 wangxiyuan
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7e1b45a092
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[Attention] Mamba attention module refactor (#41126)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
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2026-05-22 17:13:12 +08:00 |
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Baorun (Lauren) Mu
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a7737cb4f3
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[Fix] Misc Fixes in ViT CUDA Graph (#38040)
Signed-off-by: Baorun Mu <bmu@nvidia.com>
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2026-05-14 23:49:06 +08:00 |
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Rohan PotdarandElizaWszola
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a51376b3f0
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[Performance][DSR1]: Fused RoPE+KVCache+q_concat for MLA (#40392)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>
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2026-05-11 14:10:50 +00:00 |
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+7
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4d51588e23
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[Feat] DeepSeek V4 Rebased (#40860)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: qizixi <zixi@inferact.ai>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Simon Mo <simon@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Zhewen Li <jerven.vllm@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: khluu <khluu000@gmail.com>
Co-authored-by: qizixi <zixi@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
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2026-04-26 18:31:08 -07:00 |
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32e45636e3
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[torch.compile]: Disable Sequence Parallelism (SP) for piecewise compilation (#38373)
Signed-off-by: SouthWest7 <am1ao@qq.com>
Signed-off-by: Xinan Miao <1403572259@qq.com>
Co-authored-by: SouthWest7 <am1ao@qq.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Wang Xingran <72983099+wangxingran222@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-26 17:44:42 +00:00 |
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Yuwen ZhouandKunshang Ji
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4c34b2f6fc
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[XPU] Enable torch.compile for XPU GDN attention (#39466)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
Signed-off-by: Yuwen Zhou <yuwen.zhou@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-04-24 16:26:16 +08:00 |
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Shanshan Shen
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936e0b79aa
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[MM][CG] Optimize default max_frames_per_batch auto-infer for ViT CUDA graph video inference (#40445)
Signed-off-by: shen-shanshan <467638484@qq.com>
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2026-04-21 14:47:53 +00:00 |
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Rita Brugarolas
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fb5635d3f9
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[ROCm] Add MLA dual RMS norm fusion (Q, KV) pass for DeepSeek/Kimi-K2 (#39242)
Signed-off-by: Rita Brugarolas Brufau <rita.brugarolasbrufau@amd.com>
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2026-04-20 14:56:27 +00:00 |
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Lucas Kabela
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c08f3b2a62
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Measure encoder compile time seperate from llm backbone (#39240)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
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2026-04-14 10:52:49 -04:00 |
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Shanshan ShenandRoger Wang
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80118853f4
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[MM][Perf][CG] Support ViT full CUDA graph for Qwen3-VL video inference (#38061)
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-04-14 16:49:32 +08:00 |
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Jee Jee Li
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ecd1ea1363
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[Kernel] Porting the TRTLLM minimax_allreduce_rms kernels (#37045)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-04-11 00:20:20 +08:00 |
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zhrrr
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8f121f7879
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[Model Runner V2] support auto resolve cudagraph mode/sizes based on attn backend (#32936)
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
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2026-04-10 08:27:15 -07:00 |
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Lucas Wilkinson
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70406eb1dc
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[Attention][V0 Deprecation] Deprecate accept output buffer (#39125)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-04-07 17:14:58 -04:00 |
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Carl YandClaude Opus 4.6
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1f5ec2889c
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[mla] Support fused FP8/NVFP4 output quantization in MLA attention (#35792) (#36205)
Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com>
Signed-off-by: Carl Y <4531192+carlyou@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
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2026-04-02 21:16:11 -04:00 |
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Harry Mellor
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dfe5e31689
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Don't compile vision encoder for Transformers backend (#30518)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-04-02 12:42:29 +00:00 |
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40bb175027
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[vLLM IR] 1/N Implement IR skeleton and rms_norm op (#33825)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
Signed-off-by: chzhang <chaojun.zhang@intel.com>
Signed-off-by: Luka Govedic <luka.govedic@gmail.com>
