tzhouam and Claude 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
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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
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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 )
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Signed-off-by: zouyizhou <zouyizhou@huawei.com >
2026-09-09 19:03:09 +08:00
NancyFyong and NancyFyong
e74fe3c6e8
[Model] Add Audio8 TTS Preview 0.6B (DualAR, 44.1 kHz codec) ( #6157 )
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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 )
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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 )
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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 )
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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
fdaf4e31bd
Add vLLM-Omni library info to Hugging Face Hub requests ( #5381 )
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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 )
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Signed-off-by: Shuolei Wang <shuoleiwang123@gmail.com >
2026-09-08 05:07:08 -07:00
Deep Shah and amy-why-3459
1413eaab7c
[Bugfix][Qwen3-Omni] Read code-predictor RoPE theta from rope_parameters ( #7228 )
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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 )
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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 )
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Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com >
2026-09-08 08:59:45 +08:00
cf36f5e474
[Bugfix][MiniCPM-o] Allow ragged audio_feature_lens across a batch ( #7071 )
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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 )
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Signed-off-by: BruceLoveDecimal <liuqihao970610@gmail.com >
Signed-off-by: liuqihao <liuqihao970610@gmail.com >
2026-09-07 13:38:23 +08:00
NATURE and amy-why-3459
ff6e906a25
[Model] Preserve MiniCPM-o Talker full attention until capacity ( #6799 )
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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 )
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Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com >
2026-09-06 21:45:10 +08:00
SYLAR and hsliuustc0106
14d2d00536
[Bugfix] Fix Hunyuan Image-3 expert mapping contract ( #7021 )
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Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com >
Co-authored-by: hsliuustc0106 <liuhongsheng4@huawei.com >
2026-09-06 21:43:37 +08:00
5d7fdf9350
[Core] Graduate MiniCPM-o 4.5 and PersonaPlex full-duplex serving out of experimental ( #6196 )
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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 )
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Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com >
2026-09-04 19:58:33 -07:00
BruceLoveDecimal and Claude Opus 5
1e74807c35
[Feature][Moss-TTS] Reference Audio Preprocessing ( #4982 )
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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 )
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Signed-off-by: luozijian <luozijian0924@gmail.com >
2026-09-04 16:06:47 -07:00
Inesh Reddy Chappidi and Gao Han
66d938100b
[Bugfix] Give exact-shape codec models an unpadded input_ids view ( #6775 )
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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 )
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Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com >
2026-09-04 14:44:10 -07:00
Yuekai Zhang and Claude 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 )
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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 )
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Signed-off-by: Anai-Guo <antai12232931@outlook.com >
2026-09-02 21:41:05 -07:00
Joshna-Medisetty and Cursor
24c49cf392
[Bugfix][XPU] Add MoTRMSNorm.forward_xpu delegating to forward_native ( #5568 )
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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
Zhanshenzhui and Sy03
48ae412a2f
[model]Add experimental Mage-VL full-duplex adapter and offline integration ( #6537 )
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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 )
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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 )
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Signed-off-by: BANANASJIM <bananasjim1@gmail.com >
2026-09-02 19:53:02 +00:00
GXIN and Hongsheng Liu
3ab582c993
[Bugfix][Qwen3-TTS] Reject task mismatches before EngineCore dispatch ( #6113 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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Signed-off-by: natureofnature <wzliu@connect.hku.hk >
2026-08-30 00:49:42 +08:00
psv666 and Gao Han
5c47fd0bc8
[Bugfix][Qwen3-Omni] Handle missing packed modules mapping ( #6748 )
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Signed-off-by: psv666 <2693925048@qq.com >
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk >
2026-08-29 15:24:49 +08:00
143ccc5a2f
Fix Qwen3-Omni audio encoder TP when heads are not divisible by TP size ( #4322 )
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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 )
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Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com >
2026-08-28 21:45:24 -07:00
be335a86f9
fix(npu): extend bf16 autocast to NPU in MossAudioTokenizer decode ( #6664 )
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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 )
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Signed-off-by: Sy03 <1370724210@qq.com >
2026-08-28 15:46:41 +08:00
b6a4baa659
[Feature] Support text encoder Disaggregation for H3 ( #5885 )
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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
BruceLoveDecimal and amy-why-3459
ab8d45d3cc
[Bugfix][MiniCPM-o] Retire CFM DiT CUDA graphs a generation at a time ( #6587 )
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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 Liu and hsliuustc0106
4245fd6955
[Fix] Restore MammothModa2 support ( #6694 )
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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 Taichang and Claude Opus 5
651b03225b
[Rebase] Rebase to vllm 0.28.0 ( #6606 )
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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
Sy03 and sy03
432b2c6ca3
[Model] Add native full-duplex Nemotron VoiceChat serving ( #6089 )
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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
f90e992dc1
[Model] Optimize CosyVoice3 TensorRT stream handoff ( #5673 )
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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
wy17003 and Hongsheng Liu
b454e34966
[Refactor][2/N Scheduler]Replace _FULL_PAYLOAD_INPUT_STAGES with a resolved stage transport capability. ( #6149 )
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Signed-off-by: wy17003 <yaow17003@gmail.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-25 15:24:59 +08:00