v2.11.0

# What's new in 2.11.0 (2026-06-19)
These are the changes in inference v2.11.0.
## New features
* feat: new UI part 3 by @maoyuehui in https://github.com/xorbitsai/inference/pull/5011
* feat: add MiniCPM5-1B model support by @xiaoyesoso in https://github.com/xorbitsai/inference/pull/5010
* feat(ui): add change password for local users in user management by @m199369309 in https://github.com/xorbitsai/inference/pull/5014
* feat: add jina-embeddings-v5 series support by @xiaoyesoso in https://github.com/xorbitsai/inference/pull/5018
* feat: add Gradio test page for embedding models by @xiaoyesoso in https://github.com/xorbitsai/inference/pull/5022
* feat: add MiniCPM-V-4.6 series support by @xiaoyesoso in https://github.com/xorbitsai/inference/pull/5025
* feat: add Tencent Hy-MT2 series support by @xiaoyesoso in https://github.com/xorbitsai/inference/pull/5029
* feat(vllm): support glm5 tool parser by @llyycchhee in https://github.com/xorbitsai/inference/pull/5019
* feat(core): add model loading state machine to prevent routing to loading models by @m199369309 in https://github.com/xorbitsai/inference/pull/5032
* feat(audio): add VoxCPM2 model support by @bluefish-08 in https://github.com/xorbitsai/inference/pull/5045
* feat: new UI part 4 by @maoyuehui in https://github.com/xorbitsai/inference/pull/5040
* FEAT: [model] PaddleOCR-VL-1.6 support by @llyycchhee in https://github.com/xorbitsai/inference/pull/5033
* feat: add random serving benchmark workload by @qinxuye in https://github.com/xorbitsai/inference/pull/5036
* feat: new UI part 5 by @maoyuehui in https://github.com/xorbitsai/inference/pull/5053
## Enhancements
* ENH: update models JSON [llm] by @XprobeBot in https://github.com/xorbitsai/inference/pull/5017
* ENH: update models JSON [embedding] by @XprobeBot in https://github.com/xorbitsai/inference/pull/5020
* ENH: update models JSON [llm] by @XprobeBot in https://github.com/xorbitsai/inference/pull/5026
* ENH: update models JSON [llm] by @XprobeBot in https://github.com/xorbitsai/inference/pull/5034
* ENH: update models JSON [llm] by @XprobeBot in https://github.com/xorbitsai/inference/pull/5038
* ENH: update models JSON [audio] by @XprobeBot in https://github.com/xorbitsai/inference/pull/5050
* bld: Replace self-hosted runner with GitHub hosted runner and update actions by @qinrui777 in https://github.com/xorbitsai/inference/pull/5000
## Bug fixes
* fix(supervisor): self-heal worker registry after supervisor restart by @m199369309 in https://github.com/xorbitsai/inference/pull/4998
* fix(metrics): drop stale series and add unexpected termination gauge by @m199369309 in https://github.com/xorbitsai/inference/pull/4999
* fix(worker): ensure subpool monitor starts after append_sub_pool by @m199369309 in https://github.com/xorbitsai/inference/pull/5004
* fix(model_registration):add flexible type by @llyycchhee in https://github.com/xorbitsai/inference/pull/5007
* fix(model): use os._exit for OOM to trigger pool recovery by @m199369309 in https://github.com/xorbitsai/inference/pull/5005
* fix(venv): add sentence_transformers dependence by @llyycchhee in https://github.com/xorbitsai/inference/pull/5009
* fix(supervisor): evict dead replica from round-robin when auto-recover exhausted by @m199369309 in https://github.com/xorbitsai/inference/pull/5006
* fix(worker): pop launch_ts in recover_model to avoid strict-constructor crashes by @m199369309 in https://github.com/xorbitsai/inference/pull/5012
* fix(deploy): fix dockerfile.cpu kernels version by @llyycchhee in https://github.com/xorbitsai/inference/pull/5013
* fix(logs): fix empty node filter dropdown and redesign toolbar layout by @m199369309 in https://github.com/xorbitsai/inference/pull/5015
* fix(monitor): correct alert rule labels/expressions and add 4 new rules by @m199369309 in https://github.com/xorbitsai/inference/pull/5016
* fix: pin FastAPI below 0.137 for metrics middleware by @qinxuye in https://github.com/xorbitsai/inference/pull/5042
* fix(core): sync model_serve_count gauge on stream request completion by @m199369309 in https://github.com/xorbitsai/inference/pull/5041
* fix(vllm): force spawn for single-GPU EngineCore and fix health check scheduling by @m199369309 in https://github.com/xorbitsai/inference/pull/5030
* fix(worker): strip test envs before recover and clean up GPU orphans by @m199369309 in https://github.com/xorbitsai/inference/pull/5031
* fix(rerank/llama.cpp): honor flat launch kwargs (n_ctx/n_batch/n_ubatch) so rerankers aren't capped at default ubatch (#5001) by @Anai-Guo in https://github.com/xorbitsai/inference/pull/5046
* fix(anthropic): honor top-level system prompt and inline system messages (#5037) by @Anai-Guo in https://github.com/xorbitsai/inference/pull/5049
* fix(vllm/patches): auto-apply hybrid KV cache patch to Qwen3-Next by @Anai-Guo in https://github.com/xorbitsai/inference/pull/5052
* fix(audio): warn and ignore non-zero temperature for Qwen3-ASR instead of raising by @Anai-Guo in https://github.com/xorbitsai/inference/pull/5054
## Documentation
* doc: add v2.10.0 release notes by @qinxuye in https://github.com/xorbitsai/inference/pull/4997
* doc: hide Zhihu link from English docs by @qinxuye in https://github.com/xorbitsai/inference/pull/5008
* doc: update documentation logo and favicon by @qinxuye in https://github.com/xorbitsai/inference/pull/5024
* doc: update Read the Docs build image by @qinxuye in https://github.com/xorbitsai/inference/pull/5044
## Others
* docs: add Telegram community links by @qinxuye in https://github.com/xorbitsai/inference/pull/5003

## New Contributors
* @qinrui777 made their first contribution in https://github.com/xorbitsai/inference/pull/5000
* @xiaoyesoso made their first contribution in https://github.com/xorbitsai/inference/pull/5010
* @bluefish-08 made their first contribution in https://github.com/xorbitsai/inference/pull/5045
* @Anai-Guo made their first contribution in https://github.com/xorbitsai/inference/pull/5046

**Full Changelog**: https://github.com/xorbitsai/inference/compare/v2.10.0...v2.11.0