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3254 Commits

Author SHA1 Message Date
Varun Sundar Rabindranath
fe1cd7704d [Performance][B200] silu_mul_quant: pack scales in int32 (#28358) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-11-13 10:16:55 -08:00
Yuanping Song
3035d1a166 [BugFix] DeepSeek-OCR: apply NoRepeatNGramLogitsProcessor to greedy path (#28617) 
Signed-off-by: Yuanping Song <yuanping.song@outlook.com>
 2025-11-13 15:24:35 +00:00
zofia
c47b6c85ac [XPU] add sym params to IPEXConfig (#28611) 
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
 2025-11-13 11:35:04 +00:00
Zijing Liu
5e973209aa [BugFix] Fix type error when assign a trition kernel tensor to a torch.nn.Parameter (#28603) 
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
 2025-11-13 11:30:04 +00:00
Jiangyun Zhu
fa183e9271 [Bugfix] fix kimi-linear crash (#28445) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-11-13 07:59:58 +00:00
Lucia Fang
7e082bc14e Support DeepEP for Kimi-k2-thinking through enabling gemm selection for compressed-tensor marlin wna16 (#28574) 
Signed-off-by: Lu Fang <fanglu@fb.com>
 2025-11-12 21:40:45 -08:00
Harry Mellor
97d1c99302 Rename clashing method names for vLLM model protocol (#27583) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-12 19:14:33 -08:00
wangxiyuan
2dacd57394 [platform] Move get_cu_count to utils (#27005) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-11-13 08:48:47 +08:00
Harry Mellor
51c599f0ec Skip models that cannot currently init on Transformers v5 (#28471) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-12 23:43:57 +00:00
Alexander Matveev
69d0e90313 [MoE][Kernel][Perf] Improve Shared Expert Stream Overlap (#28406) 
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
 2025-11-12 23:37:24 +00:00
vllmellm
d8140b9833 [ROCM] Fix ROCm warnings, environment flag access, and GEMM kernel naming for consistency in _aiter_ops.py (#28464) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-11-12 21:46:57 +00:00
Varun Sundar Rabindranath
74a9a9faad [Performance][B200] Fix deepgemm prologue (#27897) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-11-12 13:13:03 -08:00
PerryZhang01
a1e7fa362a [EPLB][ROCm]: support EPBL for ROCm backend (#27731) 
Signed-off-by: Perry Zhang <perzhang@amd.com>
Co-authored-by: Perry Zhang <perzhang@amd.com>
 2025-11-12 18:16:35 +00:00
Canlin Guo
bc5bd45c7d [Refactor] Remove redundant TP gather/split in split_qkv in QwenVL (#28271) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2025-11-12 15:56:47 +00:00
Alexander Matveev
f76e85c299 [Performance][Hopper] Avoid M dim padding to 4x for most cases (due to cuda graphs paddings) (#28492) 
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
 2025-11-12 10:51:43 -05:00
Harry Mellor
54aecd9ed5 Fix pre-commit (and XPU) on main (#28556) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-12 06:13:41 -08:00
Jee Jee Li
a9d18b5107 [Bugfix] Fix gpt_oss packed_modules_mapping (#28536) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-12 21:02:06 +08:00
wuyaoxuehun
d3ade61e42 [Model] fix glm4_moe_mtp load weights with GLM-4.6 checkpoint. (#27597) 
Signed-off-by: wuao.scotty <wuao.scotty@bytedance.com>
Co-authored-by: wuao.scotty <wuao.scotty@bytedance.com>
 2025-11-12 10:14:00 +00:00
yyzxw
1761dea1a8 [BugFix]: --enable-lora with model granite-4.0-micro crash (#27733) 
Signed-off-by: zxw <1020938856@qq.com>
 2025-11-12 09:03:56 +00:00
Lukas Geiger
ac0bb2c307 [Core] Cache vllm_is_batch_invariant (#28304) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-11-12 05:03:01 +00:00
Fanli Lin
b9ce9a3013 [BugFix] Add fallback path in apply_rotary_pos_emb_flashattn for non-cuda platforms (#28447) 
Signed-off-by: Lin, Fanli <fanli.lin@intel.com>
 2025-11-12 03:13:21 +00:00
Chenguang Zheng
4ccffe561f [Core] Encoder separation for Encode-Prefill-Decode Disaggregation (#25233) 
Signed-off-by: n00909098 <nguyen.kha.long@huawei.com>
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: herotai214 <herotai214@gmail.com>
Signed-off-by: Khuong Le <khuong.le.manh@huawei.com>
Signed-off-by: Khuong Le <lemanhkhuong2611@gmail.com>
Co-authored-by: n00909098 <nguyen.kha.long@huawei.com>
Co-authored-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: herotai214 <herotai214@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Khuong Le <khuong.le.manh@huawei.com>
Co-authored-by: Khuong Le <lemanhkhuong2611@gmail.com>
 2025-11-11 18:58:33 -08:00
Lukas Geiger
cbb799e314 [Model][Qwen3VL] Simplify get_mrope_input_positions using numpy (#28302) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-11-12 02:55:10 +00:00
Michael Goin
