 Jee Jee Li
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ecd1ea1363
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[Kernel] Porting the TRTLLM minimax_allreduce_rms kernels (#37045)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-04-11 00:20:20 +08:00 |
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4a06e1246e
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[Perf] Batch KV cache swap copies via cuMemcpyBatchAsync (#38460)
Signed-off-by: Itay Etelis <itay.etelis@ibm.com>
Co-authored-by: Itay Etelis <itay.etelis@ibm.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
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2026-04-03 03:13:23 +00:00 |
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Carl Y
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3bc2734dd0
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[Kernel] Fuse FP8 output quantization into merge_attn_states (#36518)
Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com>
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2026-04-03 01:47:04 +00:00 |
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Xin Yang
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9bd7231106
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Revert "[Kernel] Add gpt-oss Router GEMM kernel (#37205)" (#38778)
Signed-off-by: Xin Yang <xyangx@amazon.com>
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2026-04-01 22:02:32 -07:00 |
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Monishver
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c09ad767cd
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Feature/silu block quant fusion v1 (#32996)
Signed-off-by: Monishver Chandrasekaran <monishverchandrasekaran@gmail.com>
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2026-04-01 18:50:43 +00:00 |
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Elvir CrnčevićandTyler Michael Smith
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0fab52f0aa
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Fix NaN from stale FP4 scale padding in create_fp4_scale_tensor (#38148)
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
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2026-03-31 19:14:59 -07:00 |
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Olya Kozlova
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598190aac3
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[fix] Remove trtllm ragged mla prefills (#36540)
Signed-off-by: Olya Kozlova <okozlova@nvidia.com>
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2026-03-31 12:30:27 -07:00 |
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Yintong Lu
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f09daea261
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[CPU] Support int8 compute mode in CPU AWQ (#35697)
Signed-off-by: Yintong Lu <yintong.lu@intel.com>
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2026-03-31 15:27:37 +08:00 |
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bcc6f67447
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[Bugfix] Use null block (0) for padded block table entries (#35431)
Signed-off-by: SandishKumarHN <sandish@fb.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-03-30 14:02:51 -07:00 |
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Kyle Sayers
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38364a7e32
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[Sparse24] [Deprecation] Remove Sparse24 CT integration and kernels (#36799)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2026-03-23 16:03:29 -04:00 |
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Xin Yang
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b1169d7be8
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[Kernel] Add gpt-oss Router GEMM kernel (#37205)
Signed-off-by: Xin Yang <xyangx@amazon.com>
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2026-03-18 08:15:56 -07:00 |
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Michael Goin
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09e4576f65
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[Kernel] Add non-gated support for NVFP4 CUTLASS MoE (#37320)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-03-17 18:12:04 -04:00 |
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Terry Gao
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3e6a1e1686
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[Custom Ops] Add functional + out variant for scaled_fp4_quant (#34389)
Signed-off-by: tianrengao <terrygao87@gmail.com>
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2026-03-16 18:51:46 -04:00 |
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9556af87d5
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[torch.compile] Add support for non-contiguous fused RMSNorm + group quant (#36551)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
Co-authored-by: ProExpertProg <11367180+ProExpertProg@users.noreply.github.com>
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2026-03-11 10:56:55 -07:00 |
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Roberto L. Castro
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580864d81e
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[Attention][Perf][Kernel] Replace torch.cat with vectorized CUDA kernel MLA query concat - DeepSeek-V3.2 (#34917)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
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2026-03-09 09:50:36 -07:00 |
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Jiayi YanandHarry Mellor
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6a895197fa
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[Bugfix][CI] fix typos (#34934)
Signed-off-by: 1195343015 <1195343015@qq.com>
Signed-off-by: Jiayi Yan <66017932+1195343015@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-03-05 17:05:46 +00:00 |
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EdalatiAliandMichael Goin
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cb21972a97
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[Kernel] Integrate SM100 MXFP8 blockscaled grouped MM and quant kernels (#34448)
Signed-off-by: EdalatiAli <aliedalati@cohere.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-03-01 23:31:19 -08:00 |
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Asaf Gardin
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bbf81f9a92
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[Mamba1] - Kernel Level Chunk Alignment for Prefix Caching (#34798)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
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2026-03-01 20:40:23 +08:00 |
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Ma Jianandjiang1.li
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90805ff464
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[CI/Build] CPU release supports both of AVX2 and AVX512 (#35466)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: jiang1.li <jiang1.li@intel.com>
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2026-02-28 04:35:21 +00:00 |
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roikoren755
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38c498b8e3
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[Performance] Cublas Bf16 Gate with Fp32 Output (#35121)
Signed-off-by: Roi Koren <roik@nvidia.com>
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2026-02-26 16:51:28 -08:00 |
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Tyler Michael SmithandClaude Opus 4.6
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eb19955c37
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[WideEP] Remove pplx all2all backend (#33724)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
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2026-02-26 14:30:10 -08:00 |
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Robert ShawandRobert Shaw
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8435b2e049
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[ModelBash][DSV3] Add TRTLLM DSV3 Router GEMM kernel (6% B1 Speedup) (#34302)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
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2026-02-23 14:02:26 +00:00 |
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Robert ShawandRobert Shaw
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6874638bc4
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[Model Bash] DeepSeek R1 BF16 Min Latency QKV A GEMM (0.5% E2E Speedup) (#34758)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
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2026-02-18 07:42:36 -08:00 |
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ElizaWszolaandLuka Govedič
