 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
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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
|
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
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c6fa1f05d1
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[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>
|
2026-09-15 14:15:59 -07:00 |
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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>
|
2026-09-14 07:42:15 +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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Simon Danielsson
|
ae48466cf3
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[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
|
[Model] Add DeepSeek-V4 CPU backend (#55355)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
|
2026-09-10 14:14:48 +08:00 |
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Roderick Wuandmgoin
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2c9d68f80b
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[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
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[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>
|
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>
|
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>
|
2026-08-31 23:18:12 +00:00 |
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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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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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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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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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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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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_!
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101c4477dd
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[Bugfix] Handle DeepseekV4ForCausalLM in benchmark_moe get_model_params (#52044)
Co-authored-by: Do_it_now_! <23432123@users.noreply.github.com>
|
2026-08-18 04:46:08 +00:00 |
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Thien Tran
|
6014f9e672
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[Kimi-K3] Add GEMM-RS for sequence parallelism (#52079)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
|
2026-08-13 09:02:28 -07:00 |
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pmanczak
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c4e969294e
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[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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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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c76a425278
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[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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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>
|
2026-08-07 03:36:18 +00:00 |
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zexplorerhj
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d4da0c55af
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[Model][Frontend] Add Ling 3.0 Flash BF16, MTP, and parser support (#51045)
Signed-off-by: zexplorerhj <zhjoneson@163.com>
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2026-08-06 00:38:28 +08:00 |
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xiaozhoupyandClaude
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3756bf1e2b
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[Kernel][SM100] Add a CuTeDSL fused query kernel (#49792)
Signed-off-by: Peiyuan Zhou <peiyuanzhou1994@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-08-04 15:23:06 -07:00 |
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yinfengLiu
|
f1e8fd27ae
|
[ROCm] Add AITER FP8 ViT encoder attention (#49937)
Signed-off-by: Liuyinfeng01 <yinfeliu@amd.com>
|
2026-07-30 06:22:10 +00:00 |
|
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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>
|
2026-07-29 14:10:58 +08:00 |
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TJianandOpenAI Codex
|
0906123953
|
[ROCm] [Model] Enable TML inkling (#48841)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-07-27 10:05:46 +00:00 |
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Akash kaothalkarandAkash kaothalkar
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f19ee27e39
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[Hardware][Power] Add FAST_EXP for Power (#49571)
Signed-off-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
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2026-07-27 05:47:29 +00:00 |
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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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Matthias GehreandAndreas Karatzas
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382bbd5144
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[ROCm][Kernel] Add HybridW4A16LinearKernel: Triton prefill + HIP skinny decode (#40977)
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-13 20:22:00 -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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rasmith
|
934eeaecfb
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[CI/Build][BugFix][The Rock] Fix get_ssm_device_name to return sanitized, usable filename (#47781)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
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2026-07-08 12:12:54 +00:00 |
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Kunshang JiandHarry Mellor
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07f9baf756
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Revert "[Platform] Replace torch.cuda.Event with torch.Event (#47140)" (#47668)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-06 14:18:33 +01:00 |
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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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Kunshang JiandHarry Mellor
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e840f0d3f5
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[Platform] Replace torch.cuda.Event with torch.Event (#47140)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-06-30 08:39:59 -07:00 |
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Michael Goin
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e8e7b592d1
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[Kernel][MoE] Tune block-FP8 fused MoE for low-batch decode (#46642)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-06-25 12:38:28 -07:00 |
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Jeff (Junze) Maandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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fc61c6fc26
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[Perf] Enable + tune FlashInfer fused allreduce at world_size=16 on SM 10.3 (GB300) (#46392)
Signed-off-by: Jeff Ma <jeffjma@umich.edu>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-24 23:04:17 -07:00 |
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Fadi Arafeh
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061043eaca
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[CPU][Perf] Accelerate unquantized MoE for AArch64 (#46353)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
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2026-06-24 14:14:35 +00:00 |
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Amanzhol Salykov
|
725c3bc808
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[ROCm][Perf] Enable W4A16 FlyDSL MoE (#44400)
Signed-off-by: amd-asalykov <asalykov@amd.com>
Signed-off-by: Amanzhol Salykov <asalykov@amd.com>
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2026-06-14 00:14:39 -07:00 |
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eb28452b10
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[Model] Add DiffusionGemma Support (#45163)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Martin Kukla <martin.kukla@cantab.net>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Dipika Sikka <dsikka@redhat.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Alec Kohlhoff <134344302+aleckohlhoff@users.noreply.github.com>
Co-authored-by: Porras Huang <20535584+porrashuang@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: scoootscooob <167050519+scoootscooob@users.noreply.github.com>
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2026-06-11 22:17:35 -07:00 |
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bnellnm
|
dc68bd8c41
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[MoE Refactor] FusedMoE/MoERunner inversion refactor (#41184)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-06-08 10:42:58 -04:00 |
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Qiuyang Yue
|
9c7f7741d4
|
[Bugfix] Fix benchmark_moe.py after inplace mechanism removal (#44041)
Signed-off-by: Qiuyang Yue <yueqiuyang1389@gmail.com>
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2026-06-07 00:32:00 -04:00 |
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Jee Jee LiandYiliu Dong
|
559d6710bf
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[PERF]MiniMax-M2 gate kernel (#38445)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: qianlihuang <91178480+qianlihuang@users.noreply.github.com>
Co-authored-by: Yiliu Dong <91178480+qianlihuang@users.noreply.github.com>
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2026-05-29 18:28:34 -07:00 |
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Wentao Ye
|
64e1218673
|
[Perf] Optimize moe permute by pre-allocate buffer, 9~14% kernel performance improvement (#43014)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-05-28 06:18:26 -07:00 |
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Jee Jee Li
|
ec5de7fa7d
|
[LoRA] Add one shot triton kernel For MoE LoRA (#42290)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
|
2026-05-25 19:47:04 -07:00 |
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Jee Jee Li
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d4004455d2
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[Kernel] Remove NormGateLinear (#43554)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-05-25 09:49:19 +00:00 |
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