 Jee Jee Li
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e2c8eeac40
|
[kernel] Fused embedding kernel (#53677)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
|
2026-08-31 11:34:14 +00:00 |
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Andreas Karatzas
|
399247cc88
|
[Bugfix][MM] Fix MiniCPM-o image processor reuse on Transformers v5 (#54501)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
|
2026-08-31 17:07:52 +08:00 |
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jl9876andKunshang Ji
|
1b9539d37c
|
[Quantization][Autoround][XPU] Support AutoRound MXFP8 MoE models (#51248)
Signed-off-by: jl9876 <jia.li@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-08-31 16:37:01 +08:00 |
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zofiaandopencode
|
2a61f060d3
|
[XPU] Ensure unquantized linear weight is N-contiguous (#53536)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Co-authored-by: opencode <noreply@opencode.ai>
|
2026-08-31 16:01:24 +08:00 |
|
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Li, Jiang
|
fdbf2ddbd2
|
[Bugfix][CPU] Fix several bugs (#54042)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
|
2026-08-31 15:33:06 +08:00 |
|
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Jee Jee Li
|
8e92248f79
|
[Kernel] Retire the DSv3 router GEMM CUDA kernel (#54040)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
|
2026-08-31 07:15:31 +00:00 |
|
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Prudhvi Vuda
|
7292ee2791
|
[Bugfix][Multimodal] Honor modality-scoped mm_processor_kwargs (#53808)
Signed-off-by: Prudhvivuda <prudhvi12042001@gmail.com>
|
2026-08-31 06:37:12 +00:00 |
|
|
+5
|
e126687a9a
|
[Model] Support Qwen3.8-Flash-Next (#53896)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: andyluo7 <andy.luo@amd.com>
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: Harry Huang <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: KungYork <firelikest@163.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: andyluo7 <43718156+andyluo7@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-08-31 05:57:56 +00:00 |
|
|
LironKesem
|
44fe2a392b
|
[CPU] add CPU support for Voxtral (#53921)
Signed-off-by: Liron Kesem <52330564+LironKesem@users.noreply.github.com>
|
2026-08-31 04:20:37 +00:00 |
|
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Isotr0py
|
555ea65e8c
|
[Frontend] Add video embeds input support (#54242)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
|
2026-08-31 03:20:47 +00:00 |
|
|
|
7ab2923489
|
[Flashinfer] Upgrade Flashinfer version to 0.6.18 (#54313)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
|
2026-08-30 16:01:05 -07:00 |
|
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Aditya JhaandClaude
|
9d0fe9bac8
|
[Bugfix][Quantization][MoE] Route weight only NVFP4 checkpoints through W4A16 (#54427)
Signed-off-by: Aditya Jha <4adityajha@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-08-30 13:02:15 -04:00 |
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Jiangyun ZhuandOpenAI Codex
|
8c51b92654
|
[Bugfix] Avoid global config lookup in sparse indexer forward (#54400)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-08-30 03:31:47 -07:00 |
|
|
|
2c7d7dd64a
|
[Perf][ROCm] Dual-stream decode with hipgraphs (#52033)
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
|
2026-08-30 08:24:20 +00:00 |
|
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Devon KrismanandClaude Fable 5
|
4f78a8fdd0
|
[Model] Honor cap_pixels_per_frame in Qwen3-VL memory profiling (#54380)
Signed-off-by: Devon Krisman <git@krisman.dev>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
|
2026-08-30 08:07:29 +00:00 |
|
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Connor Carpenter
|
7a67941c1d
|
[Rust Frontend][gRPC] Add audio and video media inputs (#53760)
Signed-off-by: Connor Carpenter <connorc@nvidia.com>
|
2026-08-30 11:31:37 +08:00 |
|
|
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b016ed8ea3
|
[Bugfix][Multimodal] Release Qwen2.5-VL and Qwen3-VL RoPE caches with the model (#54346)
Signed-off-by: waizuichougou <2082431897@qq.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
|
