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515 Commits
Author SHA1 Message Date
tzhouamandClaude Opus 5 c1e32fc01d rebase: close the remaining vLLM 0.29 drift found by CI 3009 
Five further removals/renames, each traced from a failing 3009 job:

- StageEngineCoreProcManager mirrors the parent __init__ rather than calling
  super(), and 0.29 added _request_shutdown_timeout there. The inherited
  shutdown() read it, raised AttributeError, and left the engine core
  subprocesses running, so the test process hung at interpreter exit until
  the 15 minute job timeout. That is the whole of the Engine&Model Executor
  exit-124: its pytest reported 567 passed, then sat idle for 663s. The
  failure surfaced only as a StagePool warning, never as a test failure.

- PromptUpdateDetails.select_text is gone; prompt updates are token oriented
  now. MiniCPM-o 4.5 kept three text-based image/video/audio replacements,
  which crashed stage-0 startup and account for the whole MiniCPM-o cluster.
  They encode the text and select the unk placeholder by token id instead.

- Qwen3-Omni: 0.29 marks audio_feature_lengths keep_on_cpu, while the audio
  tower derives device placement from feature_lens, so the mask comparison
  mixed cuda and cpu tensors. Moved explicitly, matching upstream
  Qwen3OmniMoeThinker._process_audio_input.

- AttentionBackend.get_kv_cache_shape is gone; the per-layer shape comes from
  the spec via compute_layer_kv_cache_shape_bytes, whose content dim is in
  bytes.

- WeightsMapper.get_unstacked_mapper is renamed to get_rename_mapper.

tests/engine/test_async_omni_engine_abort.py::test_abort fails here both with
and without these changes, so it is environmental rather than a regression.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0146Xu5Sgj4vXxLxvLjV5YPj
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-09-10 00:41:53 +08:00
tzhouamandClaude Opus 5 08884c4cfb rebase: adapt to vLLM 0.29 callback, embedding and video decoder changes 
Four unrelated 0.29 surface changes, each reproduced locally against the
pinned f5c3cc24 build:

- PromptUpdateDetails.is_embed now takes only the full token list. The
  Bagel img2img replacement still declared (tok, seq), which crashed
  stage-0 engine core startup and produced the Distributed and Qwen3-Omni
  "no live replica" failures rather than anything KV related.

- dispatch_unquantized_gemm gained a linear_backend argument and is called
  with it. The CPU-forcing test stubs took no arguments; they now accept
  and ignore whatever upstream passes so a further signature change does
  not break them again.

- VocabParallelEmbedding gained a fused kernel that engages whenever
  tp_size > 1 on CUDA, and it has no CPU implementation. The encoder TP
  fixtures drive CPU tensors under a faked TP group, so they pin the
  portable masked path.

