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ebfbcfe46a
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Stop setting CUDA_VISIBLE_DEVICES internally in vLLM, add device_ids arg (#45026)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: kourosh hakhamaneshi <kouroshHakha@users.noreply.github.com>
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2026-06-20 13:38:10 -07:00 |
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JasonLi314andGitHub
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93bad11912
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[Bugfix] Fix gridDim.y overflow for large row counts (#45255)
Signed-off-by: Jason Li <li.jason.cs@gmail.com>
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2026-06-19 23:27:45 -04:00 |
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Chris LeonardandGitHub
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b9a7cd464c
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[12/n] final _C library kernel migration (#45415)
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2026-06-19 06:57:26 -07:00 |
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Wentao YeandGitHub
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225936a1dd
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[CI Bug] Revert #42379 to fix CI Multi-Modal Models (Extended Generation 1) (#46070)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-06-18 12:37:39 -07:00 |
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HumphreyandGitHub
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4583630b56
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[Bugfix][Kernel] Check output alignment in vectorize_with_alignment (fixes misaligned-address crash for non-multiple-of-8 head sizes) (#45466)
Signed-off-by: HumphreySun98 <humphreysun98@gmail.com>
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2026-06-18 16:58:22 +00:00 |
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Jee Jee LiandGitHub
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22cc891108
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[Kernel] Add PDL support for DeepGEMM kernel (#46006)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-06-18 20:49:01 +08:00 |
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afdcbd5d39
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[ROCm][DSv4] Functional fixes for DeepSeek V4 on MI300X/MI325X (#45681)
Signed-off-by: ganyi <ygan@amd.com>
Signed-off-by: Markus Hartikainen <markus.hartikainen@amd.com>
Signed-off-by: Tuukka Sarvi <tuukka.sarvi@amd.com>
Co-authored-by: ganyi <ygan@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Markus Hartikainen <markus.hartikainen@amd.com>
Co-authored-by: Jin Tao <jintao12@amd.com>
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2026-06-18 12:21:14 +00:00 |
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Micah WilliamsonandGitHub
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e945169207
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Revert "[Kernel] Add PDL support for DeepGEMM kernel" (#45999)
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2026-06-17 22:59:48 -07:00 |
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b4c80ec0fd
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[Refactor] Remove dead cutlass mxfp8 code (#44681)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
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2026-06-17 21:18:25 -07:00 |
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Jee Jee LiandGitHub
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4403af8fb5
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[Kernel] Add PDL support for DeepGEMM kernel (#42996)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-06-17 20:37:17 -07:00 |
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arghyadeep sarkarandGitHub
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93bbe94d3a
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[Kernel] Add weightless RMSNorm CUDA kernels for has_weight=False (#41430) (#44109)
Signed-off-by: hello-args <args.sarkar@gmail.com>
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2026-06-16 23:45:55 -07:00 |
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4c62663315
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[M3] Enable FP8 sparse GQA (#45744)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-06-16 21:38:03 -07:00 |
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+1
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0a1c5034f5
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[Model] Add MiniMax M3 support (#45381)
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: functionstackx <47992694+functionstackx@users.noreply.github.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: functionstackx <47992694+functionstackx@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-06-16 01:01:25 +08:00 |
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5ed15f42b9
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Fix the E8M0 scale computation in the MXFP4 (W4A4) MOE CUTLASS kernel (#43557)
Signed-off-by: Xin He <xin3.he@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-06-15 06:04:54 -07:00 |
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78e7293bb1
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[Build] Fix CUDA arch build coverage gaps (#45277)
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
Co-authored-by: Xin Li <xinli-sw@users.noreply.github.com>
Co-authored-by: ShawRong <ShawRong@users.noreply.github.com>
Co-authored-by: Change72 <Change72@users.noreply.github.com>
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2026-06-13 22:09:20 -07:00 |
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71b961dd35
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[Perf] SM90 cutlass fp8 mm supports odd M by swap_ab, 180~290% kernel performance improvement (#44572)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-13 12:05:45 -07:00 |
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Isotr0pyandGitHub
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6635279d8a
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[Migration] Migrate GGUF quantization support to plugin (#39612)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-06-12 12:02:21 -07:00 |
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a014dddbaa
