 Jee Jee Li
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e56b1603af
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[Kernel]Add norm fused kernel for Step-5 Preview and Muse Spark Open (#62132)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-10-17 01:53:00 -07:00 |
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Mikko TukiainenandCursor
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47fd76e4ce
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[ROCm][Perf] Route softmax MoE top-k, including fused shared-expert sigmoid, through AITER topk_gating (#56226)
Signed-off-by: Mikko Tukiainen <Mikko.Tukiainen@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-10-15 17:53:18 +00:00 |
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Simon Danielsson
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3f729dafcc
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[Perf][ROCm][GLM-5.3-Flash] AITER prefill indexer topk (#60753)
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
|
2026-10-14 13:48:56 -05:00 |
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1484266938
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[Perf] Improve _topk_topp_kernel() for masked logits (#61213)
Signed-off-by: Tomas Ruiz <tomas.ruiz.te@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-10-12 16:01:11 -07:00 |
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Misha GoinandClaude
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e3a29aa9b3
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[Bugfix][MoE] Size the permute scratch from its inputs (#60447)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-10-08 15:32:07 -04:00 |
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458ba2edf8
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[ROCm][Kimi-K3] Fuse AttnRes output with per-token FP8 input quantization (#59069)
Signed-off-by: whx-sjtu <xiaowang990929@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Fangzhou Ai <31551580+Fangzhou-Ai@users.noreply.github.com>
|
2026-10-08 12:01:47 +00:00 |
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Simon DanielssonandDouglas Lehr
|
87d9996abe
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[ROCm][Perf][GLM-5.3-Flash] BF16 splitk kernel for sparse MLA decode (#58584)
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
|
2026-10-07 21:37:51 -05:00 |
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pmanczak
|
f7f62d1916
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[XPU][MoE] Tune Triton fused MoE for Intel XPU (#53065)
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2026-10-08 00:02:13 +08:00 |
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Matthias Gehre
|
b267fe4881
|
[ROCm][Perf] W4A16: pad gfx11 weight and activation strides (#56301)
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
|
2026-10-06 08:22:33 -05:00 |
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Wentao Ye
|
3e182185aa
|
[Deprecation] Deprecate sonet dataset as scheduled (#60129)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-10-06 08:15:12 -04:00 |
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pmanczakandPawel Manczak
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bdfb02674f
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[XPU][Kernel] Tune Triton W8A8 block-FP8 GEMM for Intel B70 (#56063)
Signed-off-by: Pawel Manczak <203671809+pmanczak@users.noreply.github.com>
Co-authored-by: Pawel Manczak <203671809+pmanczak@users.noreply.github.com>
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2026-10-02 12:56:11 +01:00 |
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Simon Danielssonandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
98b29aa99a
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[ROCm][Perf][GLM-5.3-Flash] Add AITER topk backend for decodes (#58167)
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-02 11:47:41 +01:00 |
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Chanbin LimandChendi.Xue
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47de9d4d04
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[KV Connector][NIXL] Coalesce host-buffer KV copies across cache groups (#54483)
Signed-off-by: beenpow <57864041+beenpow@users.noreply.github.com>
Co-authored-by: Chendi.Xue <chendi.xue@intel.com>
|
2026-10-01 13:10:54 -05:00 |
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Rehan KhanandLi, Jiang <jiang1.li@intel.com>
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583637f126
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[CPU][Perf] Add vectorized Sampler Kernel (#53913)
Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-09-30 15:16:28 +08:00 |
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chuan932andMisha Goin
|
f550ad8bf7
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[Kernel][Perf] Register-resident path for per-token-group 8-bit quant (#55330)
Signed-off-by: chao.huan <chao.huan@nio.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
|
2026-09-25 08:11:42 -07:00 |
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Yongye ZhuandSummer Yang
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442bd00d9f
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[Perf][Distributed] Add low-SM multimem reduce-scatter for SM100/SM103 (#55072)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
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2026-09-25 03:27:21 +00:00 |
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Harry MellorandClaude Opus 5.5
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d636456b1f
|
[Frontend] Remove the slow tokenizer mode (#58545)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
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2026-09-24 08:48:28 -07:00 |
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Misha Goin
|
25965ee583
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[Kernel] Remove AllSpark INT8 W8A16 GEMM backend (#58001)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-09-22 14:07:34 -07:00 |
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f92b78f6ef
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[Kernel][DSV4.1] Fuse MXFP8 wo_b GEMM with sequence-parallel reduce-scatter (#57428)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Signed-off-by: Canlin <canlinguosdu@gmail.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-09-22 01:07:17 -07:00 |
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Harry MellorandClaude Opus 5
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651a88c09a
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[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-16 10:57:24 -07:00 |
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Misha Goin
|
1085b64425
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[Benchmark] Retire stale benchmarks and consolidate RMSNorm (#57083)
Signed-off-by: Misha Goin <mgoin64@gmail.com>
|
2026-09-16 13:21:43 -04:00 |
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Harry MellorandClaude Opus 5
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8c1557a79c
|
Add pydocstyle to the ruff rules (#52136)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <hej.mellor@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-16 16:44:29 +00:00 |
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d6a1677d55
