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Add release note for v0.11.0 (#4918)

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Add release note for v0.11.0. We'll release soon.

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

Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
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wangxiyuan
2025-12-16 17:31:45 +08:00
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docs/source/user_guide/release_notes.md
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# Release Notes
## v0.11.0 - 2025.12.16
We're excited to announce the release of v0.11.0 for vLLM Ascend. This is the official release for v0.11.0. Please follow the [official doc](https://vllm-ascend.readthedocs.io/en/v0.11.0-dev) to get started. We'll consider to release post version in the future if needed. This release note will only contain the important change and note from v0.11.0rc3.
### Highlights
- Improved the performance for deepseek 3/3.1. [#3995](https://github.com/vllm-project/vllm-ascend/pull/3995)
- Fixed the accuracy bug for qwen3-vl. [#4811](https://github.com/vllm-project/vllm-ascend/pull/4811)
- Improved the performance of sample. [#4153](https://github.com/vllm-project/vllm-ascend/pull/4153)
- Eagle3 is back now. [#4721](https://github.com/vllm-project/vllm-ascend/pull/4721)
### Other
- Improved the performance for kimi-k2. [#4555](https://github.com/vllm-project/vllm-ascend/pull/4555)
- Fixed a quantization bug for deepseek3.2-exp. [#4797](https://github.com/vllm-project/vllm-ascend/pull/4797)
- Fixed qwen3-vl-moe bug under high concurrency. [#4658](https://github.com/vllm-project/vllm-ascend/pull/4658)
- Fixed an accuracy bug for Prefill Decode disaggregation case. [#4437](https://github.com/vllm-project/vllm-ascend/pull/4437)
- Fixed some bugs for EPLB [#4576](https://github.com/vllm-project/vllm-ascend/pull/4576) [#4777](https://github.com/vllm-project/vllm-ascend/pull/4777)
- Fixed the version incompatibility issue for openEuler docker image. [#4745](https://github.com/vllm-project/vllm-ascend/pull/4745)
### Deprecation announcement
- LLMdatadist connector has been deprecated, it'll be removed in v0.12.0rc1
- Torchair graph has been deprecated, it'll be removed in v0.12.0rc1
- Ascend scheduler has been deprecated, it'll be removed in v0.12.0rc1
### Upgrade notice
- 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.
- CANN is upgraded to 8.3.rc2.
### Known Issues
- Qwen3-Next doesn't support expert parallel and MTP features in this release. And it'll be oom if the input is too long. We'll improve it in the next release
- Deepseek 3.2 only work with torchair graph mode in this release. We'll make it work with aclgraph mode in the next release.
- Qwen2-audio doesn't work by default. Temporary solution is to set `--gpu-memory-utilization` to a suitable value, such as 0.8.
- CPU bind feature doesn't work if more than one vLLM instance is running on the same node.
## v0.12.0rc1 - 2025.12.13