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5bb8d2767a
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[Kernel] Batch invariant NVFP4 linear using cutlass (#39912)
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-05-23 09:41:12 -04:00 |
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a7be0f342d
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[7/n] Migrate pos_encoding and norm kernels to libtorch stable ABI (continued) (#43209)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Co-authored-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
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2026-05-23 13:20:00 +08:00 |
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07aeaf9d4d
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[6/n] Migrate activation kernels, gptq, gguf, non cutlass w8a8 to libtorch stable ABI (continued) (#42663)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Co-authored-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
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2026-05-20 00:18:12 -07:00 |
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Wentao YeandGitHub
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37ece593c1
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[Perf] Padded nvfp4 quant kernel to remove additional copy, 2.4%~5.7% e2e performance improvement (#42774)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-05-18 16:38:12 -07:00 |
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06d020bb6e
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[Bugfix] Fix SM121 (DGX Spark) exclusion from Marlin/CUTLASS FP8 paths (#35568)
Signed-off-by: Blake Ledden <blake@secondnaturecomputing.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>
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2026-05-15 10:59:00 -07:00 |
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85b2fecab7
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[5/n] Migrate CUTLASS MLA, hadamard, awq, allspark and DSV3 fused a gemm to torch stable ABI (continued) (#42339)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Co-authored-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
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2026-05-13 07:24:39 +00:00 |
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dd6b3a5ef5
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[Perf] Use 2D-grid to eliminate divmod in W8W8 group quant (#42153)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-05-12 10:01:30 -04:00 |
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Wentao YeandGitHub
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0d453e2336
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[Perf] Batch invariance with Cutlass fp8 support, 28.9% E2E latency improvement (#40408)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-05-11 12:20:58 -04:00 |
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a3c83ff2fd
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Faster per-token fp8 group quant packed kernel for blackwell (#41326)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-04-30 18:09:55 -07:00 |
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Cyrus LeungandGitHub
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4a42aba380
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[CI/Build] Enable FP8 on NVIDIA Thor (#39712)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-04-29 09:48:52 -07:00 |
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Jakub ZakrzewskiandGitHub
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6fbec8ed47
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[Bugfix][Kernel] nvfp4 cutlass MoE: fix nvfp4 experts quant out-of-bounds read for expert counts not divisible by 4 or 16 (#40351)
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
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2026-04-21 19:06:09 +00:00 |
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d0359f3e04
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[Bugfix] Guard mxfp4_experts_quant bindings on ENABLE_NVFP4_SM100 (#40191)
Signed-off-by: ultranationalism <www913363043@gmail.com>
Signed-off-by: mgoin <mike.goin12@gmail.com>
Co-authored-by: mgoin <mike.goin12@gmail.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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2026-04-18 13:58:46 -07:00 |
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Michael GoinandGitHub
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a8bffaa133
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[Kernel] Add MXFP4 W4A4 CUTLASS MoE kernel for SM100 (#37463)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-04-17 16:42:32 -07:00 |
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Wei ZhaoandGitHub
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59b2f7b640
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[Perf] Fuse Zero Initializer for FP8 DeepGemm Block Quant Kernel (#39547)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
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2026-04-11 07:16:51 -07:00 |
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NecofishandGitHub
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580090db6b
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[Kernel] Add swapAB support for SM120 CUTLASS blockwise FP8 GEMM (#38325)
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2026-04-03 15:49:59 +02:00 |
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Wentao YeandGitHub
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c9a9db0e02
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[Compile] Fix nvfp4 compile warning (#38573)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-04-01 18:28:57 +00:00 |
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mikaylagawareckiandGitHub
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7c080dd3c5
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[4/n] Migrate FP4/W4A8 CUTLASS kernels to torch stable ABI (#37503)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
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2026-03-31 10:21:13 -07:00 |
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mikaylagawareckiandGitHub
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ab1a6a43fa
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[3/n] Migrate cutlass/scaled_mm_entry.cu torch stable ABI (#37221)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
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2026-03-30 11:20:13 -07:00 |
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mikaylagawareckiandGitHub
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bf4cc9ed2d
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[2/n] Migrate per_token_group_quant to torch stable ABI (#36058)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
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2026-03-25 10:15:13 -07:00 |
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