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163 Commits
Author SHA1 Message Date
tzhouamandClaude Fable 5.1 33de5d8629 Merge vLLM-Omni v0.29.0rc1 into edge-infer/omni-0.29.0 
The pair for vLLM v0.29.0: rc1's docs pin vllm==0.29.0 and a static scan of
rc1's vllm.* imports against the v0.29.0 tree finds nothing missing, while
our 0.28-based tree needs seven modules v0.29.0 no longer has
(vllm.inputs.preprocess, entrypoints.launcher, openai.cli_args,
openai.engine.protocol, serve.utils.server_utils, layers.batch_invariant,
models.hunyuan_v1).

Ten files conflicted. Upstream's structure is the base everywhere; the
fork's features are re-attached to it:
- deploy_profile / apply_deploy_profile run before rc1's resolve_omni_config
  pops deploy_config (async_omni_engine, cli/serve); the deploy-profile
  selector and the resolve_model_config_path chain it needs stay in
  entrypoints/utils.py; stage_overrides takes rc1's dict type.
- config_factory keeps the lazy diffusion output-type import; the diffusion
  registry import in rc1's new config/resolver.py is made lazy for the same
  WP6 reason (TTS path must not load diffusion).
- requirements: our core/media split kept; rc1's transformers>=5.13 floor
  and kernels==0.16.1 applied in core.txt / media.txt.
- TTS: rc1's split_granularity and bounded seed plus our output_mode=
  codec_tokens, _SessionInbox cancel handling and codec DELTA accumulation;
  our private _conditioning_cache_salt is superseded by rc1's public
  tts_adapters/base.py::conditioning_cache_salt.
- stage_runtime: rc1's single ExitStack G2 path (lock released before READY)
  replaces our two-path block, with the four worker_phase names the init
  profiler consumes still emitted; _cpu_placed / host admission kept.

Not yet run against vLLM 0.29.0: the tests listed in the W6 record.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
 2026-09-18 09:57:20 +08:00
Zhou TaichangandClaude Opus 5 aff7d64948 [Rebase] Rebase to vLLM 0.29.0 (#7230) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
 2026-09-10 12:08:28 +08:00
Joshna-Medisetty 51cf142bc1 [Bugfix][XPU] Restore N-D output shape for W8A16 FP8 linear (#7301) 
Signed-off-by: Joshna Medisetty <joshna.medisetty@intel.com>
Signed-off-by: Joshna-Medisetty <joshna.medisetty@intel.com>
 2026-09-09 17:11:31 -05:00
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
NumberWan 038c9b948f [Bugfix] Resolve #6931 hub FA3 on torch 2.13 via kernels 0.16.1 (#7185) 
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
 2026-09-09 10:20:34 +00:00
tzhouamandClaude Fable 5.1 35e43b9983 [Edge][WP3] Add CPU OmniPlatform (AR + generation stages on vLLM's CPU backend) 
* vllm_omni/platforms/cpu/platform.py: CPUOmniPlatform(OmniPlatform, CpuPlatform)
  selected when VLLM_TARGET_DEVICE=cpu or a +cpu vLLM wheel is installed
  (builtin plugin "cpu"; explicit CPU target short-circuits accelerator probes
  like vLLM does). NUMA-based memory queries, one logical device, no graph
  wrapper (sentinel type for isinstance checks), inductor opt-in via
  VLLM_OMNI_CPU_INDUCTOR=1, diffusion stages unsupported.
* vllm_omni/platforms/cpu/worker: CPUARWorker / CPUGenerationWorker compose
  vLLM's CPUWorker with the Omni mixin (XPU pattern); CPUARModelRunner /
  CPUGenerationModelRunner compose the Omni runners with CPUModelRunner
  (no graphs, no async omni output; sleep/wake return error ACKs).
* patch.py skips the CuMem patch on CPU-only torch; Qwen3-TTS speaker encoder
  and prompt-embeds dtype follow the model dtype (float32/float16 on CPU).
