15 Commits

Author SHA1 Message Date
Zetong Li
a253235a59 [Doc] Add note for unsupported PCP + FULL (#7559)
### What this PR does / why we need it?
This PR aims to add note in doc that FULL mode is not supported in PCP
scenario.

Signed-off-by: Zetong Li <slippersss@126.com>
2026-03-23 17:34:51 +08:00
Cao Yi
6de207de88 [main][Docs] Fix typos across documentation (#6728)
## Summary

Fix typos and improve grammar consistency across 50 documentation files.
 
### Changes include:
- Spelling corrections (e.g., "Facotory" → "Factory", "certainty" →
"determinism")
- Grammar improvements (e.g., "multi-thread" → "multi-threaded",
"re-routed" → "re-run")
- Punctuation fixes (semicolon consistency in filter parameters)
- Code style fixes (correct flag name `--num-prompts` instead of
`--num-prompt`)
- Capitalization consistency (e.g., "python" → "Python", "ascend" →
"Ascend")
- vLLM version: v0.15.0
- vLLM main:
9562912cea

---------

Signed-off-by: SlightwindSec <slightwindsec@gmail.com>
2026-02-13 15:50:05 +08:00
Magnus
5b129cf0a1 [1/N][Feat] Xlite Qwen3 MoE Support (#5951)
### What this PR does / why we need it?
This patch adds support for the Qwen3-MoE model in Xlite. For more
details about Xlite, please refer to the following
link:https://atomgit.com/openeuler/GVirt/blob/master/xlite/README.md.

Qwen3-MoE TODO List:
- [ ] Qwen3-235B-A22B support
- [ ] Qwen3-MoE weights NZ support
- [ ] Qwen3-MoE data parallel support

## Qwen3-30B-A3B-Instruct-2507 910B3(A2) Online Inference Performance
Comparison
- aclgraph: main(69b170b8b5)
- xlite-full: main + xlite-full
- xlite-decode-only: main + xlite-decode-only
- diff1: Performance comparison between xlite-full and aclgraph
- diff2: Performance comparison between xlite-decode-only and aclgraph