2026-08-30 11:10:29 +08:00 |
|
|
hcl
|
b5707bf994
|
[Bugfix][MoE] Enable cuBLAS out_dtype router GEMM on all CUDA archs (fixes family-120/GB10) (#54048)
Signed-off-by: Chenglun Hu <chenglunhu@gmail.com>
|
2026-08-29 19:18:42 -07:00 |
|
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Shenglei FuandClaude Fable 5
|
129087ddab
|
[Perf] Reuse topk SparseMatrix routing metadata in GPT-OSS MoE forward (#45457)
Signed-off-by: Shenglei Fu <sfu@confluent.io>
Signed-off-by: Shenglei Fu <117230642+ShengleiFu@users.noreply.github.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
|
2026-08-29 12:14:39 -04:00 |
|
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Nicolò Lucchesi
|
7f4793eaa3
|
[Nixl][PD] DCP support for MLA models (#50611)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
|
2026-08-29 16:03:53 +00:00 |
|
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Taneem Ibrahim
|
fd5d3aea94
|
[Mypy] Fix typing for J models (#54130)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
|
2026-08-29 08:50:15 -04:00 |
|
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Oxana KorzhandClaude Opus 5
|
fb68025138
|
[Bugfix][MRV2] Release model and KV cache on in-process engine shutdown (#54162)
Signed-off-by: Oxana Korzh <okorzh@amd.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
|
2026-08-28 22:09:08 -07:00 |
|
|
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b2f685834a
|
[Hy4] support Hy4-preview model (#54160)
Signed-off-by: chengvjiang <chengvjiang@tencent.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: chengvjiang <chengvjiang@tencent.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: russellfeng <russellfeng@tencent.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
|
2026-08-29 12:07:28 +08:00 |
|
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Nick Hill
|
6c18a54648
|
[Perf] Avoid h2d copies from non-pinned CPU tensors (#54299)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
|
2026-08-29 12:06:30 +08:00 |
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kaiyuanxieandCalvinXKY
|
738bc8811a
|
[BugFix] Disable TP for Qwen3-Omni audio encoder when heads % TP != 0 (#50858)
Signed-off-by: CalvinXKY <xky@users.noreply.github.com>
Co-authored-by: CalvinXKY <xky@users.noreply.github.com>
|
2026-08-29 11:18:04 +08:00 |
|
|
|
46a83642f6
|
[Perf] Pin CPU tensors before non_blocking H2D in three MM paths (#54292)
Signed-off-by: Keyi Li <likey6688@gmail.com>
Co-authored-by: Keyi Li <likey6688@gmail.com>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
|
2026-08-28 20:13:40 -07:00 |
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Ronaldandaoshen02
|
16d6c376bc
|
[Bugfix][Models] Register sleep-managed runtime buffers (#53507)
Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
|
2026-08-29 10:32:24 +08:00 |
|
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Shinichi Hemmi
|
df14152ac6
|
[Model] Support speculative decoding method for PLaMo3 (#54239)
Signed-off-by: Shinichi Hemmi <shemmi@preferred.jp>
|
2026-08-28 22:31:07 +00:00 |
|
|
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c274d36103
|
[Bugfix] Keep the Moondream3 MoE all-reduce out of the fused-path try (#54152)
Signed-off-by: Oxana Korzh <okorzh@amd.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
|
2026-08-28 15:06:42 -07:00 |
|
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Nick HillandKimi Code
|
70732942c6
|
[Bugfix][ROCm] Pre-allocate wvSplitKrc static workspaces before KV init (#54247)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Kimi Code <noreply@moonshot.ai>
|
2026-08-28 14:22:53 -07:00 |
|
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Taneem IbrahimandWentao Ye
|
21fa2c5a2a
|
[Mypy] Fix mypy typing for model interfaces and H/I models (#54079)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-08-28 16:49:19 -04:00 |
|
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afriedriandAndreas Karatzas
|
2f1cba799e
|
[ROCm] remove VLLM_ROCM_USE_AITER_FP4_ASM_GEMM environment variable; make w4a4 use the preshuffle triton+asm by default (#53141)
Signed-off-by: Andy Friedrich <afriedri@amd.com>
Signed-off-by: afriedri <afriedri@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
