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[main][Feature] Support deepseek w4a8 quantization

module:quantization

module:tests

Status: Open (in progress).

vllm-project/vllm-ascendnumber 2172

#2172 In vllm-project/vllm-ascend;

· kunpengW-code opened on Aug 1, 2025

Add qwen-vl model and sampling feature UT for 310I series

e2e-310p-test

module:tests

ready-for-teststart test by label for PRstart test by label for PR

Status: Open (in progress).

vllm-project/vllm-ascendnumber 2168

#2168 In vllm-project/vllm-ascend;

· leo-pony opened on Aug 1, 2025

feat: add mtp ut case

module:tests

Status: Open (in progress).

vllm-project/vllm-ascendnumber 2166

#2166 In vllm-project/vllm-ascend;

· ZhaoJiangJiang opened on Aug 1, 2025

Fix accuracy test config --config-list-file

accuracy-testenable all accuracy test for PRenable all accuracy test for PR

module:tests

ready-for-teststart test by label for PRstart test by label for PR

Status: Open (in progress).

vllm-project/vllm-ascendnumber 2163

#2163 In vllm-project/vllm-ascend;

· wxsIcey opened on Aug 1, 2025

[main][Bugfix] Fix unable to load qwen3_moe quantized weights

module:tests

Status: Open (in progress).

vllm-project/vllm-ascendnumber 2161

#2161 In vllm-project/vllm-ascend;

· zhoux77899 opened on Aug 1, 2025

ut: add example and e2e test for sleepmode in external_launcher

module:tests

Status: Open (in progress).

vllm-project/vllm-ascendnumber 2152

#2152 In vllm-project/vllm-ascend;

· loukong33 opened on Jul 31, 2025

[Perf][MTP] Optimize reject sampler in greedy situation.

module:tests

Status: Open (in progress).

vllm-project/vllm-ascendnumber 2137

#2137 In vllm-project/vllm-ascend;

· whx-sjtu opened on Jul 31, 2025

Add ut for envs.py

module:tests

Status: Open (in progress).

vllm-project/vllm-ascendnumber 2131

#2131 In vllm-project/vllm-ascend;

· YuanCheng-coder opened on Jul 31, 2025

[Feat] Implement Full Graph on main branch

module:core

module:tests

Status: Open (in progress).

vllm-project/vllm-ascendnumber 2128

#2128 In vllm-project/vllm-ascend;

· yiz-liu opened on Jul 31, 2025

[core] Support capture custom ops into aclgraph

module:tests

Status: Open (in progress).

vllm-project/vllm-ascendnumber 2113

#2113 In vllm-project/vllm-ascend;

· ganyi1996ppo opened on Jul 30, 2025

[WIP][main][Prefill Perf] Parallel Strategy Optimizations

module:core

module:ops

module:quantization

module:tests

Status: Open (in progress).

vllm-project/vllm-ascendnumber 2110

#2110 In vllm-project/vllm-ascend;

· SlightwindSec opened on Jul 30, 2025

Test qwen2 npu

module:core

module:ops

module:tests

Status: Open (in progress).

vllm-project/vllm-ascendnumber 2098

#2098 In vllm-project/vllm-ascend;

· NicholasTao opened on Jul 30, 2025