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codex-docs-v0.30.0
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hsliu_ustc 77dab60bf7 [Doc] Keep ROCm run examples on the published v0.28.0 image tag 
The release pipeline builds and publishes only the CUDA image
(.buildkite/release/release-pipeline.yml builds docker/Dockerfile.cuda;
publish-release-images.sh targets vllm/vllm-omni). The prebuilt ROCm
image is uploaded out-of-band, and v0.28.0 is the latest tag confirmed
live on Docker Hub (#7405). Revert the two docker run examples to
v0.28.0 and state why the tag lags the 0.30.0 wheels, so users do not
hit a missing-tag pull failure. Source-build examples stay on the
upstream vllm/vllm-openai-rocm:v0.30.0 base, which is published.

Signed-off-by: hsliu_ustc <hsliu_ustc@noreply.gitcode.com>
 2026-09-27 07:05:58 +08:00
hsliu_ustc c88408d825 [Doc] Update README and docs for v0.30.0 
Announce the v0.30.0 release in the README news section (unified
full-duplex framework, cross-stage KV/multimodal transfer, LingBot
World interactive serving, MiniMax H3 Turbo on Blackwell/Ascend 950)
and refresh the supported-model examples (Tencent AuK, Breeze-TTS-2,
LingBot World, MAGI-2, pi0.5; drop removed dots.tts-era examples).

Point the pre-built wheel and image instructions at the published
0.30.0 artifacts (PyPI wheel verified; ROCm 0.30.0/rocm723 wheel index
verified), update the vLLM configuration and environment-variable
references from 0.29 to 0.30, and move the NPU source-clone tag from
v0.30.0rc1 to the final v0.30.0 release.

Signed-off-by: hsliu_ustc <hsliu_ustc@noreply.gitcode.com>
 2026-09-26 17:53:59 +08:00
andyluo7 ad025defe6 [CI][Diffusion] Restore Krea2 model type marker (#8164) 
Signed-off-by: andyluo7 <andy.luo@amd.com>
 2026-09-26 12:55:06 +08:00
Khairul Kabirandkhairulkabir1661 bcb4ae288f [CI][Diffusion] Add tiny model builder for Krea2Pipeline (#6421) 
Signed-off-by: khairulkabir1661 <khairulkabir1661@users.noreply.github.com>
Co-authored-by: khairulkabir1661 <khairulkabir1661@users.noreply.github.com>
 2026-09-25 21:54:38 +00:00
Joshna-Medisetty 62ebad2d7c Add Intel Arc BMG recipes for validated P0 diffusion models. (#7537) 
Signed-off-by: Joshna-Medisetty <joshna.medisetty@intel.com>
 2026-09-25 15:42:08 -05:00
Khairul Kabirkhairulkabir1661Claude Opus 4.6
 		5e36b5a86b [Bugfix] Apply function module marker per-model instead of hardcoding diffusion (#5875) 
Signed-off-by: khairulkabir1661 <khairulkabir1661@users.noreply.github.com>
Co-authored-by: khairulkabir1661 <khairulkabir1661@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-09-25 14:17:19 -06:00
Gao Han a8576ccb72 [Bugfix] Fix MiniCPM-o 4.5 seeded turns and window E2E inputs (#8160) 
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
v0.30.0 		2026-09-26 01:42:53 +08:00
Sy03 d31a2a3ba8 [Bugfix] Fix Nemotron VoiceChat duplex nightly handshake (#7884) 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-09-25 17:25:15 +00:00
Sy03 5d0963b3dc [Bugfix] Fix MRV2 payload slicing with CUDA Graph padding (#8159) 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-09-25 16:07:22 +00:00
wangyu 43e507117f [Bugfix] Restore torch default device between tests (#8157) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-09-25 15:05:37 +00:00
chickeytonandClaude Opus 5.5 4be6bbe0e4 [Bugfix][MiniCPM-o] Build the Stage-0 duplex runtime at load time (#8146) 
Signed-off-by: chickeyton <ngton2014@gmail.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
 2026-09-25 14:57:23 +00:00
bcsdhjew fe9e22df3d [Bugfix] Restore MiniCPM duplex Seed-TTS startup (#8152) 
Signed-off-by: Nolen Liang <nliang@nvidia.com>
Signed-off-by: bcsdhjew <nliang@nvidia.com>
 2026-09-25 14:52:46 +00:00
Yuanheng Zhao 3bd5ac9685 [Bugfix] Align Ming-Image prompt templates and RNG, fix number of layer to decompose (#8118) 
Signed-off-by: Yuanheng <jonathan.zhaoyh@gmail.com>
 2026-09-25 22:47:29 +08:00
DanaerLeezijianc2hsliuustc0106Hongsheng Liu
 		b41e6707b1 [Bugfix][MammothModa2] Stop allocating AR KV cache for the replaced language model (#8095) 
Signed-off-by: MrlixiangWE <mrdanaer@gmail.com>
Co-authored-by: zijianc2 <157244773+zijianc2@users.noreply.github.com>
