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3042 Commits

Author SHA1 Message Date
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
燃
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
Varun 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
Kyle Sayers
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
ZiTian Zhao
7bb736d00e
Fix Qwen2.5 VL image grid docstring (#27033) 
Signed-off-by: zitian zhao <zitian.zhao@tencentmusic.com>
 2025-10-16 09:57:36 -07:00
Jee Jee Li
9f4e30904b
[Model] Fix Qwen3VL mm mapping (#27027) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-16 09:45:59 -07:00
bogdanm
dcbb3f1871
[Bugfix] Correct LayerNorm epsilon parameter in modernbert.py (#27008) 
Signed-off-by: bogdanm <152898065+bogdan01m@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-10-16 12:27:44 +00:00
Sungjae Lee
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
CSWYF3634076
e51928793e
[Model][Bugfix] fix ernie45 vl run failed from shared experts optimization (#26885) 
Signed-off-by: wangyafeng <wangyafeng@baidu.com>
 2025-10-16 03:37:35 -07:00
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
Bram Wasti
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
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
Cyrus Leung
f6cdc9a02f
[Chore] Rename utils submodules (#26920) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-16 03:58:13 +00:00
kliuae
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
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
XiaobingZhang
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
Kaixi Hou
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
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
Harry Mellor
d3cbaa08dc
Lower sevarity of log when model info cache misses due to exception (#26917) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-15 09:01:09 -07:00
Cyrus Leung
136a17fe6e
[Chore] Separate out vllm.utils.func (#26904) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-15 13:03:58 +00:00
wangxiyuan
8f4b313c37
[Misc] rename torch_dtype to dtype (#26695) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-10-15 12:11:48 +00:00
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
wang.yuqi
f54f85129e
[Model][2/N] Improve all pooling task | Support multi-vector retrieval (#25370) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-10-15 11:14:41 +00:00
ant-yy
5c3bae1a6a
[Fix] Remove divisibility requirement between num_kv_heads and tp_size in bailing_moe (#26876) 
Signed-off-by: vito.yy <vito.yy@antgroup.com>
 2025-10-15 16:44:04 +08:00
Yongye Zhu
f5ed68ef63
[Deepseek-V3.2][Kernel] Integrate cuda indexer k cache gather (#26456) 
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
 2025-10-15 16:05:01 +08:00
Mengqing Cao
302ef403a2
[DSA][MLA] Tiny refactor on DeepSeek to make it reusable for different backends (#26656) 
Signed-off-by: MengqingCao <cmq0113@163.com>
 2025-10-15 00:16:44 -07:00
sangho.lee
8865da157b
[Bugfix][Multi Modal] Fix incorrect Molmo token processing (#26873) 
Signed-off-by: sanghol <sanghol@allenai.org>
 2025-10-15 07:13:59 +00:00