anodyine/vllm-omni
1
0 Fork 0
Code Issues 4 Pull Requests 2 Actions Packages Projects Releases Wiki Activity
2,623 Commits 235 Branches 31 Tags
75af33a76f1183c8a315bd2bab2f68e2b49a4fbe
Commit Graph
58 Commits
Author SHA1 Message Date
Hongsheng Liu 75af33a76f [Diffusion] Address DLO host cache review feedback 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-19 11:23:36 +08:00
Hongsheng Liu 010b3c1d74 [Diffusion] Make no-AllGather host weight cache automatic 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-19 11:23:36 +08:00
Hongsheng Liu 3bb7547a0f [Diffusion] Rename runtime cache to host weight cache 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-19 11:23:36 +08:00
Hongsheng Liu 6b7b5368f2 [Diffusion] Clarify runtime cache module boundary 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-19 11:21:59 +08:00
Hongsheng Liu 6751c1f404 [Diffusion] Address runtime cache review feedback 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-19 11:21:59 +08:00
Hongsheng Liu c1196216a3 [Diffusion] Stabilize runtime cache identities 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-19 11:21:28 +08:00
Hongsheng Liu 23ab14a15b [Diffusion] Register runtime cache for direct DLO H2D 
Avoid recurrent mmap-to-pinned packing in no-AllGather DLO by registering transform-complete runtime-cache mappings under an explicit per-worker budget. Copy mapped tensors directly into the rotating device buffers while preserving bounded-staging fallback and ordered shutdown cleanup.

Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-19 11:21:28 +08:00
Hongsheng Liu 59549968cf [Diffusion] Tighten runtime cache compatibility guards 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-19 11:21:28 +08:00
Hongsheng Liu d30ccdc315 [Diffusion] Add node-local runtime weight cache for DLO 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-19 11:21:01 +08:00
Hongsheng Liu 284e05c88b [Core] Support online FP8 with DLO AllGather (#6279) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-18 23:48:07 +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
SYLAR ce6ab0ca46 [Model] Add LTX-2.5 support (#6070) 
Signed-off-by: lishunyang12 <lishunyang12@163.com>
 2026-08-15 18:27:23 +08:00
Zijun HuangandWeiQing Chen 93457f29ff [NPU][Quantization] Add RainFusion attention and INT8 online quantization for MiniMax H3 (#5706) 
Signed-off-by: Zijun Huang <zijunhua@usc.edu>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
 2026-08-06 14:15:21 +08:00
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
Mu GuanLin 12d75cf63a [Feature] Add official LTX multimodal guidance and precision guard (#5148) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-07-28 10:44:25 +00:00
SYLARandlishunyang12 7762d664d8 [Attention] Add trtllm diffusion attention backend with Skip-Softmax (#5283) 
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
 2026-07-27 22:48:11 +08:00
Alicia f18924c1ca [Refactor][Misc] Remove unused code in diffusion hooks/model_loader (#5270) 
Signed-off-by: Alicia <115451386+congw729@users.noreply.github.com>
 2026-07-22 09:45:17 +08:00
Alex Steiner ae949d129f [Bugfix][Quantization] Remap ModelOpt NVFP4 scale tensors (#5087) 
Signed-off-by: Alex Steiner <asteiner@nvidia.com>
 2026-07-16 12:33:57 -07:00
wkutak a7b6a174bc Fix loading of ModelOpt FP8 checkpoints for Cosmos3 (#5076) 
Signed-off-by: Wojciech Kutak <wkutak@nvidia.com>
 2026-07-14 17:33:27 -07:00
Alex Steiner 4b9d09cb87 [Bugfix][Quantization] Support packed parameters with HSDP (#5088) 
Signed-off-by: Alex Steiner <asteiner@nvidia.com>
 2026-07-14 08:24:26 +00:00
Rahul Steiger 66b9ad287a Extend Cosmos3 CPU offloading to component and layerwise paths (#4695) 2026-07-13 09:48:53 +00:00
Zhou TaichangandClaude Opus 4.8 d3c47efc4f [Rebase] Rebase to vllm v0.25.0 (#5042) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
 2026-07-12 23:39:53 +08:00
Isotr0py b95905deb1 [Quantization] Migrate GGUF diffusion model support to OOT plugin (#4769) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
