Commit Graph

93 Commits

Author SHA1 Message Date
wangxiyuan
a1f142b7ad Drop 0.11.0 support (#4377)
There is a lot hack code for v0.11.0, which makes the code hard to
upgrade to newer vLLM version. Since v0.11.0 will release soon. Let's
drop v0.11.0 support first. Then we'll upgrade to v0.11.2 soon.


- vLLM version: v0.11.0
- vLLM main:
2918c1b49c

Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2025-11-24 17:08:20 +08:00
jiangyunfan1
41ddb06554 [TEST]Update deepseek mtpx acc cases standard (#4321)
### What this PR does / why we need it?
This PR updates the acc standard for deepseek mtpx cases, according to
inner standard
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
By running the test

- vLLM version: v0.11.0
- vLLM main:
2918c1b49c

Signed-off-by: jiangyunfan1 <jiangyunfan1@h-partners.com>
2025-11-24 16:43:29 +08:00
Li Wang
91b6ba8ffe [CI] Fix kubernetes failed to resolve ip by dns name (#4240)
### What this PR does / why we need it?
While in the scenario where the pod has been started, but the
corresponding DNS service is not yet ready. If we immediately resolve
the DNS domain name at this time, an error will occur. see
https://github.com/vllm-project/vllm-ascend/actions/runs/19436639688/job/55609108796

- vLLM version: v0.11.0
- vLLM main:
2918c1b49c

---------

Signed-off-by: wangli <wangli858794774@gmail.com>
2025-11-19 14:38:13 +08:00
jiangyunfan1
9a1cfb48d4 [TEST]Update prefixcache perf threshold for qwen3-32b-int8 (#4220)
### What this PR does / why we need it?
This PR update the prefixcache threshold for qwen3-32b-int from 0.4 to
0.8, as the baseline has been improved.
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
By running the test
- vLLM version: v0.11.0
- vLLM main:
2918c1b49c

Signed-off-by: jiangyunfan1 <jiangyunfan1@h-partners.com>
2025-11-17 19:06:54 +08:00
zhangxinyuehfad
67f2b3a031 [Test] Add deepseek v3.2 exp nightly test (#4191)
### What this PR does / why we need it?

- skip the nightly image build when the github event is pull_request
- set imagepullpolicy as alway for multi_node test
- move multi_node tests ahead to have some resource clean first
- do not relevant nightly image build with nightly tests for tolerance

- vLLM version: v0.11.0
- vLLM main:
2918c1b49c

---------

Signed-off-by: hfadzxy <starmoon_zhang@163.com>
Signed-off-by: wangli <wangli858794774@gmail.com>
Co-authored-by: wangli <wangli858794774@gmail.com>
2025-11-14 15:46:10 +08:00
欧派果奶我还要
f90ed95578 [CI] Add multi-nodes EPLB configs of DeepSeek-R1-W8A8 & Qwen3-235B-W8A8 (#4144)
### What this PR does / why we need it?
add DeepSeek-R1-W8A8 and Qwen3-235B-W8A8 configs in multi-nodes and EPLB
scenario

### Does this PR introduce _any_ user-facing change?
no

- vLLM version: v0.11.0
- vLLM main:
83f478bb19

---------

Signed-off-by: 白永斌 <baiyongbin3@h-partners.com>
Co-authored-by: 白永斌 <baiyongbin3@h-partners.com>
2025-11-14 08:50:29 +08:00
Li Wang
7294f89e43 [CI] Add daily images build for nightly ci (#3989)
### What this PR does / why we need it?
Given the current excessively long build time of our nightly-ci, I
recommend installing necessary, confirmed versions of packages in the
Docker image to reduce the time required for integration testing.
Including Mooncake vllm with fixed tags, This is expected to reduce
nightly-ci duration by 2 hours.

