Pleaplusone
77e10c9cab
[Perf][Deepseek] optimize gather_and_maybe_dequant_cache kernel's perf for extremely long sequence ( #28029 )
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Signed-off-by: ganyi <ygan@amd.com>
2025-11-24 19:05:46 -07:00
zhrrr
a982f5b5ea
[kernel][perf] support uncontiguous input for rms_norm kernel ( #28103 )
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Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
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2025-11-20 19:39:09 -08:00
Li, Jiang
20852c8f4c
[CPU] Refactor CPU WNA16 ( #28826 )
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Signed-off-by: jiang1.li <jiang1.li@intel.com>
2025-11-19 10:32:00 +08:00
Jane (Yuan) Xu
06c4873d95
Rewrite C++ meta funcs to Python ( #28595 )
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Signed-off-by: Jane Xu <janeyx@meta.com>
2025-11-14 00:52:50 +08:00
Li, Jiang
7f829be7d3
[CPU] Refactor CPU attention backend ( #27954 )
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Signed-off-by: jiang1.li <jiang1.li@intel.com>
2025-11-12 09:43:06 +08:00
zhrrr
68c09efc37
[Kernel][Perf] fuse QK Norm and RoPE into one cuda kernel for Qwen Model ( #27165 )
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Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
2025-11-11 12:00:31 -05:00
Michael Goin
0852527647
[Perf][DeepSeek] Add sigmoid+bias fusion to fused_grouped_topk from TRTLLM ( #28124 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2025-11-07 18:20:55 -08:00
Pavani Majety
72b1c2ae2c
[Bugfix] Use latency MOE backend as default for Flashinfer and other misc fixes ( #27439 )
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Signed-off-by: Pavani Majety <pmajety@nvidia.com>
2025-11-07 04:18:39 -08:00
Zhewen Li
5ee93a5956
[CI/Build] Update checking logic in cutlass_group_gemm_supported ( #27948 )
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Signed-off-by: zhewenli <zhewenli@meta.com>
2025-11-05 15:40:10 -08:00
gnovack
294c805f1d
Early exit for MoE LoRA kernels ( #27131 )
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Signed-off-by: gnovack <gnovack@amazon.com>
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2025-11-03 20:22:17 +08:00
Asaf Joseph Gardin
00b31a36a2
[V1] [Hybrid] Mamba1 Automatic Prefix Caching ( #26377 )
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Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
2025-11-02 04:16:23 -08:00
Xiangyu Li
5cc6bddb6e
[Kernel] Add GPTQv2 format support for low-bit or asymmetric quantization, by adapting gptq_gemm ( #26092 )
2025-10-23 23:26:13 -04:00
gnovack
8e4ca4d14e
Bugfix - pass 'max_num_tokens_padded' into 'moe_lora_align_block_size' ( #27311 )
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2025-10-22 12:23:57 +00:00
Chen Wu
5f6cbf60d6
[Feature][Kernel]FusedMoE LoRA ( #21229 )
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2025-10-21 03:01:37 +00:00
Isotr0py
3125d79950
[Chore] Remove unused PolyNorm layer ( #27110 )
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2025-10-17 19:03:43 +00:00
Luka Govedič
bd7157a071
[torch.compile] Enable attention and allreduce fusion without custom ops enabled ( #24604 )
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2025-10-17 08:10:23 -06:00
zhrrr
75c7ad9918
[Kernel][Performance] Fuse float cast and renormalize to topk softmax kernel ( #26717 )
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2025-10-17 07:30:35 +00:00
Varun Sundar Rabindranath
fb0571b077
[GPTOSS][DP/EP][Marlin] Enable GPTOSS Batched DP/EP using Marlin kernels ( #25997 )
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2025-10-16 12:53:11 -07:00
Harry Mellor
8fcaaf6a16
Update Optional[x] -> x | None and Union[x, y] to x | y ( #26633 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-12 09:51:31 -07:00
Roberto L. Castro
96ad65b7fe
[Transform] [Quantization] Add QuTLASS support to vLLM ( #24440 )
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2025-10-10 09:43:40 -07:00
roikoren755
4069db3f2e
[Bugfix] Enable padded FP4 quantization ( #25947 )
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Signed-off-by: Roi Koren <roik@nvidia.com>
2025-10-09 10:59:41 -07:00
Nicolò Lucchesi
4ebc9108a7
[Kernel] Centralize platform kernel import in current_platform.import_kernels ( #26286 )
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Signed-off-by: NickLucche <nlucches@redhat.com>
2025-10-08 20:25:31 +00:00
Barry Kang
127c8b782a
Add gather_indexer_k_quant_cache kernel ( #25931 )
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Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Simon Mo <simon.mo@hey.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-10-08 04:58:57 +00:00
Harry Mellor
b893d661b1
Fix per file ruff ignores related to simplification ( #26259 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-05 20:31:53 +00:00
Harry Mellor
d6953beb91
