Commit Graph
50 Commits
Author SHA1 Message Date
dengyunyang 8d34d3b5de [Perf][Hunyuan] Optimize for vae and patch_embed (#6306)
Signed-off-by: dengyunyang <584797741@qq.com>
2026-08-20 16:29:21 +00:00
Yukim1andzwhzzz0821 0a1846aa45 [Diffusion] Add native KV cache initialization and Scheduler-managed block allocation (#6094)
Signed-off-by: zwhzzz0821 <zwhzzz0821@users.noreply.github.com>
Co-authored-by: zwhzzz0821 <zwhzzz0821@users.noreply.github.com>
2026-08-18 07:00:24 +00:00
6ae7ff7846 [Diffusion] Prepare HunyuanImage3 for Scheduler-managed paged KV cache (#5541)
Signed-off-by: zwhzzz0821 <zwhzzz0821@users.noreply.github.com>
Co-authored-by: zwhzzz0821 <zwhzzz0821@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-08-10 08:48:56 +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
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
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
84bbd57e4d [Feature] Add AllGather-KV sequence-parallel attention str… (#4968)
Signed-off-by: zhuhh97 <zhuhonghan@huawei.com>
Signed-off-by: dph97 <nenbaying@163.com>
Signed-off-by: zhuhh97 <zhh@unknown>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: dengyunyang <584797741@qq.com>
2026-07-24 14:45:26 +00:00
Yang_wdrs 8927ec057c [Refactor][1/N]diffusion/cache: cache-dit (#5226)
Signed-off-by: yangjianjuan <66548561+yangjianjuan@users.noreply.github.com>
2026-07-24 22:42:45 +08:00
e39f4dddfb [Refactor]: clean up diffusion scheduler interfaces (#5216)
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>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-07-22 14:05:49 +08:00
f84f0e72fd [Bug Fix] Hunyuan image cfg bugfix (#4752)
Signed-off-by: zhuhh97 <zhuhonghan@huawei.com>
Signed-off-by: dph97 <nenbaying@163.com>
Co-authored-by: zhuhh97 <z00806815@gmail.com>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-07-15 13:08:15 +08:00
bjf-frz 1a4a042a83 [REFACT]Refactor diffusion outputs to payload metadata (#4922)
Signed-off-by: bjf-frz <frz123db@gmail.com>
2026-07-14 17:24:03 +08:00
TaffyOfficialandzuiho 66ec3a2aff [Bugfix] Fix HunyuanImage3 MoE groups for vLLM 0.24 (#4893)
Signed-off-by: zuiho <2324465096@qq.com>
Co-authored-by: zuiho <2324465096@qq.com>
2026-07-05 15:37:42 +00:00
Renzheng Wang 02d654760f [BugFix] Drop removed get_cache_scale call in HunyuanImage3 diffusion loader (#4892)
Signed-off-by: wangrzneu <wangrzneu@gmail.com>
2026-07-05 09:50:43 +00:00
Jiaqian Liu a25636d780 [NPU] Fix HunyuanImage3 MoE EP+SP parallel mapping (#4344)
Signed-off-by: Celeste-jq <591998922@qq.com>
2026-07-02 04:14:12 +00:00
JiangJie ZhangandSamit c45ac74d43 [Core][Frontend] Support request-level batching for diffusion pipelines (#4079)
Signed-off-by: jader <yjader@foxmail.com>
Co-authored-by: Samit <285365963@qq.com>
2026-06-29 18:09:19 +02:00
Alex Brooks 6ff246bf3c [Cache Refactor 1/N] Simplify CacheDiT Integration (#2527)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-06-20 08:30:44 +08:00
Nick CaoandClaude e957d16f8d [Refactor] Migrate existing pipelines to use SupportsComponentDiscovery for offload discovery (#3076)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-06-17 21:33:06 +08:00
dengyunyang a86c333c7e [Perf][HunyuanImage] remove sync logic (#4401)
Signed-off-by: dengyunyang <584797741@qq.com>
2026-06-16 05:28:51 +08:00
ae937320ff [Feature] Add HunyuanImage3 DiT grouped step batching (#4041)
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Signed-off-by: zuiho <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-06-15 20:36:41 +08:00
Ting FU 6c6fde3e6d [BugFix] Fix HunyuanImage3 size match issue (#4416)
Signed-off-by: Semmer <semmer@live.cn>
2026-06-15 09:36:39 +08:00
Zhou Taichang 7b837944a1 [Rebase] Rebase to vllm 0.23.0 (#4286)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
2026-06-13 16:43:02 +00:00
Ting FU 1be1a71156 [Model] Add more resolution support for HunyuanImage3.0 (#4004)
Signed-off-by: Semmer <semmer@live.cn>
2026-06-12 14:44:00 +08:00
dengyunyang eb964dcec5 [HunyuanImage][Perf] opt prepare_attention_mask for e2e latency 6% reduction (#4333)
Signed-off-by: dengyunyang <584797741@qq.com>
2026-06-11 19:06:22 +08:00
Jianbao Huang 6cefe91370 [Perf] Enable fused RMSNorm for HunyuanImage3 (#3959) 2026-06-05 07:41:56 +00:00
Yaegaki1Erikaandreandeng 84569280b1 [Bugfix]Fix HunyuanImage3 conditional image and prompt kwargs alignment (#4145)
Signed-off-by: reandeng <reandeng@tencent.com>
Signed-off-by: Yaegaki1Erika <70182590+Yaegaki1Erika@users.noreply.github.com>
Co-authored-by: reandeng <reandeng@tencent.com>
2026-06-05 12:47:25 +08:00
dengyunyang 469c1dc87e [HunyuanImage3.0][Performance][Optimazation]Adjust perf config (#4149)
Signed-off-by: dengyunyang <584797741@qq.com>
2026-06-04 22:54:46 +08:00
Canlin Guo ce69eb35e9 [Refactor] Refactor HunyuanImage3 SigLIP2 ViT to vLLM layers (#3297)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
2026-06-03 17:51:06 +08:00
zzh ffd9771c54 Fix hunyuan resolve stop token ids (#3896)
Signed-off-by: zzh <943967662@qq.com>
2026-05-31 07:47:36 +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
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
Y. Fisherandzzh 29179599fc [Feat] Enable VAE parallel in HunyuanImage3 (#3091)
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
Signed-off-by: zzh <943967662@qq.com>
Co-authored-by: zzh <943967662@qq.com>
2026-05-20 09:55:33 +08:00
lyj-jjjandCursor 821286794f [HY-Imgae3.0] support hunyuan image3 dit fa-fp8 on npu (#3540)
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-18 09:35:30 -07:00
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
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
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
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
dengyunyang 857356d5b7 [Feature] hunyuanimage support flash attn (#2981)
Signed-off-by: dengyunyang <584797741@qq.com>
2026-05-10 22:08:24 +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
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
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
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
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
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
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
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
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
Y. Fisher 50ae1de7da [Feature] HunyuanImage3 allow guidance_scale<=1 in DiT stage (#2762)
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
2026-04-15 15:54:38 +08:00
TaffyOfficial 1ad726f495 [Fix] HunyuanImage-3.0: unify naming hunyuan_image_3 → hunyuan_image3 (#2712) 2026-04-14 21:53:47 -07:00