- vLLM version: v0.11.0
- vLLM main:
2918c1b49c

---------

Signed-off-by: wangli <wangli858794774@gmail.com>
2025-11-13 20:10:12 +08:00
Li Wang
3ca11d5a7c [CI] Fix nightly-ci (#4159)
### What this PR does / why we need it?
Explicit specification `NUMEXPR_MAX_THREADS` to avoid `Error. nthreads
cannot be larger than environment variable "NUMEXPR_MAX_THREADS" (64)`

Signed-off-by: wangli <wangli858794774@gmail.com>
2025-11-12 22:06:49 +08:00
jiangyunfan1
0e6e08e939 [TEST]Update nightly cases and add mtpx (#4111)
### What this PR does / why we need it?
This PR updates some nightly test cases and adds mtpx cases, we need to
test them daily
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
By running the test

- vLLM version: v0.11.0
- vLLM main:
83f478bb19

---------

Signed-off-by: jiangyunfan1 <jiangyunfan1@h-partners.com>
2025-11-11 17:39:58 +08:00
wangxiyuan
f811a24bf0 Remove VLLM_USE_V1 (#4086)
Drop VLLM_USE_V1 usage.  This env has been removed from vLLM already.

- vLLM version: v0.11.0
- vLLM main:
83f478bb19

Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2025-11-11 15:43:39 +08:00
zhangxinyuehfad
b77b4f1abf [Test] Add nightly test for DeepSeek-V3.2-Exp (#3908)
### What this PR does / why we need it?
Add nightly test for DeepSeek-V3.2-Exp


### How was this patch tested?
test action:

https://github.com/vllm-project/vllm-ascend/actions/runs/19156153634/job/54757008557?pr=3908


- vLLM version: v0.11.0
- vLLM main:
83f478bb19

---------

Signed-off-by: hfadzxy <starmoon_zhang@163.com>
2025-11-11 10:29:57 +08:00
jiangyunfan1
c116524379 [TEST]Add qwen3-235b-w8a8 and qwen3-30b-w8a8 nightly test (#3973)
### What this PR does / why we need it?
This PR adds some qwen3-235b-w8a8 cases qwen3-30b-w8a8 cases, we need
test them daily
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
by running the test

- vLLM version: v0.11.0
- vLLM main:
83f478bb19

Signed-off-by: jiangyunfan1 <jiangyunfan1@h-partners.com>
2025-11-08 18:49:28 +08:00
offline893
f7ca3bc0fa [CI]Fix eplb ci. (#4052)
### What this PR does / why we need it?
This pr fixes ci on eplb

- vLLM version: v0.11.0
- vLLM main:
83f478bb19

---------

Signed-off-by: offline0806 <3337230449@qq.com>
Co-authored-by: offline0806 <3337230449@qq.com>
2025-11-07 23:53:35 +08:00
Li Wang
259eb25f88 [CI] Quick fix mooncake for nightly-ci (#4028)
### What this PR does / why we need it?
Since we have upgraded to CANN 8.3rc1, we will no longer use the
privately maintained Mooncake repository, but instead use the official
release released by Mooncake:
https://github.com/kvcache-ai/Mooncake/releases/tag/v0.3.7.post2 .

Next step: this is only a temporary solution. We will integrate mooncake
into the vllm-ascend base image later for easier use. see
https://github.com/vllm-project/vllm-ascend/pull/3989
### Does this PR introduce _any_ user-facing change?

### How was this patch tested?

- vLLM version: v0.11.0
- vLLM main:
83f478bb19

---------

Signed-off-by: wangli <wangli858794774@gmail.com>
2025-11-06 18:46:00 +08:00
jiangyunfan1
34b278a339 [TEST]Update nightly acc test standard (#4032)
### What this PR does / why we need it?
This PR updates the acc test standard for some cases, we need it to
better maintain acc

### Does this PR introduce _any_ user-facing change?
No

### How was this patch tested?
by running the test

- vLLM version: v0.11.0
- vLLM main:
83f478bb19

Signed-off-by: jiangyunfan1 <jiangyunfan1@h-partners.com>
2025-11-06 16:58:38 +08:00
jiangyunfan1
44b58b8665 [TEST]Add full graph for multimodal nightly tests (#3968)
### What this PR does / why we need it?
This PR adds full graph for multimodal nightly test, we need to maintain
this senario

### How was this patch tested?
by running the test
- vLLM version: v0.11.0
- vLLM main:
83f478bb19

Signed-off-by: jiangyunfan1 <jiangyunfan1@h-partners.com>
2025-11-04 16:47:48 +08:00
wangxiyuan
cc2cd42ad3 Upgrade CANN to 8.3.rc1 (#3945)
### What this PR does / why we need it?
This PR upgrade CANN from 8.2rc1 to 8.3rc1 and remove the CANN version
check logic.

