Commit Graph
283 Commits
Author SHA1 Message Date
3f63aaf982 [Feature] HunyuanImage-3.0 IT2I: multi-image input + prompt API cleanup (#3444)
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Signed-off-by: TaffyOfficial <wu15922848573@outlook.com>
Signed-off-by: skf1999 <13234016272@163.com>
Signed-off-by: zuiho <2324465096@qq.com>
Signed-off-by: Claude Code <noreply@anthropic.com>
Signed-off-by: zuiho <wu15922848573@outlook.com>
Signed-off-by: TaffyOfficial <2587297563@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <wu15922848573@outlook.com>
Co-authored-by: skf1999 <13234016272@163.com>
2026-05-14 16:58:40 +08:00
vraitiandClaude Opus 4.6 9de9d1f7b5 [Model] Add TP-aware MistralEncoder for FLUX.2-dev TP (#2465)
Signed-off-by: vraiti <vraiti@redhat.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-05-13 12:33:55 -07:00
dengyunyang efd955674b [Bugfix][HunyuanImage3.0] Fix KV reuse compatibility in SP scenarios (#3546)
Signed-off-by: dengyunyang <584797741@qq.com>
2026-05-13 22:40:18 +08:00
Zeng Chuang 16a84b29d5 [Bugfix] Add bot_task option of think_recaption for hunyuanimage3 it2i (#3551)
Signed-off-by: zengchuang <zengchuang3@huawei.com>
2026-05-13 22:10:35 +08:00
hxhhhlalalaandhyh_hh a715abd447 [NPU][Quant] Add W8A8 MXFP8 online/offline quantization support for Wan2.2 T2V / I2V / TI2V inference on Ascend NPU (#3140)
Signed-off-by: hyh_hh <huyinghong1@huawei.com>
Co-authored-by: hyh_hh <huyinghong1@huawei.com>
2026-05-13 17:14:42 +08:00
56ca7dd612 support online FP8 quantization for FA on NPU #2236 (#2640)
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
2026-05-13 11:46:00 +08:00
dengyunyangandHongsheng Liu 0d91fbbbb7 [Bugfix] Align the AR and DiT prompt formatting across both online and offline modes. (#3516)
Signed-off-by: dengyunyang <584797741@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-05-12 12:13:30 +08:00
Lancer 955fcff828 [Chore] explicit .float() conversion in Helios's optimized_scale function (#3529)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
2026-05-12 02:08:28 +00:00
Y. Fisher a33e2eb588 [Config] Add HunyuanImage3 deploy configs (#3172)
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
Signed-off-by: Y. Fisher <yukexiong1@huawei.com>
2026-05-11 22:49:19 +08:00
汪志鹏 c9a8556c24 [New Model]: Add sensenova u1 support (#3319)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
2026-05-11 22:19:00 +08:00
wuhang 3f27ffbd4d [Misc] Clean logs for image gen task (#3414)
Signed-off-by: wuhang <wuhang6@huawei.com>
2026-05-11 12:16:05 +00:00
Canlin Guo 5e263b6929 [BugFix] Rename attention_config to diffusion_attention_config (#3489)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
2026-05-11 11:27:35 +08:00
dengyunyang 857356d5b7 [Feature] hunyuanimage support flash attn (#2981)
Signed-off-by: dengyunyang <584797741@qq.com>
2026-05-10 22:08:24 +08:00
Canlin GuoandHongsheng Liu 11c4c7f0ff [Diffusion][Attention] Support per-role attention backend via CLI (#2681)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-05-10 11:59:05 +08:00
baonudesifeizhaiandroG0d c4a0990044 (Phase 1)Add ModelOpt FP8 auto-detect support for diffusion checkpoints #2709 (#2913)
Signed-off-by: roG0d <rodgarcas98@gmail.com>
Signed-off-by: roG0d <baonudesifeizhai@gmail.com>
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Co-authored-by: roG0d <rodgarcas98@gmail.com>
2026-05-09 16:55:05 +08:00
Lancer de3a291710 [Bugfix] fix OmniGen2 offload and dtype mismatch (#2560)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Signed-off-by: Lancer <402430575@qq.com>
2026-05-09 09:13:37 +08:00
Yueqian Lin c2a624bec4 [Bugfix][StableAudio] Pass model_class_name to Omni() and declare audio class attrs (#3405)
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
2026-05-09 06:40:43 +08:00
