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1887 Commits

Author SHA1 Message Date
Hanjie Qiu
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
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 Hua
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
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
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
Zero
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
ZiTian Zhao
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
Russell Bryant
cca2d2cdbe [Core] Align whisper closer to other multimodal models (#27292) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-11-21 12:01:54 +00:00
Cyrus Leung
aab0102a26 [V0 deprecation] Remove more V0 references (#29088) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-21 11:56:59 +00:00
Huamin Li
8ac3a41487 [CI Failure] Fix Gemma3 RoPE configuration for sliding attention layers (#29111) 
Signed-off-by: Huamin Li <3ericli@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-20 23:53:30 -08:00
Cyrus Leung
0e741c12e3 [Bugfix] Fix Plamo3 rope handling (#29092) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-21 11:38:35 +08:00
Jee Jee Li
9875be6431 [LoRA][2/2]Remove LoRA extra vocab (#28545) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-21 09:46:43 +08:00
Fanli Lin
a2e9ebe9e2 [BugFix] Fix flash_attn import in siglip2navit.py (#29082) 
Signed-off-by: Fanli Lin <fanli.lin@intel.com>
 2025-11-20 12:14:29 +00:00
Zhewen Li
93c8672ceb [Bugfix] Fix spec decode memory regression after #28549 (#28819) 
Signed-off-by: zhewenli <zhewenli@meta.com>
 2025-11-20 19:05:50 +08:00
Shinichi Hemmi
c9e093116c [MODEL] Implement plamo3 (#28834) 
Signed-off-by: Shinichi Hemmi <50256998+Alnusjaponica@users.noreply.github.com>
 2025-11-20 03:00:19 -08:00
Pleaplusone
06c20c9904 [ROCm] Add AMD GPU support on Deepseek v3.2 and SparseMLA (#26670) 
Signed-off-by: ganyi <ygan@amd.com>
 2025-11-20 02:54:01 -08:00
Anna Shors
6eb745d9bd Add truncate arg to yarn to match openai implementation of gpt-oss (#28244) 
Signed-off-by: ashors1 <ashors@nvidia.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
 2025-11-20 18:53:50 +08:00
Dezhan
dc45efc8ef [BugFix] Fix Llama4 Pipeline Parallelism Assert Error (#28577) 
Co-authored-by: Dezhan Tu <dztu@meta.com>
 2025-11-20 02:52:36 -08:00
Pleaplusone
7218f83992 [ROCm][BugFix] Fix shared expert loading error when disable VLLM_ROCM_USE_AITER_FUSION_SHARED_EXPERTS (#28633) 
Signed-off-by: ganyi <ygan@amd.com>
 2025-11-20 14:50:23 +07:00
Lukas Geiger
a9705a290a [Model][QwenVL] Replace torch.repeat_interleave with faster np.repeat (#28964) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-11-19 22:04:23 -08:00
Isotr0py
64192d5624 [Bugfix] Revert custom attention mask for gemma3-mm (#28995) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-20 13:23:22 +08:00
Wentao Ye
5031cd5d55 [Refactor] Optimize select_experts (#28069) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-11-19 18:53:15 -05:00
JartX
8e38e99829 [Feature] EPLB on Qwen3VLMoe and CompressedTensorsWNA16MoEMethod (#28849) 2025-11-19 18:30:08 -05:00
Wentao Ye
0075bfffd4 [CI] Fix precommit rope_theta issue (#29040) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-11-19 14:22:43 -08:00
Yongye Zhu
88f5b19f0b [DeepSeek] Fix DeepSeek V3.2 Rope Embedding (#28968) 
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
 2025-11-19 16:30:04 -05:00
Qiu
2fd893b4ce [Feature] Prefill Context Parallel (PCP) basic support (#28718) 
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Signed-off-by: FENP <yuanyongjie.yyj@antgroup.com>
Signed-off-by: LookAround <lixushi@huawei.com>
Signed-off-by: Jingchun Gao <gaojingchun1@huawei.com>
Signed-off-by: zhenwenqi2024 <zhenwenqi_2022@qq.com>
Co-authored-by: FENP <yuanyongjie.yyj@antgroup.com>
Co-authored-by: LookAround <lixushi@huawei.com>
Co-authored-by: Jingchun Gao <gaojingchun1@huawei.com>
Co-authored-by: zhenwenqi2024 <zhenwenqi_2022@qq.com>