- The pyav video decoder backend was removed; valid options are now
  opencv, torchcodec, pynvvideocodec and deepstream. The OpenAI video
  endpoint hardcoded pyav, which turned every video request into a 400.
  It moves to opencv, the upstream default.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0146Xu5Sgj4vXxLxvLjV5YPj
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-09-10 00:41:53 +08:00
tzhouam f9879239ba chore: satisfy changed-file policy 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-09-10 00:41:52 +08:00
tzhouam 87a1fd8da2 rebase: adapt to vLLM v0.29 APIs 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-09-10 00:41:52 +08:00
zyz111222 6e79d582e3 [Bugfix][Ascend] fix npu 310/a5 bugs (#6685) 
Signed-off-by: zouyizhou <zouyizhou@huawei.com>
 2026-09-09 19:03:09 +08:00
NancyFyongandNancyFyong e74fe3c6e8 [Model] Add Audio8 TTS Preview 0.6B (DualAR, 44.1 kHz codec) (#6157) 
Signed-off-by: NancyFyong <NancyFyong@users.noreply.github.com>
Co-authored-by: NancyFyong <NancyFyong@users.noreply.github.com>
 2026-09-08 19:00:25 -07:00
boatman cdf027874c [Feat][OmniVoice]Support Varlen Attn, Request-Batch and Step-Execution (#6408) 
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
 2026-09-08 18:58:38 -07:00
eval d7678e2bb3 [Bugfix][MiniCPM-o] Fix the audio_embeds input path (#5730) 
Signed-off-by: eval-dev <0xe5bca0@gmail.com>
Signed-off-by: eval <74645252+eval-dev@users.noreply.github.com>
 2026-09-08 18:41:42 -07:00
Zhichao Zhang 5078c7ad66 [Bugfix][MiMo-Audio] Align code2wav decode with tokenizer device (#6539) 
Signed-off-by: chaosansui <zzc15560846421@163.com>
Signed-off-by: Zhichao Zhang <60429419+smartDream-chao@users.noreply.github.com>
 2026-09-08 18:38:11 -07:00
Harry MellorHongsheng LiuClaude Opus 5
 		fdaf4e31bd Add vLLM-Omni library info to Hugging Face Hub requests (#5381) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-09-08 10:08:38 -06:00
Shuolei Wang 5378b77be4 [Model][JoyAI-VL-Interaction] Add native multi-stage pipeline (#5352) 
Signed-off-by: Shuolei Wang <shuoleiwang123@gmail.com>
 2026-09-08 05:07:08 -07:00
Deep Shahandamy-why-3459 1413eaab7c [Bugfix][Qwen3-Omni] Read code-predictor RoPE theta from rope_parameters (#7228) 
Signed-off-by: Deep Shah <deep@socratic.co>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-09-08 10:25:27 +08:00
Yueqian Lin e1c59edec6 [Refactor] fish_speech: vendor DAC codec modules, drop external fish-speech dependency (#4871) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-09-08 09:22:36 +08:00
boatman 043f03d576 [Migrate]Move model-specific helpers out of serving_speech (#6697) 
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
 2026-09-08 08:59:45 +08:00
Pujitha PaladuguPujitha Paladuguamy-why-3459
 		cf36f5e474 [Bugfix][MiniCPM-o] Allow ragged audio_feature_lens across a batch (#7071) 
Signed-off-by: Pujitha Paladugu <10557236+pujitha24@users.noreply.github.com>
Co-authored-by: Pujitha Paladugu <10557236+pujitha24@users.noreply.github.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-09-07 23:51:13 +08:00
BruceLoveDecimal 5cd925631c [Feature][LingBot World]stepwise execution (#6844) 
Signed-off-by: BruceLoveDecimal <liuqihao970610@gmail.com>
Signed-off-by: liuqihao <liuqihao970610@gmail.com>
 2026-09-07 13:38:23 +08:00
NATUREandamy-why-3459 ff6e906a25 [Model] Preserve MiniCPM-o Talker full attention until capacity (#6799) 
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-09-06 22:25:35 +08:00
Hongsheng Liu 715b8b8746 [Model] MiniMax-H3: validate versioned text-conditioning handoff (#6720) 
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
