 Reinforce-IIandWentao Ye
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980de31ca0
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[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>
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2025-10-22 08:16:09 -07:00 |
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Wentao Ye
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1c160841ea
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[Bug] Fix DeepSeek-V2.5-1210-FP8 issue (#27267)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-10-22 11:00:10 -04:00 |
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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>
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2025-10-22 10:44:21 -04:00 |
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Jiangyun Zhu
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ab3e80042e
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[torch.compile] Enable silu_mul_fp8_quant fusion without custom ops enabled (#27146)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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2025-10-22 00:22:39 -04:00 |
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Alexander Matveev
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344a0017c0
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[Performance] Dual stream execution of "shared_experts" and "selected_experts" inside FusedMoE (#26440)
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
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2025-10-21 21:38:29 +00:00 |
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Wentao Ye
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86ed77022d
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[Feature] Batch Invariant for R1 TP 8 on Blackwell (#27229)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-10-21 10:25:55 -07:00 |
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JartX
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ba09652de2
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[ROCM] Enable CompressedTensorsWNA16 (#27187)
Signed-off-by: JartX <sagformas@epdcenter.es>
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2025-10-21 10:43:23 -04:00 |
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5ff5d94e77
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[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>
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2025-10-21 01:51:14 -04:00 |
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Shu WangandMichael Goin
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f95da13c3d
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[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>
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2025-10-21 01:50:31 -04:00 |
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Po-Han Huang (NVIDIA)
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aef368aa08
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[BugFix] GPT-OSS Attention DP + MoE TP weight loading issue (#24032)
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
|
2025-10-21 04:03:47 +00:00 |
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5f6cbf60d6
|
[Feature][Kernel]FusedMoE LoRA (#21229)
Signed-off-by: wuchen <cntryroa@gmail.com>
Signed-off-by: banjuede <lmklhc@163.com>
Signed-off-by: Chen Wu <cntryroa@gmail.com>
Signed-off-by: Danielle Robinson <dmmaddix@amazon.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: bk-201 <joy25810@foxmail.com>
Co-authored-by: wuchen <wuchen@zetyun.com>
Co-authored-by: Nathan Van Gheem <vangheem@gmail.com>
Co-authored-by: banjuede <lmklhc@163.com>
Co-authored-by: Danielle Robinson <dmmaddix@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: bk-201 <joy25810@foxmail.com>
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2025-10-21 03:01:37 +00:00 |
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Fadi ArafehandMichael Yang
|
163965d183
|
[cpu] Dispatch un-quantized linear to oneDNN/ACL by default for AArch64 (#27183)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Michael Yang <Michael.Yang@arm.com>
|
2025-10-21 02:02:58 +00:00 |
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Isotr0py
|
352c0c8a28
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[Quantization] Automatically infer AWQ modules_to_not_convert field (#26909)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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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
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[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>
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2025-10-20 22:23:30 +00:00 |
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shivampr
|
4d0f266113
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[Kernel][Model] Tune fused_moe Triton configs for Qwen3-30B A3/A3B on H100 (FP8/BF16) (#26268)
Signed-off-by: Shivam <shivampr.dev@gmail.com>
|
2025-10-20 07:48:01 -07:00 |
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Jiangyun Zhu
|
9fce7bee74
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[Kernel] Accelerate solve_tril with TMA (#26746)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
|
2025-10-20 05:39:02 +00:00 |
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Cyrus Leung
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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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Jianyu Huang
|
221bf72577
|
output type conversion fix (#27159)
|
2025-10-19 08:10:07 +00:00 |
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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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Nicolò Lucchesi
|
b26b70bec4
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[Misc] Refactor get_kv_cache_spec into AttentionLayerBase (#26587)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2025-10-18 13:51:21 +00:00 |
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Wentao Ye
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245e4f2c01
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[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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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
30a33b92ee
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[Misc] Rev DeepEP (#27122)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-10-18 14:54:29 +08:00 |
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ZiTian Zhao
|
c981f0ea78
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[Perf] Add H100 fused MoE config (#25398)
Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
|
2025-10-18 02:21:27 +00:00 |
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Zhuohan Li
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d29483b58a
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[Minor] Remove unnecessary error message (#27115)
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
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2025-10-17 20:02:12 +00:00 |
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Isotr0py
|
3125d79950
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[Chore] Remove unused PolyNorm layer (#27110)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2025-10-17 19:03:43 +00:00 |
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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>
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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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Luka Govedič
|
bd7157a071
|
[torch.compile] Enable attention and allreduce fusion without custom ops enabled (#24604)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
|
2025-10-17 08:10:23 -06:00 |
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Reima Karhila (AMD)andxaguilar
|
c253745eb8
|
[Harware][AMD][Model] Triton MoE tuning configs for GLM-4.5 for MI350 and MI355 (#25586)
Signed-off-by: Reima Karhila <reima.karhila@amd.com>
Signed-off-by: xaguilar <Xavier.AguilarFruto@amd.com>
Co-authored-by: xaguilar <Xavier.AguilarFruto@amd.com>
|
2025-10-17 04:56:12 -07:00 |
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Harry Mellor
|
6c9fdbf725
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[Docs] Replace rst style double-backtick with md single-backtick (#27091)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-17 02:47:34 -07:00 |
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Mengqing Cao
|
e20eba753b
|
[VLM][Refactor] Remove useless func get_input_positions in MRotaryEmbedding (#27088)
Signed-off-by: MengqingCao <cmq0113@163.com>
|
2025-10-17 02:00:30 -07:00 |
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zhrrr
|
75c7ad9918
|
[Kernel][Performance] Fuse float cast and renormalize to topk softmax kernel (#26717)
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Signed-off-by: izhuhaoran <izhuhaoran@qq.com>
|
2025-10-17 07:30:35 +00:00 |
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Boyuan FengandLuka Govedič
|
08405609cc
|
disable graph partition in custom op (#26952)
Signed-off-by: Boyuan Feng <boyuan@meta.com>
Signed-off-by: Boyuan Feng <fby.1994@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
|
2025-10-17 11:08:47 +08:00 |
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Lukas Geiger
|
4d055ef465
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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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Cyrus Leung
|
4d4d6bad19
|
[Chore] Separate out vllm.utils.importlib (#27022)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-10-17 00:48:59 +00:00 |
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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
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[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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Wentao Yeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
b3dda72c23
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[Feature] Migrate DeepGEMM API from get_m_alignment_for_contiguous_layout to get_mk_alignment_for_contiguous_layout (#26935)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
2025-10-16 16:46:48 -04:00 |
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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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Vadim Gimpelson
|
785d8b6410
|
[PERF] Qwen3-next MTP speedup (change bool mask indexing to index_select / index_copy to reduce d2h) (#26437)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
|
2025-10-16 12:18:31 +08:00 |
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Cyrus Leung
|
f6cdc9a02f
|
[Chore] Rename utils submodules (#26920)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-10-16 03:58:13 +00:00 |
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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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felixzhu555
|
f96bc3649c
|
[Qwen3-Next] Add tuned MoE config for Qwen3-Next FP8 on H100 tp2 (#26887)
Signed-off-by: Felix Zhu <felixzhu555@gmail.com>
|
2025-10-15 18:55:05 -07:00 |
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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>
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2025-10-15 13:53:00 -04:00 |
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XiaobingZhang
|
d796375258
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[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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