 Bolin SunandClaude Fable 5
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d410fc12f3
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[Kernel] Enable Kimi-K3 SiTU on the CuteDSL MoE backend and the SM107 low-latency GEMM plan (#54606)
Signed-off-by: Bolin Sun <bolins@nvidia.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
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2026-09-03 16:49:31 +00:00 |
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Wentao Ye
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a56654d6de
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[K3 Perf] Enable DSV3 GEMM for inner-contiguous and row-strided tensors, 12%~81% kernel performance improvement (#54565)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-09-02 12:22:40 -07:00 |
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Yongye ZhuandOpenAI Codex
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3ba9907a1d
|
[Kimi-K3] Overlap low-M TP8 KDA projections (#54697)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-09-02 03:35:28 +00:00 |
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Wentao Ye
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fc72fc39ac
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[Kimi Bug] Fix cannot access local variable 'active_non_spec_mask_cpu' (#54781)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-09-01 21:08:50 +00:00 |
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Yongye Zhu
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d6d6658543
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[Kimi-K3][Perf] Make native CUDA AttnRes the SM100 default (#54261)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
|
2026-08-31 23:18:12 +00:00 |
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Yongye ZhuandOpenAI Codex
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d9dabfa351
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[Kimi-K3][Kernel] Optimize the low-M fused latent MoE tail (#54168)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-08-28 10:45:36 -07:00 |
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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>
|
2026-08-28 08:32:20 +00:00 |
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Thien Tran
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6ec92bcbc8
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[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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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>
|
2026-08-27 16:48:53 -04:00 |
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Canlin Guo
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aa640684cc
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[Kimi K3][Kernel] Support DS conv-state layout in fused KDA decode kernel (#53396)
Signed-off-by: Canlin Guo <canlinguosdu@gmail.com>
|
2026-08-26 23:54:50 -07:00 |
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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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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>
|
2026-08-25 16:32:28 -07:00 |
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Wentao Ye
|
41729fc53b
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[K3 Perf] Optimize k3 mamba metadata preparation, 6.6~7.6x kernel performance improvement (#52388)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-08-25 11:00:28 -04:00 |
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Kevin H. LuuandCodex
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4c56e62c85
|
[Bugfix][Kimi K3] Skip absent metadata during CUDA graph profiling (#53581)
Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
|
2026-08-24 15:16:28 +00:00 |
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Cyrus LeungandQwen Code
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ebcd606467
|
[MM] Simplify prompt updates: replace PromptSeq with list[int] (#53372)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Qwen Code <noreply@alibaba-inc.com>
|
2026-08-23 14:50:32 +08:00 |
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9eb9d9d395
|
[Perf] Support internal prefill checkpoints for Mamba prefix caching, 9%~25% TTFT improvement (#52789)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Ziming Huang <zelda.huanghuang@gmail.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-08-22 10:32:40 -07:00 |
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Cyrus Leung
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0b19ebcacd
|
[MM] Simplify _apply_hf_processor_main (#53275)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-08-22 01:49:37 -07:00 |
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Yongye ZhuandOpenAI Codex
|
e9d1398d9e
|
[Bugfix][Kimi K3] Enable deferred MoE finalization before weight loading (#53327)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-08-22 11:23:32 +08:00 |
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Lucas Wilkinson
|
8bdc70ec7b
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[6/N][KV-Cache Layout Refactor] Standardize KV cache layout (#51718)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
|
2026-08-21 17:47:49 -07:00 |
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Kevin H. LuuandAndreas Karatzas
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592e06f2ae
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Revert "[ROCm][Perf] Kimi-K3 Fused kernels for KDA prefill" (#53294)
Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
|
2026-08-21 13:34:13 -07:00 |
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7a2fdbaac4
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[K3 Perf] Fuse MXFP4 top-k finalization into latent-tail, ~5% E2E latency reduction (#53152)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-08-21 13:29:59 -04:00 |
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463aa5e30f
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[ROCm][Perf] Kimi-K3 Fused kernels for KDA prefill (#52606)
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2026-08-21 09:07:13 -07:00 |
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Wei ZhaoandOpenAI Codex
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f8e0602713
|
Support kimi k3 nvfp4 checkpoint (#53132)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-08-21 05:59:44 +00:00 |
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2785c72a14
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[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>
|
2026-08-21 03:44:15 +00:00 |
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Cyrus Leung
|
b00f475f09
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[MM] Remove text components from ProcessorInputs (#53093)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-08-20 20:42:53 -07:00 |
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Canlin Guo
|
4f6885fffc
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[DSV4][Kernel] Fuse shared experts into MegaMoE (#53040)
Signed-off-by: Canlin Guo <canlinguosdu@gmail.com>
|
2026-08-20 12:07:02 -07:00 |
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Harry Mellor
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1fe3a1571a
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Reduce AutoWeightsLoader kwargs (#53106)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-08-20 15:40:11 +00:00 |
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Harry Mellor
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f0c14b4f77
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Fix weight tying (#51665)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-20 10:31:55 +00:00 |
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Summer YangandWoosuk Kwon
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58e5ee0158
