 Jee Jee Li
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e2c8eeac40
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[kernel] Fused embedding kernel (#53677)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-08-31 11:34:14 +00:00 |
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699e180df4
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[Bugfix][SM120] DSv4: pass contiguous C128A decode topk indices on SM120 (#53574)
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-31 09:44:42 +00:00 |
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Tianmu LiandOpenAI Codex
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c6c33f2b1f
|
[CPU] Support FP16/BF16 persisted GDN state on AMX (#52191)
Signed-off-by: Li, Tianmu <tianmu.li@intel.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-08-31 16:32:20 +08:00 |
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2cf82bcdd1
|
[Bugfix][DCP] Fix NVIDIA DeepSeek-V3.2 / GLM-5.2 fused attention (#50005)
Signed-off-by: 云挚 <ningyunxiao.nyx@antgroup.com>
Signed-off-by: Mikhail Kostryukov <mike@triptrack.net>
Co-authored-by: Mikhail Kostryukov <mike@triptrack.net>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2026-08-31 00:30:45 -07:00 |
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Jee Jee Li
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8e92248f79
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[Kernel] Retire the DSv3 router GEMM CUDA kernel (#54040)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-08-31 07:15:31 +00:00 |
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+5
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e126687a9a
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[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>
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2026-08-31 05:57:56 +00:00 |
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56058fd572
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[Bugfix][Kernel] Keep packed GDN decode beta in FP32 (#53877)
Signed-off-by: CherryLemon <lemon_cn@alumni.sjtu.edu.cn>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
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2026-08-30 22:15:36 +08:00 |
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dbf662c9e8
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[ROCm][MLA] Reach FULL cudagraphs for AITER MLA speculative decoding (#51171)
Signed-off-by: yudigege86 <naqin@amd.com>
Co-authored-by: yudigege86 <naqin@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-08-29 19:49:55 -07:00 |
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Shenglei FuandClaude Fable 5
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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>
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2026-08-29 12:14:39 -04:00 |
|
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Oxana KorzhandClaude Opus 5
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1a16c2ad2c
|
[CI][Test] Deflake the rms_norm scaling-property assertions (#54271)
Signed-off-by: Oxana Korzh <okorzh@amd.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-08-29 08:08:20 +08:00 |
|
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06cccf8730
|
[Bugfix] Fix int32 token offset overflow in fused SiLU block quant (#53409)
Signed-off-by: Anni <dranox2222@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-08-28 16:23:36 -04:00 |
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afriedriandAndreas Karatzas
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2f1cba799e
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[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>
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2026-08-28 18:59:53 +00:00 |
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Thien Tran
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f956e1c343
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[Kimi-K3][Bugfix] Fix low-latency GEMM fallback initialization (#54167)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-08-28 08:32:20 +00:00 |
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Roy WangandClaude Fable 5
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b74ac0bc61
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[Bugfix] Allocate packed outputs in fused_q_kv_rmsnorm so q_b_proj keeps its low-latency GEMM path at decode (#53109)
Signed-off-by: yasong.wang <yasong.wang@inferact.ai>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
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2026-08-28 02:08:27 +00:00 |
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Misha GoinandOpenAI Codex
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5bbc58c0ad
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[Bugfix] Remove race in fused groupwise RMSNorm quantization (#54111)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-27 19:01:22 -07:00 |
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7c877062ac
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[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>
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2026-08-27 22:29:12 +00:00 |
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Chauncey
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7d5769b2d9
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[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 |
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Wentao Ye
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9818bb3db8
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[Kimi Perf] Tune hopper low latency gemm kernel, 4%~97% performance improvement (#54088)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-08-27 16:48:53 -04:00 |
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Shanshan Shen
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32ad1400d7
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[ROCm][Perf] Fuse SWA q/kv RMSNorm and q FP8 group quant for DeepSeek-V4 (#53540)
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
|
2026-08-27 09:37:54 -07:00 |
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Chauncey
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d21c5b50a1
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[Perf][GLM5.2] Fuse sparse MLA Q concatenation with head padding (#53878)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
|
2026-08-27 11:54:32 -04:00 |
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Wentao Ye
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76cfe1cd88
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[Kimi K3 Perf] Optimize eh_proj linear calculation, 12.9 ~ 25.2% kernel performance improvement (#53942)
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2026-08-26 17:08:02 -04:00 |
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xiaohuguo2023andCursor
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1a085dadf2
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[ROCm][K3] Extend FP8 asm MLA prefill to non-divisor small head counts (#51040)
Signed-off-by: Xiaohu Guo <Xiaohu.Guo@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-08-26 17:47:16 +00:00 |
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simon-veitner-redhat
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7156c63bef
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[SM100] Hdim 256 optimized (#52980)
Signed-off-by: Simon Veitner <sveitner@redhat.com>
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2026-08-25 20:28:40 -07:00 |
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Canlin Guo
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bc2d63e650
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[Kimi K3][Kernel] Enable low-latency decode GEMM dispatch on SM100 (#53534)
Signed-off-by: Canlin Guo <canlinguosdu@gmail.com>
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2026-08-25 16:32:28 -07:00 |
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ca29cd48ba
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[Quantization][Humming] Support MXFP4 weight + block-FP8 activation for MoE (#51332)
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Elvir Crnčević <elvircrn@gmail.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-25 10:21:00 -04:00 |
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kiroxuandOpenAI Codex