 2026-07-11 18:48:43 +00:00
Zhou Taichang a560ed184d [Rebase] Rebase to vllm v0.24.0 (#4709) 2026-06-30 19:41:06 +08:00
Nick CaoandClaude 6646a66d41 [BugFix] Use ModuleDiscovery for HSDP DiT sharding to support nested pipelines (#3456) 
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-06-23 02:54:14 +00:00
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
Kwokho TsuiandKwokho 3bce5e2e3a [Bugfix] Cosmos3: fix HSDP dtype mismatch on time_embedder via _hsdp_ignored_modules (#4452) 
Signed-off-by: Kwokho <kh_tsui@163.com>
Co-authored-by: Kwokho <kh_tsui@163.com>
 2026-06-16 04:06:14 +00:00
Alex Brooks 7dcbeaea03 [Core] Cleanup DiffusersPipelineLoader (#1932) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-06-09 11:55:32 +08:00
SYLAR 29b18ea298 [Quant] ModelOpt FP8 for Wan2.2 & HunyuanVideo-1.5 video-gen (#3305) 
Signed-off-by: WeiQing Chen <david6666666@users.noreply.github.com>
 2026-06-08 02:53:06 +08:00
Zhou Taichang af02713952 [Bugfix] harden diffusion model prefetch against transformers v5 shard-resolution race (#4076) 2026-06-04 12:14:25 +08:00
+1
Zhou TaichangClaude Opus 4.7skfZheng WengangHongsheng LiuWeiQing ChenSYLARYueqian Linnainiu258JasonYueqian Lin
 		f92d84fcf9 [Rebase] Rebase to vllm releases/v0.22.0 (#3891) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: ZhengWG <zwg0606@gmail.com>
Signed-off-by: david6666666 <530634352@qq.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Signed-off-by: nainiu258 <cperfect02@163.com>
Signed-off-by: nainiu258 <101917677+nainiu258@users.noreply.github.com>
Signed-off-by: JasonJ2021 <jasonj@zju.edu.cn>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: skf <54565339+skf-1999@users.noreply.github.com>
Co-authored-by: Zheng Wengang <zwg0606@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: nainiu258 <101917677+nainiu258@users.noreply.github.com>
Co-authored-by: Jason <72191212+JasonJ2021@users.noreply.github.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-06-01 11:08:12 +08:00
knlnguyen1802andSamit 5377108438 [minor, fix] Allow passing class interface as custom pipeline argument (#2973) 
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: Samit <285365963@qq.com>
 2026-05-29 23:39:38 +08:00
knlnguyen1802andSamit 5eac50f22c [bugfix, rl] Fix sleep do not release full memory in custom pipeline (#3818) 
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Samit <285365963@qq.com>
 2026-05-28 22:27:27 +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
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
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
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
Isotr0pyHongsheng LiuSYLAR
 		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
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
Zeyu Huang | 黃澤宇 d8cc7a0409 [feat]: General diffusers adapter backend to run diffusion models (#2724) 
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
 2026-04-23 00:07:18 +08:00
Yi LiuandHongsheng Liu c1d2dcc3ac [AutoRound] Add offline quantized W4A16 model support (#1777) 
Signed-off-by: yiliu30 <yi4.liu@intel.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-04-02 13:57:53 +08:00
SYLAR 6b93459826 [Core] Unified quantization framework (#1764) 2026-03-24 18:56:55 +08:00
WeiQing Chen d6b55b9196 [Quantization] feat: add qwen-image gguf adapter (#1755) 
Signed-off-by: David Chen <530634352@qq.com>
 2026-03-23 13:24:54 +00:00
Chendi.Xue 28aee51a59 [FP8] enable hunyuan-image-3 diffusion model with fp8 online quant (#1935) 
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
 2026-03-22 13:02:16 +08:00
Lancer af012babf8 [Bugfix] Fix cpu offload and quantization compatibility (#1473) 
Signed-off-by: Lancer <maruixiang6688@gmail.com>
 2026-03-14 18:55:30 +00:00
Samit 22a51a7cdb [Feature][Wan2.2] Speed up diffusion model startup by multi-thread weight loading (#1504) 
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
 2026-03-02 14:53:25 +00:00