Co-authored-by: Jingchun Gao <63247409+gjc0824@users.noreply.github.com>
 2025-11-19 15:52:44 -05:00
Izzy Putterman
02f5903b84 Eagle: MM Cuda Graphs with MRope (#28896) 
Signed-off-by: Izzy Putterman <iputterman@nvidia.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-19 15:01:05 -05:00
Yuxuan Zhang
0c80efd94f GLM-V video segmentation solution adjustment (#28941) 
Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
 2025-11-19 17:32:55 +00:00
Harry Mellor
a8b70304d6 Update rope_scaling to rope_parameters in preparation for Transformers v5 (#28542) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-19 09:06:36 -08:00
Shanshan Shen
d44e9df7d4 [Model][Mamba] Add selector for mamba attention backend and make it pluggable for other device (#26487) 
Signed-off-by: shen-shanshan <467638484@qq.com>
 2025-11-19 16:24:55 +00:00
Harry Mellor
4f5299f717 Relax Transformers modeling backend MoE experts check (#28952) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-19 21:50:30 +08:00
Lukas Geiger
3d4e7d34be [Model][QwenVL] Simplify cos/sin rotary embedding indexing (#28962) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-11-19 05:43:01 +00:00
Gleb Kurchanov
73ff872db0 [Bugfix] Fix typo in Qwen3 Next model executor (#28960) 
Signed-off-by: Gleb Kurchanov <nepherpitou@gmail.com>
 2025-11-19 05:21:02 +00:00
Jerry Zhang
da94c7c0eb Move online quantization to model.load_weights (#26327) 
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
 2025-11-18 16:52:41 -08:00
tomeras91
1395461f5f [Hybrid][torch.compile] Refactor mamba2 forward to avoid obscuring linear projections under custom op (#28587) 
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
 2025-11-18 16:49:36 -08:00
Isotr0py
e4bb2684bc [Models] Replace all nn.Conv2d with vLLM's Conv2dLayer (#28842) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-18 18:56:04 +00:00
Luciano Martins
c2612371ad [Model] Add Gemma3 GGUF multimodal support (#27772) 
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-18 08:56:29 -08:00
Canlin Guo
b9489f51e1 [Model][Perf] Use cos and sin cache in QwenVL (#28798) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2025-11-18 11:51:54 +00:00
Ning Xie
0168f69e50 [Misc] Remove unnecessary parentheses from log statements (#28897) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-11-17 20:33:46 -08:00
Pranav
f77bce001a [Model] Add Afmoe architecture implementation (#28332) 
Signed-off-by: Maziyar Panahi <maziyar.panahi@iscpif.fr>
Signed-off-by: Pranav <veldurthipranav@gmail.com>
Co-authored-by: Maziyar Panahi <maziyar.panahi@iscpif.fr>
 2025-11-17 15:11:20 -08:00
Shreyas Kulkarni
95ae50b7d1 [Quantization] [Eagle] Add complete quantization support to the draft model in Eagle (#28435) 
Signed-off-by: Shreyas Kulkarni <shreyas.gp269@gmail.com>
 2025-11-17 15:01:34 -08:00
wuyaoxuehun
ab01cd14e5 [BugFix] Fix glm4_moe_mtp load weights bug (#28805) 
Signed-off-by: wuyaoxuehun <798143193@qq.com>
 2025-11-17 17:13:11 +08:00
Lukas Geiger
5a87076d6e [Model][QwenVL] Optimize Qwen2_5_VisionAttention q,k preparation (#28769) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-16 17:37:15 +00:00
Anna Shors
8d259fad6c Fix gpt oss weight loading with EP + bf16 (#28765) 
Signed-off-by: ashors1 <ashors@nvidia.com>
 2025-11-16 13:12:45 +00:00
Dezhan
af02c40970 Fixed gpt-oss _load_weights_other() parameter position bug (#28715) 
Co-authored-by: Dezhan Tu <dztu@meta.com>
 2025-11-16 09:46:29 +00:00
Lukas Geiger
07cadab27a [Model][Qwen3VL] Cache positional embedding indices (#28475) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-11-15 19:03:09 +00:00
Eldar Kurtić
e439c784fa Add support for Eagle with separate lm-head and embed_tokens layers (#28549) 
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
 2025-11-15 06:12:02 -08:00
hwhaokun
085a525332 [Model] Fix lmhead init bug of bailing_moe (#28777) 
Signed-off-by: hwhaokun <haokun0405@163.com>
Co-authored-by: zhaozx-cn <zhaozx2116@163.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-15 05:44:12 -08:00