Co-authored-by: hsliuustc0106 <222337142+hsliuustc0106@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-09-25 21:28:59 +08:00
DanaerLeezijianc2hsliuustc0106Hongsheng Liu
 		29dacbd3ef [Bugfix][MammothModa2] Keep AR layer 0 in BF16 in the FP8 KV preset (#8083) 
Signed-off-by: MrlixiangWE <mrdanaer@gmail.com>
Co-authored-by: zijianc2 <157244773+zijianc2@users.noreply.github.com>
Co-authored-by: hsliuustc0106 <222337142+hsliuustc0106@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-09-25 21:25:49 +08:00
NATURE 9f3f475685 [CI/Build] Fix MiniCPM-o codec readback test under default-device dispatch (#8147) 2026-09-25 08:45:05 +00:00
Anjie HouClaude Opus 5.5Gao Han
 		95781c31e0 [Bugfix][Diffusion] Skip AllGather DLO weight restore on worker shutdown (#8103) 
Signed-off-by: specture724 <specture724@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-09-25 08:33:32 +00:00
R0CKSTARandHongsheng Liu 3bf96080f3 feat(magi2): add fused mHC post-processing (#7261) 
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-09-25 16:25:12 +08:00
XenorynClaudeHongsheng Liu
 		0c7042d0d5 [Feature][Diffusion] Add BOOGU Image sequence parallel support (#5718) 
Signed-off-by: Xenoryn <timberh2000@outlook.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-09-25 16:18:23 +08:00
NumberWan e5613794ca [BugFix][Cosmos3] Decode uploaded video paths in v2v preprocess (#8106) 
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
 2026-09-25 07:53:24 +00:00
Gao Han 69de153f6e [Bugfix] Stop cancelled MiniMax-H3 requests at denoising boundaries (#7844) 
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-09-25 13:36:09 +08:00
BeatSeatandamy-why-3459 b308e196c9 [Model] Support request-level batching for MammothModa2 DiT on shared runtime (#7476) 
Signed-off-by: BeatSeat <wendavid552@gmail.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-09-25 10:34:59 +08:00
chickeytonClaude Fable 5.1Yueqian Lin
 		9e7e3a802c [Bugfix] Compensate cancelled duplex open, append and resume; fix serving README drift (#7636 Issues 1, 2, 3, 21) (#7785) 
Signed-off-by: chickeyton <ngton2014@gmail.com>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-09-24 19:23:08 -07:00
Sy03 551a03102f [Bugfix][Qwen3-TTS] Decode full payload from model buffer (#8132) 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-09-25 10:03:58 +08:00
Zhou TaichangClaude Opus 5Yueqian Lin
 		f46c958b67 [Bugfix][Qwen3-Omni] Restore the talker sampling seed (#7474) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-09-24 17:41:03 -07:00
Shaun WalshClaude Opus 4.6Alex Brooks
 		513dba842a [BugFix] Add modalities and logprobs validation for /v1/chat/completions (#4743) 
Signed-off-by: Shaun Walsh <shaunwalsh24@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Alex Brooks <albrooks@redhat.com>
 2026-09-24 18:09:19 -06:00
Jim BanandYueqian Lin 4aac1294f1 [Bugfix][Frontend] Surface streaming terminal submit failures (#7011) 
Signed-off-by: BANANASJIM <bananasjim1@gmail.com>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-09-24 16:50:43 -07:00
Khairul Kabirkhairulkabir1661Claude Opus 4.6
 		6fb2b36a81 [CI][Diffusion] Add acceleration test groups for SD3 and Flux2 (#6625) 
Signed-off-by: khairulkabir1661 <khairulkabir1661@users.noreply.github.com>
Co-authored-by: khairulkabir1661 <khairulkabir1661@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-09-24 17:19:45 -06:00
Khairul Kabirandkhairulkabir1661 29d13e3311 [CI][Diffusion] Add tiny model builder for StableDiffusion3Pipeline (#6423) 
Signed-off-by: khairulkabir1661 <khairulkabir1661@users.noreply.github.com>
Co-authored-by: khairulkabir1661 <khairulkabir1661@users.noreply.github.com>
 2026-09-24 19:23:28 +00:00
Joshna-Medisetty b539282a9a [Bugfix][XPU] Enable LTX-2 family on XPU (#7961) 
Signed-off-by: Joshna Medisetty <joshna.medisetty@intel.com>
 2026-09-24 13:57:38 -05:00
Isotr0py 7b4dc7633b [Doc] Announce PR limitation to avoid agent spam (#8131) 
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
 2026-09-24 09:58:57 -07:00
ChoHeeandGao Han af46abebb5 [Bugfix][Diffusion] Bound diffusion execute RPCs with the DP wave timeout (#7745) 
Signed-off-by: ChoHee15 <cc5281@126.com>
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-09-24 16:56:41 +00:00