TODO: we notice that UT runs failed with CANN 8.3 image. So the base
image for UT is still 8.2. We'll fix it later.


- vLLM version: v0.11.0
- vLLM main:
83f478bb19

Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2025-11-03 20:21:07 +08:00
Li Wang
8f222f21f1 [CI][Nightly] Fix mooncake build (#3958)
### What this PR does / why we need it?
Fix https://github.com/vllm-project/vllm-ascend/pull/3943

- vLLM version: v0.11.0
- vLLM main:
83f478bb19

---------

Signed-off-by: wangli <wangli858794774@gmail.com>
2025-11-03 20:07:47 +08:00
Li Wang
d0cc9c1203 [CI][Nightly] Correct the commit hash available for mooncake (#3943)
### What this PR does / why we need it?
Because the previous commit hash was accidentally deleted or
overwritten. This patch correct the commit hash available for
https://github.com/AscendTransport/Mooncake to make nightly ci happy
### Does this PR introduce _any_ user-facing change?

### How was this patch tested?

- vLLM version: v0.11.0
- vLLM main:
83f478bb19

Signed-off-by: wangli <wangli858794774@gmail.com>
2025-11-01 21:52:16 +08:00
Li Wang
eb0a2ee2d0 [CI] Optimize nightly CI (#3898)
### What this PR does / why we need it?
This patch mainly fix the the problem of not being able to determine the
exit status of the pod's entrypoint script and some other tiny
optimizations:
1. Shorten wait for server timeout
2. fix typo
3. fix the issue of ais_bench failing to correctly access the proxy URL
in a PD separation scenario.
### Does this PR introduce _any_ user-facing change?

### How was this patch tested?


- vLLM version: v0.11.0
- vLLM main:
83f478bb19

---------

Signed-off-by: wangli <wangli858794774@gmail.com>
2025-10-30 23:42:20 +08:00
jiangyunfan1
655a229455 [TEST]Add MALPO for aclgraph in nightly test (#3894)
### What this PR does / why we need it?
This PR adds MALPO for deepseek aclgraph, we need to test it nightly
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
By running the test

- vLLM version: v0.11.0
- vLLM main:
83f478bb19

---------

Signed-off-by: jiangyunfan1 <jiangyunfan1@h-partners.com>
2025-10-30 18:25:54 +08:00
offline893
14ca1e5cb2 [CI]Fix oom of deepseek-eplb nigtly test. (#3884)
### What this PR does / why we need it?
Fix oom of deepseek-eplb nigtly test

- vLLM version: v0.11.0rc3
- vLLM main:
83f478bb19

---------

Signed-off-by: offline0806 <3337230449@qq.com>
Co-authored-by: offline0806 <3337230449@qq.com>
2025-10-30 10:18:07 +08:00
offline893
5f176ca992 [CI]Fix eplb nightly tests. (#3863)
### What this PR does / why we need it?

Fix eplb nightly tests.
### Does this PR introduce _any_ user-facing change?

### How was this patch tested?


- vLLM version: v0.11.0rc3
- vLLM main:
83f478bb19

---------

Signed-off-by: offline0806 <3337230449@qq.com>
Co-authored-by: offline0806 <3337230449@qq.com>
2025-10-29 23:06:05 +08:00
Li Wang
4a2ab13743 [CI] Optimize nightly CI (#3858)
### What this PR does / why we need it?
This patch optimize nightly CI:
1. Bug fixes ais_bench get None repo_type error
2. Fix A2 install kubectl error with arm arch
3. Fix the multi_node CI unable to determine whether the job was
successful error
### Does this PR introduce _any_ user-facing change?