* vllm_omni/deploy/qwen3_tts.yaml: `platforms: cpu:` overlay (eager, no async
  scheduling, absolute kv_cache_memory_bytes, disjoint OMP thread ranges).
* requirements/cpu.txt (+psutil, intel-openmp), docs/getting_started/installation/cpu.md.

Measured (this x86 Xeon 8480C host, vllm 0.28.0+cpu, bf16, 12+4 threads):
Qwen3-TTS 0.6B CustomVoice end-to-end on CPU, 12 prompts: TTFA p50 292 ms,
RTF ~1.7 (25-frame chunk ~4.6 s), init 185 s. Result JSON + init timeline
committed under benchmarks/tts/edge_results/.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
 2026-09-09 11:02:14 +08:00
Lei KeandKrystalRay 7be014bce6 [Bugfix][NPU] Fix MiniMax-H3 INT8 quantization dispatch (#6876) 
Signed-off-by: KrystalRay <keeleiray@gmail.com>
Co-authored-by: KrystalRay <keeleiray@gmail.com>
 2026-09-07 14:50:44 +00:00
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
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
wangyulishunyang12CursorBo Li
 		95a9311696 [CI] Select mirror_hardwares presets via MIRROR_HW (H100/B200) (#5543) 
Signed-off-by: wangyu <410167048@qq.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Signed-off-by: [Your Name] <your.email@example.com>
Signed-off-by: wangyu <53896905+yenuo26@users.noreply.github.com>
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
Co-authored-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Bo Li <22713281+bobboli@users.noreply.github.com>
 2026-09-02 15:39:49 +00:00
Wang fuyinzwhzzz0821zwhzzz0821
 		fe4a2a7477 [Diffusion] Add paged KV cache support for HunyuanImage3 DiT on NPU and GPU (#6563) 
Signed-off-by: Acerak01-fy <wfy2003324@163.com>
Signed-off-by: zwhzzz0821 <zwhzzz0821@users.noreply.github.com>
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
Co-authored-by: zwhzzz0821 <zwhzzz0821@users.noreply.github.com>
Co-authored-by: zwhzzz0821 <2831474076@qq.com>
 2026-08-31 10:15:46 +00:00
Weiming LiaoHongsheng Liuamy-why-3459
 		18f01befa7 [NPU] upgrade to v0.28.0 (#6674) 
Signed-off-by: Weiming Liao <liaowm5@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-30 12:28:35 +00:00
fan2956andWeiQing Chen 0dc8f45906 [Feat] Minimax H3 support ref and tgt video sparse attention on NPU (#6518) 
Signed-off-by: fan2956 <zhoufan53@huawei.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
 2026-08-29 11:10:53 +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
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
ooooooyechangethewayClaude Opus 4.8WeiQing Chen
 		19da238246 [Bugfix][NPU] Eager-import mindiesd for every diffusion attention backend (#6054) 
Signed-off-by: brandneway <gyuan4892@gmail.com>
Co-authored-by: changetheway <guotaoyuan1@h-partners.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
 2026-08-27 14:41:36 +08:00
XiongZhongwei 40dcfdbb43 [Perf][NPU] Enable native GQA & fused AddNorm for MiniMax-H3 encoder (#6040) 
Signed-off-by: MarkPoloChina <1228479724@qq.com>
Signed-off-by: XiongZhongwei <1228479724@qq.com>
 2026-08-26 09:14:05 +08:00
wy17003andHongsheng Liu b454e34966 [Refactor][2/N Scheduler]Replace _FULL_PAYLOAD_INPUT_STAGES with a resolved stage transport capability. (#6149) 
Signed-off-by: wy17003 <yaow17003@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-25 15:24:59 +08:00
