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Add app.py and requirements.txt
Browse files- app.py +30 -0
- requirements.txt +7 -0
app.py
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import psutil
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import gradio as gr
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from functools import partial
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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mem = psutil.virtual_memory()
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tokenizer = AutoTokenizer.from_pretrained("THUDM/chatglm-6b", trust_remote_code=True)
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model = AutoModelForSeq2SeqLM.from_pretrained("THUDM/chatglm-6b", trust_remote_code=True).bfloat16()
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def chat(query, history=[]):
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_, history = model.chat(tokenizer, query, history, max_length=32)
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return history, history
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description = "This is an unofficial chatbot application based on open source model ChatGLM-6B, running on cpu(hence max_length is limited to 32)."
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title = "ChatGLM-6B Chatbot"
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examples = [["Hello?"], ["你好。"], ["介绍清华"]]
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chatbot_interface = gr.Interface(
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fn=chat,
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title=title,
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description=description,
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examples=examples,
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inputs=["text", "state"],
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outputs=["chatbot", "state"]
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)
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chatbot_interface.launch()
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requirements.txt
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gradio
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torch
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protobuf>=3.19.5,<3.20.1
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transformers>=4.26.1
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icetk
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cpm_kernels
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psutil
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