Convert formatting to use ruff instead of yapf + isort ( #26247 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-05 07:06:22 -07:00
Hank_
17edd8a807
[Platform][Kernel] platform-specific kernel loading ( #25823 )
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Signed-off-by: Hank <hcc.mayday@gmail.com>
2025-10-05 13:25:15 +02:00
Fadi Arafeh
9705fba7b7
[cpu][perf] Accelerate unquantized-linear for AArch64 through oneDNN/ACL and weight prepack ( #25948 )
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Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
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2025-10-04 12:16:38 +08:00
Yongye Zhu
fa7e254a7f
[New Model] DeepSeek-V3.2 (Rebased to Main) ( #25896 )
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2025-09-30 17:14:41 +08:00
Hashem Hashemi
a3a7828010
[ROCm] Add skinny gemm bias support for dtypes fp16,bf16,fp8 ( #24988 )
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Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
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2025-09-23 14:31:45 -04:00
Matthew Bonanni
8f3616f422
Remove old cutlass mla ( #23961 )
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2025-09-17 14:31:43 +00:00
Kyle Sayers
a0b26701c9
[Transform] Deterministic Hadacore Transforms ( #24106 )
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2025-09-15 12:59:31 -06:00
xiao-llm
01413e0cf5
Fp8 paged attention update ( #22222 )
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Signed-off-by: Xiao Yu <xiao.yu@amd.com>
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2025-09-15 10:43:26 -04:00
Woosuk Kwon
5febdc8750
[Chore] Remove unused batched RoPE op & kernel ( #24789 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-09-13 00:08:20 -07:00
TaehyunKim
9bd831f501
[Model] New model support for Motif-1-Tiny ( #23414 )
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Signed-off-by: ca1207 <ca1207zzz@gmail.com>
Signed-off-by: TaehyunKim <73943231+ca1207@users.noreply.github.com>
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2025-09-10 23:29:40 -07:00
Ming Yang
86173ad593
[Kernel] Support decode context parallelism on Blackwell with CUTLASS MLA ( #24385 )
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Signed-off-by: Ming Yang <minos.future@gmail.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
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2025-09-08 09:27:12 +08:00
yzds
ac201a0eaf
[Feature] Support Decode Context Parallel (DCP) for MLA ( #23734 )
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2025-09-06 13:24:05 +08:00
Li, Jiang
57b1ce94f7
[CPU] Refactor CPU unquantized linear ( #24150 )
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2025-09-04 14:28:45 +08:00
yzds
186aced5ff
[Kernel] cuda kernels for upcoming decode context parallel feature ( #23791 )
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2025-08-28 15:29:11 +08:00
Xin Yang
8a3cd90af5
[Kernel] Add fused grouped_topk kernel for MoE ( #23274 )
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Signed-off-by: Xin Yang <xyangx@amazon.com>
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2025-08-25 11:47:52 -07:00
czhu-cohere
e76e233540
[kernel] Support W4A8 on Hopper ( #23198 )
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2025-08-24 06:18:04 +00:00
Matthew Bonanni
19fe1a0510
[Kernel] Add FP8 support with FlashMLA backend ( #22668 )
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2025-08-22 02:26:32 +00:00
Li, Jiang
7be5d113d8
[CPU] Refactor CPU W8A8 scaled_mm ( #23071 )
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2025-08-21 09:34:24 +08:00
Michael Goin
0cdbf5e61c
[Kernel/Quant] Remove the original marlin format and qqq ( #23204 )
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2025-08-20 15:13:36 -04:00
shixianc
b17109beea
[Kernel] CUTLASS MoE FP8: Integrate cuda moe permute/unpermute ( #23045 )
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2025-08-20 10:35:26 -04:00
Michael Goin
4fc722eca4
[Kernel/Quant] Remove AQLM ( #22943 )
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2025-08-16 19:38:21 +00:00
Woosuk Kwon
1c859a1387
[V0 Deprecation] Remove advance_step ( #22969 )
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2025-08-15 08:22:31 -07:00
Jinzhen Lin
33c63e9547
[Kernel] [Quantization] Add MXFP4 and bias support for marlin kernel ( #22428 )
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2025-08-14 11:23:22 -07:00
Eugene Cheah
f919d4cb8f
[BugFix] Fix logits repetition penalty cuda check ( #22592 )
2025-08-10 22:52:31 -07:00
Michael Goin
6a51530437
[Bugfix] Fix 3D input passed into cutlass_scaled_mm ( #22278 )
...
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-08-06 10:35:20 +08:00
Wentao Ye
4771df7b2b
[Feature] Non-contiguous Support for FP8 Quantization ( #21961 )
...
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-08-05 02:36:43 -07:00
