr.Slider(0, 1, value=0.95, step=0.01, label="Temperature", interactive=True)
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temperature = gr.Slider(0, 1, value=0.95, step=0.01, label="Temperature", interactive=True)
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history = gr.State([])
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history = gr.State([])
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user_input.submit(predict, [user_input, chatbot, max_length, top_p, temperature, history], [chatbot, history], show_progress=True)
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user_input.submit(predict, [user_input, chatbot, max_length, top_p, temperature, history], [chatbot, history],
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show_progress=True)
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user_input.submit(reset_user_input, [], [user_input])
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user_input.submit(reset_user_input, [], [user_input])
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submitBtn.click(predict, [user_input, chatbot, max_length, top_p, temperature, history], [chatbot, history], show_progress=True)
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submitBtn.click(predict, [user_input, chatbot, max_length, top_p, temperature, history], [chatbot, history],
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show_progress=True)
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submitBtn.click(reset_user_input, [], [user_input])
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submitBtn.click(reset_user_input, [], [user_input])
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emptyBtn.click(reset_state, outputs=[chatbot, history], show_progress=True)
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emptyBtn.click(reset_state, outputs=[chatbot, history], show_progress=True)
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demo.queue().launch(share=True, inbrowser=True)
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demo.queue().launch(share=False, inbrowser=True)
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