Co-authored-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: Luka Govedič <ProExpertProg@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
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2026-03-31 22:15:05 -04:00 |
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Nicolò Lucchesi
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cc06b4e86b
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[Mamba][Bugfix] Raise on insufficient cache blocks instead of silently capping cudagraph sizes (#38270)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2026-03-30 09:41:50 +00:00 |
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Rohan Potdar
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a0e8c74005
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[ROCm]: Update rope+kvcache fusion conditions and disable custom op by default (#36716)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
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2026-03-25 20:58:44 +00:00 |
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Harry Mellor
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d215d1efca
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[Mypy] Better fixes for the mypy issues in vllm/config (#37902)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-03-25 06:14:43 -07:00 |
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Terry GaoandTianren Gao
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82580b10ac
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[Perf] Disable inductor runtime asserts by default for serving perfor… (#37485)
Signed-off-by: tianrengao <terrygao87@gmail.com>
Co-authored-by: Tianren Gao <tianren@fb.com>
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2026-03-24 19:37:51 -04:00 |
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Wentao Ye
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45bd5c8e75
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[Mypy] Fix mypy for vllm/config (#37808)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-03-23 14:33:59 +00:00 |
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Baorun (Lauren) Mu
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f85e479e66
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[Feature] ViT Full CUDA Graph (#35963)
Signed-off-by: Baorun Mu <bmu@nvidia.com>
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2026-03-23 13:01:10 +08:00 |
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Lucas Kabela
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7769b58307
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[torch.compile][BE][Multimodal] Remove requirement to set_model_tag to avoid cache conflict (#37345)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
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2026-03-19 17:26:12 +00:00 |
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Lucas Wilkinson
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483463f735
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[MRV2] Extensible CG dispatch rework (#35959)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-03-09 13:58:45 -07:00 |
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4b87ffbefb
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[torch.compile] Rename compile_ranges_split_points to compile_ranges_endpoints (#36027)
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: ProExpertProg <11367180+ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2026-03-09 18:04:40 +00:00 |
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ce8546a12b
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[docs][torch.compile] Add fusions.md — kernel/operator fusion reference page (#35538)
Signed-off-by: ProExpertProg <luka.govedic@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: ProExpertProg <11367180+ProExpertProg@users.noreply.github.com>
Co-authored-by: ProExpertProg <luka.govedic@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2026-03-06 23:55:06 +00:00 |
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Yanhong Li
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a911f4dd20
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[Model] Add support for OLMo Hybrid (#32550)
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2026-03-05 14:51:06 -05:00 |
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Jiayi YanandHarry Mellor
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6a895197fa
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[Bugfix][CI] fix typos (#34934)
Signed-off-by: 1195343015 <1195343015@qq.com>
Signed-off-by: Jiayi Yan <66017932+1195343015@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-03-05 17:05:46 +00:00 |
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Martin Hickey
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c3598d02fa
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[Misc] Remove deprecated items that are due for removal (#36006)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
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2026-03-05 06:14:50 +00:00 |
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haosdentandzjy0516
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d6e04f4c43
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[Bugfix] Cap FULL decode cudagraph sizes for Mamba/hybrid models (#34094) (#34571)
Signed-off-by: haosdent <haosdent@gmail.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-03-04 11:56:22 +01:00 |
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d9c7730877
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[Performance] Extract kv update ops from MLA attention backends (#34627)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Di Wu <dw2761@nyu.edu>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2026-03-02 10:43:19 -05:00 |
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Lucas Wilkinson
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1d532f9d8f
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[DP] Only use DP padding when cudagraphs are actually used (#34102)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-02-27 15:14:31 -05:00 |
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Tyler Michael SmithandClaude Opus 4.6
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eb19955c37
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[WideEP] Remove pplx all2all backend (#33724)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
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2026-02-26 14:30:10 -08:00 |
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9d37941017