### How was this patch tested?


- vLLM version: v0.11.0rc3
- vLLM main:
83f478bb19

---------

Signed-off-by: wangli <wangli858794774@gmail.com>
2025-10-29 22:30:19 +08:00
jiangyunfan1
e56b0017a3 [TEST]Add aisbench log and A2 cases (#3841)
### What this PR does / why we need it?
This PR adds 2 more A2 caces which we need to test daily. It also
enhances the logging for aisbench test failures to improve issues
identification
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
By running the test

- vLLM version: v0.11.0rc3
- vLLM main:
https://github.com/vllm-project/vllm/commit/releases/v0.11.1

---------

Signed-off-by: jiangyunfan1 <jiangyunfan1@h-partners.com>
2025-10-28 23:33:15 +08:00
Li Wang
90ae114569 [CI] Fix nightly CI (#3821)
### What this PR does / why we need it?
This patch fix the nightly CI runs
[failure](https://github.com/vllm-project/vllm-ascend/actions/runs/18848144365)

### Does this PR introduce _any_ user-facing change?

### How was this patch tested?


- vLLM version: v0.11.0rc3
- vLLM main:
https://github.com/vllm-project/vllm/commit/releases/v0.11.1

---------

Signed-off-by: wangli <wangli858794774@gmail.com>
2025-10-28 20:40:03 +08:00
Li Wang
f846bd20e4 [CI] Add multi-node test case for a2 (#3805)
### What this PR does / why we need it?
This patch add multi-node test case for a2
### Does this PR introduce _any_ user-facing change?

### How was this patch tested?

- vLLM version: v0.11.0rc3
- vLLM main:
c9461e05a4

---------

Signed-off-by: wangli <wangli858794774@gmail.com>
2025-10-27 23:10:17 +08:00
jiangyunfan1
9030106a14 [TEST]Add 2P1D multi node cases for nightly test (#3764)
### What this PR does / why we need it?
This PR adds the 2P1D multi node func/acc/perf test cases, we need test
them daily
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
by running the test

- vLLM version: v0.11.0rc3
- vLLM main:
c9461e05a4

---------

Signed-off-by: jiangyunfan1 <jiangyunfan1@h-partners.com>
Signed-off-by: wangli <wangli858794774@gmail.com>
Co-authored-by: wangli <wangli858794774@gmail.com>
2025-10-27 23:09:15 +08:00
Li Wang
60ee4af6d0 [CI] Add custom op to nightly (#3765)
### What this PR does / why we need it?
1. Add custom op to nightly tests, fix
https://github.com/vllm-project/vllm-ascend/pull/3665
2. Correctly pass github secrets when using workflow_call, see
https://docs.github.com/en/actions/how-tos/reuse-automations/reuse-workflows
3. Fix the single node mutual cancellation issue

- vLLM version: v0.11.0rc3
- vLLM main:
c9461e05a4

---------

Signed-off-by: wangli <wangli858794774@gmail.com>
2025-10-27 14:07:03 +08:00
ck-hw-1018
7572939b94 add qwq testcase (#3757)
### What this PR does / why we need it?
This PR adds a qwq case for nightly test for qwen-qwq on A3 ,we need
test them daily

### Does this PR introduce _any_ user-facing change?
no

### How was this patch tested?
by running the test


- vLLM version: v0.11.0rc3
- vLLM main:
c9461e05a4

---------

Signed-off-by: ckhw <cuikai1@huawei.com>
2025-10-25 17:11:35 +08:00
Icey
d9cdc65854 Upgrade to new vllm commit (#3719)
### What this PR does / why we need it?
Upgrade to new vllm commit:
c9461e05a4

- Fix many imports, caused by
https://github.com/vllm-project/vllm/pull/26908
- Fix import ```sha256```, caused by
https://github.com/vllm-project/vllm/pull/27169
- Remove ```SchedulerConfig.send_delta_data```, caused by
https://github.com/vllm-project/vllm/pull/27142
- Fix ```FusedMoE``` because of dual stream execution, caused by
https://github.com/vllm-project/vllm/pull/26440

### Does this PR introduce _any_ user-facing change?
N/A

### How was this patch tested?
CI passed with new added/existing test.


- vLLM version: v0.11.0rc3
- vLLM main:
17c540a993

---------

Signed-off-by: MengqingCao <cmq0113@163.com>
Signed-off-by: Icey <1790571317@qq.com>
Co-authored-by: MengqingCao <cmq0113@163.com>
2025-10-25 15:36:32 +08:00
HuaJiaHeng
11f75883be [Test] add test for prefix cache feature of deepseek (#3733)
### What this PR does / why we need it?
This PR adds a prefix cache case for nightly test for
DeepSeek-r1-0528-W8A8 on A3, we need test them daily.

