 Gabriel Wu
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2b7fcbf527
|
[Kernel] SM120: stop routing misaligned-M blockwise FP8 GEMMs to the small-M swapAB config (#52775)
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
|
2026-08-19 21:25:29 +08:00 |
|
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Woosuk KwonandOpenAI Codex
|
f1178f3a06
|
Revert DSv4 eager workspace reuse (#52836)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-08-18 17:02:59 -07:00 |
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kiroxu
|
cdb8545a91
|
[Kernel][Perf] Support Qwen head ratios in fused GDN MTP (#52539)
Signed-off-by: kiroxu <148877251+BabyDrangoner@users.noreply.github.com>
|
2026-08-17 18:17:40 -07:00 |
|
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Gabriel Wu
|
97388c44f9
|
[Bugfix] Make DSV4 sparse MLA work end-to-end for plain decode, MTP, and DSpark (#51538)
|
2026-08-15 07:01:32 -07:00 |
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1be3628367
|
[Kernel][Perf] Add fused CUDA post-conv MTP decode kernel for Qwen3.5 GDN (#51674)
Signed-off-by: Jie Fang <jief@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
|
2026-08-14 11:44:45 +08:00 |
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Misha Goin
|
2e2ffd104b
|
[CI Failure] Fix CUDA wheel build for the Kimi K3 fused MLA kernel (#52210)
|
2026-08-13 13:56:36 -07:00 |
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903d2efe7e
|
[Attention][MLA] Fuse Kimi-K3 chunked-context K/V packing (#51772)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-08-12 22:42:57 -07:00 |
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xiao fengandMichael Goin
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e62abc37d4
|
[Bugfix][Kernel] Fix persistent top-k histogram reuse after short rows (#49139)
Signed-off-by: fxfxfxfxfxfxfxfx <227935476@qq.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2026-08-12 12:54:45 -07:00 |
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7f9173dfa2
|
[ROCm][Perf] Kimi-K3 Fused kernel for KDA decode (#50654)
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2026-08-11 20:39:34 -07:00 |
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Andreas KaratzasandOpenAI Codex
|
1ab2801dde
|
[ROCm] Remove stale SDPA and skinny GEMM workarounds (#50907)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-08-11 14:19:16 -04:00 |
|
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c76a425278
|
[Kernel] Optimize long-context MLA cache gathers (#51739)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
|
2026-08-10 22:23:43 -07:00 |
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63ac04a61e
|
[Kimi-K3] DCP support (#50484)
Signed-off-by: girasoley <girasoley@inferact.ai>
Signed-off-by: Summer Yang <girasoleyang@gmail.com>
Signed-off-by: 云挚 <ningyunxiao.nyx@antgroup.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: 云挚 <ningyunxiao.nyx@antgroup.com>
Co-authored-by: foraxe <73625538+foraxe@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
|
2026-08-10 12:54:26 -07:00 |
|
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Wei-Ming Chen
|
1c94e8dc7d
|
Add NVFP4 KV 4-over-6 scale search (#45187)
Signed-off-by: weimingc <17592131+meenchen@users.noreply.github.com>
|
2026-08-07 13:22:27 -07:00 |
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Wentao Ye
|
c84789c40b
|
[Refactor] Remove kernel dead code (#51051)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-08-07 01:20:19 -07:00 |
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gnovack
|
7b4ed49628
|
attn_res kernel latency improvements (#50185)
|
2026-08-06 08:53:20 -07:00 |
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2dfb8ba590
|
[Perf][CUDA] Programmatic dependent launch for the DSA decode kernels (#50230)
Signed-off-by: Peiyuan Zhou <peiyuanzhou1994@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-08-06 00:53:17 -07:00 |
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c25093a305
|
[Kernel] Batch invariant NVFP4 MoE using cutlass (#40372)
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-08-05 04:31:32 +00:00 |
|
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namgyu-younandClaude Opus 5
|
41ba11b841
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[Bugfix][Kimi-K3] Enforce packed rows and op availability in AttnRes dispatch (#50567)
Signed-off-by: namgyu-youn <namgyu.dev@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
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2026-08-03 17:13:33 -07:00 |
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c810937573
|
[Kernel] Extend CuTe DSL skinny GEMM to GLM-5.2 (#49791)
Signed-off-by: Peiyuan Zhou <peiyuanzhou1994@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
|
2026-08-03 16:49:41 -07:00 |
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Jason Li
|
0055b8bfa3
|
[Attention][MiniMax-M3] Add MSA speculative decode verification (#50032)
|
2026-08-02 13:46:55 -07:00 |
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xiaolinchen
|
ab06486175
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[Bugfix][Kernel] Fix dangling temporary in AWQ gemm torch::stable::sum dim arg (#46805)
Signed-off-by: wentian-byte <2990624738@qq.com>
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2026-08-01 09:56:55 -04:00 |
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Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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df71917cf1
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[DSv4 Perf] Optimize workspace reuse for eager break, 3.9% E2E TTFT improvement. (#49236)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-31 08:45:58 -07:00 |
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Kevin H. LuuandMichael Goin
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5f8f72866c
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[Build] Fix CUDA release wheel builds (#50243)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-07-30 11:48:09 -07:00 |
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MollyandMichael Goin
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451227cb3f
|
[Bugfix][Kernel] Fix integer overflow in libtorch_stable/activation_kernels.cu (#49660)
Signed-off-by: molly-ting <molly.cn.mail@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-07-29 17:50:44 -07:00 |
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Wentao Ye
|
82642d7d6c
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[Perf] RMSNorm uncontiguous support, 1.2~3.1x kernel performance improvement (#49750)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-07-29 13:45:38 -07:00 |
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+12
|
7c6729b769
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[Model] Add Kimi K3 support: model files and kernels [1/N] (#50089)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: gnovack <novackgm@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: xiaozhoupy <peiyuanzhou1994@gmail.com>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Jeff (Junze) Ma <93145857+majunze2001@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
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2026-07-29 14:10:58 +08:00 |
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b6cbba8bc8
|
[Bugfix][Kernel] Fix batch invariance in RMSNorm kernels by pinning block size (#48391)
Signed-off-by: oops-oom <73481342@qq.com>
Signed-off-by: oops-oom <liubin8905@vip.qq.com>
Co-authored-by: oops-oom <73481342@qq.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
|
2026-07-28 22:24:02 +08:00 |
|
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Thien Tran
|
61ac368021
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[Kimi-K3] Add AttnRes kernels (#50090)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