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[torch.compile] Sequence Parallelism threshold compile ranges (#28672)
Signed-off-by: jasonlizhengjian <jasonlizhengjian@gmail.com>
Signed-off-by: Jason Li <jasonlizhengjian@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2026-02-26 05:00:12 +00:00 |
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Rohan Potdar
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f38f8c9742
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[ROCm]: Enable customop and rope+kvcache fusion for AITER RoPE (#35180)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
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2026-02-25 04:36:40 +00:00 |
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2ff4e51152
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[ROCm] AITER fused RoPE+KVCache (#33443)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: charlifu <charlifu@amd.com>
Signed-off-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
Co-authored-by: charlifu <charlifu@amd.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
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2026-02-23 19:06:00 -08:00 |
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Luka Govedič
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addac0e653
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[torch.compile] Enable AR+rms fusion by default available for -O2 (#34299)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
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2026-02-11 00:30:00 -08:00 |
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Richard Zou
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4df841fe75
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[torch.compile] Add an option to force-enable the MOE cold start optimization (#33735)
Signed-off-by: Richard Zou <zou3519@gmail.com>
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2026-02-08 18:42:56 +00:00 |
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Luka Govedič
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ac32e66cf9
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[torch.compile] Reorganize vllm/compilation and tests/compile (0/N for vLLM IR) (#33731)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: ProExpertProg <luka.govedic@gmail.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2026-02-06 04:19:49 -08:00 |
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Harry Mellor
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61e632aea1
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Turn @config into a dataclass_transform (#31541)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-02-03 17:40:59 +00:00 |
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Richard ZouandRobert Shaw
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5eac9a1b34
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[torch.compile] Don't do the fast moe cold start optimization if there is speculative decoding (#33624)
Signed-off-by: Richard Zou <zou3519@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-02-03 03:38:49 +00:00 |
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Luka GovedičandRichard Zou
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15f40b20aa
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[fix][torch.compile] Fix cold-start compilation time increase by adding kv cache update to splitting ops (#33441)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Richard Zou <zou3519@gmail.com>
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2026-01-31 06:48:34 -08:00 |
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Harry Mellor
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fb946a7f89
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Make mypy opt-out instead of opt-in (#33205)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-01-29 09:12:26 +00:00 |
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Angela Yi
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4197168ea5
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[ez] Remove checks for torch version <= 2.8 (#33209)
Signed-off-by: angelayi <yiangela7@gmail.com>
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2026-01-28 16:03:56 -05:00 |
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Rohan Potdar
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59bcc5b6f2
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Use aiter triton fused_add_rmsnorm_pad for gpt-oss (#30976)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
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2026-01-28 20:47:47 +00:00 |
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Harry Mellor
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f1acbd68c5
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[CI] Enable mypy import following for vllm/compilation (#33199)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-01-28 08:59:54 +00:00 |
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Richard Zou
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d9aa39a3bb
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[torch.compile] Speed up MOE handling in forward_context (#33184)
Signed-off-by: Richard Zou <zou3519@gmail.com>
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2026-01-27 15:17:54 -08:00 |
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Richard Zou
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3b8f0fe59e
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[torch.compile] Stop assuming 32 bit indexing (#33113)
Signed-off-by: Richard Zou <zou3519@gmail.com>
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2026-01-27 04:25:02 +00:00 |
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whx
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1861ae8aae
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[PluggableLayer][1/N] Define PluggableLayer (Fix ci) (#32744)
Signed-off-by: whx-sjtu <2952154980@qq.com>
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2026-01-21 11:38:04 -05:00 |
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Pleaplusone
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6c20e89c02
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[ROCm][Deepseekv3.2] Refactor Sparse Indexer as CustomOp (#29287)
Signed-off-by: ganyi <ygan@amd.com>
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2026-01-21 23:16:30 +08:00 |
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