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6 changes: 4 additions & 2 deletions examples/offline_inference_with_prefix.py
Original file line number Diff line number Diff line change
Expand Up @@ -29,11 +29,13 @@
sampling_params = SamplingParams(temperature=0.0)

# Create an LLM.
regular_llm = LLM(model="facebook/opt-125m", gpu_memory_utilization=0.4)
regular_llm = LLM(model="facebook/opt-125m", gpu_memory_utilization=0.3)

# The second LLM needs to request a higher gpu_memory_utilization because
# the first LLM has already allocated a full 30% of the gpu memory.
prefix_cached_llm = LLM(model="facebook/opt-125m",
enable_prefix_caching=True,
gpu_memory_utilization=0.4)
gpu_memory_utilization=0.6)
print("Results without `enable_prefix_caching`")

# Generate texts from the prompts. The output is a list of RequestOutput objects
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