Hongsheng Liu
2956af1e9d
[Diffusion] Add rank-local mmap storage for DLO
...
Decouple node-local checkpoint storage from the DLO AllGather transfer protocol. Compatible rank-local workers retain shared file-backed sources and stream complete blocks through bounded staging without changing request scheduling.
Refs #6195
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-14 14:38:06 +08:00
Mu GuanLin
83d1f11449
[Feat] LTX Standard Two-Stage Pipeline ( #5500 )
...
Signed-off-by: mglyn <1203789601@qq.com >
2026-08-14 00:13:14 +08:00
Wenjia Li and Hongsheng Liu
38a2500bdf
[Perf] MiniMax H3 Qwen3-VL support fused RMSNorm on NPU ( #5915 )
...
Signed-off-by: Wenjia Li <wjialish@gmail.com >
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-12 19:12:54 +08:00
Zhou Taichang and Claude Opus 5
2ce15ab7a0
[Rebase] Rebase to vllm 0.27.0 ( #5976 )
...
Signed-off-by: tzhouam <tzhouam@connect.ust.hk >
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-11 15:23:46 +00:00
06e733d3cd
[Model] Add LongCat-Video-Avatar-1.5 ai2v, at2v support ( #4099 )
...
Signed-off-by: weiyan <weiyanlin117@gmail.com >
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com >
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-08-11 15:17:17 +08:00
Zijun Huang and WeiQing Chen
1a56953d7a
[NPU][Model] Add distilled 4-step sigma schedule support for MiniMax H3 t2va ( #5991 )
...
Signed-off-by: Zijun Huang <zijunhua@usc.edu >
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com >
2026-08-11 13:46:10 +08:00
WeiQing Chen
1f65814fab
[CI] Align MiniMax H3 Ref2VA inputs and add I2VA/Ref2VA accuracy coverage ( #5978 )
...
Signed-off-by: david6666666 <530634352@qq.com >
2026-08-11 13:36:37 +08:00
ooooooye
740f45abcd
[Perf][Diffusion] MiniMax-H3: opt into packed varlen attention on NPU to eliminate quadratic mask materialization ( #5891 )
...
Signed-off-by: brandneway <gyuan4892@gmail.com >
2026-08-10 19:47:03 +08:00
R0CKSTAR
636d44e272
[Perf][MUSA] Restore MiniMax-H3 dynamic RoPE fusion ( #5881 )
...
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com >
2026-08-10 17:24:46 +08:00
wtz2333 and Claude
36135ef09a
[diffusion][feature] Add LingBot-Video T2I and TI2V generation modes ( #5311 )
...
Signed-off-by: wtz2333 <2955110911@qq.com >
Co-authored-by: Claude <noreply@anthropic.com >
2026-08-10 10:02:31 +08:00
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
Diya Peng and lishunyang12
45629a8e26
[MiniMax-H3] TeaCache support and Cache-DiT validation ( #5840 )
...
Signed-off-by: dpeng123 <diyapeng123@gmail.com >
Signed-off-by: lishunyang12 <lishunyang12@163.com >
Co-authored-by: lishunyang12 <lishunyang12@163.com >
2026-08-09 15:07:21 +00:00
linzhenpl07 and Claude Opus 4.8
8e2e9b6b53
[Feat] Cosmos3 session-memory port for UND text K/V (RFC #4480 Phase 0) ( #4657 )
...
Signed-off-by: linzhenpl07 <linzhenpl07@gmail.com >
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com >
2026-08-09 20:53:17 +08:00
Shenglei Fu and Claude Opus 5
81b48e83ec
[Model] Fail MiniMax H3 encoder load when a weight or fused shard is missing ( #5824 )
...
Signed-off-by: Shenglei Fu <sfu@confluent.io >
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-08-08 13:14:00 +08:00
Mu GuanLin
d8c35663b4
[Model][Feat] Support Minimax-H3 quality grading requests through dynamic loading/unloading with Cache-DiT ( #5853 )
...
Signed-off-by: mglyn <1203789601@qq.com >
2026-08-07 09:07:23 +00:00
48298030d4
[Diffusion] Add Minimax-H3 modular pipeline support ( #5720 )
...
Signed-off-by: Isotr0py <Isotr0py@outlook.com >
Signed-off-by: lishunyang12 <lishunyang12@163.com >
Signed-off-by: David Chen <530634352@qq.com >
Co-authored-by: lishunyang12 <lishunyang12@163.com >
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com >
Co-authored-by: David Chen <530634352@qq.com >
2026-08-06 11:43:23 +00:00
fan2956 and Fan
f2e3d2e25b
[Perf] Minimax-H3 support fused RMSNorm and RoPE opt ( #5801 )
...
Signed-off-by: Fan <fan@FandeMacBook-Air.local >
Co-authored-by: Fan <fan@FandeMacBook-Air.local >
2026-08-06 11:39:27 +08:00
Mu GuanLin
240e6655be
[CI][Bugfix] Fix Minimax-H3 FP8 Accuracy Test ( #5829 )
...
Signed-off-by: mglyn <1203789601@qq.com >
2026-08-06 03:27:01 +00:00
SYLAR and lishunyang12
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
WeiQing Chen
ae7bee0c43
[Feature] Align MiniMax H3 official input matrix ( #5752 )
...
