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946a6fddd5aff46700281a38eb2caa3323f0b88c
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723 Commits
Author SHA1 Message Date
princeprideYufeng ZhuCursor
 		946a6fddd5 Fix MoT RMSNorm for vLLM 0.21 
Use the vLLM IR RMSNorm op after the legacy layernorm helper was removed, keeping MoT fused paths unchanged while restoring BAGEL compatibility.

Co-authored-by: Yufeng Zhu <yzhu802@gatech.edu>
Co-authored-by: Cursor <cursoragent@cursor.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-05-29 02:34:52 +00:00
Yufeng Zhu 30297b8f30 Relax pixel tolerance to 15 to account for Triton kernel numerical drift 
Signed-off-by: Yufeng Zhu <yzhu802@gatech.edu>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-05-29 02:34:52 +00:00
Yufeng Zhu 424fa3fcfc Address review comments (benchmark logs, ids, and design comments) 
Signed-off-by: Yufeng Zhu <yzhu802@gatech.edu>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-05-29 02:34:52 +00:00
Zhengyuan SuandClaude Opus 4.6 e1834ab19b [Enhancement] Fix SP path for MoT fused kernels, address review feedback 
Rebase MoT fused kernels (PR #1328) onto current main and fix issues:

- Rewrite _forward_sp_gen() to use MoT unified API instead of deleted
  *_moe_gen layers (qkv_proj_moe_gen, o_proj_moe_gen, q_norm_moe_gen,
  k_norm_moe_gen), which caused AttributeError when SP was active
- Parameterize bias in MoT kernel tests (ZJY0516 review feedback)
- Add configs/ directory with README documenting the 3-tier config
  loading mechanism (ZJY0516 review feedback)

