3067 Commits

Author SHA1 Message Date
Jiangyun Zhu
ab3e80042e
[torch.compile] Enable silu_mul_fp8_quant fusion without custom ops enabled (#27146)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2025-10-22 00:22:39 -04:00
Lain
09a7e6f617
[Deepseek v3.2] Remove extra logics in indexer (#26465)
Signed-off-by: Siyuan Fu <siyuanf@nvidia.com>
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
Signed-off-by: Lain <siyuanf@nvidia.com>
Co-authored-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
2025-10-21 23:34:03 +00:00
Alexander Matveev
344a0017c0
[Performance] Dual stream execution of "shared_experts" and "selected_experts" inside FusedMoE (#26440)
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
2025-10-21 21:38:29 +00:00
Wentao Ye
86ed77022d
[Feature] Batch Invariant for R1 TP 8 on Blackwell (#27229)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-10-21 10:25:55 -07:00
JartX
ba09652de2
[ROCM] Enable CompressedTensorsWNA16 (#27187)
Signed-off-by: JartX <sagformas@epdcenter.es>
2025-10-21 10:43:23 -04:00
Daniel Cámpora
80e9452984
[Deepseek v3.2] Optimize top_k_per_row (#26763)
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
2025-10-21 08:30:07 +00:00
Roger Wang
c3a2c6ac5f
[MM][Core] Decouple ViT backend from LM backend (#27061)
Signed-off-by: Roger Wang <hey@rogerw.io>
2025-10-21 00:30:10 -07:00
Zebing Lin
be4445072c
[Fix][Spec Decode] Fix llama4 draft loading with different quantization (#27136)
Signed-off-by: linzebing <linzebing1995@gmail.com>
2025-10-20 23:19:00 -07:00
Benjamin Chislett
f381cf2302
[Bugfix] Fix broken MTP weight loading for FP8 KV Scales (#27227)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
2025-10-20 22:51:44 -07:00
Varun Sundar Rabindranath
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
Shu Wang
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
Po-Han Huang (NVIDIA)
aef368aa08
[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
Chen Wu
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>
2025-10-21 03:01:37 +00:00
Fadi Arafeh
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
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
Heng Guo
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
shivampr
4d0f266113
[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
Eugene Khvedchenya
e93ff6c8b9
Nemotron Nano V2 VL + EVS Video Support (#27107)
Signed-off-by: Eugene Khvedchenia <ekhvedchenia@nvidia.com>
Signed-off-by: Natan Bagrov <nbagrov@nvidia.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Natan Bagrov <nbagrov@nvidia.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-10-20 22:19:11 +08:00
Jiangyun Zhu
9fce7bee74
[Kernel] Accelerate solve_tril with TMA (#26746)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2025-10-20 05:39:02 +00:00
Yi Zhang
f32bf7582e
[Model][VLM] Support Bee-8B Model (#27012)
Signed-off-by: uyzhang <yi.zhang.4096@gmail.com>
Signed-off-by: Yi Zhang <zhangyi970819@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-10-20 02:31:26 +00:00
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
Jianyu Huang
221bf72577
output type conversion fix (#27159) 2025-10-19 08:10:07 +00:00
Lucas Wilkinson
c2bba69065
[BugFix] Disable fp8 kv-cache by default for DeepSeek V3.2 (#27121)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-10-18 22:05:23 +00:00
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
Lukas Geiger
5c2acb270a
[Models][QwenVL] Remove unnecessary .contiguous() calls (#27106)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
2025-10-18 07:05:05 -07:00
Nicolò Lucchesi
b26b70bec4
[Misc] Refactor get_kv_cache_spec into AttentionLayerBase (#26587)
Signed-off-by: NickLucche <nlucches@redhat.com>
2025-10-18 13:51:21 +00:00
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
Varun Sundar Rabindranath
30a33b92ee
[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
ZiTian Zhao
c981f0ea78
[Perf] Add H100 fused MoE config (#25398)
Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
2025-10-18 02:21:27 +00:00
Zhuohan Li
d29483b58a
[Minor] Remove unnecessary error message (#27115)
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
2025-10-17 20:02:12 +00:00
Isotr0py
3125d79950
[Chore] Remove unused PolyNorm layer (#27110)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-10-17 19:03:43 +00:00
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
Aleksandr Malyshev
0925b28a8e
[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
4c91a28e30
[bugfix] Qwen3-VL fix video incorrect timestamp calculations while do_sample_frames=True (#27104)
Co-authored-by: 松灵 <wpf272043@alibaba-inc.com>
2025-10-17 16:26:33 +00:00
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
Reima Karhila (AMD)
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
Jee Jee Li
daec4d2624
[Model]Improve Qwen3VLMoeForConditionalGeneration packed_modules_mapping (#27096)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-10-17 04:47:00 -07:00
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
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
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
Said Taghadouini
3aeb19a39e
[Model] Add support for LightOnOCR (#26916)
Signed-off-by: Said Taghadouini <taghadouinisaid@gmail.com>
Signed-off-by: Said Taghadouini <84044788+staghado@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-10-17 05:05:24 +00:00
Cyrus Leung
8c017b3490
[Model] Always use Transformers backend for PaliGemma and Gemma3-MM (#26715)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-17 05:03:35 +00:00
Tao He
bde9e2272a
[Bugfix][Qwen] fixes the weights dtype in qwen3_next: it is actually a bfloat16 (#27030)
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
2025-10-17 03:37:52 +00:00
Boyuan Feng
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
Lukas Geiger
4d055ef465
Remove unused imports (#26972)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
2025-10-16 19:51:17 -07:00
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
jiahanc
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
Harry Mellor
fb5e10d3fb
Refactor Transformers backend to use mixins (#26906)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-16 21:50:39 +00:00
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
Wentao Ye
b3dda72c23
[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