降重增强版
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import os
os.environ["CUDA_VISIBLE_DEVICES"] = "3"
from vllm import LLM, SamplingParams
# Sample prompts.
prompts = [
"You are a helpful assistant.\n\nUser:张亮的爸爸叫张明,张明的爸爸有三个孩子,大儿子叫张大,二儿子叫张昊,三儿子叫什么?\nAssistant:",
"You are a helpful assistant.\n\nUser:你好\nAssistant:",
"You are a helpful assistant.\n\nUser:1+1等于几\nAssistant:",
"You are a helpful assistant.\n\nUser:你是谁\nAssistant:",
]
# Create a sampling params object.
sampling_params = SamplingParams(temperature=0, top_p=1, presence_penalty=0.9, max_tokens=1024)
# Create an LLM.
llm = LLM(model="/home/majiahui/project/models-llm/openbuddy-mistral-7b-v13.1", trust_remote_code=True)
# Generate texts from the prompts. The output is a list of RequestOutput objects
# that contain the prompt, generated text, and other information.
outputs = llm.generate(prompts, sampling_params)
# Print the outputs.
for output in outputs:
prompt = output.prompt
generated_text = output.outputs[0].text
print(f"Prompt: {prompt!r}, Generated text: {generated_text!r}")