Gao Han b7c0e541d2 [Bugfix] Print text alongside audio in multimodal chat example (#8130) 
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-09-24 09:38:43 -07:00
Aman f58ef57ac4 [Bugfix] Enable pipeline profiling for LingBot Video (#7744) 
Signed-off-by: bezdarnost <amanurumbekov@gmail.com>
 2026-09-24 16:22:17 +00:00
NumberWanandOliver7th 9376c21edd [Bugfix][Cosmos3] Resolve per-component transformer quantization config (#8101) 
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
Co-authored-by: Oliver7th <fangzhengyi@huawei.com>
 2026-09-25 00:18:34 +08:00
yzong-rh 56da589a3e [Bugfix] Sync TeaCache skip decision across SP to prevent deadlock (#6228) 
Signed-off-by: Yifan Zong <yzong@redhat.com>
 2026-09-24 16:17:27 +00:00
Khairul Kabirkhairulkabir1661Claude Opus 4.6Alex Brooks
 		28c87cde19 [Bugfix] Replace hardcoded Vivian speaker default with config-ordered default (#5814) 
Signed-off-by: khairulkabir1661 <khairulkabir1661@users.noreply.github.com>
Co-authored-by: khairulkabir1661 <khairulkabir1661@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Alex Brooks <albrooks@redhat.com>
 2026-09-24 09:10:01 -07:00
Zhenghan Song cd2fed99a7 [CI/Build] Make benchmark CLI test hermetic (#6337) 
Signed-off-by: HaningZS <resossr0v0@gmail.com>
 2026-09-24 16:01:05 +00:00
devangpratap 8f58088f31 [Bugfix] Fix OmniRequestOutput iteration in the MOSS-TTS-Nano offline example (#6583) 
Signed-off-by: devangpratap <115096812+devangpratap@users.noreply.github.com>
 2026-09-24 15:59:42 +00:00
psv666 2d00d86e5e [CI/Build] Fix Qwen3-Omni Talker benchmark workload (#8057) 
Signed-off-by: psv666 <2693925048@qq.com>
 2026-09-24 23:56:53 +08:00
YancyAstheniaGao Han
 		0295eeb6f3 [Orchestrator] Implement cache reset RPC forwarding to AR stage engine cores (#6766) 
Signed-off-by: Asthenia <asthenia0412@gmail.com>
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Asthenia <asthenia0412@gmail.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-09-24 15:32:07 +00:00
SYLARlishunyang12Armaan Amatya
 		535bd35b42 [Perf] Add reusable exact projection caching with MiniMax-H3 integration (#7987) 
Signed-off-by: lishunyang12 <lishunyang12@users.noreply.github.com>
Signed-off-by: Armaan Amatya <armaanamatya2014@gmail.com>
Co-authored-by: lishunyang12 <lishunyang12@users.noreply.github.com>
Co-authored-by: Armaan Amatya <38102001+armaanamatya@users.noreply.github.com>
 2026-09-24 23:30:42 +08:00
Khairul Kabirandkhairulkabir1661 63bbd19a1d [Bugfix] Read hidden layer key from model config instead of hardcoding 24 (#5825) 
Signed-off-by: khairulkabir1661 <khairulkabir1661@users.noreply.github.com>
Co-authored-by: khairulkabir1661 <khairulkabir1661@users.noreply.github.com>
 2026-09-24 09:19:41 -06:00
Zeng Chuang 24b21278c0 [CI/Build][NPU] Run HunyuanVideo-1.5 perf step via run_benchmark.py (#8107) 
Signed-off-by: zengchuang <zengchuang3@huawei.com>
 2026-09-24 07:36:19 -07:00
wangyu 7e5897b848 [CI/Build][Bugfix] Cover corrupt chat audio data URLs on Qwen3-Omni (#8108) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-09-24 21:45:00 +08:00
andyluo7 9b08ac8203 [Bugfix][Diffusion] Clean up inline worker lifecycle (#7986) 
Signed-off-by: andyluo7 <andy.luo@amd.com>
 2026-09-24 21:43:25 +08:00
Canlin Guo 0a0e1884f7 [CI/Build] Initialize RoPE frequencies in MiniMax H3 TeaCache tests (#8125) 
Signed-off-by: Canlin Guo <canlinguosdu@gmail.com>
 2026-09-24 21:34:00 +08:00
Zheng Wengangandamy-why-3459 ed5fc2b83b [Hotfix][Core] PrefixCache: re-plan same-step prefix hits whose rows are written after the early prefetch (#7877) 
Signed-off-by: ZhengWG <zwg0606@gmail.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-09-24 12:35:24 +00:00
NATURExjwuEric
 		9c1656c607 [Model] Reduce MiniCPM-o 4.5 reference setup and Talker overhead (#7968) 
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
Co-authored-by: xjwu <wuxianjin633@gmail.com>
Co-authored-by: Eric(Qun) <186020953+0xtoward@users.noreply.github.com>
 2026-09-24 05:18:56 -07:00
Zhou TaichangandClaude Fable 5.1 ba3d48e1c7 [LingBot World] Speed up streaming VAE decode and RGB frame delivery (#7749) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
 2026-09-24 03:56:44 -07:00