### Does this PR introduce _any_ user-facing change?
No

### How was this patch tested?
By running the test

- vLLM version: v0.11.0rc3
- vLLM main:
17c540a993

---------

Signed-off-by: root <root@hostname-2pbfv.foreman.pxe>
Co-authored-by: root <root@hostname-2pbfv.foreman.pxe>
2025-10-25 14:08:15 +08:00
Li Wang
7f73c28a24 [CI][Doc] Optimize multi-node CI (#3565)
### What this PR does / why we need it?
This pull request mainly do the following things:
1. Add a doc for multi-node CI, The main content is the mechanism
principle and how to contribute
2. Simplify the config yaml for more developer-friendly
3. Optimized the mooncake installation script to prevent accidental
failures during installation
4. Fix the workflow to ensure the kubernetes can be apply correctly
5. Add Qwen3-235B-W8A8 disaggregated_prefill test
6. Add GLM-4.5 multi dp test
7. Add 2p1d 4nodes disaggregated_prefill test
8. Refactor nightly tests
### Does this PR introduce _any_ user-facing change?

### How was this patch tested?


- vLLM version: v0.11.0rc3
- vLLM main:
17c540a993

---------

Signed-off-by: wangli <wangli858794774@gmail.com>
2025-10-25 09:23:47 +08:00
wangyu
d301c56d1a [TEST]Add initial multi modal cases of Qwen2.5-VL-32B-Instruct for nightly test (#3707)
### What this PR does / why we need it?
This PR adds the initial multi modal model for nightly test, including 2
cases for Qwen2.5-vl-32b acc/perf test on A3, we need test them daily.
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
by running the test

vLLM version: v0.11.0rc3
vLLM main: https://github.com/vllm-project/vllm/commit/v0.11.0

- vLLM version: v0.11.0rc3
- vLLM main: https://github.com/vllm-project/vllm/commit/v0.11.0

---------

Signed-off-by: wangyu31577 <wangyu31577@hundsun.com>
Co-authored-by: wangyu31577 <wangyu31577@hundsun.com>
2025-10-24 17:12:06 +08:00
jiangyunfan1
ec9ec78b53 [TEST]Add initial prefix cache case for nightly test (#3709)
### What this PR does / why we need it?
This PR adds the initial prefix cache case for nightly test for
Qwen3-32b-int8 on A3, we need test them daily.
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
By running the test

- vLLM version: v0.11.0rc3
- vLLM main: https://github.com/vllm-project/vllm/commit/v0.11.0

Signed-off-by: jiangyunfan1 <jiangyunfan1@h-partners.com>
2025-10-24 16:33:18 +08:00
HuaJiaHeng
062257f624 [Test] add a new Qwen3-32b-int8 test case with feature_stack3 (#3676)
### What this PR does / why we need it?
This PR add a new Qwen3-32b-int8 test case for nightly test. This test
case mainly test the performance and accuracy of Qwen3-32b-int8 with a
new feature.

### Does this PR introduce _any_ user-facing change?
No

### How was this patch tested?
By running the test.

- vLLM version: v0.11.0rc3
- vLLM main: https://github.com/vllm-project/vllm/commit/v0.11.0

---------

Signed-off-by: root <root@hostname-2pbfv.foreman.pxe>
Co-authored-by: root <root@hostname-2pbfv.foreman.pxe>
2025-10-23 20:43:14 +08:00
jiangyunfan1
9434f24ded [TEST]Add initial multi modal cases for nightly test and deepseek-r1 tests (#3631)
### What this PR does / why we need it?
This PR adds the initial multi modal model for nightly test, including 3
cases for Qwen2.5-vl-7b acc/perf test on A3, we need test them daily. It
also inclues 8 cases for deepseek-r1-0528-w8a8 func, acc and perf tests
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
by running the test


- vLLM version: v0.11.0rc3
- vLLM main: https://github.com/vllm-project/vllm/commit/v0.11.0

---------

Signed-off-by: jiangyunfan1 <jiangyunfan1@h-partners.com>
2025-10-23 17:18:49 +08:00
Li Wang
286ae9003d [CI] Multi-Node CI scalable (#3611)
### What this PR does / why we need it?
This PR adds a jinja template for the k8s configuration file, prepare
for the upcoming 4-node CI
### Does this PR introduce _any_ user-facing change?