NATURE 702a409664 [Feature][MiniCPM-o] Support configurable concurrent duplex sessions (#6021) 
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
 2026-08-25 02:27:30 +00:00
wangyu 1e2a6446f7 [CI] Remove AudioX and MammothModa2 support (#6353) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-08-23 04:22:05 +00:00
Wang fuyinandHongsheng Liu 72ee535fcd [Diffusion] Add native paged KV backend for diffusion workers (#6102) 
Signed-off-by: Acerak01-fy <wfy2003324@163.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-22 21:45:45 +08:00
林鑫sheenlinyurainGao Han
 		37c11e6e4f [Perf][Qwen3-TTS] Fuse QKV and gate_up projections in code predictor (#5791) 
Signed-off-by: sheenlin <sheenlin@tencent.com>
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: sheenlin <sheenlin@tencent.com>
Co-authored-by: yurain <yurain26@users.noreply.github.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-08-20 19:22:40 +00:00
zzh b1da47b781 Fix npu moe registration (#6350) 
Signed-off-by: zzh <943967662@qq.com>
 2026-08-20 16:34:24 +00:00
Inesh Reddy Chappidi cd3867c373 [Model] Suppress silence codec tokens for the first N Qwen3-TTS decod… (#5048) 
Signed-off-by: Inesh Reddy <ineshreddy249@gmail.com>
 2026-08-20 09:22:37 -07:00
amy-why-3459andCursor 9c61d5b67b [Bugfix][MiniCPM-o] Stop Talker mid-utterance truncation and load cod… (#6346) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-20 11:50:07 +08:00
Joshna-MedisettyandCursor bd17618c11 [XPU][Bugfix] Make Omni AR async output path device-agnostic (#5569) 
Signed-off-by: Joshna Medisetty <joshna.medisetty@intel.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-19 20:06:33 -05:00
Yukim1 6f55a06fab [Docs] Remove stale stage config references (#6270) 
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
 2026-08-20 07:09:12 +08:00
Thanaji Rao ThakkalapelliandChendi.Xue efaf4276f9 [Bugfix] Record device-agnostic torch.Event on XPU to fix async D2H image corruption [XPU] (#5571) 
Signed-off-by: Thanaji Rao Thakkalapelli <thanaji.rao.thakkalapelli@intel.com>
Co-authored-by: Chendi.Xue <chendi.xue@intel.com>
 2026-08-19 16:30:38 -05:00
amy-why-3459 3c6648d8a5 [Bugfix][NPU] Break the pytest DiffusionOutput circular import (#6293) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-18 10:11:10 +08:00
Zhou248 5d09cf27a9 [MiniCPM-o][NPU] Enable MiniCPM-o Code2Wav NPUGraph replay (#5604) 
Signed-off-by: Zhou248 <62542847+Zhou248@users.noreply.github.com>
 2026-08-17 15:09:51 +08:00
Wenjia Li 8ecd1f6d5c [Perf][NPU] Fuse MiniMax H3 Qwen3-VL SwiGLU (#6167) 
Signed-off-by: Wenjia Li <wjialish@gmail.com>
 2026-08-14 11:47:17 +00:00
Wenjia Li ffd11c181e [Perf][NPU] Fuse MiniMax H3 Qwen3-VL RoPE (#6061) 
Signed-off-by: Wenjia Li <wjialish@gmail.com>
 2026-08-14 09:49:26 +00:00
Weiming Liao f41451f64c [NPU] Upgrade to v0.27.0 (#6096) 
Signed-off-by: Weiming Liao <liaowm5@gmail.com>
 2026-08-13 20:01:01 +08:00
Zhou TaichangandClaude Opus 5 2ce15ab7a0 [Rebase] Rebase to vllm 0.27.0 (#5976) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-11 15:23:46 +00:00
R0CKSTAR 22dd96ec5c [Hardware][MUSA] Complete Omni platform interfaces (#6058) 
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
