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6b7a81185d
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Bugfix: Cutlass FP8 FusedMoE bad scaling factors (#27255)
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-11-05 06:06:06 -05:00 |
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Kunshang Ji
|
18b39828d9
|
[XPU] Add gpt-oss model support for Intel GPU (#27786)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
|
2025-11-05 02:17:23 +00:00 |
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bnellnm
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938772af03
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[Kernels] Isolate modular kernel code from FusedMoEMethodBase subclasses. (#27123)
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2025-11-04 21:59:45 +08:00 |
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Jerry Zhang
|
03c4c4aa9d
|
Support using Int4PreshuffledTensor after loading (#26066)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
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2025-11-04 06:00:57 -05:00 |
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Varun Sundar Rabindranath
|
4022a9d279
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[BugFix][Performance] Restore flashinfer autotuning for all scenarios (#27904)
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2025-11-04 15:56:21 +08:00 |
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Shu Wang
|
fc16f1c477
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Flashinfer_CUTLASS_MOE fuses quantization for TP (#27223)
Signed-off-by: Shu Wang. <shuw@nvidia.com>
|
2025-10-31 17:54:29 +00:00 |
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Paul ZhangandWentao Ye
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e7acb20076
|
[Feature] Batch invariant torch.compile (#27660)
Signed-off-by: PaulZhang12 <paulzhan@fb.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2025-10-30 13:11:29 -07:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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5d3be3ba4c
|
[Bugfix][LoRA][FusedMoE] Select MxFP4 Backend based on LoRA Enablement (#27487)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-10-27 07:32:50 -07:00 |
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Cyrus Leung
|
7c2bdb83dc
|
[Misc] Clean up utils (#27552)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-27 09:05:40 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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269c4db0a4
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[Misc][DP] Guard mxfp4 implementation selection (#27484)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-10-24 23:29:24 +00:00 |
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284cc92275
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[MISC] cudagraph_capture_sizes related improvements (#26016)
Signed-off-by: fhl <2410591650@qq.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2025-10-24 05:11:05 -07:00 |
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Xiangyu Li
|
5cc6bddb6e
|
[Kernel] Add GPTQv2 format support for low-bit or asymmetric quantization, by adapting gptq_gemm (#26092)
|
2025-10-23 23:26:13 -04:00 |
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Isotr0py
|
81d5bb765a
|
[Bugfix] Fix AWQ marlin layer skipping (#27416)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2025-10-23 18:30:28 +00:00 |
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tomeras91
|
61089465a6
|
[Model] Add MoE support for NemotronH (#25863)
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
|
2025-10-23 10:27:23 +00:00 |
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Reinforce-IIandWentao Ye
|
980de31ca0
|
[bugfix] remove unused parameters to reduce unnecessary vram usage (#26789)
Signed-off-by: Reinforce-II <fate@eastal.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2025-10-22 08:16:09 -07:00 |
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3ae082c373
|
[Chore] Separate out optional dependency checks from vllm.utils (#27207)
Signed-off-by: dongbo910220 <1275604947@qq.com>
Signed-off-by: dongbo910220 <32610838+dongbo910220@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
|
2025-10-22 10:44:21 -04:00 |
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JartX
|
ba09652de2
|
[ROCM] Enable CompressedTensorsWNA16 (#27187)
Signed-off-by: JartX <sagformas@epdcenter.es>
|
2025-10-21 10:43:23 -04:00 |
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5ff5d94e77
|
[Bugfix] Fix gpt-oss w4a8 DP/EP on B200 (#26729)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2025-10-21 01:51:14 -04:00 |
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Shu WangandMichael Goin
|
f95da13c3d
|
[ModelOpt] Load w13/w2_input_scale for all experts, nvfp4 (#26135)
Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2025-10-21 01:50:31 -04:00 |
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Isotr0py
|
352c0c8a28
|
[Quantization] Automatically infer AWQ modules_to_not_convert field (#26909)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2025-10-21 01:49:28 +00:00 |
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Heng Guoandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
87778d5f00
|
[Feature][Quantization] auto_round support for mixed bits quantization (#23812)
Signed-off-by: n1ck-guo <heng.guo@intel.com>
Signed-off-by: Heng Guo <heng.guo@intel.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
2025-10-20 22:23:30 +00:00 |
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Cyrus Leung
|
d31f7844f8
|
[Misc] Move utils to avoid conflicts with stdlib, and move tests (#27169)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-10-19 05:20:55 -07:00 |
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Isotr0py
|
6ac5e06f7c
|
[Chore] Clean up pytorch helper functions in vllm.utils (#26908)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
|
2025-10-18 09:48:22 -07:00 |
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Wentao Ye
|
245e4f2c01
|
[Feature] Batch Invariant: Support DeepGEMM and Blackwell (#27127)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2025-10-18 09:28:05 -04:00 |
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vllmellm
|
e33ee23ee3
|
[Bugfix] [AITER] [ROCm] Fix Quark MoE Quant Config and AITER Fused MoE quant type logic (#27029)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
|
2025-10-17 12:51:10 -06:00 |