| maxconcurrency | item | TTFT(ms) | | TPOT(ms) | | QPS (req/s) |
OutputSpeed (token/s) |
| --- | --- | --- | --- | --- | --- | --- | --- |
|  |  | Avg | P99 | Avg | P99 |  |  |
| 1 | baseline-aclgraph | 205.07 | 287.29 | 12.34 | 12.65 | 0.14 | 78.81
|
| 1 | xlite-full | 66.40 | 113.69 | 11.71 | 12.40 | 0.15 | 84.73 |
| 1 | xlite-decode-only | 221.15 | 316.40 | 12.16 | 12.91 | 0.14 | 79.70
|
| 1 | diff1 | -67.62% | -60.43% | -5.11% | -1.98% | 7.14% | 7.51% |
| 1 | diff2 | 7.84% | 10.13% | -1.46% | 2.06% | 0.00% | 1.13% |
|  |  |  |  |  |  |  |  |
| 16 | baseline-aclgraph | 1892.16 | 13916.86 | 22.78 | 39.28 | 1.15 |
589.89 |
| 16 | xlite-full | 1355.40 | 8907.45 | 15.96 | 25.15 | 1.65 | 850.21 |
| 16 | xlite-decode-only | 1519.42 | 8711.64 | 19.23 | 29.73 | 1.38 |
711.60 |
| 16 | diff1 | -28.37% | -36.00% | -29.94% | -35.97% | 43.48% | 44.13% |
| 16 | diff2 | -19.70% | -37.40% | -15.58% | -24.31% | 20.00% | 20.63% |
|  |  |  |  |  |  |  |  |
| 32 | baseline-aclgraph | 673.80 | 3914.90 | 32.20 | 37.95 | 1.80 |
928.54 |
| 32 | xlite-full | 481.65 | 2710.50 | 19.95 | 25.35 | 2.91 | 1506.67 |
| 32 | xlite-decode-only | 372.22 | 1095.25 | 25.19 | 28.47 | 2.33 |
1202.82 |
| 32 | diff1 | -28.52% | -30.76% | -38.04% | -33.20% | 61.67% | 62.26% |
| 32 | diff2 | -44.76% | -72.02% | -21.77% | -24.98% | 29.44% | 29.54% |
|  |  |  |  |  |  |  |  |
| 48 | baseline-aclgraph | 583.18 | 3277.65 | 41.02 | 46.05 | 2.17 |
1115.08 |
| 48 | xlite-full | 973.42 | 8237.33 | 23.29 | 30.50 | 3.71 | 1908.09 |
| 48 | xlite-decode-only | 480.79 | 2026.98 | 31.48 | 35.41 | 2.83 |
1453.75 |
| 48 | diff1 | 66.92% | 151.32% | -43.22% | -33.77% | 70.97% | 71.12% |
| 48 | diff2 | -17.56% | -38.16% | -23.26% | -23.11% | 30.41% | 30.37% |
|  |  |  |  |  |  |  |  |
| 64 | baseline-aclgraph | 742.74 | 5953.39 | 47.79 | 53.15 | 2.48 |
1272.37 |
| 64 | xlite-full | 545.22 | 3941.34 | 25.09 | 30.41 | 4.64 | 2376.44 |
| 64 | xlite-decode-only | 752.40 | 4534.29 | 38.67 | 43.28 | 3.06 |
1567.94 |
| 64 | diff1 | -26.59% | -33.80% | -47.50% | -42.78% | 87.10% | 86.77% |
| 64 | diff2 | 1.30% | -23.84% | -19.08% | -18.57% | 23.39% | 23.23% |
|  |  |  |  |  |  |  |  |
| 100 | baseline-aclgraph | 565.52 | 1716.81 | 60.89 | 68.69 | 3.08 |
1580.64 |
| 100 | xlite-full | 398.14 | 2328.88 | 30.70 | 32.45 | 6.01 | 3086.42 |
| 100 | xlite-decode-only | 712.53 | 4875.94 | 52.71 | 60.78 | 3.53 |
1813.58 |
| 100 | diff1 | -29.60% | 35.65% | -49.58% | -52.76% | 95.13% | 95.26% |
| 100 | diff2 | 26.00% | 184.01% | -13.43% | -11.52% | 14.61% | 14.74% |
|  |  |  |  |  |  |  |  |
| 150 | baseline-aclgraph | 842.42 | 5175.01 | 73.60 | 88.18 | 3.80 |
1952.26 |
| 150 | xlite-full | 568.52 | 4204.33 | 37.90 | 40.01 | 7.27 | 3734.72 |
| 150 | xlite-decode-only | 654.43 | 2504.06 | 67.40 | 77.00 | 4.18 |
2145.11 |
| 150 | diff1 | -32.51% | -18.76% | -48.51% | -54.63% | 91.32% | 91.30%
|
| 150 | diff2 | -22.32% | -51.61% | -8.42% | -12.68% | 10.00% | 9.88% |
|  |  |  |  |  |  |  |  |
| 200 | baseline-aclgraph | 750.63 | 3049.91 | 88.26 | 101.95 | 4.28 |
2189.72 |
| 200 | xlite-full | 558.48 | 3791.98 | 45.54 | 49.04 | 8.17 | 4175.52 |
| 200 | xlite-decode-only | 807.09 | 4254.95 | 85.18 | 101.79 | 4.44 |
2271.52 |
| 200 | diff1 | -25.60% | 24.33% | -48.40% | -51.90% | 90.89% | 90.69% |
| 200 | diff2 | 7.52% | 39.51% | -3.49% | -0.16% | 3.74% | 3.74% |
|  |  |  |  |  |  |  |  |

### How was this patch tested?

- vLLM version: v0.13.0
- vLLM main:
2c24bc6996

---------

Signed-off-by: changdawei1 <changdawei3@huawei.com>
Co-authored-by: LVYANGGUO <275926687@qq.com>
Co-authored-by: lulina <lina.lulina@huawei.com>
2026-01-21 09:26:03 +08:00
SILONG ZENG
4811ba62e0 [Lint]Style: reformat markdown files via markdownlint (#5884)
### What this PR does / why we need it?
reformat markdown files via markdownlint

- vLLM version: v0.13.0
- vLLM main:
bde38c11df

---------

Signed-off-by: root <root@LAPTOP-VQKDDVMG.localdomain>
Signed-off-by: MrZ20 <2609716663@qq.com>
Co-authored-by: root <root@LAPTOP-VQKDDVMG.localdomain>
2026-01-15 09:06:01 +08:00
lvjunqi
55beac9c91 [Feat]Xlite Qwen3-vl Support (#5228)
### What this PR does / why we need it?
This patch adds support for the Qwen3-VL model in Xlite. For more
details about Xlite, please refer to the following
link:https://atomgit.com/openeuler/GVirt/blob/master/xlite/README.md.
The latest performance comparison data between xlite and the default
aclgraph mode is as follows:

### Does this PR introduce _any_ user-facing change?
XLite graph mode supports the Qwen3-VL model.

### How was this patch tested?
vLLM version: v0.12.0 

- vLLM version: release/v0.13.0
- vLLM main:
ad32e3e19c

Signed-off-by: lvjunqi <lvjunqi1@huawei.com>
Co-authored-by: lvjunqi <lvjunqi1@huawei.com>
2025-12-22 16:30:52 +08:00
wangxiyuan
835b4c8f1d Drop torchair (#4814)
aclgraph is stable and fast now. Let's drop torchair graph mode now.