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[11b/n] Migrate Machete kernels to torch stable ABI (#45304)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
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2026-06-12 10:36:49 +00:00 |
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Chris LeonardandGitHub
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7021be66e8
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[11a/n] Migrate Marlin kernels to torch stable ABI (#45176)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
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2026-06-11 21:22:37 -07:00 |
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Juan Pérez de AlgabaandGitHub
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f219788f91
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[Security] Fix info disclosure via int32 truncation in GGUF dequantize kernels (#44971)
Signed-off-by: jperezde <jperezde@redhat.com>
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2026-06-11 08:05:14 +00:00 |
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6e64c1bab1
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[10c/n] Migrate MoE kernels to torch stable ABI (#44565)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
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2026-06-10 23:02:26 -07:00 |
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Micah WilliamsonandGitHub
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e1ed89dbee
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Revert "[Kernel] Speed up silu_and_mul_per_block_quant with warp-shuf… (#45066)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
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2026-06-09 14:12:06 -07:00 |
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a4b14b98c6
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[Kernel] Speed up silu_and_mul_per_block_quant with warp-shuffle reduction + vectorized I/O (#44173)
Signed-off-by: SII-yangdian <yangdian@sii.edu.cn>
Co-authored-by: SII-yangdian <yangdian@sii.edu.cn>
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2026-06-09 10:41:26 -07:00 |
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Charlie FuandGitHub
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228bcc436b
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[ROCm][Kernel] Enable permute_cols for ROCm (#44674)
Signed-off-by: charlifu <charlifu@amd.com>
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2026-06-07 09:50:03 +00:00 |
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bc5745a00f
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[ROCm][MLA] Replace torch.cat in sparse-MLA forward_mqa with fused concat_mla_q (#42838)
Signed-off-by: Markus Hartikainen <markus.hartikainen@amd.com>
Signed-off-by: Frida Andersson <fanderss@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Frida Andersson <fanderss@amd.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-06-06 18:20:50 -05:00 |
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TJianandGitHub
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aa6fb8a329
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[Bugfix] [ROCm] [Critical] fallback to regular abi for ROCm (#44648)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2026-06-05 15:51:17 +00:00 |
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Chris LeonardandGitHub
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56aff0dd15
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[10/n] Migrate cuda_view and silu_and_mul_per_block_quant kernels to torch stale ABI. (#44334)
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2026-06-04 20:14:43 -07:00 |
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Yongye ZhuandGitHub
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b5235fca2e
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[DSv4] Adding TRTLLM gen attention kernel (#43827)
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2026-06-04 07:35:09 -07:00 |
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59d0236193
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[10b/n] Migrate custom all-reduce, DeepSeek V4 fused MLA, MiniMax reduce-RMS, and MXFP8 MoE to libtorch stable ABI (#44365)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
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2026-06-04 00:29:46 +08:00 |
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Charlie FuandGitHub
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71df063c49
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Enable perf_token_group_quant/_C_stable_libtorch for ROCm (#42758)
Signed-off-by: charlifu <charlifu@amd.com>
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2026-06-02 23:23:28 -07:00 |
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Chris LeonardandGitHub
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4d93bc35c9
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Migrate header files to torch stable abi (#44013)
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2026-06-02 08:09:52 -07:00 |
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124fac10cb
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[Bugfix] Fix RMSNorm kernels to multiply in weight's native dtype (#42379)
Signed-off-by: Lanze Liu <lanzetech@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-29 23:16:53 -07:00 |
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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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22a58640b4
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[9/n] Migrate attention and cache kernels to torch stable ABI (continued) (#43717)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Co-authored-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
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2026-05-29 04:44:45 +00:00 |
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284e6f543d
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[8/n] Migrate merge_attn_states, mamba, sampler to torch stable ABI (continued) (#43361)
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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2026-05-27 09:35:24 -07:00 |
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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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