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424fa3fcfcbadbd2e5de64e663014c86ed0dd388
Commit Graph
721 Commits
Author SHA1 Message Date
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
Samit 083b5e363f [Diffusion] Support LoRA in step-wise execution (#3639) 
Signed-off-by: samithuang <285365963@qq.com>
 2026-05-20 22:26:18 +08:00
bjf-frzandbjf-frz 5cf4605bf9 [Bugfix]Fix distributed stage0 multimodal cache routing (#3740) 
Signed-off-by: bjf-frz <240110042+bjf-frz@users.noreply.github.com>
Co-authored-by: bjf-frz <240110042+bjf-frz@users.noreply.github.com>
 2026-05-20 15:31:41 +08:00