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31 Commits
Author SHA1 Message Date
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
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 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
Diya Penganddiyapeng 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
Diya Penganddiyapeng e0570a0859 [Quantization] Add BitsAndBytes W4 online quantization for diffusion transformer (#5037) 
Signed-off-by: diyapeng <50388704+diyapeng@users.noreply.github.com>
Co-authored-by: diyapeng <50388704+diyapeng@users.noreply.github.com>
 2026-07-14 15:48:48 +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
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
Zhou Taichang a560ed184d [Rebase] Rebase to vllm v0.24.0 (#4709) 2026-06-30 19:41:06 +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
Gao Han 963ba1ab7a [CI] Revert "[Feature] gen-only FP8 Quantization Support for SenseNova-U1" (#4196) 2026-06-06 08:39:10 +08:00
Guanzhe (Leo) Huang b63b36ded3 [Feature] gen-only FP8 Quantization Support for SenseNova-U1 (#3943) 
Signed-off-by: leohuang257 <masugchds@gmail.com>
 2026-06-05 02:51:11 +00:00
WeiQing ChenandWeiQing Chen 1acd27c205 [CI][BugFix] Fix and Validate FP8 Z-Image quality gate (#3929) 
Signed-off-by: WeiQing Chen <david6666666@users.noreply.github.com>
Co-authored-by: WeiQing Chen <david6666666@users.noreply.github.com>
 2026-05-28 12:52:58 +00:00
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
Yuanheng Zhao 2bc9cb7f13 [Feat] Support online quantization (fp8/int8) for LTX-2 (#3700) 
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
 2026-05-21 19:52:21 +08:00
hxhhhlalalaandhyh_hh 9dd36e3afd [NPU][Quant] Add W4A4 MXFP4 online & MXFP4 dual-scale online/offline quantization support for Wan2.2 T2V / I2V inference on Ascend NPU (#3578) 
Signed-off-by: hyh_hh <huyinghong1@huawei.com>
Co-authored-by: hyh_hh <huyinghong1@huawei.com>
 2026-05-20 06:21:29 +00:00
WeiQing Chen a3d4ed809d [Quantization][tools] Add diffusion quantization output comparison tool (#3175) 
Signed-off-by: david6666666 <530634352@qq.com>
Signed-off-by: David Chen <530634352@qq.com>
 2026-05-20 00:14:08 +08:00
Lancer dbc589dbca [Bugfix] fix diffusion quantization benchmarking for Omni outputs (#3653) 
Signed-off-by: Lancer <maruixiang6688@gmail.com>
 2026-05-18 17:23:40 +08:00
wangyu b6f29ee614 [CI][Bugfix] skip fp8 Z-Image quality gate (#3531) and add torchdiffeq dev extra (#3563) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-05-13 14:25:56 +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
wangyuandHuang, Zeyu 6f2ad7b403 [Test] Unify L2/L3 test layout, Buildkite steps, and test helpers (#2556) 
Signed-off-by: wangyu <410167048@qq.com>
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Signed-off-by: wangyu <53896905+yenuo26@users.noreply.github.com>
Co-authored-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
 2026-05-08 14:12:23 +08:00
Nick Cao e6466cf0e6 [Refactor] Replace and ban a few torch.cuda functions in favor of torch.accelerator replacements. (#3365) 
Signed-off-by: Nick Cao <ncao@redhat.com>
 2026-05-07 23:23:59 +08:00
Liang LvandSYLAR ee15f39ea7 [AutoRound] Support Qwen Omni W4A16 quantization model (#2670) 
Signed-off-by: lvliang-intel <liang1.lv@intel.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
 2026-04-22 19:54:45 +08:00
wangyu 8a9add1c81 [CI] Restructure vLLM-Omni Test Layout, Fixture Scope, and Support Modules (#2620) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-04-20 14:23:42 +08:00
Yuanheng Zhao e0cdbe9a5d [Misc] Cleanup: use consistent pytest-mock in unit tests (#2698) 
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
 2026-04-13 19:21:42 +08:00
zhumingjue138 e6f88f7c5a [CI] Reorganize the L1 L2 use cases and add markers (#2449) 
Signed-off-by: zhumingjue <zhumingjue@huawei.com>
 2026-04-09 10:31:21 +08:00
Zhou Taichang 2804a85e58 [Rebase] Rebase to vllm v0.19.0 (#2475) 2026-04-04 15:03:32 +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 602f831068 [Bugfix] fix gguf TypeError: GGUFConfig.get_name() missing 1 required positional argument: 'self', test: add diffusion gguf unit coverage (#1865) 
Signed-off-by: David Chen <530634352@qq.com>
 2026-03-23 14:56:15 +08:00
JuboYuAliciaWeiQing Chen
 		b766c4702c Int8 Quantization Support for DiT (Z-Image & Qwen-Image) (#1470) 
Signed-off-by: juboyu <767868009@qq.com>
Signed-off-by: JuboYu <767868009@qq.com>
Signed-off-by: Alicia <115451386+congw729@users.noreply.github.com>
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
 2026-03-19 22:58:29 +08:00
SYLAR 830d261f9d [Feature]: FP8 Quantization Support for DiT (#1034) 
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
 2026-02-11 21:01:35 +08:00