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[ci][test] exclude model download time in server start time #7834

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youkaichao
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👋 Hi! Thank you for contributing to the vLLM project.
Just a reminder: PRs would not trigger full CI run by default. Instead, it would only run fastcheck CI which consists a small and essential subset of CI tests to quickly catch errors. You can run other CI tests on top of default ones by unblocking the steps in your fast-check build on Buildkite UI.

Once the PR is approved and ready to go, please make sure to run full CI as it is required to merge (or just use auto-merge).

To run full CI, you can do one of these:

  • Comment /ready on the PR
  • Add ready label to the PR
  • Enable auto-merge.

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@youkaichao youkaichao merged commit ea9fa16 into vllm-project:main Aug 24, 2024
18 of 21 checks passed
@youkaichao youkaichao deleted the fix_download_in_server_start branch August 24, 2024 08:03
@DarkLight1337
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We should have ran entrypoints-tests before merging this. Since the model name is changed, test cases that check the model name now fail.

if not model.startswith("/"):
# download the model if it's not a local path
# to exclude the model download time from the server start time
model = snapshot_download(model)
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snapshot_download can download many more files than we need for inference, such as duplicate .pt files when we prefer to use safetensors. We should try to use a common function with how vLLM usually pulls down files for models

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can you come up with a fix for it?

I don't know if safetensors would be enough. but we can have atry.

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Basically I am proposing using DefaultModelLoader._prepare_weights

def _prepare_weights(self, model_name_or_path: str,

I can make a PR for this later today

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please go ahead, I do see more files are downloaded in https://buildkite.com/vllm/fastcheck/builds/3094#01918525-98da-4596-8d31-f4e2c1172455

Alvant pushed a commit to compressa-ai/vllm that referenced this pull request Oct 26, 2024
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3 participants