 2026-09-06 21:45:10 +08:00
SYLARandhsliuustc0106 14d2d00536 [Bugfix] Fix Hunyuan Image-3 expert mapping contract (#7021) 
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
Co-authored-by: hsliuustc0106 <liuhongsheng4@huawei.com>
 2026-09-06 21:43:37 +08:00
chickeytonClaude Fable 5Gao Han
 		5d7fdf9350 [Core] Graduate MiniCPM-o 4.5 and PersonaPlex full-duplex serving out of experimental (#6196) 
Signed-off-by: chickeyton <ngton2014@gmail.com>
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-09-05 08:20:21 +00:00
boatman 66bbebd9d3 [Bugfix] Fix fallback loading for IndexTTS external models (#6137) 
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
 2026-09-04 19:58:33 -07:00
BruceLoveDecimalandClaude Opus 5 1e74807c35 [Feature][Moss-TTS] Reference Audio Preprocessing (#4982) 
Signed-off-by: BruceLoveDecimal <39156883+BruceLoveDecimal@users.noreply.github.com>
Signed-off-by: liuqihao <liuqihao970610@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
 2026-09-04 16:36:26 -07:00
LOGO127 b6b992ac7b [Bugfix] Fix Higgs Audio v3 voice-clone token validation (#7065) 
Signed-off-by: luozijian <luozijian0924@gmail.com>
 2026-09-04 16:06:47 -07:00
Inesh Reddy ChappidiandGao Han 66d938100b [Bugfix] Give exact-shape codec models an unpadded input_ids view (#6775) 
Signed-off-by: Inesh Reddy <ineshreddy249@gmail.com>
Signed-off-by: IneshReddy249 <ineshreddy249@gmail.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-09-04 15:28:49 -07:00
boatman 348fd0fc07 [Feat][dots.tts] Add Online Serving Support (#6235) 
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
 2026-09-04 14:44:10 -07:00
Yuekai ZhangandClaude Fable 5 4179b0cae1 [Perf][NemotronVoiceChat] Fast defaults for all three deploy profiles: 2.8x offline, realtime full-duplex audio (#6354) 
Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
 2026-09-03 18:49:19 -07:00
Jim Ban 711daacabf [Bugfix][TTS] Make CosyVoice3 TRT plan publication concurrency-safe (#6955) 
Signed-off-by: BANANASJIM <bananasjim1@gmail.com>
 2026-09-03 06:44:42 +00:00
Tai An d1a5a7c178 [Bugfix][Qwen2.5-Omni] Fix two stale call sites in the speech helpers (#6886) 
Signed-off-by: Anai-Guo <antai12232931@outlook.com>
 2026-09-02 21:41:05 -07:00
Joshna-MedisettyandCursor 24c49cf392 [Bugfix][XPU] Add MoTRMSNorm.forward_xpu delegating to forward_native (#5568) 
Signed-off-by: Joshna Medisetty <joshna.medisetty@intel.com>
Signed-off-by: Joshna-Medisetty <joshna.medisetty@intel.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-09-02 23:06:17 -05:00
ZhanshenzhuiandSy03 48ae412a2f [model]Add experimental Mage-VL full-duplex adapter and offline integration (#6537) 
Signed-off-by: Zhanshenzhui <99891002+zyforsure@users.noreply.github.com>
Co-authored-by: Sy03 <1370724210@qq.com>
 2026-09-02 20:25:32 -07:00
DanaerLee ca6b4e2112 [Perf][Bugfix][OmniVoice] Restore float16 serving, and fuse the generator hot loop (#6317) 
Signed-off-by: MrlixiangWE <mrdanaer@gmail.com>
 2026-09-02 19:54:55 +00:00
Jim Ban b9a88bf51e [Bugfix][TTS] Isolate concurrent StepAudio2 TRT builds (#6957) 
Signed-off-by: BANANASJIM <bananasjim1@gmail.com>
 2026-09-02 19:53:02 +00:00
GXINandHongsheng Liu 3ab582c993 [Bugfix][Qwen3-TTS] Reject task mismatches before EngineCore dispatch (#6113) 
Signed-off-by: XIN GAO <1037396230@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-09-02 11:16:55 -07:00
jingchengtian 67ef0b64b9 [Hardware][Ascend] Use npu_rotary_mul fused kernel for MOSS-TTS codec RoPE (#6908) 
Signed-off-by: jingchengtian <tjc1995@126.com>
 2026-09-02 08:58:23 +00:00
Rakesh Kariya b864374089 [Bugfix][MiMo-Audio] Restore make_empty_intermediate_tensors on the talker for vLLM 0.28 (#6803) 