|
2026-08-28 18:59:53 +00:00 |
|
|
Chipmunk
|
ffe690eca9
|
[MM][CG] Support ViT full CUDA graph for Idefics3 and SmolVLM (#47625)
Signed-off-by: Ryouichi Kurihara <ryouichi.kurihara.628@gmail.com>
|
2026-08-28 17:16:31 +00:00 |
|
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xuebwang-amd
|
06569a8696
|
[ROCm][Quantization][MOE] Enable fused shared experts for block-quantized FP8 (#53097)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
|
2026-08-28 09:23:07 -07:00 |
|
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maobaolongandCodex
|
6f7df92a8e
|
[CPU][MLA] Fix prefill backend selection so MLA runs end-to-end on CPU (#51471)
Signed-off-by: baoloongmao <baoloongmao@tencent.com>
Co-authored-by: Codex <codex@openai.com>
|
2026-08-28 12:36:55 +08:00 |
|
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Thien Tran
|
6ec92bcbc8
|
[Kimi-K3] Merge MLA gate into QKV-A projection (#54015)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
|
2026-08-27 17:47:18 -07:00 |
|
|
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7c877062ac
|
[kernel] Integrate FlashInfer BF16 CuTeDSL Low Latency GEMM (#50572)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
|
2026-08-27 22:29:12 +00:00 |
|
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Matthew BonanniandOpenAI Codex
|
de9250ac9e
|
[Attention] Enable masked MHA for GLM-5 head dimensions (#53785)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
|
2026-08-27 21:17:12 +00:00 |
|
|
Chauncey
|
7d5769b2d9
|
[Perf][DSv4] Use native CUDA SwiGLU clamp kernel for Humming MoE (throughput +1.40%) (#53685)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
|
2026-08-27 13:52:45 -07:00 |
|
|
Elvir Crnčević
|
674c284dbd
|
Fix Humming MoE activation_output aliasing (#54056)
|
2026-08-27 18:28:38 +00:00 |
|
|
Khushali Desai
|
c7b0467c25
|
buffer size insuffient Dspark sd for FlashInfer MNNVL allreduce (#50932)
|
2026-08-27 11:01:08 -04:00 |
|
|
hcl
|
42e7942ac9
|
fix(config): guard LlamaBidirectionalConfig against missing hf_config.pooling (#50536)
Signed-off-by: Chenglun Hu <chenglunhu@gmail.com>
|
2026-08-27 18:56:07 +08:00 |
|
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Luciano MartinsandLuciano Martins
|
2ab187430b
|
[Bugfix] Make Gemma4 MTP suppress_tokens masking CUDA-graph-safe (#53884)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
|
2026-08-26 15:39:19 +00:00 |
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Oliver HolworthyandOpenAI Codex
|
28b484e5d7
|
[Model] Pixtral: use packed multimodal encoder attention (#52185)
Signed-off-by: Oliver Holworthy <1216955+oliverholworthy@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-08-26 14:14:40 +00:00 |
|
|
|
c47ca4aaeb
|
[Mypy Fix] Mypy fix for "vllm/model_executor/models/[tT]" (#53466)
Signed-off-by: Jensen Chen <a1043904820@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-26 14:12:11 +00:00 |
|
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Robert ShawandRobert Shaw
|
6a5e8f5979
|
[DeepEPv2] Support MXFp8 Activation Scale Dispatch (#51398)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-08-26 12:26:11 +00:00 |
|
|
|
61d4f56635
|
[Offloader] Offload submodules that make_layers never reaches (#53120)
Signed-off-by: ray24777 <103923677+ray24777@users.noreply.github.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-08-26 18:37:00 +08:00 |
|
|
|
2267d3b112
|
[AttentionBackend][HPC-ops] update hpc rope norm to support stride kv cache (#53705)
Signed-off-by: chengvjiang <chengvjiang@tencent.com>
Co-authored-by: chengvjiang <chengvjiang@tencent.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
|
2026-08-26 08:20:28 +00:00 |
|
|
Hung Hoang (黄兴）
|
a5f82882a6
|
[Bugfix][Model] Honor Molmo2 dummy video num_frames >= 2 override (#53830)
Signed-off-by: hungh <hungh@nvidia.com>
|
2026-08-26 06:47:02 +00:00 |
|
|
|
044b05220e
|
[Kernel][Perf] Tune fused_moe FP8 config for Qwen3.5 on L40S (+7%) (#53819)
Signed-off-by: nizhang1 <nizhang1@coupang.com>
Co-authored-by: nizhang1 <nizhang1@coupang.com>
Co-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>
|
2026-08-26 04:02:26 +00:00 |
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