15 Commits

Author SHA1 Message Date
liuhy1213-cell
fb283b5820 [CI] Add nightly CI test cases for the GLM-5 (#7429)
### What this PR does / why we need it?
Add nightly CI test cases for the GLM-5
Add model download for the GLM-5

https://github.com/vllm-project/vllm-ascend/actions/runs/23286178651/job/67710409642#logs
- vLLM version: v0.17.0
- vLLM main:
b31e9326a7
---------
Signed-off-by: liuhaiyang27 <liuhaiyang27@huawei.com>
Signed-off-by: liuhy1213-cell <liuhy1213@gmail.com>
Co-authored-by: liuhaiyang27 <liuhaiyang27@huawei.com>
2026-03-23 19:14:19 +08:00
aipaes
0261d1b1c6 [CI] add glm4.7 weights download (#7395)
### What this PR does / why we need it?
Download GLM4.7 w8a8 weights for CI
### Does this PR introduce _any_ user-facing change?
no
### How was this patch tested?
through CI
- vLLM version: v0.17.0
- vLLM main:
4034c3d32e

Signed-off-by: zjks98 <zhangjiakang4@huawei.com>
Signed-off-by: aipaes <82140963+aipaes@users.noreply.github.com>
Co-authored-by: zjks98 <zhangjiakang4@huawei.com>
2026-03-19 16:43:15 +08:00
jiangmengyu18
305820f1a9 [Bugfix] fix bug about model type of qwen3_vl_8b_instruct_w8a8 (#7383)
### What this PR does / why we need it?
Adapt to the model type of Qwen3-VL-8B-Instruct-W8A8

- vLLM version: v0.17.0
- vLLM main:
4034c3d32e
---------
Signed-off-by: betta18 <jiangmengyu1@huawei.com>
Co-authored-by: betta18 <jiangmengyu1@huawei.com>
2026-03-18 20:30:03 +08:00
SparrowMu
fb8e22ec00 [DOC] MiniMax-M2.5 model intro (#7296)
### What this PR does / why we need it?
1. Add nightly test on MiniMax-M2.5 with deployment method on A3
2. Add MiniMax-M2.5 deployment introduction to vllm-ascend docs

- vLLM version: v0.17.0
- vLLM main:
4034c3d32e
---------
Signed-off-by: limuyuan <limuyuan3@huawei.com>
Signed-off-by: SparrowMu <52023119+SparrowMu@users.noreply.github.com>
Co-authored-by: limuyuan <limuyuan3@huawei.com>
2026-03-18 20:14:36 +08:00
LoganJane
2916601e6c [CI] add Kimi-K2.5 weights download (#7406)
### What this PR does / why we need it?
Add Kimi-K2.5 weights download.

- vLLM version: v0.17.0
- vLLM main:
4497431df6

Signed-off-by: LoganJane <loganJane73@hotmail.com>
2026-03-18 18:29:37 +08:00
zhaomingyu13
9320365dab [Test][Feature] Add e2e test for QuaRot model with eagle3 (#7128)
### What this PR does / why we need it?
Add an e2e test for QuaRot model with eagle3 that runs both the QuaRot
model and the float model, and then compares their acceptance rates. The
QuaRot model adapting eagle3 PR(#6914, #7038)

- vLLM version: v0.16.0
- vLLM main:
4034c3d32e

Signed-off-by: zhaomingyu <zhaomingyu13@h-partners.com>
2026-03-16 15:35:55 +08:00
pppeng
6ee7ffb98a Add Qwen3_5 to model list (#7130)
### What this PR does / why we need it?
The pr aims to add new models like Qwen3.5-35B-A3B/Qwen3.5-27B to model
list for testing.

- vLLM version: v0.16.0
- vLLM main:
4034c3d32e

Signed-off-by: pppeng <60355449+ppppeng@users.noreply.github.com>
2026-03-13 11:42:28 +08:00
Li Wang
881c38d210 [Misc] Download on both hk and guiyang region (#7129)
### What this PR does / why we need it?
Since the PVC files for Guiyang and Hong Kong are not shared, we need to
trigger the download of both regions simultaneously when downloading the
model to ensure that the models in all regions are synchronized.
### Does this PR introduce _any_ user-facing change?

### How was this patch tested?

- vLLM version: v0.16.0
- vLLM main:
4034c3d32e

Signed-off-by: wangli <wangli858794774@gmail.com>
2026-03-10 19:22:32 +08:00
jiangyunfan1
1eb07986bf [TEST]add a qwen3-30b acc case with mooncake mempool (#6244)
### What this PR does / why we need it?
This PR adds a case of qwen3-30b w8a8 with mooncake mempool, we need to
test it regual
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
by running the test
- vLLM version: v0.14.1
- vLLM main:
d68209402d

Signed-off-by: jiangyunfan1 <jiangyunfan1@h-partners.com>
2026-02-10 16:26:55 +08:00
LHXuuu
45a573cff1 [Quantization][Feature] Support compressed tensors moe w4a8 dynamic weight (#5889)
### What this PR does / why we need it?

