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ModelZoo
MiniCPM_pytorch
Commits
fe680fcb
Commit
fe680fcb
authored
Sep 24, 2024
by
dcuai
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Add infer_vllm.py
parent
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fe680fcb
from
vllm
import
LLM
,
SamplingParams
if
__name__
==
'__main__'
:
# Sample prompts.
prompts
=
[
"I believe the meaning of life is"
,
]
# Create a sampling params object.
sampling_params
=
SamplingParams
(
temperature
=
0
,
top_p
=
0.95
,
max_tokens
=
24
)
# Create an LLM.
llm
=
LLM
(
model
=
"checkpoint/miniCPM-bf16"
,
trust_remote_code
=
True
,
dtype
=
"float16"
,
enforce_eager
=
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
}
"
)
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