Commit Graph
4236 Commits
Author SHA1 Message Date
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 Zhengn00909098knlnguyen1802herotai214gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Khuong LeKhuong Le
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
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 BonanniandLuka Govedič 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 ShawandVadim Gimpelson 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
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 Mooregemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Wentao Ye
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 RabindranathandVarun 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
vllmellmandLuka Govedič 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
zejunchen-zejun b06b9470ca [Rocm][fused_moe][fp4] view weight to torch.float4_e2m1fn_x2 when running aiter fused moe for fp4 model (#27474)
Signed-off-by: zejunchen-zejun <zejun.chen@amd.com>
2025-11-10 10:38:56 -05:00
Ferreboandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 912744d066 [Fix] optimize visual token mask with caching and multi-token support (#28374)
Signed-off-by: Ferrebo <itachi971009@gmail.com>
Signed-off-by: kebo01 <kebo01@baidu.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-11-10 13:23:49 +00:00
Yu Jiaqi 15be507c86 [bugfix] fix siglip batch text output error (#28365)
Signed-off-by: piood <2477084691@qq.com>
2025-11-10 21:21:15 +08:00
Xiake Sunandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 03fa4d3fb3 [Hardware][AMD][Model] Add Triton MoE tuning support and optimized configs for Qwen3 omni for MI308X (#28373)
Signed-off-by: Xiake Sun <xiake.sun@amd.com>
Signed-off-by: Xiake Sun <xisun@amd.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-11-10 04:53:40 +00:00
Jiangyun Zhu c4768dcf47 [Kernel] Fix fused_gdn_gating (#28343)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2025-11-09 14:26:35 -07:00
Jiangyun Zhu 7ae5a5fb11 [Misc] Add some comments in qwen3-next (#28267)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2025-11-08 23:59:24 -08:00
Yong Hoon Shin de2b78305f [ROCm] Add env to enable/disable aiter triton gemm (#28321)
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
2025-11-08 22:27:00 -08:00
Mohammad Miadh Angkad 404d7a9d14 [Performance][gpt-oss] Revert gpt-oss max cudagraph size to 1024 (#28345)
Signed-off-by: Mohammad Miadh Angkad <MAngkad.BSDSBA2027@aim.edu>
2025-11-08 15:50:10 -07:00
Robert Shaw 26990d25dc [Bugfix] Update device name for H200 detection (#28349)
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2025-11-08 19:01:11 +00:00
Isotr0pyandKunshang Ji 934a9c3b79 [Model] Consolidate Deepseek-MoE implementation with DeepSeek-v2 (#28101)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2025-11-08 05:01:27 +00:00
0852527647 [Perf][DeepSeek] Add sigmoid+bias fusion to fused_grouped_topk from TRTLLM (#28124)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2025-11-07 18:20:55 -08:00
Kunshang Ji 1aaecda078 [XPU] Enable Expert parallel for MoE models (#28263)
Signed-off-by: Yan Ma <yan.ma@intel.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
2025-11-08 00:33:11 +00:00
Pavani Majety 72b1c2ae2c [Bugfix] Use latency MOE backend as default for Flashinfer and other misc fixes (#27439)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
2025-11-07 04:18:39 -08:00
Lukas Geiger e0919f331d [Core][MM] Add mechanism to configure multimodal fields which should stay on CPU (#28168)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
2025-11-07 12:14:29 +00:00
Kevin H. Luu 8e19d470af [fix] Revert "fixing mm placeholder replacement issue with gemma3" (#28285)
Signed-off-by: Kevin H. Luu <khluu000@gmail.com>
2025-11-07 12:09:09 +00:00
Mengqing Cao 1958bda9b4 [Misc][Model][Refactor] Pass the prefix into Linear layers (#28259)
Signed-off-by: MengqingCao <cmq0113@163.com>
2025-11-07 19:38:38 +08:00
smit kadvaniandSmit Shaileshbhai Kadvani 11fd69dd54 [amd][gptoss] Perf gain because of block alignment (#28024)
Signed-off-by: Smit Kadvani <smit.kadvani@gmail.com>
Co-authored-by: Smit Shaileshbhai Kadvani <kadvani@meta.com>
2025-11-07 05:27:42 +00:00
Harry Mellor c0a4b95d64 Fix issues from #28242 (#28257)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-11-07 04:23:17 +00:00