Commit Graph
241 Commits
Author SHA1 Message Date
Ting FU 815abce2ba [BugFix] fix possible shape mismatch when using ROPE (#4655)
Signed-off-by: Semmer <semmer@live.cn>
2026-07-07 17:54:39 +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
Aleksi VesantoandWeiQing Chen 0455bffc37 [ROCm][Perf] Add ROCm support for MXFP4 (w4a4) online quantization (#4104)
Signed-off-by: Aleksi Vesanto <avesanto@amd.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
2026-07-03 13:17:32 +08:00
akshatvishu 04f400d36c [Bugfix] Report stepwise Qwen-Image profiler metrics (#4517)
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
2026-07-03 04:32:22 +00:00
Mu GuanLin 3023bc40c2 [Feature][Refactor] LTX-2.3 I2V Support, Public Examples, and Shared Pipeline Refactor (#4739)
Signed-off-by: mglyn <1203789601@qq.com>
2026-07-03 11:29:22 +08:00
CAICAII b443504d61 [Diffusion] Add Diffusers quantization config bridge (#3837)
Signed-off-by: CAICAIIs <3360776475@qq.com>
2026-07-03 03:06:44 +00:00
Jiaqian Liu f00caf35c4 [image][bugfix] Fix HunyuanImage3 bridge request batching (#4849)
Signed-off-by: Celeste-jq <591998922@qq.com>
2026-07-03 02:58:13 +00:00
Sean Gillen 431a7c71ac [Model] Cosmos3: Skip unused action conditioning frames (#4789)
Signed-off-by: Sean Gillen <sgillen@nvidia.com>
2026-07-03 01:45:44 +00:00
Zeyu Huang | 黃澤宇andHongsheng Liu 1b0de21c55 [Chore]: refactor out unused/redundant params in diffusion pipelines (#1235)
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-07-02 16:32:05 +02:00
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
Thanaji Rao Thakkalapelli 1788d76eb3 [Feature] Improve diffusion LoRA compatibility for SDXL (#4825)
Signed-off-by: Thanaji Rao Thakkalapelli <thanaji.rao.thakkalapelli@intel.com>
2026-07-01 23:41:16 +00:00
Alex BrooksandDidan Deng d526dc93e8 [Fix]: Set .transformer on SenseNova pipeline, warn if no .transformer in CacheDiT summary (#4326)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
2026-07-01 17:40:07 +00:00
Zhou Taichang a560ed184d [Rebase] Rebase to vllm v0.24.0 (#4709) 2026-06-30 19:41:06 +08:00
SYLAR bb8614595d [BugFix][Cosmos3] Pad sound latents so video+sound runs under sequence parallelism (#4678)
Signed-off-by: lishunyang12 <125541396+lishunyang12@users.noreply.github.com>
Signed-off-by: lishunyang <lishunyang12@163.com>
2026-06-30 17:23:36 +08:00
boatman 4028680b7e [Perf]: Fused RMSNorm+3D Rope kernel in Sensenova-U1 (#4669)
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
2026-06-30 16:32:47 +08:00
dd3a4d0a29 [Feat] Support CFG-Parallel For Sensenova-U1-8B-MoT (#4188)
Signed-off-by: sphinxkkkbc <binchengkang8@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: sphinxkkkbc <binchengkang8@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
2026-06-30 08:03:26 +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
Chendi.Xue 60ccadfbb6 [WAN_S2V] Enable HSDP for wan s2v (#4458)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
2026-06-28 06:27:58 +02:00
Rahul SteigerandHongsheng Liu 327e9dcaf2 [Feature] Spatially-sharded (SP) decode for the Wan VAE (#4620)
Signed-off-by: Rahul Steiger <rsteiger@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-06-27 09:01:25 +08:00
bmengkeandHongsheng Liu 329c98ff9d Wan2.2: Fix the bug of using cache-dit with ulysses in t2v and i2v (#3927)
Signed-off-by: Mengkejiergeli Ba <mengkejiergeli.ba@intel.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-06-25 15:15:59 +00:00
5db89b41c4 [Core] hunyuan-image prefetch kv (#4448)
Signed-off-by: z00806815 <zhuhonghan@huawei.com>
Signed-off-by: zhuhh97 <zhuhonghan@huawei.com>
Signed-off-by: dph97 <nenbaying@163.com>
Signed-off-by: zhh <zhh@users.noreply.github.com>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: zhuhh97 <zhuhh97@users.noreply.github.com>
2026-06-25 21:31:49 +08:00
WeiQing ChenandIanniu d94108693a [BugFix] Fix Wan2.2-VACE-Fun cache and serving lifecycle (#4667)
Signed-off-by: Ianniu <985683179yzy@gmail.com>
Signed-off-by: david6666666 <530634352@qq.com>
Co-authored-by: Ianniu <985683179yzy@gmail.com>
2026-06-25 11:20:58 +08:00
bjf-frz d612233bef [Bugfix][CI]Fix HSDP regional compile boundary (#4668)
Signed-off-by: bjf-frz <frz123db@gmail.com>
2026-06-25 02:52:52 +00:00
d71cacc74c [perf] avoid HunyuanImage3 timestep scalar sync (#4363)
