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1760 Commits

Author SHA1 Message Date
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
Luciano Martins
e05a6754a8 [Model] Revert PR #26715: Restore custom PaliGemma and Gemma3-MM impl… (#27309) 
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
 2025-10-22 10:05:34 -07:00
Isotr0py
db6f28d898 [Bugfix] Fix HF format InternVL large variants video processing (#27330) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-22 08:39:23 -07:00
Cyrus Leung
14e2f1231e [Bugfix] Make get_mrope_input_positions instance methods (#27342) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-22 08:38:34 -07:00
Isotr0py
675aa2ec64 [Model] Upstream Deepseek-OCR model (#27247) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-22 07:59:15 -07:00
Lain
09a7e6f617 [Deepseek v3.2] Remove extra logics in indexer (#26465) 
Signed-off-by: Siyuan Fu <siyuanf@nvidia.com>
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
Signed-off-by: Lain <siyuanf@nvidia.com>
Co-authored-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
 2025-10-21 23:34:03 +00:00
Alexander Matveev
344a0017c0 [Performance] Dual stream execution of "shared_experts" and "selected_experts" inside FusedMoE (#26440) 
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
 2025-10-21 21:38:29 +00:00
Daniel Cámpora
80e9452984 [Deepseek v3.2] Optimize top_k_per_row (#26763) 
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
 2025-10-21 08:30:07 +00:00
Roger Wang
c3a2c6ac5f [MM][Core] Decouple ViT backend from LM backend (#27061) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-10-21 00:30:10 -07:00
Zebing Lin
be4445072c [Fix][Spec Decode] Fix llama4 draft loading with different quantization (#27136) 
Signed-off-by: linzebing <linzebing1995@gmail.com>
 2025-10-20 23:19:00 -07:00
Benjamin Chislett
f381cf2302 [Bugfix] Fix broken MTP weight loading for FP8 KV Scales (#27227) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2025-10-20 22:51:44 -07:00
Po-Han Huang (NVIDIA)
aef368aa08 [BugFix] GPT-OSS Attention DP + MoE TP weight loading issue (#24032) 
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
 2025-10-21 04:03:47 +00:00
Chen Wu
5f6cbf60d6 [Feature][Kernel]FusedMoE LoRA (#21229) 
Signed-off-by: wuchen <cntryroa@gmail.com>
Signed-off-by: banjuede <lmklhc@163.com>
Signed-off-by: Chen Wu <cntryroa@gmail.com>
Signed-off-by: Danielle Robinson <dmmaddix@amazon.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: bk-201 <joy25810@foxmail.com>
Co-authored-by: wuchen <wuchen@zetyun.com>
Co-authored-by: Nathan Van Gheem <vangheem@gmail.com>
Co-authored-by: banjuede <lmklhc@163.com>
Co-authored-by: Danielle Robinson <dmmaddix@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: bk-201 <joy25810@foxmail.com>
 2025-10-21 03:01:37 +00:00
Isotr0py
352c0c8a28 [Quantization] Automatically infer AWQ modules_to_not_convert field (#26909) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-21 01:49:28 +00:00
Eugene Khvedchenya
e93ff6c8b9 Nemotron Nano V2 VL + EVS Video Support (#27107) 
Signed-off-by: Eugene Khvedchenia <ekhvedchenia@nvidia.com>
Signed-off-by: Natan Bagrov <nbagrov@nvidia.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Natan Bagrov <nbagrov@nvidia.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-20 22:19:11 +08:00
Yi Zhang
f32bf7582e [Model][VLM] Support Bee-8B Model (#27012) 
Signed-off-by: uyzhang <yi.zhang.4096@gmail.com>
Signed-off-by: Yi Zhang <zhangyi970819@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-20 02:31:26 +00:00
Cyrus Leung
d31f7844f8 [Misc] Move utils to avoid conflicts with stdlib, and move tests (#27169) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-19 05:20:55 -07:00
Lucas Wilkinson
c2bba69065 [BugFix] Disable fp8 kv-cache by default for DeepSeek V3.2 (#27121) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-10-18 22:05:23 +00:00
Isotr0py
6ac5e06f7c [Chore] Clean up pytorch helper functions in vllm.utils (#26908) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
 2025-10-18 09:48:22 -07:00
Lukas Geiger
5c2acb270a [Models][QwenVL] Remove unnecessary .contiguous() calls (#27106) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-10-18 07:05:05 -07:00
Nicolò Lucchesi
b26b70bec4 [Misc] Refactor get_kv_cache_spec into AttentionLayerBase (#26587) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-10-18 13:51:21 +00:00