Signed-off-by: Zhengyuan Su <su.zhengyuan@u.nus.edu>
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-05-29 02:34:52 +00:00
汪志鹏 b52da5455f Add pytest markers for core model and diffusion tests 
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-05-29 02:34:52 +00:00
汪志鹏 5958b01ff7 Add pytest markers for core model and diffusion tests 
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-05-29 02:34:51 +00:00
Yufeng Zhu f9ba582747 enhancement: add mot fused kernels and benchmarks 01 
Signed-off-by: Yufeng Zhu <yzhu802@gatech.edu>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-05-29 02:34:51 +00:00
mglyn ee212d12b1 [CI][Bugfix] Add request id to LTX2.3 CFG parallel test (#3934) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-05-28 17:26:16 +08:00
Nick CaoandClaude c20afebce4 [Refactor][Qwen3-TTS] Construct speech tokenizer encoder natively (#3360) 
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-05-28 16:20:49 +08:00
Liang Lv b72ffb82bb [AutoRound] Support GLM-Image W4A16 quantization model (#3059) 
Signed-off-by: lvliang-intel <liang1.lv@intel.com>
 2026-05-28 07:19:06 +00:00
JiangJie Zhang 6fa9dbbe42 [Diffusion] Unify diffusion request identity on request_id (#3744) 
Signed-off-by: jader <yjader@foxmail.com>
 2026-05-28 14:56:56 +08:00
blondeandClaude Opus 4.6 beb00fce31 [Doc] Refine vace offline inference example README (#3584) 
Signed-off-by: blondeCS <1580754914@qq.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-05-28 14:45:45 +08:00
NATURE 3a347b10b0 [3/5][core]refactor communication layer: PR 3 of 5, all other models in non async mode (#3719) 
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
 2026-05-28 14:06:41 +08:00
mglyn 2b999429c4 [Feature] Add cfg-parallel for LTX-2.3 (#3905) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-05-28 04:36:33 +00:00
WeiQing Chen 6031c7d393 [CI] Add HunyuanVideo 1.5 X2V accuracy tests (#3852) 
Signed-off-by: david6666666 <530634352@qq.com>
 2026-05-28 11:09:45 +08:00
Chendi.Xue 1903cee56a [MXFP8][XPU] enable mxfp8 using vLLM main repo method (#3782) 
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
 2026-05-28 02:47:22 +00:00
NumberWanandHongsheng Liu 8766c0c59f [Perf] Bagel Performance Nightly CI test (#2175) 
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-05-28 09:41:46 +08:00
Ziming Huangandtzhouam 220ce0b4ea [Test] Add long text output correctness test for Qwen3-Omni (#3539) 
Signed-off-by: ZeldaHuang <hzm414167@alibaba-inc.com>
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: tzhouam <tzhouam@connect.ust.hk>
 2026-05-28 08:27:29 +08:00
LancerandAlicia 5c3c81920b [Bugfix] Ensure stage and diffusion subprocesses exit when parent dies unexpectedly (#3751) 
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com>
 2026-05-28 08:22:04 +08:00
Sy03andYueqian Lin d37912b071 [TTS][Perf] Optimize Fish Speech S2 Pro high-concurrency serving (#3773) 
Signed-off-by: Sy03 <1370724210@qq.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-05-27 13:25:49 -05:00
Hacoandzzhuoxin1508 37eebff674 [BugFix] Fix diffusion parallel_config YAML override and add deploy config field allowlist (#3483) 
Signed-off-by: xiaohajiayou <923390377@qq.com>
Co-authored-by: zzhuoxin1508 <zzhuoxin1508@users.noreply.github.com>
 2026-05-28 01:00:32 +08:00
JohnJan 36dc32ff81 [Feature] support SP for FLUX.2-dev (#3244) 2026-05-27 20:43:02 +08:00
bjf-frzandHongsheng Liu c33ef34654 [Bugfix]Fix Hunyuan Image3 denoise flow alignment (#3857) 
Signed-off-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-05-27 19:18:01 +08:00
JasonandZeyu Huang | 黃澤宇 753508fe02 [Bugfix] Fix Qwen-Image-Edit-2511 TeaCache zero_cond_t handling (#3219) 
Signed-off-by: JasonJ2021 <jasonj@zju.edu.cn>
Signed-off-by: Jason <72191212+JasonJ2021@users.noreply.github.com>
Co-authored-by: Zeyu Huang | 黃澤宇 <11222265+fhfuih@users.noreply.github.com>
 2026-05-27 11:06:18 +08:00
TaffyOfficialandTaffyOfficial 3c48257f8d [Feat][HunyuanImage3] Stream AR text for IT2I image edits (#3723) 
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
 2026-05-27 12:27:11 +12:00
lyj-jjjCursorHongsheng Liu
 		283873411a glm-image: fix(npu)per-stage runtime env for HCCL ports + GLM-Image NPU stage config (#3235) 
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-05-27 12:18:47 +12:00
mglyn 385df0359e [BugFix] Fix LTX-2.3 audio latent padding for sequence parallelism (#3854) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-05-26 08:45:38 +00:00
dengyunyang 36eb8afba5 [HunyuanImage][End2End Performance CI] Add hunyuan end2end test (#3849) 
Signed-off-by: dengyunyang <584797741@qq.com>
 2026-05-26 16:45:05 +08:00
bjf-frz ec94e83a25 [CI][Bugfix]Fix Wan2.2 I2V reference image upload (#3869) 
Signed-off-by: bjf-frz <frz123db@gmail.com>
 2026-05-26 16:23:28 +08:00
Zheng WengangandHongsheng Liu cad25fa20c [CI] Add nightly-ci for multi-stage deployment (#3610) 
Signed-off-by: ZhengWG <zwg0606@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-05-26 11:16:43 +08:00
NumberWan 11a951b962 [BugFix]: CUDA device-side assert failures on single-stage BAGEL i2i requests (#3680) 
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
 2026-05-26 03:01:10 +00:00
Didan DengandGao Han 410a6a20b0 [Test] Qwen-Image Perf Test with High Concurrency (#2822) 
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-05-26 02:56:01 +00:00
Yuekai ZhangClaude Opus 4.7Yueqian Lin
 		8f45e68bcd [Higgs-Audio] bosonai/higgs-audio-v2-generation-3B-base TTS model support (#3762) 
Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-05-25 23:16:07 +08:00
rongfu.leng 80dea88007 [Bugfix] fix when diffusion model not set sleeping_stages (#3023) 
Signed-off-by: rongfu.leng <lenronfu@gmail.com>

