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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
rein yang 1c876f0cd1 [Perf] Trim Code2Wav CUDA Graph buckets for Qwen3-TTS single-GPU deploy (#3932) 
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
 2026-05-28 17:26:57 +08:00
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
WeiQing Chen 0e3bf4de8e [Doc] Reduce browser memory usage for docs (#3870) 
Signed-off-by: David Chen <530634352@qq.com>
 2026-05-28 15:42:09 +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
JackyLiu 168033cac0 [Bugfix] Remove duplicate ffmpeg options in random video generation (#3923) 
Signed-off-by: JLiu4Coding <lzwgre@126.com>
 2026-05-28 14:57:59 +08:00
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
Juan Pablo ZuluagaJuanPZuluagaYueqian Lin
 		0f3264a9c0 [Perf][Bugfix] cache hot buffers in qwen3_tts talker; fall back on evicted state (#3688) 
Signed-off-by: JuanPZuluaga <juanz9312@gmal.com>
Co-authored-by: JuanPZuluaga <juanz9312@gmal.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-05-28 05:45:54 +00:00
BeatSeat dab596e468 [Refactor] Unify Snake/SnakeBeta and alias-free activation into common modules (#3886) 
Signed-off-by: BeatSeat <wendavid552@gmail.com>
 2026-05-27 23:41:35 -05:00
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
SYLARfrauttauteffasuZhang Jian
 		373d3c7476 [Blackwell] Add CUDNN_ATTN and FLASHINFER_ATTN backends for diffusion (auto-route) (#3079) 
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: Zhang <jianmusings@gmail.com>
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
Co-authored-by: frauttauteffasu <247219357+frauttauteffasu@users.noreply.github.com>
Co-authored-by: Zhang Jian <jianmusings@gmail.com>
 2026-05-28 11:09:25 +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
Yuanheng Zhao 39705f9ee8 [Feat] Support online quantization (fp8/int8) for DreamID-Omni (#3902) 
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
 2026-05-28 02:31:58 +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
rongfu.leng 6ea66f8ed0 fix image edit docs about use error image url (#3873) 
Signed-off-by: rongfu.leng <lenronfu@gmail.com>
 2026-05-28 01:29:57 +00:00
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
akshatvishu 1f3a3e3848 Fix Ovis image text encoder dtype (#3876) 
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
 2026-05-28 08:21:37 +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
Zheng WengangClaude Opus 4.6Yuanheng Zhao
 		a698269e47 [Model] Add Ming-flash-omni-2.0 Image Generation (Diffusion) Stage (#2875) 
Signed-off-by: ZhengWG <zwg0606@gmail.com>
Signed-off-by: Zheng Wengang <zwg0606@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Yuanheng Zhao <54058983+yuanheng-zhao@users.noreply.github.com>
 2026-05-27 23:21:20 +08:00
JohnJan 36dc32ff81 [Feature] support SP for FLUX.2-dev (#3244) 2026-05-27 20:43:02 +08:00
Aleksi Vesanto 9abf9545df [ROCm] Add support for AITER GroupNorm (#3419) 
Signed-off-by: Aleksi Vesanto <avesanto@amd.com>
 2026-05-27 11:33:17 +00:00
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
rongfu.lengandPeter Pan c349f62839 [Feat] opt qwen image model load use ColumnParallelLinear replace ReplicatedLinear (#3875) 
Signed-off-by: rongfu.leng <lenronfu@gmail.com>
Co-authored-by: Peter Pan <Peter.Pan@daocloud.io>
 2026-05-27 09:02:17 +00:00
WeiQing ChenandSYLAR 41cb6378a2 [Perf] Trim HunyuanVideo encoder padding tokens (#3844) 
Signed-off-by: david6666666 <530634352@qq.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
 2026-05-27 14:17:10 +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
Dnoob a3802d1e5c [Doc][Benchmark] Rewrite benchmarks/README.md as repo-wide index (#1939) 
Signed-off-by: root <Dnoob>
Signed-off-by: Dnoob <dxpouo@gmail.com>
 2026-05-26 16:13:31 -10:00
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
Dan 1f1c82ecdd [BugFix] Fix Qwen3-TTS Code2Wav compatibility with transformers >= 5.9.0 (#3880) 
Signed-off-by: Dan250124 <416947747@qq.com>
 2026-05-26 16:24:43 +00:00
Zeng Chuang e459fdb30a [bugfix] fix default deploy config in hunyuan_image offline example (#3879) 
Signed-off-by: zengchuang <zengchuang3@huawei.com>
 2026-05-26 15:15:21 +00:00
WeiQing Chen 9322cc6176 [Docs] Strengthen diffusion perf optimization quality gate (#3851) 
Signed-off-by: david6666666 <530634352@qq.com>
 2026-05-26 14:18:03 +00:00
Hongsheng Liu abc31731ab Update CUDA Docker base image to vLLM v0.21.0 (#3859) 
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
 2026-05-26 21:00:06 +08:00
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