Signed-off-by: david6666666 <530634352@qq.com >
2026-08-05 07:12:01 +00:00
Mu GuanLin
b9a51592f0
[Model][Feat] MiniMax H3 online FP8 support ( #5737 )
...
Signed-off-by: mglyn <1203789601@qq.com >
2026-08-04 11:35:01 +00:00
Isotr0py
24741961eb
[Model] Add MiniMax H3 diffusion support ( #5691 )
2026-08-03 14:10:40 +08:00
SYLAR and lishunyang12
4b1547b4d8
[Bugfix] Fix Wan2.2 omitted guidance scale resolution ( #5615 )
...
Signed-off-by: lishunyang12 <lishunyang03@gmail.com >
Signed-off-by: SYLAR <125541396+lishunyang12@users.noreply.github.com >
Co-authored-by: lishunyang12 <lishunyang03@gmail.com >
2026-08-01 15:17:33 +00:00
akshatvishu
4563999ec0
[BugFix][Diffusion] Add CPU LAPACK fallback for FlowUniPC ( #5329 )
...
Signed-off-by: akshatvishu <akshatnayak197@gmail.com >
2026-07-30 15:09:48 +00:00
TaffyOfficial and TaffyOfficial
0c88f8a0b6
[Refactor] Normalize diffusion request extra arguments in Chat serving ( #5171 )
...
Signed-off-by: TaffyOfficial <2324465096@qq.com >
Co-authored-by: TaffyOfficial <2324465096@qq.com >
2026-07-30 07:08:12 +00:00
TJian
d50ea9fccc
[ROCm] [CI] Fix ROCm CI for v0.26.0 ( #5528 )
...
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com >
2026-07-30 11:27:32 +08:00
Mu GuanLin
1b718f7b15
[Feat] [CI] [bugfix] Generalize LTX CFG parallelism to the complete guidance plan ( #5547 )
...
Signed-off-by: mglyn <1203789601@qq.com >
2026-07-29 17:40:40 +00:00
wangyu
7c17111ff5
[Refactor][CI] Reorganize test tree, and move slow e2e to weekly ( #4951 )
...
Signed-off-by: wangyu <410167048@qq.com >
2026-07-29 23:53:03 +08:00
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
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
Diya Peng
b471a5cf23
[Diffusion] Add FLUX.2-dev CPU Offload (Layerwise) ( #5256 )
...
Signed-off-by: dpeng123 <diyapeng123@gmail.com >
2026-07-23 14:53:04 +08:00
Mu GuanLin
39e83e27f0
[Bug][CI] Pin the LTX FP8 quality gate to its established sigma schedule ( #5302 )
...
Signed-off-by: mglyn <1203789601@qq.com >
2026-07-22 14:36:32 +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
Jae and Cursor
ee33954dff
[Model] Support Boogu/Boogu-Image-0.1-Base and Boogu/Boogu-Image-0.1-Edit ( #4995 )
...
Signed-off-by: zzehli <jaeli_ottawa@outlook.com >
Signed-off-by: jl <jaeli_ottawa@outlook.com >
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk >
Co-authored-by: Cursor <cursoragent@cursor.com >
2026-07-21 18:58:56 +00:00
wtz2333 and hsliuustc0106
5a6a93dc5f
[diffusion][model] Add LingBot Video dense and MoE support ( #5035 )
...
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com >
Signed-off-by: wtz2333 <2955110911@qq.com >
Co-authored-by: hsliuustc0106 <liuhongsheng4@huawei.com >
2026-07-21 17:27:29 +08:00
bastefaniak
2f33df4678
[bugfix] Cosmos3 edge fix config use_k_norm_und_for_gen name ( #5239 )
...
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com >
2026-07-21 07:56:31 +00:00
Mu GuanLin
a06664a243
[Refactor] Unify the LTX-2 and LTX-2.3 pipeline runtime ( #5147 )
...
Signed-off-by: mglyn <1203789601@qq.com >
2026-07-20 20:02:30 +08:00
Diya Peng and diyapeng
6cd1ff7e64
[Quantization] Add FLUX.2-dev Mistral TE online FP8 support ( #5136 )
...
Signed-off-by: diyapeng <50388704+diyapeng@users.noreply.github.com >
Co-authored-by: diyapeng <50388704+diyapeng@users.noreply.github.com >
2026-07-20 16:16:31 +08:00
wangyu
907f932b72
[CI][Test] Tier diffusion offloader CI and reduce gpu_4_queue merge usage and fix #5182 ( #5185 )
...
Signed-off-by: wangyu <410167048@qq.com >
2026-07-18 17:15:17 +08:00
bastefaniak
85f7a5b374
Add Cosmos3 Edge and Distilled checkpoints support ( #5001 )
...
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com >
2026-07-16 09:39:40 -07:00
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
Rahul Steiger
66b9ad287a
Extend Cosmos3 CPU offloading to component and layerwise paths ( #4695 )
2026-07-13 09:48:53 +00:00
TaffyOfficial and zuiho
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
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
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 and Hongsheng 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