TODO: some logic to adapt torchair should be cleaned up as well. We'll
do it in the following PR.

- vLLM version: v0.12.0
- vLLM main:
ad32e3e19c

Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: Mengqing Cao <cmq0113@163.com>
2025-12-10 09:20:40 +08:00
LuLina
2be0fe2691 [Feat] Add Euler xlite graph wrapper support (#4526)
### What this PR does / why we need it?
This patch adds support for the xlite graph wrapper to vllm_ascend.
Xlite provides operator implementations of the transformer network on
Ascend hardware. For details about xlite, please refer to the following
link: https://gitee.com/openeuler/GVirt/blob/master/xlite/README.md
The latest performance comparison data between xlite and the default
aclgraph mode is as follows:

## Qwen3 32B TPS 910B3(A2) Online Inference Performance Comparison
- aclgraph: main(c4a71fc6) 
- xlite-full: main(c4a71fc6) + xlite-full
- xlite-decode-only: main(c4a71fc6) + xlite-decode-only
- diff1: Performance comparison between xlite-full and aclgraph
- diff2: Performance comparison between xlite-decode-only and aclgraph


### Does this PR introduce _any_ user-facing change?
Enable the xlite graph mode by setting xlite_graph_config:
--additional-config='{"xlite_graph_config": {"enabled": true}}' #
Enabled for decode only
--additional-config='{"xlite_graph_config": {"enabled": true,
"full_mode": true}}' # Enabled for prefill and decode

- vLLM version: v0.12.0
- vLLM main:
ad32e3e19c

---------

Signed-off-by: lulina <lina.lulina@huawei.com>
Co-authored-by: wangxiyuan <wangxiyuan1007@gmail.com>
2025-12-08 08:27:46 +08:00
wangxiyuan
cb33b09179 [Doc]clean up ascend scheduler config from doc (#4612)
clean up ascend scheduler config from doc

- vLLM version: v0.11.2

Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2025-12-02 14:22:56 +08:00
Mengqing Cao
517fd9272d Revert "drop ascend scheduler" (#4580)
Reverts vllm-project/vllm-ascend#4498
- vLLM version: v0.11.2
- vLLM main: https://github.com/vllm-project/vllm/commit/v0.11.2
2025-11-29 22:20:48 +08:00
wangxiyuan
f10acddb78 drop ascend scheduler (#4498)
Ascend scheduler was added for non chunk prefill case before, since that
the npu ops didn't work well with chunked prefill.

Now the ops with chunked prefill work better, it's time to remove the
ascend scheduler to use vLLM default scheduler.

- vLLM version: v0.11.2

---------

Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2025-11-29 16:18:34 +08:00
lilinsiman
adee9dd3b1 [Info][main] Correct the mistake in information documents (#4157)
### What this PR does / why we need it?
Correct the mistake in information documents

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

### How was this patch tested?
ut

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

---------

Signed-off-by: lilinsiman <lilinsiman@gmail.com>
2025-11-13 15:53:58 +08:00
lilinsiman
a3ff765c65 [Info][main] Corrected the errors in the information (#4055)
### What this PR does / why we need it?
Corrected the errors in the information

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

### How was this patch tested?
ut

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

Signed-off-by: lilinsiman <lilinsiman@gmail.com>
2025-11-08 18:48:59 +08:00
zhangxinyuehfad
789ba4c5c2 [Doc] Update doc (#3836)
### What this PR does / why we need it?

Update doc

### 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: hfadzxy <starmoon_zhang@163.com>
2025-10-29 11:03:39 +08:00
wangxiyuan
b5b7e0ecc7 [Doc] Add qwen3 embedding 8b guide (#1734)
1. Add the tutorials for qwen3-embedding-8b
2. Remove VLLM_USE_V1=1  in docs, it's useless any more from 0.9.2


- vLLM version: v0.9.2
- vLLM main:
5923ab9524

Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2025-07-11 17:40:17 +08:00
wangxiyuan
3d1e6a5929 [Doc] Update user doc index (#1581)
Add user doc index to make the user guide more clear
- vLLM version: v0.9.1
- vLLM main:
49e8c7ea25

Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2025-07-10 14:26:59 +08:00