Commit Graph
4236 Commits
Author SHA1 Message Date
Didier Durand 66d3d5422c [Doc]: fixing typos in diverse files (#29492)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
2025-11-27 07:15:50 -08:00
Jee Jee Li 2f5f9acd55 [LoRA] Continue optimizing MoE LoRA weight loading (#29322)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-11-27 05:56:28 -08:00
Roger Wang cf348c8d27 [Bugfix] Fix HunyuanVL XD-RoPE (#29593)
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored by: grider-transwithai <grider@transwith.ai>
2025-11-27 12:36:24 +00:00
Cyrus Leung 00d3310d2d [Bugfix] Update Ultravox compatibility (#29588)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-11-27 01:36:18 -08:00
a67dec7cba [Bugfix] fix IMA issue in certain cases of the moe marlin kernel (#28619)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2025-11-26 19:02:21 -08:00
HDCharles df01eda4dc [Bugfix] Make compressed-tensors MoEs respect ignored layers (#28878)
Signed-off-by: HDCharles <charlesdavidhernandez@gmail.com>
2025-11-26 21:35:13 -05:00
Matthew Bonanni 430dd4d9eb [Attention] Remove imports from vllm/attention/__init__.py (#29342)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2025-11-26 10:53:15 -07:00
HDCharlesandIsotr0py e603129505 [refactor] CTConfig methods to static/class methods (#28870)
Signed-off-by: HDCharles <charlesdavidhernandez@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-11-26 17:21:58 +00:00
Wentao Yeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 0b0aa874e8 [Perf] Optimize batch invariant BMM, 18.1% Throughput improvement, 10.7% TTFT improvement (#29345)
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>
2025-11-26 09:38:52 -07:00
Huamin Li 70d5953f82 Revert "[Bugfix] Fix GPT-OSS AR+NORM fusion (#28841)" (#29483)
Signed-off-by: Huamin Li <3ericli@gmail.com>
2025-11-26 22:27:26 +08:00
Yejing Lai bb706d6048 Fix TeleChatForCausalLM not register issue (#29473)
Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
2025-11-26 05:15:00 -08:00
Cyrus Leung e30859dff3 [Bugfix] Fix handling of image embeds in models (#29480)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-11-26 05:00:15 -08:00
Roger Wang 452a7c9f7c [Misc] Allow LM only loading for Pixtral (#29451)
Signed-off-by: Roger Wang <hey@rogerw.io>
2025-11-26 05:00:00 -08:00
Xin Yang 53d7f1f601 [Kernel] Use pre-allocated output buffer for triton kernel fused_experts (#29219)
Signed-off-by: Xin Yang <xyangx@amazon.com>
2025-11-26 10:21:00 +08:00
George D. TorresandRussell Bryant 56531b79cc [Misc] Add backup hash algorithm for FIPS constrained environments (#28795)
Signed-off-by: George D. Torres <gdavtor@gmail.com>
Signed-off-by: George D. Torres <41129492+geodavic@users.noreply.github.com>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
2025-11-26 00:50:22 +00:00
Michael GoinandWentao Ye 7df0289782 Change warning logs to debug for unimplemented MXFP4 Linear/Attention (#29441)
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2025-11-25 22:52:31 +00:00
Harry Mellor 0353d2e162 Fix RoPE related failures in Transformers nightly tests (#29333)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-11-25 16:23:45 +00:00
Yifan QiaoandChen Zhang 48ddb02b79 [Hybrid Allocator] Support KV cache groups with different block_size (#29143)
Signed-off-by: Yifan Qiao <yifanqiao@berkeley.edu>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
2025-11-25 10:30:57 -05:00
Michael Goin e502098643 [Kernel] Add NVFP4 MoE CUTLASS support for SM120 (#29242)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
2025-11-25 06:59:07 -08:00
Injae RyouandIsotr0py 794029f012 [Feature]: Improve GGUF loading from HuggingFace user experience like repo_id:quant_type (#29137)
Signed-off-by: Injae Ryou <injaeryou@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-11-25 14:28:53 +00:00
elvischenv 6330f9477d [Bugfix] Fix GPT-OSS AR+NORM fusion (#28841)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
2025-11-25 07:59:40 +00:00
Fadi Arafeh 98caeadd54 [fix][cpu] Use a SwigluOAI impl which supports interleaved gate-up wei (#29273)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
2025-11-25 15:11:11 +08:00
92effb07a4 [Model] Add HunyuanOCR support (#29327)
Signed-off-by: manayang <jackmanayang@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: sergeywang <sergeywang@tencent.com>
Co-authored-by: manayang <jackmanayang@gmail.com>
Co-authored-by: manayang <manayang@tencent.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-11-25 03:28:51 +00:00
Michael Goin 6f1355a1b7 [Perf] Disable DeepGEMM MoE by default when TP=8 is used (#29346)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-11-24 19:01:40 -07:00
Hanjie QiuandBenjamin Chislett 5f9679a43b [Spec Decode] Add support for EAGLE3 heads that do not use_aux_hidden_states (#27688)
Signed-off-by: hjjq <hanjieq@nvidia.com>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