thanks
 2026-05-25 23:13:38 +08:00
Yueqian LinandRein Yang e996723bc9 [Bugfix] Fix Qwen3-TTS Stage 0 prefix-caching correctness (#3665) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
Co-authored-by: Rein Yang <ruiruyang2@gmail.com>

the ci failure case is irrelavent to this PR and occurs rarely
 2026-05-25 23:09:38 +08:00
zzh 9a37ca83d4 Add hunyuan online accuracy test (#3795) 
Signed-off-by: zzh <943967662@qq.com>
 2026-05-25 11:03:39 +08:00
Alex Brooks cc0e15ba57 [Bugfix] Fix LTX2 CacheDiT Integration (#3621) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-05-24 21:55:34 +08:00
BeatSeatandYueqian Lin 28ce618f0e [Model] Add GLM-TTS text-to-speech model support (#3141) 
Signed-off-by: BeatSeat <wendavid552@gmail.com>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-05-24 05:42:26 +08:00
amy-why-3459andHongsheng Liu 748470c1fb [BugFix] code2wav supports disabling CUDA graph. (#3732) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-05-24 00:05:55 +08:00
fywc d01eaca39a [Feat] support cache-dit for DreamID-Omni (#3265) 
Signed-off-by: hanzheli <hanzheli@kuaishou.com>
Signed-off-by: fywc <hanzheli@kuaishou.com>
 2026-05-23 08:09:33 +08:00
Yueqian Lin 4e4458e7bf [Bugfix][CI] Run Whisper validation on CPU for single-GPU runners (#3822) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-05-23 11:46:14 +12:00
univa-HARRYClaude Sonnet 4.6Yueqian Lin
 		e7644daa7f [Perf] [OmniVoice] Triton kernel fusion + CUDA Graph acceleration (#3336) 
Signed-off-by: univa-HARRY <harry@univa.co.kr>
Signed-off-by: Harry <harry@univa.co.kr>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-05-22 13:12:47 +00:00
Alex Brooks 23e243378f [Bugfix] Set separate CFG flag in Helios for CacheDiT (#3756) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-05-22 19:56:41 +08:00
ANHDYandwangmengdi 28467dc19a [feature]: support Hidream-I1-Full model (#2572) 
Signed-off-by: wangmengdi <160612767@qq.com>
Co-authored-by: wangmengdi <wangmengdi@cmss.chinamobile.com>
 2026-05-22 15:23:03 +08:00
Zeng ChuangandClaude Opus 4.7 f0af3ab200 [BugFix] Fix prefer_model_sampler token history in async scheduling (#3681) 
Signed-off-by: zengchuang <zengchuang3@huawei.com>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-22 14:29:46 +08:00
Samit 8e937400dc Fix OmniDiffusionConfig master_port selection for parallel launches (#3803) 2026-05-22 11:12:29 +08:00
baonudesifeizhai 076c34abfb （Phase 2）Add ModelOpt mixed FP8/NVFP4 support for image generation (#3570) 
Signed-off-by: roG0d <baonudesifeizhai@gmail.com>
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
 2026-05-22 10:39:10 +08:00
Yuanheng Zhao 2bc9cb7f13 [Feat] Support online quantization (fp8/int8) for LTX-2 (#3700) 
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
 2026-05-21 19:52:21 +08:00
Liang Lvhxhhhlalalahyh_hh
 		8297570c2b [AutoRound] Support WAN2.2 W4A16 quantization model (#3353) 
Signed-off-by: lvliang-intel <liang1.lv@intel.com>
Signed-off-by: hyh_hh <huyinghong1@huawei.com>
Co-authored-by: hxhhhlalala <hyh_hh@163.com>
Co-authored-by: hyh_hh <huyinghong1@huawei.com>
 2026-05-21 17:54:41 +08:00
Siyuan Kong 7d9d8aee79 [Bugfix] Fix qwen2_5_omni weight loading (#3598) 
Signed-off-by: ksiyuan <ksiyuan@umich.edu>
 2026-05-21 16:43:33 +08:00