anodyine/vllm-omni
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44ea27c8094095bbffd88fa3befdfaa55ba4bc50
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37 Commits
Author SHA1 Message Date
Isotr0py 44ea27c809 fix pre-commit 
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
 2026-09-23 06:22:17 +00:00
Isotr0py 0c82bb1315 Gate persistent DiT staging on decode-graph models 
ModelLevelOffloadBackend passed persistent_dit_staging=(device is CUDA) for
every model, so Qwen-Image 2.0/FLUX/WAN-style sequential offload kept DiT
device storage alive across swaps instead of freeing VRAM. Only retain
staging when a DiT actually captures weight pointers (enable_cuda_graph_decode);
other models keep plain move semantics. Add tests pinning both behaviors.
 2026-09-22 08:58:32 +00:00
Isotr0py 9174554e40 Merge remote-tracking branch 'origin/main' into qwen-image-2.1 
# Conflicts:
#	vllm_omni/diffusion/executor/multiproc_executor.py
#	vllm_omni/diffusion/offloader/sequential_backend.py
 2026-09-21 07:32:04 +00:00
Anjie HouClaude Opus 5Hongsheng Liu
 		ea84055507 [Refactor][Diffusion] Resolve distributed layerwise topology in the plan (#7326) 
Signed-off-by: specture724 <specture724@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-09-19 19:05:18 +08:00
Isotr0py 5b540f55d3 Fix decode cuda graph for Qwen-Image-2.1 model-level cpu offload (#7801) 2026-09-19 00:10:53 +08:00
Anjie HouandClaude Opus 5 85da943391 [Refactor][Diffusion] Complete generic backend plan consumption (#7313) 
Signed-off-by: specture724 <specture724@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
 2026-09-15 08:40:04 +08:00
Anjie HouandClaude Opus 5 b6f4df320d [Refactor][Diffusion] Resolve offload topology through one plan resolver (#7209) 
Signed-off-by: specture724 <specture724@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
 2026-09-09 08:17:38 +08:00
SYLAR ea3cf99894 [diffusion][feature] Add component-selective offload policies (#5929) 
Signed-off-by: lishunyang12 <lishunyang12@163.com>
 2026-09-06 05:40:09 +08:00
Hongsheng Liuandhsliuustc0106 c608910d20 [Diffusion] Register HWR mmap for direct DLO H2D (#6591) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Signed-off-by: hsliuustc0106 <hsliuustc0106@users.noreply.github.com>
Co-authored-by: hsliuustc0106 <hsliuustc0106@users.noreply.github.com>
 2026-08-25 23:30:11 +08:00
Hongsheng Liu 5a8b81ebeb [Model] Optimize MiniMax-H3 DLO component lifecycle (#6526) 
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
 2026-08-25 23:13:41 +08:00
Hongsheng Liuandhsliuustc0106 8360346a66 [Diffusion] Integrate no-AllGather DLO with Host Weight Runtime (#6486) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Signed-off-by: hsliuustc0106 <hsliuustc0106@users.noreply.github.com>
Co-authored-by: hsliuustc0106 <hsliuustc0106@users.noreply.github.com>
 2026-08-25 08:03:53 +08:00
R0CKSTAR 260db8bab5 [Bugfix][Diffusion] Fix MiniMax-H3 model-level CPU offload residency (#6072) 
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
 2026-08-21 10:30:53 +00:00
bjf-frzandHongsheng Liu 14bd8f8772 [REFACT]Refactor diffusion parallel state (#5531) 
Signed-off-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-19 11:23:10 +08:00
Hongsheng Liu 9d2bb23ff6 [Diffusion] Add loader-owned host-weight plans for DLO (TP=1) (#6213) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-16 11:02:38 +08:00
SYLARandHongsheng Liu d1e230c95b [Diffusion][Quantization] Enable MiniMax-H3 global FP8 with DLO (#5910) 
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-15 23:01:26 +08:00
SYLARandlishunyang12 1c2a81f6d8 feat(minimax-h3): enable 2x RTX 4090/5090 with DLO (#5764) 
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
 2026-08-06 09:02:29 +08:00