While using the LLM Compressor quantization tool from the VLLM community
to generate quantized weights, the VLLM Ascend engine needs to be
adapted to support the compressed tensors quantization format.

1. Support Moe model W4A8 dynamic weight.

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

---------

Signed-off-by: LHXuuu <scut_xlh@163.com>
Signed-off-by: menogrey <1299267905@qq.com>
Co-authored-by: menogrey <1299267905@qq.com>
2026-02-02 16:39:32 +08:00
Song Zhixin
2b6dc100b5 Eagle3 mm support, enablement on qwen3vl (#4848)
### What this PR does / why we need it?
follow pr
[https://github.com/vllm-project/vllm/pull/20788](https://github.com/vllm-project/vllm/pull/20788)
, Eagle3 mm support, enablement on qwen3vl
target model
[Qwen/Qwen3-VL-8B-Instruct]([https://huggingface.co/Qwen/Qwen3-VL-8B-Instruct])
eagle3
[MNN/Qwen3-VL-8B-Instruct-Eagle3](https://www.modelscope.cn/models/MNN/Qwen3-VL-8B-Instruct-Eagle3)
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?

pytest ./tests/e2e/singlecard/test_completion_with_prompt_embeds.py -vv

vLLM with eagle3 :
```bash
vllm serve /model/Qwen3-VL-8B-Instruct   --enforce-eager   --port 9100    --max-model-len 32768   --max-num-seqs 32   --tensor-parallel-size 2   --allowed-local-media-path /model/gx/images  --speculative-config '{
    "method": "eagle3",
    "model": "/model/hf/Qwen3-VL-8B-Instruct-Eagle3",
    "num_speculative_tokens": 3
  }'
```
vLLM without eagle3 :
```bash
vllm serve /model/Qwen3-VL-8B-Instruct   --enforce-eager   --port 9100    --max-model-len 32768   --max-num-seqs 32   --tensor-parallel-size 2   --allowed-local-media-path /model/gx/images 
```

bench:
```
vllm bench serve   --backend openai-chat   --base-url http://127.0.0.1:9100   --tokenizer /model/Qwen3-VL-8B-Instruct   --endpoint /v1/chat/completions   --model /model/Qwen3-VL-8B-Instruct   --dataset-name random  --num-prompts 50   --max-concurrency 5   --temperature 0   --top-p 1.0   --seed 123
```

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

---------

Signed-off-by: jesse <szxfml@gmail.com>
2026-01-19 08:58:07 +08:00
LHXuuu
0415e694cd [Quantization] Support compressed tensors moe w8a8 int8 dynamic weight (#5718)
### What this PR does / why we need it?
While using the LLM Compressor quantization tool from the VLLM community
to generate quantized weights, the VLLM Ascend engine needs to be
adapted to support the compressed tensors quantization format.

1. Support Moe model W8A8 Int8 dynamic weight.
2. Specify W4A16 quantization configuration.

Co-authored-by: menogrey 1299267905@qq.com
Co-authored-by: kunpengW-code 1289706727@qq.com

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

- vLLM version: v0.13.0
- vLLM main:
2f4e6548ef

---------

Signed-off-by: LHXuuu <scut_xlh@163.com>
Signed-off-by: menogrey <1299267905@qq.com>
Signed-off-by: Wang Kunpeng <1289706727@qq.com>
Co-authored-by: menogrey <1299267905@qq.com>
Co-authored-by: Wang Kunpeng <1289706727@qq.com>
2026-01-14 09:17:26 +08:00
Li Wang
2a010a1f0e [CI] Show disk usage for CI shared volume (#5821)
### What this PR does / why we need it?
1. Remove some useless but too large models from the shared volume
2. Add a new step to show current usage


- vLLM version: v0.13.0
- vLLM main:
2f4e6548ef

---------

Signed-off-by: wangli <wangli858794774@gmail.com>
2026-01-12 22:56:23 +08:00
SILONG ZENG
1afbc01ed4 [misc]Add Kimi-K2 series to CI model list (#5656)
### What this PR does / why we need it?
Add the model to CI for subsequent addition of nightly test cases:
- moonshotai/Kimi-K2-Thinking
- vllm-ascend/Kimi-K2-Instruct-W8A8

### How was this patch tested?

- vLLM version: v0.13.0
- vLLM main:
2f4e6548ef

---------

Signed-off-by: MrZ20 <2609716663@qq.com>
Signed-off-by: wangli <wangli858794774@gmail.com>
Co-authored-by: wangli <wangli858794774@gmail.com>
2026-01-07 11:32:48 +08:00
Li Wang
1e6228d8cd [CI] Download models from ms (#5405)
### What this PR does / why we need it?
Add a new workflow to allow developers submit a pull_request downloading
new models for CI cache

- vLLM version: release/v0.13.0
- vLLM main:
254f6b9867

Signed-off-by: wangli <wangli858794774@gmail.com>
2026-01-05 19:59:13 +08:00