Commit Graph
3409 Commits
Author SHA1 Message Date
朝 9381b5cde0 [Doc]: Fix typo in fused_moe layer (#29731)
Signed-off-by: BowTen <bowten@qq.com>
2025-11-29 22:29:13 -08:00
Isotr0py e1464c3a08 [Quantization] Enable compressed-tensors AWQ for Turing GPU (#29732)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-11-30 06:04:28 +00:00
Xin YangandJee Jee Li a491b0911b [LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#29708)
Signed-off-by: Xin Yang <xyangx@amazon.com>
Signed-off-by: Xin Yang <105740670+xyang16@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2025-11-30 10:37:25 +08:00
1656ad3704 [Kernel][Quantization] add w4a8 support for marlin kernel (#24722)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin@redhat.com>
2025-11-29 07:19:33 -08:00
Cyrus Leung fe3398fab2 [Chore] Enable passing tokenizer=None into MM processor (#29724)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-11-29 06:25:10 -08:00
Cyrus Leung 34a984274e [Misc] Refactor tokenizer interface (#29693)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-11-29 04:02:21 -08:00
Didier Durand 04a797cd0e [Doc]: fixing typos in various files. (#29717)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
2025-11-29 01:15:39 -08:00
Jee Jee LiandCyrus Leung 39e63dec7c [LoRA] Cleanup LoRA unused code (#29611)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-11-28 22:52:58 -08:00
Huamin Li 3fd1fb0b60 Revert "[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971)" (#29697)
Signed-off-by: Huamin Li <3ericli@gmail.com>
2025-11-28 15:26:52 -08:00
Jiangyun ZhuandRoger Wang a51f4186f2 [Bugfix] fix dots.llm1.inst (#29687)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-11-28 15:25:26 -08:00
Cyrus Leungandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 7675ba30de [Misc] Remove redundant ClassRegistry (#29681)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-11-28 15:24:47 -08:00
Isotr0py f946a8d743 [Chore]: Reorganize model repo operating functions in transformers_utils (#29680)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-11-28 08:46:51 -08:00
Didier Durand fae6943068 [Doc]: fixing typos in multiple files. (#29685)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
2025-11-28 08:41:41 -08:00
Mingyuan MaandRoger Wang 460d8bbf2d Remove upstream fa checks (#29471)
Signed-off-by: mingyuanm <mingyuanm@nvidia.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-11-28 05:52:42 -08:00
Cyrus Leung 33b06a6f24 [Misc] Remove redundant attention var constants (#29650)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-11-28 04:35:19 -08:00
Filipp FisinandCyrus Leung 5f5521bd5d Fix parameter order in GPT-OSS weight loading function for non-MXFP4 weights (#29506)
Signed-off-by: Filipp Fisin <48059208+qGentry@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-11-28 00:45:10 -08:00
Cyrus Leung b34e8775a3 Revert "[CPU]Update CPU PyTorch to 2.9.0 (#29589)" (#29647)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-11-27 22:43:18 -08:00
wang.yuqiandCyrus Leung f4b76056ee Improve enable chunked_prefill & prefix_caching logic. (#26623)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-11-27 22:05:48 -08:00
37b15e97e8 [Multimodal][Speculative Decoding]Eagle3 mm support, enablement on qwen3vl (#29594)
Signed-off-by: Tsai, Louie <louie.tsai@intel.com>
Signed-off-by: EanWang211123 <wangyiheng@sangfor.com.cn>
Co-authored-by: Louie Tsai <louie.tsai@intel.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-11-27 22:05:45 -08:00
Xin YangandJee Jee Li 745a3bae1a [LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971)
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2025-11-28 10:48:28 +08:00
Cyrus Leung a24ea5414b [Deprecation] Advance deprecation status (#29617)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-11-27 19:04:58 +00:00
Cyrus Leung ee9841daa9 [Bugfix] Fix doc build on main (#29619)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-11-27 09:08:08 -08:00
Matthew Bonanni fc1d8be3dc [Attention] Update attention imports (#29540)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2025-11-27 11:19:09 -05:00
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