1from vllm import LLM, SamplingParams
2
3# Sample prompts.
4prompts = [
5 "Hello, my name is",
6 "The president of the United States is",
7 "The capital of France is",
8 "The future of AI is",
9]
10# Create a sampling params object.
11sampling_params = SamplingParams(temperature=0.8, top_p=0.95)
12
13# Create an LLM.
14llm = LLM(model="snowflake/snowflake-arctic-instruct",
15 quantization="deepspeedfp",
16 tensor_parallel_size=8,
17 trust_remote_code=True)
18# Generate texts from the prompts. The output is a list of RequestOutput objects
19# that contain the prompt, generated text, and other information.
20
21outputs = llm.generate(prompts, sampling_params)
22# Print the outputs.
23for output in outputs:
24 prompt = output.prompt
25 generated_text = output.outputs[0].text
26 print(f"Prompt: {prompt!r}, Generated text: {generated_text!r}")
