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3132 Commits

Author SHA1 Message Date
Varun Sundar Rabindranath
e5e076cad7 [BugFix] Stopgap - Flashinfer Autotuner + GPT-OSS + DP/TP (#27762) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-10-30 08:24:31 -07:00
Li, Jiang
eebf00cb0c [Bugfix][CPU] Fix MRoPE dispatch on the CPU backend (#27800) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-10-30 15:12:05 +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
Bram Wasti
ded8ada86a Add more dims for batch invariant shims (#27489) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
Signed-off-by: Bram Wasti <bwasti@fb.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-10-30 05:28:45 +00:00
Benjamin Bartels
17d055f527 [Feat] Adds runai distributed streamer (#27230) 
Signed-off-by: bbartels <benjamin@bartels.dev>
Signed-off-by: Benjamin Bartels <benjamin@bartels.dev>
Co-authored-by: omer-dayan <omdayan@nvidia.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-10-29 21:09:10 -07:00
Yan Ma
b798e39f93 [XPU][bugfix] fix rope for llama4 and deepseek (#25145) 
Signed-off-by: Yan Ma <yan.ma@intel.com>
 2025-10-30 09:43:13 +08:00
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
Wentao Ye
b5d90f7400 [Bug] Fix DBO IMA issue for DeepEPHT (#27666) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-29 16:28:27 -04:00
Wentao Ye
fcb1d570bb [Bug] Fix DeepEP low latency assert self.batched_router_logits.size(-1) == full_router_logits.size(-1) Bug (#27682) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-29 14:50:39 -04:00
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
Zhewen Li
8b62495076 [Bugfix] Fix non-contiguous tensor error in rocm_unquantized_gemm_impl (#27605) 
Signed-off-by: zhewenli <zhewenli@meta.com>
 2025-10-29 00:00:15 -07:00
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
Wentao Ye
6afc28a9ba [Test] Batch Invariant: Unit test using parameterized backend (#27478) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-28 13:51:35 -07:00
Zhiyuan Li
e88bdd60d9 [FLA] Introduce Kimi Delta Attention(KDA) to VLLM (#27654) 
Signed-off-by: lizhiyuan <lizhiyuan@moonshot.cn>
 2025-10-28 22:56:28 +08:00
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
Wentao Ye
0484b64248 [Bug] Fix shape issue for eplb expert weights (#27589) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-10-28 20:44:05 +08:00
Matthew Bonanni
44b5ce956d [Bugfix] In LongRoPE, decide short vs long based on max_model_len (#27431) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-10-28 12:00:56 +00:00
Li, Jiang
d34f5fe939 [Bugfix][CPU] Fallback oneDNN linear to torch linear to fix half gemm support on legecy platforms (#27526) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-27 23:25:44 -07:00
Eric Yue
bdb01a38fe [Hardware][AMD][Model] Triton MoE tuning configs for GLM-4.6 for MI300X (#27323) 
Signed-off-by: minatoaquaMK2 <jiacheng.yue@foxmail.com>
 2025-10-27 22:58:06 -07:00
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
Varun Sundar Rabindranath
5d3be3ba4c [Bugfix][LoRA][FusedMoE] Select MxFP4 Backend based on LoRA Enablement (#27487) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-10-27 07:32:50 -07:00
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
Cyrus Leung
7c2bdb83dc [Misc] Clean up utils (#27552) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-27 09:05:40 +00:00
Danielle Robinson
9932ed6a83 [Kernel] Adding split_K implementation for fused_moe_lora (#27291) 
Signed-off-by: Danielle Robinson <dmmaddix@amazon.com>
Signed-off-by: Danielle Robinson <dcmaddix@gmail.com>
Co-authored-by: Danielle Robinson <dmmaddix@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-27 02:05:24 -07:00
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
Varun Sundar Rabindranath
269c4db0a4 [Misc][DP] Guard mxfp4 implementation selection (#27484) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-10-24 23:29:24 +00:00
Wentao Ye
52efc34ebf [Log] Optimize Startup Log (#26740) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-24 19:27:04 -04:00
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
Xiangyu Li
5cc6bddb6e [Kernel] Add GPTQv2 format support for low-bit or asymmetric quantization, by adapting gptq_gemm (#26092) 2025-10-23 23:26:13 -04:00
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
Akash kaothalkar
f417746ad7 [Hardware][POWERPC] Disable oneDNN path in vllm/model_executor/layers/utils.py for Powerpc (#27422) 
Signed-off-by: Akash Kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash Kaothalkar <akash.kaothalkar@ibm.com>
 2025-10-23 21:21:36 +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