Nick CaoandClaude 65bc968465 [Refactor] Rename SupportsModuleOffload to SupportsComponentDiscovery (#3354)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-05-08 14:16:49 +00:00
Ayush AgarwalandHongsheng Liu b968373c88 enhancement: extend to dmd2 to image generation + add flux, qwen image pipelines (#2974)
Signed-off-by: ayushag <ayushag@nvidia.com>
Signed-off-by: Ayush Agarwal <ayushag@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-05-08 21:37:57 +08:00
zdobaanddaixinning c83cd45069 [Feat] Add Sequence Parallelism (USP) support for HunyuanVideo 1.5 transformer (#2444)
Signed-off-by: daixinning <daixinning@163.com>
Co-authored-by: daixinning <daixinning@163.com>
2026-05-08 21:20:03 +08:00
dengyunyang 5b61e7f1f1 [Feature][Hunyuan image 3.0] AR + DIT with kv reuse. (#3346)
Signed-off-by: dengyunyang <584797741@qq.com>
2026-05-08 20:51:46 +08:00
Alex BrooksandGao Han ce8a7dfd2d [Bugfix] Fix Dtype Crashes in SD3 (#2526)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
2026-05-08 16:05:38 +08:00
lsyyyyyand汪志鹏 32663f21d5 [Feat] support hsdp for Bagel (#3150)
Signed-off-by: siyuan.lei <siyuanlei37@gmail.com>
Signed-off-by: lsyyyyy <siyuanlei37@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
2026-05-08 15:20:42 +08:00
Nick Cao e6466cf0e6 [Refactor] Replace and ban a few torch.cuda functions in favor of torch.accelerator replacements. (#3365)
Signed-off-by: Nick Cao <ncao@redhat.com>
2026-05-07 23:23:59 +08:00
Canlin Guo 4a24a517ab [BugFix] Probe __dict__ instead of hasattr when patching WanRMS_norm (#3400)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
2026-05-07 11:54:16 +08:00
dengyunyang 3c85ca5536 [bugfix][hunyuaniamge] Fix parameter issue introduced during PR #3107 rebase (#3395)
Signed-off-by: dengyunyang <584797741@qq.com>
2026-05-07 02:03:21 +00:00
Yueqian Lin 687a44e5c8 [Bugfix][OmniVoice] Read voice-cloning fields from OmniTextPrompt in offline path (#3392)
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
2026-05-07 06:17:57 +08:00
0a8204cb81 [Quantization] Redo Z-Image text encoder FP8 online quantization (#3279)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
2026-05-06 16:37:36 +00:00
576afb6f53 [Feature] HunyuanImage-3.0 IT2I (image editing) support (#3107)
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Signed-off-by: zuiho <2324465096@qq.com>
Signed-off-by: skf1999 <13234016272@163.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: dengyunyang <584797741@qq.com>
Co-authored-by: John Liu BUAA <liukecheng97@gmail.com>
2026-05-06 22:37:39 +08:00
dengyunyang 369a47d5a1 [Hunyuanimage-3.0] Accuracy fix (#3373)
Signed-off-by: dengyunyang <584797741@qq.com>
2026-05-06 07:31:11 +00:00
fywc 9f81a0a4b0 [Feat] support HSDP for DreamID-Omni (#3138)
Signed-off-by: hanzheli <hanzheli@kuaishou.com>
Signed-off-by: fywc <hanzheli@kuaishou.com>
2026-05-06 13:09:39 +08:00
Chendi.XueandHongsheng Liu 4e41b7bc23 Enable Wan2.2-S2V modeling to vLLM-omni (#2751)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-05-06 08:03:48 +08:00
e49fbd8a2d [Feat] DiffusionEngine Support async batch infer (#2729)
Signed-off-by: Semmer <semmer@live.cn>
Signed-off-by: jader <yjader@foxmail.com>
Signed-off-by: asukaqaq-s <1311722138@qq.com>
Co-authored-by: asukaqaq-s <1311722138@qq.com>
Co-authored-by: jader <yjader@foxmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
2026-05-06 09:47:13 +12:00
44cde33eb5 [Bugfix][HunyuanImage3] Fix offline AR garbage output by switching to Instruct chat template (#3243)
Signed-off-by: zuiho <wu15922848573@outlook.com>
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Signed-off-by: zuiho-kai <31877877+zuiho-kai@users.noreply.github.com>
Signed-off-by: zuiho <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: zuiho-kai <31877877+zuiho-kai@users.noreply.github.com>
2026-05-06 00:31:02 +08:00
Juan Pablo ZuluagaandJuanPZuluaga b64ab05d09 [TTS][SpeakerCacheManager] A global speaker cache manager for Voice Cloning (#2630)