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07ef21bc69
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[Kernel][Perf] Enable fused QK-norm + partial MRoPE + gate for Qwen3.6 (#52676)
Signed-off-by: kiroxu <148877251+BabyDrangoner@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-24 18:28:49 -07:00 |
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Guan-Ming Chiu
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6a9c69fa85
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[Attention][Spec Decode] Support varlen trtllm-gen decode for adaptive verification (#52157)
Signed-off-by: Guan-Ming (Wesley) Chiu <105915352+guan404ming@users.noreply.github.com>
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2026-08-24 14:43:57 -04:00 |
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Andreas Karatzas
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30b34171b1
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[ROCm][CI] Restore attention coverage after KV-cache layout refactor (#53351)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-08-22 20:00:25 -05:00 |
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Lucas Wilkinson
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8bdc70ec7b
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[6/N][KV-Cache Layout Refactor] Standardize KV cache layout (#51718)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-08-21 17:47:49 -07:00 |
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stefankoncarevic
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f37d5868b9
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[CI/Build][ROCm] Run the TileLang HIP symbol checks in their own interpreter (#53117)
Signed-off-by: Stefan Koncarevic <Stefan.Koncarevic@amd.com>
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2026-08-21 16:17:42 -05:00 |
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Divakar Verma
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29b7c2f7d4
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[ROCm][CI] aiter kernel ops - enable rope test (#52854)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
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2026-08-21 15:17:34 -05:00 |
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Andreas Karatzas
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a0af854f5d
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[ROCm][CI] Stabilize MI355 FlyDSL MoE accuracy test (#53024)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-08-21 13:17:18 -07:00 |
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Divakar Verma
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b5f7fcc79d
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[ROCm][CI] Add float16 dtype and unsupported head size tests for paged attention (#53177)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
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2026-08-21 15:16:45 -05:00 |
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Andreas Karatzas
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88eb946cb1
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[ROCm][CI] Stabilize MI355 FusedMoE test group (#53025)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-08-21 13:15:25 -07:00 |
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Wentao Ye
|
e6f35d3c69
|
[DSv4 Perf] Adaptive topk width for dsv4, making #50004 back (#52823)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-08-21 12:11:45 -07:00 |
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vllm-agentandvllm-ci-failure-analyzer
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ba53da60bb
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Revert "[Bugfix][MoE] Tune FlashInfer experts to scheduler token limit" (#52989) (#53186)
Co-authored-by: vllm-ci-failure-analyzer <kevin@inferact.ai>
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2026-08-21 12:39:28 -06:00 |
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Fangzhou Ai
|
fe76112ff2
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[ROCm][Perf] Optimize DeepSeek V4 C4A top-k with AITER (#52882)
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2026-08-21 10:00:39 -07:00 |
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Luke Alonsoandmgoin
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2740c817ff
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[Kernel] Add b12x FP4 MoE backend (#52018)
Signed-off-by: Luke Alonso <lalonso@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-08-21 08:04:36 -07:00 |
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Wei ZhaoandOpenAI Codex
|
f8e0602713
|
Support kimi k3 nvfp4 checkpoint (#53132)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-21 05:59:44 +00:00 |
|
|
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2785c72a14
|
[Kimi-K3] Extend GEMM-RS to GEMM-AR (#53053)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: wzhao18 <wzhao18.sz@gmail.com>
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2026-08-21 03:44:15 +00:00 |
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Misha GoinandOpenAI Codex
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bfb6c13499
|
[Bugfix][MoE] Tune FlashInfer experts to scheduler token limit (#52989)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-20 16:26:24 -04:00 |
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stefankoncarevic
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3b829cf176
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[CI/Build][ROCm] Keep the CUDA-only kernel tests out of the ROCm run (#53113)
Signed-off-by: Stefan Koncarevic <Stefan.Koncarevic@amd.com>
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2026-08-20 13:40:33 -05:00 |
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kyleliang-nv
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7c8b68b9ce
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[Bugfix][MiniMax-M3] Keep FP8 query allocation stable across CUDA graph replay (#51203)
Signed-off-by: Kyle Liang <kylliang@nvidia.com>
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2026-08-20 10:45:28 -07:00 |
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SeonjinandMisha Goin
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bd8865a299
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[Kernel] Add FlashInfer TRTLLM MXFP8 linear backend (#52204)
Signed-off-by: seonjinn <sna@nvidia.com>
Signed-off-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
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2026-08-20 10:07:22 -04:00 |
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Andreas Karatzas
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6b68db441e
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[ROCm] Fix DeepSeek V4 indexer numerics and coverage (#50803)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-08-20 09:34:00 +00:00 |
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pmanczak
|
44cf3f0466
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[XPU][Tests] Make tests device-agnostic (#51968)
Signed-off-by: pmanczak <pawel.manczak@intel.com>
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2026-08-20 02:25:41 -07:00 |
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Sage Moore
|
5bf0dbd6fd
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[Bugfix] vLLM crashes at startup when DeepEP v2 is used with --enforce-eager wiht TRTLLM Bf16 (#51824)
|
2026-08-19 20:18:47 -04:00 |
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Andreas Karatzas
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480d4f0d15
|
[ROCm][CI] Enable modular OAI Triton MoE tests (#46434)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
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2026-08-19 13:46:12 -05:00 |
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xuebwang-amd
|
c676232313
|
[Bugfix][Quantization] Fix OCP MX MoE emulation silently skipping mxfp6 activation QDQ (#52704)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
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2026-08-19 11:29:29 -05:00 |
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akii96
|
583a00257d
|
[ROCm] [Bugfix] Fix Triton fused shared expert alignment (#51632)
Signed-off-by: Aakif Nawaz <aakif.nawaz@amd.com>
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2026-08-20 00:14:52 +08:00 |
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