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[refactor] consolidate cp attn ops (#52839)
Signed-off-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
|
2026-08-19 18:04:11 -07:00 |
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Matvei PashkovskiiandClaude
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ad5e71b276
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[ROCm][Perf] Enable fused KDA decode on gfx942 (MI325X) (#52293)
Signed-off-by: Matvei Pashkovskii <mpashkov@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-08-18 18:01:00 +00:00 |
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Wei Zhao
|
d1e3eee6fb
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[Spec decode] Support Kimi-K3 DCP with DSpark (#52188)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
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2026-08-17 13:08:45 -07:00 |
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70afdedc10
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[K3] support recoverssm for K3 (#51855)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-08-17 19:34:14 +08:00 |
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UranusandClaude
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ed0f4750f8
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[Bugfix][Model] Kimi-K3 MegaMoE: pass situ_beta/situ_linear_beta to fp8_fp4_mega_moe (#52445)
Signed-off-by: UranusSeven <109661872+UranusSeven@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-08-15 11:59:22 -07:00 |
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Rahul ChalamalaandJanelle Cai
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03a8d0b1ed
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[Model][Spec Decode] Tap the pre-norm AttnRes mixture as the Kimi K3 DFlash aux state (#50487)
Signed-off-by: Rahul Chalamala <22563365+rchalamala@users.noreply.github.com>
Co-authored-by: Janelle Cai <janelle.cai@modal.com>
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2026-08-14 09:03:42 -07:00 |
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Lucas WilkinsonandClaude
|
57bd0ed441
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[5/N][KV-Cache Layout Refactor] Backend-published KV packing via customize_spec (#51704)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-08-14 09:47:55 -04:00 |
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Nick Iusiumbeli
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83d4c6196a
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[Bugfix] Declare SupportsEagle3 on KimiLinearForCausalLM (#52171)
Signed-off-by: Nick Iusiumbeli <nickuspro@gmail.com>
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2026-08-13 16:22:50 +00:00 |
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Thien Tran
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6014f9e672
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[Kimi-K3] Add GEMM-RS for sequence parallelism (#52079)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-08-13 09:02:28 -07:00 |
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kliuae
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f96261637c
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[ROCm][Perf] Kimi-K3 Remove prefill pipeline stall in chunk KDA (#51862)
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
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2026-08-13 09:11:45 +00:00 |
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903d2efe7e
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[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>
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2026-08-12 22:42:57 -07:00 |
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Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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fe889ac925
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[K3 Perf] Flash kda out kernel for prefill, 1.1~1.4x kernel performance improvement (#51311)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-12 14:51:48 -04:00 |
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Hongxia YangandClaude Fable 5
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b745d08de1
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[ROCm][K3] Dequantize the fp8 decode query for MLA backends without quant-query support - TRITON_MLA (#51860)
Signed-off-by: Hongxia Yang <hongxia.yang@amd.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
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2026-08-12 12:40:41 -04:00 |
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aoshen02
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4eef91c03c
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[Model] Support R3 capture with DeepGEMM MegaMoE (#51831)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
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2026-08-12 01:07:07 -07:00 |
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7f9173dfa2
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[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>
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2026-08-11 20:39:34 -07:00 |
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63ac04a61e
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[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>
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2026-08-10 12:54:26 -07:00 |
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Lyu, Xudong
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0e2d78028c
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[Bugfix][Kimi-K3] Give the AMD packed KDA decode kernel the state-index stride (#51682)
Signed-off-by: Lyu, Xudong <xudong.lyu@amd.com>
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2026-08-11 00:05:20 +08:00 |
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Jeff (Junze) Ma
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04d13b5d65
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[K3] Allow tpu to import kimi_k3.common (#51529)
Signed-off-by: Jeff Ma <jeffjma@umich.edu>
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2026-08-09 17:06:34 +08:00 |
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Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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56a4b63d44
|
[K3 Perf] Optimize k3 dspark fused kv, 4.5~4.6x kernel performance improvement (#50585)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-07 12:16:11 -07:00 |
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kliuae
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43d691ec6b
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[ROCm][Perf] Kimi-K3 Shard Latent MoE up-projection for ROCm path (#51253)
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
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2026-08-07 06:11:18 +00:00 |
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b38e111d3e
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[Attention][MLA] Per-request scheduling for MLA chunked context (#50613)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.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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2026-08-06 16:45:44 +00:00 |
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yjzandJianDan0212
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5fba75aefe
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[Bugfix][Model] Add missing fused_qkv_a_proj to Kimi-Linear packed_modules_mapping (#51249)
Signed-off-by: JianDan0212 <zhangyj0212@gmail.com>
Co-authored-by: JianDan0212 <zhangyj0212@gmail.com>
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2026-08-06 11:39:17 +00:00 |
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