Signed-off-by: JuanPZuluaga <juanz9312@gmal.com>
Co-authored-by: JuanPZuluaga <juanz9312@gmal.com>
2026-05-05 10:53:45 -04:00
boatmanandsphinxkkkbc a0918ce583 [Feat]add cpu-offload/layerwise-offload for stable-audio-open & fix output inconsistency with same seed (#2909)
Signed-off-by: sphinxkkkbc <binchengkang8@gmail.com>
Co-authored-by: sphinxkkkbc <binchengkang8@gmail.com>
2026-05-05 10:49:57 -04:00
Zeyu Huang | 黃澤宇andCopilot Autofix powered by AI f19891e4f1 [bugfix][CI] Diffusers backend update (#3096)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Signed-off-by: Zeyu Huang | 黃澤宇 <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
2026-05-05 20:54:39 +08:00
d0b531520d [Performance CI ]Hunyuan Image 3.0 DIT bench test (#2495)
Signed-off-by: zhou zhuoxin <zhouzhuoxin1508@outlook.com>
Signed-off-by: dengyunyang <584797741@qq.com>
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Signed-off-by: ChenZhao <bounty-hunter@users.noreply.github.com>
Signed-off-by: zuiho <2324465096@qq.com>
Co-authored-by: zhou zhuoxin <zhouzhuoxin1508@outlook.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-authored-by: TaffyOfficial <2587297563@qq.com>
2026-05-05 20:05:46 +08:00
c708aecb18 [Diffusion] [Model] Support AudioX (#2077)
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
Signed-off-by: Zhang <jianmusings@gmail.com>
Signed-off-by: Zhang <zhang.jian@u.nus.edu>
Signed-off-by: Zhang Jian <e0322744@u.nus.edu>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Zhang Jian <e0322744@u.nus.edu>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
2026-05-04 10:24:35 -04:00
Lancer bb69cbc9f1 [Perf] Optimize RMSNorm in Z-Image (#3304)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
2026-05-04 17:34:43 +08:00
Lancer 4c06bb09ed [Feat] ERNIE image model (T2I) (#2861)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
2026-05-03 15:53:28 +08:00
Nick CaoandClaude 9de3806624 [Cleanup] Extract shared SinusPositionEmbedding/DiTTimestepEmbedding/timestep_embedding layer (#3285)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-05-01 20:19:42 +08:00
汪志鹏 77e1e5c01c [BugFix][Bagel]: Fix vLLM-Omni as rollout bug: number of trajectory_latents count less (#3258)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
2026-05-01 00:15:16 +08:00
Hongsheng Liu 7fc528f7a9 Revert "[Quantization] Enable FP8 online quantization for Z-image text encoder" (#3272) 2026-04-30 15:08:17 +08:00
Isotr0py ac66282746 [Quantization] Enable FP8 online quantization for Z-image text encoder (#1338)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-04-30 14:12:01 +08:00
Zhou TaichangandYuanheng Zhao 7f2b1e9386 [Rebase] Rebase to vllm 0.20.0 (#3232)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Co-authored-by: Yuanheng Zhao <54058983+yuanheng-zhao@users.noreply.github.com>
2026-04-30 09:56:59 +12:00
4c2bea782e Fix "Add online serving to Stable Audio Diffusion and introduce v1/audio/generate endpoint" (#1794)
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
2026-04-28 18:06:57 +00:00
yangkun.zhuandwangbolun 0016006974 [Model] Add InternVLA-A1 offline inference support (#2737)
Signed-off-by: zhuyangkun <zyk_120403228@163.com>
Signed-off-by: bl-wang1 <918395762@qq.com>
Co-authored-by: wangbolun <918395762@qq.com>
2026-04-27 02:28:07 -07:00
755a2d9d96 [Feat] support layerwise offload for Bagel (#2734)
Signed-off-by: Nick Cao <ncao@redhat.com>
Signed-off-by: siyuan.lei <siyuanlei37@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
2026-04-25 15:44:56 +08:00
jiangmengyu18andbetta18 c174c95ab0 [NPU] [Quant] Support HunyuanImage3 offline quantization with vLLM-Ascend on diffusion path (#2979)
Signed-off-by: betta18 <jiangmengyu1@huawei.com>
Signed-off-by: jiangmengyu18 <56633611+jiangmengyu18@users.noreply.github.com>
Co-authored-by: betta18 <jiangmengyu1@huawei.com>
2026-04-25 06:14:01 +00:00