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
2026-06-24 11:05:35 +08:00
MaciejBalaNVandHongsheng Liu 6dc4638a7e Fixed Cosmos3 regression (#4627)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-06-24 09:03:34 +08:00
3901ad8165 [feat] Streaming diffusion video generation output (#3737)
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>
2026-06-23 09:57:53 +00:00
TaffyOfficialandTaffyOfficial f4d922d8f6 [Bugfix][HunyuanImage3] Align AR RGB conversion with official semantics (#4502)
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
2026-06-22 16:09:03 +00:00
bjf-frz 2447740308 [Perf]perf: skip unused Cosmos3 I2V conditioning latents (#4614)
Signed-off-by: bjf-frz <frz123db@gmail.com>
2026-06-22 09:51:47 +00:00
WeiQing ChenandHongsheng Liu f0d7fe18f2 [Perf][Cosmos3] Optimize I2V conditioning transfer (8.63% faster x-inference) (#4467)
Signed-off-by: david6666666 <530634352@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-06-22 01:59:03 +00:00
Alex Brooksand汪志鹏 7ff11d8d0f [Perf/Fix] Reimplement Batched CFG Forward for Bagel (#4098)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
2026-06-22 07:37:21 +08:00
MaciejBalaNVandHongsheng Liu fc32d9fe6f Improve Cosmos3 v2v quality (#4514)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
2026-06-21 22:20:30 +08:00
Shin 1292c47804 [BugFix]Fix diffusion profile RPC None results (#4372)
Signed-off-by: yixiaoer <shin@yixiaoer.sg>
2026-06-21 17:14:21 +08:00
MaciejBalaNV a1e1ac0155 Cosmos3 transfer (#4379)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Signed-off-by: MaciejBalaNV <mbala@nvidia.com>
2026-06-21 09:59:18 +08:00
Zhengyuan Su (苏政渊)andClaude Opus 4.8 2d0b1d8a29 [Diffusion] add GR00T-N1.7 pipeline with OpenPI serving (#3798)
Signed-off-by: Zhengyuan Su <su.zhengyuan@u.nus.edu>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-20 11:45:26 +08:00
TJian e70822ed54 [ROCm] [CI] Fix diffusion test (#4574)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2026-06-20 08:31:39 +08:00
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
Kwokho TsuiandKwokho Tsui 7e152ca64b [Bugfix] Fix HSDP + FP8 online quantization compatibility (#4494)
Signed-off-by: Kwokho Tsui <kh_tsui@163.com>
Co-authored-by: Kwokho Tsui <kh_tsui@163.com>
2026-06-19 15:06:27 +08:00
amy-why-3459 f05e03aea8 [Perf][DreamZero]dreamzero supports CUDA graph, torch.compile, and DiT Caching. (#4213)
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
2026-06-19 14:24:37 +08:00
zhumingjue138 2d2258890b [CI] skip ci for issue 4537 (#4538)
Signed-off-by: zhumingjue <zhumingjue@huawei.com>
2026-06-18 17:53:34 +08:00
bjf-frz 14d70d9870 [Perf]Enable regional compile for Cosmos3 HSDP blocks (#4485)
Signed-off-by: bjf-frz <frz123db@gmail.com>
2026-06-18 16:54:05 +08:00
汪志鹏 f195e44bc1 [BugFix]: Fix Bagel generate_image denoising schedule (#4509) 2026-06-18 02:02:38 +00:00
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
64a5bb92de [Refactor] Omni Stage Runtime and Distributed Replica Control Plane (#3855)
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Chenguang ZHENG <645327136@qq.com>
2026-06-17 14:13:20 +08:00
Samit 5f5b77aa9c [BugFix][Qwen-Image] align txt_seq_lens RoPE width with padded embeds (#4474)
Signed-off-by: samithuang <285365963@qq.com>
2026-06-16 19:09:25 +08:00
46e0b71423 [Enhancement] Introduce High-Performance MoT (Mixture-of-Tokens) Kernels: Triton Implementation (#3960)
Signed-off-by: Yufeng Zhu <yzhu802@gatech.edu>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: Zhengyuan Su <su.zhengyuan@u.nus.edu>
Co-authored-by: Yufeng Zhu <yzhu802@gatech.edu>
Co-authored-by: Zhengyuan Su <su.zhengyuan@u.nus.edu>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-06-16 03:08:02 +00:00
Hongsheng Liu aff0af9754 [Refactor] Extract diffusion output formatting boundary (#4407)
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
2026-06-15 22:50:50 +08:00
Yuzhu Dong e2e79177db Support DROID policy server for Cosmos3 OpenPI (#4282)
Signed-off-by: yuzhud <yuzhudong@gmail.com>
2026-06-15 21:22:59 +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
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
Hongsheng Liu fa94f41807 [Bugfix] Surface all-rank diffusion RPC failures (#4403)
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
2026-06-13 15:42:16 +08:00