[CI] Add Async Eplb nightly CI tests by david6666666 · Pull Request #29385 · vllm-project/vllm

david6666666 · 2025-11-25T08:23:20Z

Purpose

#22179 comment Add Async Eplb nightly CI

DeepSeek V2-Lite Async EPLB Accuracy
Qwen3-Next-80B-A3B-Instruct MTP Async EPLB Accuracy

Test Plan

bash .buildkite/scripts/scheduled_integration_test/deepseek_v2_lite_ep_async_eplb.sh 0.25 1319 8030
bash .buildkite/scripts/scheduled_integration_test/qwen3_next_mtp_async_eplb.sh 0.8 1319 8040

Test Result

/tmp/vllm-scheduled/deepseek-ai_DeepSeek-V2-lite_deepep_high_throughput_async_eplb.json
{
  "accuracy": 0.3601213040181956,
  "invalid_rate": 0.006065200909780136,
  "latency": 85.7941705584526,
  "questions_per_second": 15.37400491681832,
  "total_output_tokens": 151616,
  "tokens_per_second": 1767.206314987359,
  "num_questions": 1319,
  "num_shots": 5,
  "max_tokens": 256,
  "timestamp": 1764056573.579663
}
/tmp/vllm-scheduled/deepseek-ai_DeepSeek-V2-lite_deepep_low_latency_async_eplb.json
{
  "accuracy": 0.3646702047005307,
  "invalid_rate": 0.006065200909780136,
  "latency": 73.81600442156196,
  "questions_per_second": 17.86875367118509,
  "total_output_tokens": 152375,
  "tokens_per_second": 2064.2542385495285,
  "num_questions": 1319,
  "num_shots": 5,
  "max_tokens": 256,
  "timestamp": 1764056759.8287513
}

/tmp/vllm-scheduled/Qwen__Qwe_3-Next-80B-A3B-I_struct_deepep_high_throughput.json
{
  "accuracy": 0.8658074298711145,
  "invalid_rate": 0.0,
  "latency": 132.54091829434037,
  "questions_per_second": 9.951643741224348,
  "total_output_tokens": 209727,
  "tokens_per_second": 1582.356623893676,
  "num_questions": 1319,
  "num_shots": 5,
  "max_tokens": 256,
  "timestamp": 1764058291.3716583
}
/tmp/vllm-scheduled/Qwen__Qwe_3-Next-80B-A3B-I_struct_deepep_low_latency.json
{
  "accuracy": 0.8605003790750568,
  "invalid_rate": 0.0,
  "latency": 132.2467623502016,
  "questions_per_second": 9.973779142563554,
  "total_output_tokens": 209355,
  "tokens_per_second": 1583.0633300920342,
  "num_questions": 1319,
  "num_shots": 5,
  "max_tokens": 256,
  "timestamp": 1764058529.979115
}

Essential Elements of an Effective PR Description Checklist

The purpose of the PR, such as "Fix some issue (link existing issues this PR will resolve)".
The test plan, such as providing test command.
The test results, such as pasting the results comparison before and after, or e2e results
(Optional) The necessary documentation update, such as updating supported_models.md and examples for a new model.
(Optional) Release notes update. If your change is user facing, please update the release notes draft in the Google Doc.

Signed-off-by: David Chen <530634352@qq.com>

gemini-code-assist

Code Review

This pull request introduces nightly CI tests for asynchronous EPLB for the DeepSeek-V2-Lite and Qwen3-Next models. The changes are well-structured, adding new test scripts and updating the Buildkite pipeline. However, I've identified a critical issue in the new test scripts: the use_async flag in the EPLB configuration is incorrectly passed as a string ("true") instead of a boolean (true). This will prevent the async feature from being enabled, meaning the tests would not cover the intended functionality. I've provided suggestions to correct this in the review comments.

gemini-code-assist · 2025-11-25T08:24:55Z

+    --data-parallel-size 2 \
+    --enable-expert-parallel \
+    --enable-eplb \
+    --eplb-config '{"window_size":200,"step_interval":600,"use_async":"true"}' \


The use_async parameter in the JSON for --eplb-config is specified as the string "true". For it to be correctly parsed as a boolean value by Pydantic, it should be the JSON boolean literal true (without quotes). With the current value, the async feature will not be enabled, which defeats the purpose of this test.

