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1780 Commits

Author SHA1 Message Date
yt0428
05cae69f0f
[model] Add support for openPangu_Ultra_MoE (#27521) 
Signed-off-by: yuantao <2422264527@qq.com>
Signed-off-by: yt0428 <51468697+yt0428@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-04 08:17:20 -08:00
Vadim Gimpelson
5fd8f02ea9
[PERF] Decouple projections from GDN custom op (#27512) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2025-11-04 08:11:41 -08:00
tomeras91
77f8001f53
[Model][Bugfix] fix pipeline parallelism support for NemotronH (#27968) 
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
 2025-11-04 12:28:36 +00:00
vllmellm
b13a447546
[Bugfix][ROCm] Fix ViT rotary embeddings for torch.compile compatibility on ROCm (#27748) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-11-03 17:12:19 -08:00
Lucas Kabela
55011aef24
[Bugfix][Qwen][Multimodal] Move Qwen2_5_vl sdpa to custom op and reenable compile (#27764) 
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
 2025-11-03 11:12:15 -08:00
zhang-prog
40b69e33e7
[Model] Add PaddleOCR-VL Model Support (#27758) 
Signed-off-by: zhangyue <zhangyue66@baidu.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: zhangyue66 <zhangyue66@baidu.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-03 19:04:22 +08:00
Asaf Joseph Gardin
00b31a36a2
[V1] [Hybrid] Mamba1 Automatic Prefix Caching (#26377) 
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
 2025-11-02 04:16:23 -08:00
Cyrus Leung
853a8eb53b
[Bugfix] Fix Qwen Omni audio inference (#27920) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-02 05:06:05 +00:00
TJian
e2347dbf58
[Bugfix] [Model] Missing MRoPE function definition from KeyeForConditionalGeneration (#27895) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-11-01 13:45:23 +08:00
Cyrus Leung
879a06579e
[CI/Build] Bump transformers version (#27528) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-31 22:11:07 -07:00
Yan Ma
7e2729b57e
[Multimodal][XPU]Enable vision attn backend for xpu platform (#27525) 
Signed-off-by: Yan Ma <yan.ma@intel.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Yejing Lai <yejing.lai@intel.com>
Co-authored-by: Guancheng Fu <110874468+gc-fu@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2025-11-01 04:45:02 +00:00
ZiTian Zhao
bc306fe5e9
fix incorrect type annotation in KimiMLP (#27885) 
Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
 2025-10-31 17:38:02 +00:00
Isotr0py
7e06c40e63
[Bugfix] Fix broken MRoPE for GLM-4.1V/GLM-4.5V (#27860) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-31 17:04:51 +00:00
toncao
e5ef4dfc11
[Kimi-Linear] Correct prefixes and add compatibility to AWQ quants (#27834) 
Signed-off-by: toncao <cpatonn@gmail.com>
Co-authored-by: toncao <cpatonn@gmail.com>
 2025-10-31 17:36:37 +08:00
Tyler Michael Smith
ab98f6556f
[Bugfix] Fix 2 precommit issues - (mamba_block_size, kv_cache_config) (#27811) 
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-10-30 11:52:18 -07:00
Mengqing Cao
1004205795
[MTP] Refactor mtp predictor to avoid d2h operation (#27643) 
Signed-off-by: MengqingCao <cmq0113@163.com>
 2025-10-30 17:27:39 +00:00
Fan Yin
9956aae4ea
[Model][Ouro] Support Ouro Model (#27794) 
Signed-off-by: yinfan.1024 <yinfan.1024@bytedance.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: yinfan.1024 <yinfan.1024@bytedance.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-30 22:34:41 +08:00
Zhiyuan Li
4e68cc9b6a
[Model] Introduce Kimi Linear to vLLM (#27809) 
Signed-off-by: lizhiyuan <lizhiyuan@moonshot.cn>
Signed-off-by: Zhiyuan Li <uniartisan2017@gmail.com>
 2025-10-30 21:02:27 +08:00
wang.yuqi
4464723f22
[Frontend][Doc][5/N] Improve all pooling task | Polish encode (pooling) api & Document. (#25524) 
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-10-30 12:13:05 +00:00
Zhewen Li
e806178d2a
[BugFix][VL] Fix FA selection on Qwen2.5-VL (#27790) 
Signed-off-by: zhewenli <zhewenli@meta.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-30 07:54:44 +00:00
Chenheli Hua
48eb8eba58
[Temp fix] Disable torch.compile for Qwen2.5 VL's VisionBlock temporarily. (#27760) 
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-29 23:17:48 +00:00
JartX
7568a282b9
[FIXBUG] Qwen3VL hallucinations without Contiguous on Torch.SDPA (#27744) 
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-10-29 16:55:35 +00:00
Roger Young
d6704dd099
Fix MiniMax-M2 rmsnorm precision and remove useless code (#27627) 
Signed-off-by: xuebi <xuebi@minimaxi.com>
Co-authored-by: xuebi <xuebi@minimaxi.com>
 2025-10-29 21:01:05 +08:00
Jiangyun Zhu
8df98c2161
[perf] Enable concurrent execution of "shared_experts" and "selected_experts" in qwen3-next (#27578) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-10-29 08:12:54 +00:00