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Aleksandr MalyshevandAleksandr Malyshev
|
0925b28a8e
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[ROCM] MoE fp4 CK kernel (#26545)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
|
2025-10-17 14:06:33 -04:00 |
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Harry Mellor
|
6c9fdbf725
|
[Docs] Replace rst style double-backtick with md single-backtick (#27091)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2025-10-17 02:47:34 -07:00 |
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Lukas Geiger
|
4d055ef465
|
Remove unused imports (#26972)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
|
2025-10-16 19:51:17 -07:00 |
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jiahancandMichael Goin
|
41d3071918
|
[NVIDIA] [Perf] Update to leverage flashinfer trtllm FP4 MOE throughput kernel (#26714)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2025-10-16 16:20:25 -07:00 |
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Bram Wasti
|
b2f78cbad4
|
[small][batch invariance] Rename the env and internal flags to simplify usage (#26855)
Signed-off-by: Bram Wasti <bwasti@meta.com>
|
2025-10-16 21:40:25 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
fb0571b077
|
[GPTOSS][DP/EP][Marlin] Enable GPTOSS Batched DP/EP using Marlin kernels (#25997)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-10-16 12:53:11 -07:00 |
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Kyle SayersandMichael Goin
|
a5464dcf92
|
[Compressed Tensors] Always clone output for compile robustness (#26849)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2025-10-16 19:29:59 +00:00 |
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Sungjae LeeandMengqing Cao
|
00417f4e44
|
[MISC] fix import violations for re and triton modules (#26654)
Signed-off-by: Sungjae Lee <33976427+llsj14@users.noreply.github.com>
Co-authored-by: Mengqing Cao <cmq0113@163.com>
|
2025-10-16 03:38:27 -07:00 |
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Cyrus Leung
|
d2740fafbf
|
[Chore] Separate out vllm.utils.collections (#26990)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-10-16 08:35:35 +00:00 |
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Bram WastiandWentao Ye
|
7d8975de84
|
Deepseek-v3 Batch Invariant on 8xH100 (#26609)
Signed-off-by: Bram Wasti <bwasti@meta.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2025-10-15 22:06:02 -07:00 |
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|
|
1317034379
|
[ROCm][FEAT] Fuse DeepSeek shared experts into AITER fused_moe ops (#24097)
Signed-off-by: chenjun <junchen2@amd.com>
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
Co-authored-by: valarLip <103567126+valarLip@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2025-10-16 10:41:34 +08:00 |
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XiaobingZhangandMichael Goin
|
0b99f5d302
|
support flashinfer_fp4 moe for 5090 gpu (#26669)
Signed-off-by: XiaobingSuper <xiaobingzhangupc@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2025-10-15 15:06:47 -04:00 |
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Kaixi Houandmgoin
|
de92d916fe
|
[NVIDIA] Add support for cudnn fp4 gemm via flashinfer (#26107)
Signed-off-by: kaixih <kaixih@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
|
2025-10-15 13:53:00 -04:00 |
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XiaobingZhang
|
d796375258
|
[ModelOpt] Remove NVFP4 MoE K%16==0 constraint (#26891)
Signed-off-by: XiaobingSuper <xiaobingzhangupc@gmail.com>
|
2025-10-15 13:06:17 -04:00 |
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Cyrus Leung
|
f93e348010
|
[Misc] Remove isort and yapf ignores (#26888)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-10-15 12:09:03 +00:00 |
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Morrison TurnanskyandLuka Govedič
|
96b9aa5aa0
|
[Frontend][torch.compile] CompilationConfig Overhaul (#20283): name change compilation level to compilation mode, deprecation compilation level (#26355)
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
|
2025-10-15 02:51:16 +00:00 |
|
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Michael Goin
|
7e0ef4084a
|
[CI Failure] Fix torchao dep failure for Quantization Test (#26824)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2025-10-14 16:41:43 -07:00 |
|
|
Heng Guoandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
29350922c6
|
[Feature][Quantization] auto_round format add support for regex (#24024)
Signed-off-by: n1ck-guo <heng.guo@intel.com>
Signed-off-by: Heng Guo <heng.guo@intel.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
2025-10-14 03:03:16 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
8ae169286f
|
[torch.compile] Unwrap fused_marlin_moe custom op (#26739)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-10-14 02:22:16 +00:00 |
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Michael Goin
|
3e051bda82
|
[UX] Replace VLLM_ALL2ALL_BACKEND with --all2all-backend (#26732)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2025-10-13 18:12:52 -07:00 |
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Alex Kogan
|
89342ce4c0
|
[Quantization] [Performance] Enable Marlin GEMM kernels for the calibration-free RTN-based quantization (#26051)
Signed-off-by: Alex Kogan <alex.kogan@oracle.com>
Signed-off-by: Alex Kogan <82225080+sakogan@users.noreply.github.com>
|
2025-10-13 18:52:54 +00:00 |
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Sangyeon Cho
|
a1b2d658ee
|
[CI/Build] upgrade compressed-tensors to 0.12.2 to address LGPLv3 (#26501)
Signed-off-by: Sangyeon Cho <josang1204@gmail.com>
|
2025-10-13 12:58:33 -04:00 |
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Harry Mellor
|
8fcaaf6a16
|
Update Optional[x] -> x | None and Union[x, y] to x | y (#26633)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2025-10-12 09:51:31 -07:00 |
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Harry Mellor
|
7c12763b24
|
Fix some typing issues found by mypy==1.18.2 (#26596)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2025-10-10 18:21:25 +00:00 |
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96ad65b7fe
|
[Transform] [Quantization] Add QuTLASS support to vLLM (#24440)
Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Signed-off-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2025-10-10 09:43:40 -07:00 |
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