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[Model][DSv4.1] FlashMLA mega attention and the NVFP4 compressed KV cache (#56935)
Signed-off-by: Yongye Zhu <yongye@inferact.ai>
Signed-off-by: 云挚 <ningyunxiao.nyx@antgroup.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Yunxiao Ning <73625538+foraxe@users.noreply.github.com>
Co-authored-by: AI Assistant <noreply@openai.com>
|
2026-09-16 03:07:50 -07:00 |
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Misha GoinandOpenAI Codex
|
c6fa1f05d1
|
[Perf][Kernel] Add sampled filtering for persistent top-k (#56346)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-09-15 14:15:59 -07:00 |
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Taneem Ibrahimandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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8e08cef46e
|
[Bugfix] Redact credentials from benchmark logs (#56662)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-14 18:58:33 -04:00 |
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78e84261ab
|
[Performance] Add Triton kernel for Gemma3n sparse GELU (#48498)
Signed-off-by: BWAAEEEK <jooho414@gmail.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-09-14 07:42:15 +00:00 |
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SurajandClaude Opus 5
|
93e051e290
|
[Bugfix][Benchmark] Make streaming TTFT/E2E latency accounting consistent across endpoints (#55508)
Signed-off-by: surajm20061998 <surajm20061998@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
|
2026-09-13 05:20:54 +00:00 |
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Misha Goin
|
8a7f98c8c3
|
[Kernel][MoE] Optimize batched_moe_align_block_size with cooperative writes (#53280)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-09-11 12:05:22 -07:00 |
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Wentao Ye
|
5fe77aecfc
|
[Deprecation] Deprecate items scheduled for 0.29 (#55353)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-09-11 08:17:02 -07:00 |
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Simon Danielsson
|
ae48466cf3
|
[Perf][ROCm] Add AITER custom AG/RS (DP only) (#48247)
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
|
2026-09-11 13:19:57 +08:00 |
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Li, Jiang
|
c3ccc0e957
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[Model] Add DeepSeek-V4 CPU backend (#55355)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2026-09-10 14:14:48 +08:00 |
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Roderick Wuandmgoin
|
2c9d68f80b
|
[Quant][Kernel] Remove GPTQ Group/Dynamic Activation Ordering (#54809)
Signed-off-by: Roderick-Wu <roderickwu2003@gmail.com>
Signed-off-by: Roderick Wu <roderickwu2003@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-09-08 12:45:12 -07:00 |
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zhao, zhenhui
|
1c344ed41e
|
[CPU] [Feat] Add native AMX-FP8 attention impl for Diamond Rapids (#49410)
Signed-off-by: zhejiangxiaomai <zhenhui.zhao@intel.com>
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2026-09-06 11:06:56 +08:00 |
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linitra24andJee Jee Li
|
7985444339
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[Kernel][HY V4] Add Triton iHC pre/post fallback (#55059)
Signed-off-by: linitra24 <renshuang.zhou@daocloud.io>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-09-05 23:12:50 +08:00 |
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Yongye ZhuandOpenAI Codex
|
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>
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2026-09-02 03:35:28 +00:00 |
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Yongye Zhu
|
d6d6658543
|
[Kimi-K3][Perf] Make native CUDA AttnRes the SM100 default (#54261)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-08-31 23:18:12 +00:00 |
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Jee Jee Li
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e2c8eeac40
|
[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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Jee Jee Li
|
8e92248f79
|
[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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Matthew BonanniandOpenAI Codex
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de9250ac9e
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[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>
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2026-08-27 21:17:12 +00:00 |
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Canlin Guo
|
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>
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2026-08-26 23:54:50 -07:00 |
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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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|
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7a2fdbaac4
|
[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>
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2026-08-21 13:29:59 -04:00 |
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|
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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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vanshbhatia-amdandVansh Bhatia
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d591d1d511
|
[Bugfix] Add Kimi K3 MoE support to benchmark_moe.py (#50082)
Signed-off-by: Vansh Bhatia <210711135+vanshbhatia-amd@users.noreply.github.com>
Co-authored-by: Vansh Bhatia <210711135+vanshbhatia-amd@users.noreply.github.com>
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2026-08-19 19:42:30 +00:00 |
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Do_it_now_!andDo_it_now_!
|
101c4477dd
|
[Bugfix] Handle DeepseekV4ForCausalLM in benchmark_moe get_model_params (#52044)
Co-authored-by: Do_it_now_! <23432123@users.noreply.github.com>
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2026-08-18 04:46:08 +00:00 |
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Thien Tran
|
6014f9e672
|
[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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pmanczak
|
c4e969294e
|
[XPU] Add tuned Mamba SSU configs for Intel Arc Pro B70 (#50534)
Signed-off-by: pmanczak <pawel.manczak@intel.com>
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2026-08-13 12:36:55 +00:00 |
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|
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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>
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2026-08-11 20:39:34 -07:00 |
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|
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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>
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2026-08-10 22:23:43 -07:00 |
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ChaunceyandNick Hill
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72c0d67657
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[Feat] Support thinking_token_budget in Model Runner V2 (#46727)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-08-07 03:36:18 +00:00 |
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