e5f599d4d1 [Bugfix] Disable shared expert overlap if Marlin MoE is used (#28410) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-11-11 23:16:12 +00:00
Jee Jee Li
9d1c474704 [LoRA][1/N]Remove LoRA extra vocab (#28382) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-11 11:06:21 -08:00
Lukas Geiger
76e4dcf225 [Misc] Remove unused attention prefix prefill ops functions (#26971) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-11-11 18:26:04 +00:00
Fanli Lin
d5edcb8678 [BugFix] Fix Siglip2Attention on XPU (#28448) 
Signed-off-by: Lin, Fanli <fanli.lin@intel.com>
 2025-11-11 18:18:02 +00:00
xuebwang-amd
5a1271d83a [Quantization] fix attention quantization of gpt_oss model (#27334) 
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
 2025-11-11 12:06:00 -05:00
xuebwang-amd
05576df85c [ROCm][Quantization] extend AMD Quark to support mixed-precision quantized model (#24239) 
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Co-authored-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-11 12:05:22 -05:00
zhrrr
68c09efc37 [Kernel][Perf] fuse QK Norm and RoPE into one cuda kernel for Qwen Model (#27165) 
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
 2025-11-11 12:00:31 -05:00
Michael Goin
f9a4087182 Remove weight_scale.T special case for SM90 Block FP8 CUTLASS kernel (#28431) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-11-11 11:46:04 -05:00
Fanli Lin
b886068056 [BugFix] Fix RuntimeError in PixtralHFAttention on CPU/XPU (#28444) 
Signed-off-by: Lin, Fanli <fanli.lin@intel.com>
 2025-11-11 15:29:33 +00:00
bnellnm
a1448b4b69 [Kernels] Split up fused_moe/layer.py, isolate more modular kernel code (#28064) 2025-11-11 07:29:02 -07:00
Cyrus Leung
afffd3cc8a [Model] Pass mm_features directly into get_mrope_input_positions (#28399) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-11 21:14:48 +08:00
Matthew Bonanni
b30dfa03c5 [Attention] Refactor CUDA attention backend selection logic (#24794) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-11-11 07:40:44 -05:00
Lukas Geiger
9973e6e04a [Model][Qwen3VL] Slighly speedup fast_pos_embed_interpolate (#28434) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-11-11 10:35:10 +00:00
Fanli Lin
c7991269dd [BugFix] 'DeepseekV2Config' object has no attribute 'use_mla'` (#28387) 
Signed-off-by: Lin, Fanli <fanli.lin@intel.com>
 2025-11-11 08:45:38 +00:00
Jiangyun Zhu
f0359fffa4 [Bugfix] fix qwen3-next crash (#28202) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-11-11 08:24:28 +00:00
Roger Wang
4fd4b743a2 [Bugfix] Fix max image size for PaddleOCR-VL (#28442) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-11-11 08:07:24 +00:00
Robert Shaw
e605e8e323 [Bugfix] Fix Stream Sync for Shared Expert Overlap (#28430) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2025-11-11 05:59:08 +00:00
Wentao Ye
de540c0354 [Feature] Add env var VLLM_MOE_USE_DEEP_GEMM (#28422) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-11-11 02:29:48 +00:00
Wentao Ye
35d801f13f [Feature] Refactor batch invariant fp8 DeepGEMM (#27606) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-11-11 00:08:40 +00:00
Ilya Markov
d17ecc6b19 [PERF] Allreduce fusion. Support torch native matching. Tuning of the thresholds (#24248) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2025-11-10 18:33:11 -05:00
Yong Hoon Shin
021143561f [ROCm] Add missing gemm_a8w8_blockscale import (#28378) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-11-10 23:13:36 +00:00
Lucas Wilkinson
6dec9f6109 [BugFix] Fix DeepGEMM over-allocating workspace (#28254) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-11-10 17:01:17 -05:00
Sage Moore
40d33264c6 [Bugfix][EPLB] Disabled shared expert overlap when EPLB is enabled (#28377) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: Sage Moore <sagemoore@utexas.edu>
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>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-11-10 20:39:19 +00:00
jiahanc
34553b9d27 [Performance] Support FP8 flashinfer TRTLLM MOE on Qwen3 and Qwen-3next (#27492) 
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
 2025-11-10 12:34:57 -05:00
Varun Sundar Rabindranath
b039bfda8f [Bugfix] Fix persistent_masked_m_silu_mul_quant tests (#28366) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-11-10 09:21:52 -08:00
Cyrus Leung
d0e186c16f [V0 Deprecation] Remove unused context_len and seq_len from M-RoPE (#28395) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-11 00:30:06 +08:00
vllmellm
f080a83511 [RFC][ROCm][AITER] Keep all AITER kernels in _aiter_ops class like _custom_ops and _ipex_ops (#24490) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-11-10 08:20:53 -08:00