2025-11-24 20:13:12 -05:00
Wentao Ye 699bca76c0 [UX] Raise error for attn backend of batch invariant (#29348)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-11-24 17:49:01 -07:00
Michael Goin c17610e2ba [Bugfix] Only use triton_kernels for MXFP4 on SM90 and SM100 (#29339)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-11-24 18:22:46 -05:00
Yan Ma 3cfa63ad99 [XPU]fix Kimi-VL-A3B-thinking on xpu (#29309)
Signed-off-by: Yan Ma <yan.ma@intel.com>
2025-11-24 21:02:21 +00:00
Chenheli HuaandRoger Wang 839c6b7b72 [Multimodal][Qwen3 Omni] Make Qwen3 Omni work with audio-in-video inputs in V1 engine. (#27721)
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-11-24 19:24:37 +00:00
bnellnm 8f066146c3 [MoE][Refactor] Make select_experts a non-static method (#29067)
Signed-off-by: Bill Nell <bnell@redhat.com>
2025-11-24 13:38:04 -05:00
Laith Sakka 7a228b5305 Add option to use unbacked, and backed size obl dynamic shapes for more sounds compilation. (#26199)
Signed-off-by: Laith Sakka <lsakka@meta.com>
2025-11-24 10:12:41 -05:00
杰兮andzhyajie 8005e606bf [Bugfix][Rocm] Fix shared expert weight loading failure in DeepSeek-MTP (#27563)
Signed-off-by: zhyajie <yajizhan@amd.com>
Co-authored-by: zhyajie <yajizhan@amd.com>
2025-11-24 10:16:52 +00:00
Roger Wang 0ff70821c9 [Core] Deprecate xformers (#29262)
Signed-off-by: Roger Wang <hey@rogerw.io>
2025-11-24 04:18:55 +00:00
ZeroCloud Usergemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
30854783ad [Model] Add OpenCUA-7B support (#29068)
Signed-off-by: lim4349 <rockmanzero@naver.com>
Signed-off-by: Zero <rockmanzero@naver.com>
Co-authored-by: Cloud User <ubuntu@a100-80g-4.novalocal>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-11-24 10:27:55 +08:00
Jee Jee Li 1073ba68b0 [LoRA] Optimize 3D MoE logic (#29222)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-11-24 10:27:23 +08:00
jiahancandmgoin 5f96c00c55 [Fix] Add SM check to flashinfer MOE backend (#29144)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-11-23 00:39:30 +00:00
Federico f55c76c2b3 chore: add RTX_PRO_6000 GLM4.6-FP8 kernel tuning (#29240) 2025-11-22 08:42:48 -08:00
ZiTian ZhaoandCyrus Leung d84d8f4429 Fix EVS crash when using video_embeds inputs in Qwen2.5-VL (#29232)
Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-11-22 06:48:59 -08:00
Cyrus Leung ae66818379 [Misc] Fix pre-commit (#29238)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-11-22 06:48:01 -08:00
Bram WastiandWentao Ye 5f7209a793 [tiny] Remove unsupported TRITON_MLA backend from batch invariance (#28832)
Signed-off-by: Bram Wasti <bwasti@meta.com>
Signed-off-by: Bram Wasti <bwasti@fb.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2025-11-22 21:00:50 +08:00
Nandan Vallamdasugemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Cyrus Leung
6965a392a4 Fix: Resolve circular import in model_loader/utils.py (#29189)
Signed-off-by: nandan2003 <nandan.vallamdasu@outlook.com>
Signed-off-by: Nandan Vallamdasu  <nandan.vallamdasu@outlook.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-11-22 04:58:22 -08:00
jinghanhu 988ee66b0d Handle triton kernel import exception (#29062) 2025-11-22 10:07:50 +00:00
FlintyLemming 052950e5b3 Add fused MoE config for H200 E160 N192 fp8 (#29182)
Signed-off-by: FlintyLemming <admin@flinty.moe>
2025-11-21 17:37:51 -08:00
Lukas Geiger d045e22dfe [Model][Qwen3VL] Tune Triton w8a8 block fp8 kernel for L40s (#29217)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
2025-11-21 17:30:55 -08:00
Varun Sundar RabindranathandVarun Sundar Rabindranath 3137991f55 [BugFix] EPLB + B200 + DeepGEMM : Handle column-major scales tensor (#29162)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
2025-11-21 14:28:17 -08:00
Julien Denizegemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>mgoin
57430fc95c Default model load/config/tokenizer to mistral format if relevant files exist (#28659)
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
Signed-off-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-11-21 13:58:59 -08:00
Ning Xie 53a1ba6ec5 [log] add weights loading time log to sharded_state loader (#28628)
Signed-off-by: Andy Xie <andy.xning@gmail.com>
2025-11-21 21:06:09 +00:00
Lucas Wilkinson 1840c5cb18 [BugFix] Make sure to allocate worst case MoE workspace during profile run in the DP + EP case (#27426)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-11-21 11:41:52 -08:00
Mingyuan Maandmgoin b4c8fbaae2 Add TRTLLM MoE NVFP4 kernel to CompressedTensorsW4A4MoeMethod (#28892)
Signed-off-by: mingyuanm <mingyuanm@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-11-21 09:54:11 -07:00
rasmithandRandall Smith e99e467384 [CI/Build][Kernel][AMD] Move extra dim to after load in _fwd_kv_parallel in lighting_attn.py (#29132)
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
2025-11-21 11:53:09 -05:00