22085081bb
Co-authored-by: Ying Sheng <sqy1415@gmail.com> Co-authored-by: Liangsheng Yin <hnyls2002@gmail.com> Co-authored-by: Zhiqiang Xie <xiezhq@stanford.edu> Co-authored-by: parasol-aser <3848358+parasol-aser@users.noreply.github.com> Co-authored-by: LiviaSun <33578456+ChuyueSun@users.noreply.github.com> Co-authored-by: Cody Yu <hao.yu.cody@gmail.com>
29 lines
698 B
Python
29 lines
698 B
Python
from sglang import function, gen, set_default_backend, Runtime
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@function
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def few_shot_qa(s, question):
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s += (
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"""The following are questions with answers.
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Q: What is the capital of France?
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A: Paris
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Q: What is the capital of Germany?
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A: Berlin
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Q: What is the capital of Italy?
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A: Rome
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""")
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s += "Q: " + question + "\n"
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s += "A:" + gen("answer", stop="\n", temperature=0)
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runtime = Runtime(model_path="meta-llama/Llama-2-7b-chat-hf")
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set_default_backend(runtime)
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state = few_shot_qa.run(question="What is the capital of the United States?")
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answer = state["answer"].strip().lower()
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assert "washington" in answer, f"answer: {state['answer']}"
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print(state.text())
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runtime.shutdown()
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