|
2026-07-28 00:22:09 -07:00 |
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Woosuk Kwon
|
213f681f81
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Revert "[Perf][GLM-5.2] Blackwell decode optimizations" (#49768)
|
2026-07-24 16:04:59 -07:00 |
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|
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dd72658e7d
|
[Perf][GLM-5.2] Blackwell decode optimizations (#48597)
Signed-off-by: Peiyuan Zhou <peiyuanzhou1994@gmail.com>
Signed-off-by: zhou <zhou@zhoudeMacBook-Pro.local>
Signed-off-by: Stefan Koncarevic <stefan.koncarevic@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: zhou <zhou@zhoudeMacBook-Pro.local>
Co-authored-by: stefankoncarevic <Stefan.Koncarevic@amd.com>
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2026-07-23 21:36:27 -07:00 |
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Nick Hill
|
910cc8543a
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[Bugfix] Restore gather_and_maybe_dequant_cache OOB guard (#49427)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-07-22 13:47:37 -07:00 |
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gnovack
|
85f638a2b8
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skip cudagraph/DP padding in topk (#48979)
Signed-off-by: gnovack <novackgm@gmail.com>
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2026-07-21 15:20:30 -07:00 |
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0d9210a502
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Fixes non-coalesced HBM access in marlin_int4_fp8_preprocess_kernel_awq (#47268)
Signed-off-by: xjx <493337577@qq.com>
Signed-off-by: flutist-alibaba <30485581+flutist@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
|
2026-07-20 18:30:38 -07:00 |
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Wentao Ye
|
b5433b6f50
|
[Perf] Optimize dsv4 routing using specialized kernel, 2.94% E2E TPOT improvement (#48660)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-07-17 13:35:06 -07:00 |
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|
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67f9046e4a
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[Bugfix] Sparse MLA: enable fp8_ds_mla dense prefill (#48642)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-16 22:44:04 +00:00 |
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Wentao Ye
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2dab187f75
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[Perf] Optimize fused_topk_bias for DSv4, 1.5~2x kernel performance improvement (#47463)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-07-15 23:40:55 +00:00 |
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gnovack
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f7aadae5e5
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add pad-aware reduce path (#48385)
Signed-off-by: gnovack <novackgm@gmail.com>
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2026-07-14 18:05:50 -07:00 |
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ee5a89f4d7
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[ROCm][MiniMax-M3] Add AITER sparse paged attention (#47287)
Signed-off-by: Tan Pin Siang <tanpinsiang@gmail.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Hongxia Yang <hongxia.yang@amd.com>
Co-authored-by: Jun Kang Chow <junkangchow@gmail.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2026-07-12 19:27:29 -07:00 |
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Tanish MalekarandClaude Sonnet 4.6
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e26264f3ef
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[Kernel] Implement CUDA kernel for ReLUSquaredActivation (relu^2) (#39058)
Signed-off-by: Tanish Malekar <tanishmalekar32@gmail.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
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2026-07-12 19:18:03 -07:00 |
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51878e5b6e
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[2/N][KV-Cache Layout Refactor] Pack K/V into the content dim across attention backends (#44455)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
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2026-07-11 11:11:16 -04:00 |
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19069bcbd5
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FP32 router GEMV optimization (#48335)
Signed-off-by: peiyuanz <peiyuanz@inferact.ai>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: peiyuanz <peiyuanz@inferact.ai>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: zhouzhou <zhouzhou@zhouzhoudeMacBook-Pro.local>
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2026-07-11 13:07:48 +00:00 |
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gnovack
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f378f79b7c
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handle topk_ids padding in align sum kernel (#47785)
Signed-off-by: gnovack <novackgm@gmail.com>
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2026-07-10 13:33:28 -07:00 |
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Michael Goin
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08dfd68610
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[Model] Add LongCat-Flash-Lite (n-gram embedding) (#47857)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-07-10 07:17:50 -07:00 |
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Jee Jee Li
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5d23ca47ab
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[Kernel] Applies routed_scaling_factor internally (#47408)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-07-07 02:00:54 -07:00 |
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Chris Leonard
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fbc9ba6d30
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New stable abi cleanup (#46656)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
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2026-07-03 14:02:26 +08:00 |
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Michael Goin
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d715b3aa1e
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Delete PagedAttention (#47361)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-07-02 12:31:26 -07:00 |
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TJian
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de2a8fc042
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[ROCm] [PyTorch] Move to stable abi since ROCm upgraded to torch 2.11 (#47128)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2026-07-02 18:34:07 +08:00 |
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Jee Jee Liandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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d0a2584773
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[Misc] Use functions instead of PTX for the PDL instruction (#46984)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-01 19:38:35 -07:00 |
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Wentao Ye
|
9e84ec8648
|
[Refactor] Remove dead minimax allreduce rms kernel (#46842)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-06-30 08:29:21 -07:00 |
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Matt
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1a4984520e
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[Hardware][AMD][CI] Fix AMD CI image build (#46792)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
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2026-06-25 22:05:12 -07:00 |
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