ooooooye 6510de344e [Bugfix][Diffusion] Fix DLO AllGather size mismatch for models with h… (#5802) 
Signed-off-by: brandneway <gyuan4892@gmail.com>
 2026-08-05 09:32:41 +00:00
evanchuenganddavid6666666 744c65b730 [Feature] Distributed layerwise offload with DP multi-concurrency + mmap weight… (#5397) 
Signed-off-by: evanchueng <evanchueng@outlook.com>
Signed-off-by: david6666666 <530634352@qq.com>
Co-authored-by: david6666666 <530634352@qq.com>
 2026-07-30 13:35:38 +00:00
Rahul Steiger 66b9ad287a Extend Cosmos3 CPU offloading to component and layerwise paths (#4695) 2026-07-13 09:48:53 +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
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
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
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
Chendi.Xue 2856ff7aea [XPU][DOCKER] update dockerfile.xpu after main repo updating to pt2.11 (#3393) 
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
 2026-05-07 06:45:30 +08:00
Chendi.XueandCanlin Guo 353ac8a402 [Enhancement] Offload transformer after switch to transformer-2 (#3224) 
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
 2026-05-05 23:48:46 +00:00
Nick CaoandClaude e3b0afbb97 [Refactor] Let diffusion pipelines declare offloadable modules via SupportsModuleOffload (#2427) 
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-04-23 04:23:00 +08:00
Daniel HuangChenguang ZhengZhou TaichangHongsheng Liubjf-frz
 		52b53367ef [Enhancement] Engine runtime errors (#2426) 
Signed-off-by: Daniel Huang <daniel1.huang@intel.com>
Signed-off-by: Daniel Huang <pilotflyer824@gmail.com>
Signed-off-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Chenguang Zheng <645327136@qq.com>
Co-authored-by: Zhou Taichang <tzhouam@connect.ust.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: bjf-frz <frz123db@gmail.com>
 2026-04-21 14:46:05 +08:00
Yuanheng Zhao 8a55d3d01f [Feat] Enable Layerwise CPU offloading for SD3.5, Ovis-Image, Nextstep_1, LongCat-Image (#2339) 
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
 2026-04-08 09:55:09 +08:00
LancerandDidan Deng 328de586aa [Feat] support for multi-block layerwise offloading, fix top-level parameters/buffers staying on CPU (#1486) 
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Signed-off-by: Lancer <402430575@qq.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
 2026-04-06 11:49:35 +08:00
汪志鹏andDidan Deng 0059ec878c [Model Support]: Magihuman support (#2301) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
 2026-04-04 09:29:09 +00:00
Lancer dd0b6fd4e8 [Bugfix] Fix layer-wise offload incompatibility with HSDP (#2021) 
Signed-off-by: Lancer <maruixiang6688@gmail.com>
 2026-04-01 09:25:34 +08:00
Yuanheng Zhao 04a6e5a992 [Bugfix] Maintain model-level CPU offload in a blocking way (#1978) 
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
 2026-03-26 02:08:13 +00:00
Lancerandgcanlin 4cfa9bf843 [Bugfix] fix offload and hsdp incompatibility (#1888) 
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
 2026-03-24 14:50:57 +08:00
Yuanheng Zhao 82f63a4403 [BugFix] Enable CPU offloading and Cache-DiT together on Diffusion Model (#1723) 
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
 2026-03-09 22:25:41 +08:00
Chendi.Xueandgcanlin 482f9b89a1 [XPU][NPU][ROCM] enable cpu_offloading flag for non_cuda (#1488) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
 2026-02-27 14:52:15 +08:00
Canlin Guo 3b0c21f94d [Platform] Enable layerwise offload on all hardware (#1492) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2026-02-27 06:47:28 +08:00
Yuanheng ZhaoandSamit 8bf849c399 Refactor CPU Offloading Backend Pattern (#1223) 
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: Samit <285365963@qq.com>
 2026-02-12 17:29:55 +08:00