Lukas Geiger
0d8161b075
[Model] Fix Qwen3VL and Qwen3Omni after torch.compile changes (#27705) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-29 05:28:20 +00:00
Lucas Kabela
94666612a9
[Misc][qwen2_5_vl][torch.compile] Enable supports_torch_compile on generic nn.Module and demonstrate speedup on Qwen Vision model (#23207) 
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
Signed-off-by: Lucas Kabela <lucasakabela@gmail.com>
 2025-10-28 22:36:43 +00:00
Asaf Joseph Gardin
05181cc57f
[Hybrid] Add mamba_block_size to Engine Args (#27289) 
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
 2025-10-28 12:54:24 +00:00
tingtinggithub
23ad820553
fixing mm placeholder replacement issue with gemma3 (#27538) 
Signed-off-by: tingtingtang1992 <streamttt@gmail.com>
 2025-10-27 14:34:01 +00:00
Yu Jiaqi
4f882be4a0
[Model] Siglip2 Model Support (#27566) 
Signed-off-by: piood <2477084691@qq.com>
 2025-10-27 06:57:37 -07:00
Asaf Joseph Gardin
9273754222
[Hybrid] Added supports_mamba_prefix_caching Protocol (#27339) 
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
 2025-10-27 13:05:20 +00:00
Jee Jee Li
2d631d28c6
[Doc] Slight improvement to M2 and beyond (#27554) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-27 09:02:10 +00:00
Cyrus Leung
cbd5e07a51
[Model] Use merge_by_field_config for MM models (Qwen series) (#27546) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-27 05:38:05 +00:00
CSWYF3634076
63b22e0dbb
[Model][Bugfix] fix ernie45 moe 300B SharedFusedMoE output tuple (#27316) 
Signed-off-by: wangyafeng <wangyafeng@baidu.com>
 2025-10-26 20:53:31 -07:00
Roger Young
5980604c44
Fix MiniMax-M2 copyright (#27537) 
Signed-off-by: xuebi <xuebi@minimaxi.com>
Co-authored-by: xuebi <xuebi@minimaxi.com>
 2025-10-27 03:29:51 +00:00
Roger Young
720af6ab79
[Model][MiniMax-M2] Support MiniMax-M2 Model (#27535) 
Signed-off-by: xuebi <xuebi@minimaxi.com>
Co-authored-by: xuebi <xuebi@minimaxi.com>
 2025-10-27 00:59:11 +08:00
Yeshwanth N
71b1c8b667
[Chore]:Extract math and argparse utilities to separate modules (#27188) 
Signed-off-by: Yeshwanth Surya <yeshsurya@gmail.com>
Signed-off-by: Yeshwanth N <yeshsurya@gmail.com>
Signed-off-by: yeshsurya <yeshsurya@gmail.com>
 2025-10-26 04:03:32 -07:00
JartX
65d2cf9511
[BUGFIX][ROCM] ViT FlashAttention on ROCm (no GFX9) and contiguous on qwen3vl ROCm TORCH_SDPA (#27190) 
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-10-26 15:08:52 +08:00
Cyrus Leung
66a168a197
[CI/Build] Refactor processing tests (#27470) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-25 16:14:30 +00:00
Isotr0py
acc78aeb88
[Bugfix] Fix interns1-vit qk norm code path (#27480) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-24 17:43:45 +00:00
fhl2000
284cc92275
[MISC] cudagraph_capture_sizes related improvements (#26016) 
Signed-off-by: fhl <2410591650@qq.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-24 05:11:05 -07:00
Isotr0py
42efe609ba
[MM][Bugfix] Replace PatchEmbed's conv3d to linear layer (#27418) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-24 07:32:47 +00:00
Harry Mellor
1f9460c4c1
Fix pooling adapters for Transformers backend (#27338) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-23 20:23:55 -07:00
xiao-llm
70022ffc00
Granite 4.0 quark quantization support (#26944) 
Signed-off-by: Xiao YU <Xiao.YU@xilinx.com>
Signed-off-by: Xiao Yu <xiao.yu.dc@outlook.com>
Co-authored-by: Xiao YU <Xiao.YU@xilinx.com>
 2025-10-24 02:14:03 +00:00
Yu Jiaqi
0552cfb195
[Model] Siglip Embedding Support (#27324) 
Signed-off-by: piood <2477084691@qq.com>
 2025-10-23 20:19:48 +00:00
Jonathan Chen
ca76486a16
[Chore] Separate out vllm.utils.platform_utils.py (#27374) 
Signed-off-by: Jonathan <chenleejonathan@gmail.com>
 2025-10-23 19:08:06 +00:00
wang.yuqi
3fa2c12185
[Frontend][4/N] Improve all pooling task | Add plugin pooling task (#26973) 
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Christian Pinto <christian.pinto@ibm.com>
 2025-10-23 14:46:18 +00:00
Cyrus Leung
fe2016de2d
[CI/Build] Remove unnecessary flags from test registry (#27353) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-23 14:42:40 +00:00
Bradley D
570c3e1cd4
[Bugfix] Honor --mm_encoder_attn_backend when used (#27124) 
Co-authored-by: Bradley D <4551889+bradleyhd@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-23 20:09:52 +08:00
tomeras91
61089465a6
[Model] Add MoE support for NemotronH (#25863) 
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
 2025-10-23 10:27:23 +00:00
Isotr0py
2566dca2a9
[Bugfix] Fix deepseek-ocr multi-image inference and add merge_by_field_config=True with tensor schema support (#27361) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-22 17:15:38 -07:00