### How was this patch tested?

- vLLM version: v0.11.0rc3
- vLLM main: https://github.com/vllm-project/vllm/commit/v0.11.0

---------

Signed-off-by: wangli <wangli858794774@gmail.com>
2025-10-22 14:18:43 +08:00
offline893
e916265b2b [CI]Add EPLB CI. (#3568)
### What this PR does / why we need it?
1.Add eplb ci to check the change of eplb feature.
2.Add param checking of eplb params. 
### Does this PR introduce _any_ user-facing change?

### How was this patch tested?
Qwen in A3.


- vLLM version: v0.11.0rc3
- vLLM main: https://github.com/vllm-project/vllm/commit/v0.11.0

---------

Signed-off-by: offline0806 <3337230449@qq.com>
Co-authored-by: offline0806 <3337230449@qq.com>
2025-10-21 22:58:02 +08:00
jiangyunfan1
80b8df881f [TEST] Add Qwen3-32b-w8a8 acc/perf A2/A3 test (#3541)
### What this PR does / why we need it?
This PR Qwen3-32b-w8a8 acc/perf 8 cases on A2 and A3, we need test them
daily.

### Does this PR introduce _any_ user-facing change?
No

### How was this patch tested?
by running the test


- vLLM version: v0.11.0rc3
- vLLM main: https://github.com/vllm-project/vllm/commit/v0.11.0

---------

Signed-off-by: jiangyunfan1 <jiangyunfan1@h-partners.com>
Signed-off-by: wangli <wangli858794774@gmail.com>
Signed-off-by: Yikun Jiang <yikunkero@gmail.com>
Signed-off-by: root <root@hostname-2pbfv.foreman.pxe>
Co-authored-by: wangli <wangli858794774@gmail.com>
Co-authored-by: Yikun Jiang <yikunkero@gmail.com>
2025-10-21 17:34:48 +08:00
jiangyunfan1
9e59fc1510 [TEST] Add initial aisbench support and Qwen3 32B acc/perf test (#3474)
### What this PR does / why we need it?
This PR adds the first aisbench case for nightly test, it lays a
foundation for following performance and accuracy tests in nightly test.

### Does this PR introduce _any_ user-facing change?
No

### How was this patch tested?
By running the test

- vLLM version: v0.11.0rc3
- vLLM main: https://github.com/vllm-project/vllm/commit/v0.11.0

Signed-off-by: Yikun Jiang <yikunkero@gmail.com>
Co-authored-by: jiangyunfan1 <jiangyunfan1@h-partners.com>
2025-10-20 09:33:17 +08:00
Li Wang
4c4a8458a5 [CI] Refator multi-node CI (#3487)
### What this PR does / why we need it?
Refactor the multi-machine CI use case. The purpose of this PR is to
increase the ease of adding multi-machine CI use cases, allowing
developers to add multi-machine cluster model testing use cases
(including PD separation) by simply adding a new YAML configuration
file.
### Does this PR introduce _any_ user-facing change?

### How was this patch tested?

- vLLM version: v0.11.0rc3
- vLLM main: https://github.com/vllm-project/vllm/commit/v0.11.0

---------

Signed-off-by: wangli <wangli858794774@gmail.com>
2025-10-17 09:04:31 +08:00
jiangyunfan1
d05d29ff0e Enable nightly test and add qwen3 32b test case (#3370)
### What this PR does / why we need it?
This PR adds a nightly test case for qwen3_32b bf16
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
by running the case

- vLLM version: v0.11.0rc3
- vLLM main: https://github.com/vllm-project/vllm/commit/v0.11.0

---------

Signed-off-by: jiangyunfan1 <jiangyunfan1@h-partners.com>
Signed-off-by: wangli <wangli858794774@gmail.com>
Signed-off-by: Yikun Jiang <yikunkero@gmail.com>
Co-authored-by: wangli <wangli858794774@gmail.com>
Co-authored-by: Yikun Jiang <yikunkero@gmail.com>
2025-10-12 15:46:28 +08:00