 2026-08-11 12:46:42 +00:00
R0CKSTARHongsheng Liuamy-why-3459
 		e04210d690 [Hardware][MUSA] Enable Qwen3-Omni ModelOpt FP8 inference (#5671) 
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-11 17:19:09 +08:00
ooooooye 740f45abcd [Perf][Diffusion] MiniMax-H3: opt into packed varlen attention on NPU to eliminate quadratic mask materialization (#5891) 
Signed-off-by: brandneway <gyuan4892@gmail.com>
 2026-08-10 19:47:03 +08:00
Zijun HuangandWeiQing Chen 93457f29ff [NPU][Quantization] Add RainFusion attention and INT8 online quantization for MiniMax H3 (#5706) 
Signed-off-by: Zijun Huang <zijunhua@usc.edu>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
 2026-08-06 14:15:21 +08:00
GXIN 6a604be610 [Bugfix][NPU] Fallback to BSND RoPE when Qwen3-TTS short-seq BNSD li… (#5608) 
Signed-off-by: XIN GAO <1037396230@qq.com>
 2026-08-05 13:02:47 +08:00
Gao Han 78c144f3a8 [CI failed] Revert "[Perf][Qwen3-TTS] Fuse QKV and gate_up projections in code predictor" (#5777) 2026-08-04 15:21:38 +00:00
林鑫sheenlinyurain
 		6fdc4ca62d [Perf][Qwen3-TTS] Fuse QKV and gate_up projections in code predictor (#4958) 
Signed-off-by: sheenlin <sheenlin@tencent.com>
Co-authored-by: sheenlin <sheenlin@tencent.com>
Co-authored-by: yurain <yurain26@users.noreply.github.com>
 2026-08-04 11:59:32 +00:00
TJian d50ea9fccc [ROCm] [CI] Fix ROCm CI for v0.26.0 (#5528) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2026-07-30 11:27:32 +08:00
zzhanddengyunyang dba05c3517 Enable Diffusion Image models asynchronous output (#4981) 
Signed-off-by: zzh <943967662@qq.com>
Co-authored-by: dengyunyang <584797741@qq.com>
 2026-07-29 17:21:55 +00:00
Weiming Liao 39663d5287 [NPU] upgrade to v0.26.0 (#5490) 
Signed-off-by: Weiming Liao <liaowm5@gmail.com>
 2026-07-29 11:21:04 +08:00
Joshna-MedisettyandChendi.Xue 7fa40681ff Xpu/vllm 0.26 fixes (#5476) 
Signed-off-by: Joshna Medisetty <joshna.medisetty@intel.com>
Co-authored-by: Chendi.Xue <chendi.xue@intel.com>
 2026-07-29 08:15:36 +08:00
Joshna-Medisetty 807db6efd7 [Refactor] Migrate Voxtral TTS XPU stage config to --deploy-config (#5467) 
Signed-off-by: Joshna Medisetty <joshna.medisetty@intel.com>
 2026-07-28 07:35:35 +08:00
Zhou TaichangClaude Fable 5tzhouam
 		cbab1d4d8f [Rebase] Rebase to vllm 0.26.0 (#5443) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: tzhouam <tzhouam@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: tzhouam <tzhouam@gmail.com>
 2026-07-27 23:35:49 +08:00
SYLARandlishunyang12 7762d664d8 [Attention] Add trtllm diffusion attention backend with Skip-Softmax (#5283) 
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
 2026-07-27 22:48:11 +08:00
Wang fuyinandHongsheng Liu 4dd1b47f47 [Config] Read stage metadata from VllmOmniConfig (#5343) 
Signed-off-by: Acerak01-fy <wfy2003324@163.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-07-27 22:44:06 +08:00
jiangmengyu18betta18Hongsheng Liu
 		e108cbb510 [NPU][HunyuanImage3] Adapt diffusion FusedMoE for vLLM >= 0.24.0 (#5167) 
Signed-off-by: betta18 <jiangmengyu1@huawei.com>
Signed-off-by: jiangmengyu18 <56633611+jiangmengyu18@users.noreply.github.com>
Co-authored-by: betta18 <jiangmengyu1@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-07-27 22:41:34 +08:00