Suggested change

--eplb-config '{"window_size":200,"step_interval":600,"use_async":"true"}' \

--eplb-config '{"window_size":200,"step_interval":600,"use_async":true}' \

gemini-code-assist · 2025-11-25T08:24:55Z

+    --tensor-parallel-size 4 \
+    --enable-expert-parallel \
+    --enable-eplb \
+    --eplb-config '{"window_size":200,"step_interval":600,"use_async":"true"}' \


The use_async parameter in the JSON for --eplb-config is specified as the string "true". For it to be correctly parsed as a boolean value by Pydantic, it should be the JSON boolean literal true (without quotes). With the current value, the async feature will not be enabled, which defeats the purpose of this test.

Suggested change

--eplb-config '{"window_size":200,"step_interval":600,"use_async":"true"}' \

--eplb-config '{"window_size":200,"step_interval":600,"use_async":true}' \

david6666666 · 2025-11-25T08:28:28Z

@tlrmchlsmth @DarkLight1337 PTAL, thx

Signed-off-by: David Chen <530634352@qq.com>

david6666666 · 2025-11-28T01:08:54Z

Ci failed test_eagle_correctness is not related about this pr.
2 cases in this pr paased, @DarkLight1337 PTAL, thx

DarkLight1337 · 2025-11-28T16:36:55Z

Merging, sorry for the delay!

david6666666 · 2025-11-29T01:23:39Z

Merging, sorry for the delay!

Waiting to be merged

DarkLight1337 · 2025-11-29T02:30:29Z

I don't have permission to force-merge this PR, need to wait for @simon-mo @WoosukKwon @youkaichao

Signed-off-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>

david6666666 · 2025-12-02T06:33:18Z

@DarkLight1337 CI passed, PTAL, thx.

tlrmchlsmth

Thank you for adding the test!

tlrmchlsmth · 2025-12-03T02:06:33Z

    --data-parallel-size 2 \
    --enable-expert-parallel \
    --enable-eplb \
+    --eplb-config '{"window_size":200,"step_interval":600}' \


Nice catch, not sure the default step interval actually triggering eplb here

This reverts commit 7fe9c1a.

Signed-off-by: David Chen <530634352@qq.com> Signed-off-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com> Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk> Signed-off-by: Micah Williamson <micah.williamson@amd.com>

…llm-project#30431) Signed-off-by: Ubuntu <mjtaheri68@gmail.com>

Signed-off-by: David Chen <530634352@qq.com> Signed-off-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com> Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

…llm-project#30431)

This reverts commit 7bbd491.

Signed-off-by: David Chen <530634352@qq.com> Signed-off-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com> Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

…llm-project#30431)

This reverts commit 718ccbb.

Signed-off-by: David Chen <530634352@qq.com> Signed-off-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com> Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

…llm-project#30431)

david6666666 added 4 commits November 25, 2025 15:02

add async eplb nightly ci

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Signed-off-by: David Chen <530634352@qq.com>

add async eplb nightly ci

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Signed-off-by: David Chen <530634352@qq.com>

add async eplb nightly ci

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Signed-off-by: David Chen <530634352@qq.com>

add async eplb nightly ci

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add async eplb nightly ci

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Signed-off-by: David Chen <530634352@qq.com>

david6666666 changed the title ~~[CI] Add Async Eplb nightly CI~~ [CI] Add Async Eplb nightly CI tests Nov 25, 2025

add async eplb nightly ci

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Signed-off-by: David Chen <530634352@qq.com>

david6666666 mentioned this pull request Nov 27, 2025

[EPLB] Optimize EPLB with numpy #29499

Merged

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Merge branch 'main' into eplb_nightly_ci

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david6666666 added 2 commits December 2, 2025 10:57

Merge branch 'main' into eplb_nightly_ci

44a1ae7

Signed-off-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>

Merge branch 'main' into eplb_nightly_ci

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Signed-off-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>

Merge branch 'main' into eplb_nightly_ci

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DarkLight1337 enabled auto-merge (squash) December 2, 2025 07:32

Merge branch 'main' into eplb_nightly_ci

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tlrmchlsmth approved these changes Dec 3, 2025

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Merge branch 'main' into eplb_nightly_ci

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DarkLight1337 merged commit 7fe9c1a into vllm-project:main Dec 3, 2025
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Revert "[CI] Add Async Eplb nightly CI tests (#29385)"

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Revert "[CI] Add Async Eplb nightly CI tests" #30086

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Revert "[CI] Add Async Eplb nightly CI tests (#29385)" (#30431)

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[ROCm][CI] Add "Qwen3-Next-80B-A3B-Instruct MTP Async EPLB Accuracy Test" Back Into AMD CI #30590

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	--eplb-config '{"window_size":200,"step_interval":600,"use_async":"true"}' \
	--eplb-config '{"window_size":200,"step_interval":600,"use_async":true}' \

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