Signed-off-by: rk9595 <rakesh.kariya@somaiya.edu>
 2026-08-31 15:26:35 +08:00
akshatvishu f321cdbe16 [Bugfix] Use Seed-TTS reference audio with MiniCPM-o 4.5 (#6628) 
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
 2026-08-31 10:27:34 +08:00
akshatvishu c41925689d [BugFix][Higgs-Audio-V3] Fix transcript and concurrent sampling tests (#6422) 
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
 2026-08-30 08:52:15 +00:00
Yueqian Lin a6b559cf54 [Bugfix][MiniMax-Music3] Resolve stage subdirs against a real snapshot (#6640) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-08-30 06:51:24 +00:00
NATURE 87736a3cc5 [Bugfix][MiniCPM-o] Bound full-duplex Talker context with sliding recompute (#6626) 
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
 2026-08-30 00:49:42 +08:00
psv666andGao Han 5c47fd0bc8 [Bugfix][Qwen3-Omni] Handle missing packed modules mapping (#6748) 
Signed-off-by: psv666 <2693925048@qq.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-08-29 15:24:49 +08:00
abrahamzewoudieHongsheng Liuamy-why-3459
 		143ccc5a2f Fix Qwen3-Omni audio encoder TP when heads are not divisible by TP size (#4322) 
Signed-off-by: abrahamzewoudie <azewoudi@amd.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-29 14:52:02 +08:00
boatman bfe8967ca2 [Bugfix][StepAudio2] Fix async-chunk metadata mismatch and boundary glitches (#5917) 
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
 2026-08-28 21:45:24 -07:00
WallbreazzzCanlin GuoCanlin Guo
 		be335a86f9 fix(npu): extend bf16 autocast to NPU in MossAudioTokenizer decode (#6664) 
Signed-off-by: Wallbreazzz <110282866+Wallbreazzz@users.noreply.github.com>
Signed-off-by: Canlin Guo <961750412@qq.com>
Co-authored-by: Canlin Guo <961750412@qq.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
 2026-08-28 04:01:49 -07:00
Sy03 009b992c5b [Bugfix][MiniCPM-o] Isolate duplex handoff failures and barge-in (#6170) 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-08-28 15:46:41 +08:00
Canlin Guolishunyang12yuanwu
 		b6a4baa659 [Feature] Support text encoder Disaggregation for H3 (#5885) 
Signed-off-by: Canlin Guo <canlinguosdu@gmail.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Signed-off-by: yuanwu <yuan.wu@intel.com>
Co-authored-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: yuanwu <yuan.wu@intel.com>
 2026-08-28 14:27:05 +08:00
BruceLoveDecimalandamy-why-3459 ab8d45d3cc [Bugfix][MiniCPM-o] Retire CFM DiT CUDA graphs a generation at a time (#6587) 
Signed-off-by: BruceLoveDecimal <liuqihao970610@gmail.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-28 14:07:57 +08:00
Hongsheng Liuandhsliuustc0106 4245fd6955 [Fix] Restore MammothModa2 support (#6694) 
Signed-off-by: hsliuustc0106 <hsliuustc0106@users.noreply.github.com>
Co-authored-by: hsliuustc0106 <hsliuustc0106@users.noreply.github.com>
 2026-08-28 08:32:32 +08:00
Zhou TaichangandClaude Opus 5 651b03225b [Rebase] Rebase to vllm 0.28.0 (#6606) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-27 06:12:55 +00:00
Sy03andsy03 432b2c6ca3 [Model] Add native full-duplex Nemotron VoiceChat serving (#6089) 
Signed-off-by: Sysy <1370724210@qq.com>
Signed-off-by: sy03 <137072421@qq.com>
Co-authored-by: sy03 <137072421@qq.com>
 2026-08-26 13:19:20 -07:00
Allen WuTRAE CLISy03TRAE CLI
 		f90e992dc1 [Model] Optimize CosyVoice3 TensorRT stream handoff (#5673) 
Signed-off-by: Allen Wu <allenwu2795@gmail.com>
Co-authored-by: TRAE CLI <noreply@bytedance.com>
Co-authored-by: Sy03 <1370724210@qq.com>
Co-authored-by: TRAE CLI <traecli@bytedance.com>
 2026-08-25 22:51:46 -07:00