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a88b3be7c4
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[Bugfix] Fix quant RMS norm fusion for quantization with TMA-aligned scales (#33255)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2026-02-17 23:35:04 -08:00 |
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Li, Jiang
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05339a7b20
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[Bugfix][CPU] Fix llama4 inference on CPU (#34321)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2026-02-11 19:07:23 +08:00 |
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Gregory Shtrasberg
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31aedfe7d6
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[Bugfix][ROCm] Fixing the skinny gemm dispatch logic from #32831 (#33366)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
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2026-01-30 19:05:23 -06:00 |
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Michael Goin
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1bd47d6e5a
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[Bugfix] Register fp8 cutlass_group_gemm as supported for only SM90+SM100 (#33285)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-01-28 18:40:59 -08:00 |
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af9b69f977
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[Quantization][Deprecation] Remove Marlin 24 (#32688)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-01-28 15:54:59 +00:00 |
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dolpm
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58a05b0ca1
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[fix] CPUDNNLGEMMHandler pointer baked into inductor artifact (#32913)
Signed-off-by: dolpm <34420038+dolpm@users.noreply.github.com>
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2026-01-26 16:59:44 -05:00 |
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Roberto L. Castro
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fcb9df99bd
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[Perf][Kernel] Optimize FP4 quantization kernels (SM100F) (#32520)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
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2026-01-24 18:45:27 -07:00 |
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Michael Goin
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4561f13985
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[Refactor] Rename gptq_marlin to marlin to match MoE (#32952)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-01-23 16:48:12 -05:00 |
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rasmithandRandall Smith
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6cc6d92be5
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[CI][AMD][BugFix] Update wvSplitK (and other skinny_gemm wrappers) to ensure tensors passed will be made contiguous for the kernel (#32831)
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
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2026-01-23 13:35:48 -08:00 |
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Or Ozeri
|
421012b63a
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OffloadingConnector: Support kernel_block_size != block_size (#30692)
Signed-off-by: Or Ozeri <oro@il.ibm.com>
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2026-01-22 12:30:04 +00:00 |
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Xin Yang
|
63227accf5
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[Kernel] Add topk_sigmoid kernel (#31246)
Signed-off-by: Xin Yang <xyangx@amazon.com>
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2026-01-21 22:49:51 +00:00 |
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Wentao Ye
|
eebc58df0c
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[Refactor] Remove unused cutlass moe problem size function (#32047)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-01-18 12:46:59 -08:00 |
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tjp_zjuandWentao Ye
|
2f03035a61
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"refactor: refactor_repeated_interfaces" (#32486)
Signed-off-by: tom-zju <tanjianpingzju1990@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-01-18 22:07:01 +08:00 |
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Hashem Hashemi
|
7a1030431a
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Atomics Reduce Counting Optimization for SplitK Skinny GEMMs. (#29843)
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
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2026-01-16 11:45:04 -06:00 |
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Roberto L. Castro
|
8ef50d9a6b
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[Kernel][Performance] Enable smaller Scaling Factor tiling for NVFP4 small-batch decoding (#30885)
Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
|
2026-01-13 15:22:53 -08:00 |
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80fead8bf6
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Fuse RoPE and MLA KV-cache write (#25774)
Signed-off-by: Patryk Saffer <patryk.saffer99@gmail.com>
Signed-off-by: PatrykSaffer <patryk.saffer@mistral.ai>
Co-authored-by: Patryk Saffer <patryk.saffer99@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-01-09 19:18:37 -08:00 |
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Lucas Wilkinson
|
0a0aa07747
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[Quant] Make static quant support all group shapes (#30833)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
|
2026-01-09 12:49:27 -08:00 |
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Wentao YeandLuka Govedič
|
308feab33f
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[Perf] Optimize cutlass moe problem size calculation, 5.3% E2E Throughput improvement, 2.2% TTFT improvement (#31830)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2026-01-09 11:13:43 -08:00 |
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Michael Goin
|
34cd32fe30
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[Perf][Kernel] Fused SiLU+Mul+Quant kernel for NVFP4 cutlass_moe (#31832)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
|
2026-01-09 07:40:33 -07:00 |
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Jinzhen LinandMichael Goin
|
2f4bdee61e
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[Quantization][MoE] remove unused ep logic from moe marlin (#31571)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-01-06 09:07:19 -08:00 |
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rongfu.leng
|
4ed11105d7
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[Misc] Remove unused custom ops copy_blocks and copy_blocks_mla (#30967)
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
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2025-12-23 18:22:35 -08:00 |
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Robert ShawandRobert Shaw
|
83a317f650
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[MoE Refactor][3/N] Deprecate cutlass block quant fp8 (b200) (#30990)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
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2025-12-19 13:09:54 -08:00 |
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Li, Jiang
|
e3ab93c896
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[CPU] Refactor CPU fused MOE (#30531)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
|
2025-12-18 14:36:49 +08:00 |
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Matthias GehreandWentao Ye
|
e9add129ad
|
[Bugfix] awq_gemm: fix argument order swap (#30364)
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2025-12-14 18:15:37 +08:00 |
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Lucas Wilkinson
|
3e41992fec
|
[Attention] Use sparse prefill kernel for fp8 kv-cache in DeepSeek-v3.2 (#27532)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
|
2025-12-12 05:57:47 -08:00 |
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haoyangli-amd
|
03416eada6
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[bugfix][quantization] Fix fp8 per_tensor scale shape (#30257)
Signed-off-by: Haoyang Li <lihaoyang0109@gmail.com>
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2025-12-09 19:28:50 +08:00 |
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czhu-cohere
|
f6227c22ab
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[Kernel]Support W4A8 Grouped GEMM on Hopper (#29691)
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
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2025-12-08 19:29:06 -08:00 |
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