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[Doc] add release note for v0.11.0rc3 (#4646)

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Add release note for 0.11.0rc3. We'll release it today.

- vLLM version: 86e178f7c4d8c3b0eaf3c8e3f810a83f63b90e24
- vLLM main:
86e178f7c4

Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
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wangxiyuan
2025-12-03 11:49:44 +08:00
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docs/source/user_guide/release_notes.md
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# Release Notes
## v0.11.0rc2 - 2025.12.03
This is the third release candidate of v0.11.0 for vLLM Ascend. For quality reasons, we released a new rc before the official release. Thanks for all your feedback. Please follow the [official doc](https://vllm-ascend.readthedocs.io/en/v0.11.0-dev) to get started.
### Highlights
- torch-npu is upgraded to 2.7.1.post1. Please note that the package is pushed to [pypi mirror](https://mirrors.huaweicloud.com/ascend/repos/pypi/torch-npu/). So it's hard to add it to auto dependence. Please install it by yourself.
- Disable NZ weight loader to speed up dense model. Please note that this is a temporary solution. If you find the performance becomes bad, please let us know. We'll keep improving it. [#4495](https://github.com/vllm-project/vllm-ascend/pull/4495)
- mooncake is installed in official docker image now. You can use it directly in container now. [#4506](https://github.com/vllm-project/vllm-ascend/pull/4506)
### Other
- Fix an OOM issue for moe models. [#4367](https://github.com/vllm-project/vllm-ascend/pull/4367)
- Fix hang issue of multimodal model when running with DP>1 [#4393](https://github.com/vllm-project/vllm-ascend/pull/4393)
- Fix some bugs for EPLB [#4416](https://github.com/vllm-project/vllm-ascend/pull/4416)
- Fix bug for mtp>1 + lm_head_tp>1 case [#4360](https://github.com/vllm-project/vllm-ascend/pull/4360)
- Fix a accuracy issue when running vLLM serve for long time. [#4117](https://github.com/vllm-project/vllm-ascend/pull/4117)
- Fix a function bug when running qwen2.5 vl under high concurrency. [#4553](https://github.com/vllm-project/vllm-ascend/pull/4553)
## v0.11.0rc2 - 2025.11.21
This is the second release candidate of v0.11.0 for vLLM Ascend. In this release, we solved many bugs to improve the quality. Thanks for all your feedback. We'll keep working on bug fix and performance improvement. The v0.11.0 official release will come soon. Please follow the [official doc](https://vllm-ascend.readthedocs.io/en/v0.11.0-dev) to get started.