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71b1c8b667
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[Chore]:Extract math and argparse utilities to separate modules (#27188)
Signed-off-by: Yeshwanth Surya <yeshsurya@gmail.com>
Signed-off-by: Yeshwanth N <yeshsurya@gmail.com>
Signed-off-by: yeshsurya <yeshsurya@gmail.com>
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2025-10-26 04:03:32 -07:00 |
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6ac5e06f7c
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[Chore] Clean up pytorch helper functions in vllm.utils (#26908)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
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2025-10-18 09:48:22 -07:00 |
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3125d79950
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[Chore] Remove unused PolyNorm layer (#27110)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-10-17 19:03:43 +00:00 |
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6c9fdbf725
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[Docs] Replace rst style double-backtick with md single-backtick (#27091)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-17 02:47:34 -07:00 |
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ed344f4116
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Cleanup code after Python 3.10 upgrade (#26520)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2025-10-16 03:38:23 -07:00 |
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8f4b313c37
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[Misc] rename torch_dtype to dtype (#26695)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
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2025-10-15 12:11:48 +00:00 |
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8fcaaf6a16
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Update Optional[x] -> x | None and Union[x, y] to x | y (#26633)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-12 09:51:31 -07:00 |
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96ad65b7fe
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[Transform] [Quantization] Add QuTLASS support to vLLM (#24440)
Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Signed-off-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-10-10 09:43:40 -07:00 |
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7b03584de8
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Silu v2 (#25074)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: elvircrn <elvircrn@gmail.com>
Signed-off-by: Elvir Crnčević <elvircrn@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
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2025-10-10 15:19:53 +00:00 |
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e09d1753ec
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Remove Python 3.9 support ahead of PyTorch 2.9 in v0.11.1 (#26416)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-08 10:40:42 -07:00 |
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6273fe8d3d
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[Benchmarks] Fix imports in FP8 tuning script (#26407)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2025-10-08 16:31:59 +00:00 |
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338b1bf04f
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[Benchmarks] Add support for Qwen 3 VL MoE tuning (#26419)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2025-10-08 14:01:08 +00:00 |
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7e4cd070b0
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[V0 Deprecation] Remove VLLM_USE_V1 from docs and scripts (#26336)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-07 16:46:44 +08:00 |
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824a3f403f
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[Misc] auto_tune: kill specific vllm process (#26304)
Signed-off-by: Karan Goel <karangoel@google.com>
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2025-10-06 18:02:51 +00:00 |
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6c04638214
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Fix per file ruff ignores related to line length (#26262)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-06 05:12:40 +00:00 |
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557b2e961d
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Remove all cases of fmt: on/off (#26253)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 09:18:14 -07:00 |
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d6953beb91
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Convert formatting to use ruff instead of yapf + isort (#26247)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 07:06:22 -07:00 |
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eb0fa43868
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[Perf] Optimize reshape_and_cache CUDA Kernel (#25955)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Liu-congo <1502632128@qq.com>
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2025-10-03 01:33:46 -07:00 |
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502640c3f9
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[Perf] Fix and reapply move apply w8a8 block fp8 linear to class (#25696)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
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2025-10-02 19:35:13 +00:00 |
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d00d652998
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[CI/Build] Replace vllm.entrypoints.openai.api_server entrypoint with vllm serve command (#25967)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-02 10:04:57 -07:00 |
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67f3fb0844
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[Bench] Add DeepSeekV32 to MoE benchmark (#25962)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-09-30 14:13:48 -07:00 |
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e71b8e210d
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[Spec Decode] Add Batch Parallel Ngram. Upto 8x lower overhead. (#24986)
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
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2025-09-25 15:22:03 -07:00 |
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2f17117606
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[mypy] Fix wrong type annotations related to tuple (#25660)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-09-25 13:00:45 +00:00 |
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1260180c67
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Revert "[Performance] Move apply_w8a8_block_fp8_linear to an op class… (#25607)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2025-09-25 08:05:21 +00:00 |
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90b139cfff
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Enable Fbgemm NVFP4 on Dense models (#25609)
Signed-off-by: Saman Keon <samanamp@outlook.com>
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2025-09-24 21:12:53 -07:00 |
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1f29141258
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[Refactor] Use DeepGEMM Col Major TMA Aligned Tensor (#25517)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-09-24 18:52:36 -04:00 |
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d83f3f7cb3
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Fixes and updates to bench_per_token_quant_fp8 (#25591)
Signed-off-by: Michael Goin <mgoin64@gmail.com>
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2025-09-24 08:30:15 -07:00 |
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164299500b
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[Benchmark] Fix regression in structured output benchmark (#25500)
Signed-off-by: Russell Bryant <rbryant@redhat.com>
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2025-09-24 10:40:42 +00:00 |
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0d235b874a
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Add CUTLASS FP8 MOE benchmark scripts and kernel config (#25302)
Signed-off-by: Chenxi Yang <cxyang@fb.com>
Co-authored-by: Chenxi Yang <cxyang@fb.com>
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2025-09-23 18:07:42 -06:00 |
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63400259d0
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[Performance] Move apply_w8a8_block_fp8_linear to an op class (#24666)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
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2025-09-23 12:03:10 -07:00 |
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8c1c81a3de
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[core] add nccl symmetric memory for all reduce (#24532)
Signed-off-by: Amir Samani <asamani@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-09-23 14:33:06 -04:00 |
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24e8222745
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[Misc] Reduce initialization time of auto_tune (#23682)
Signed-off-by: Weida Hong <wdhongtw@google.com>
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2025-09-23 17:34:58 +00:00 |
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100b630a60
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[V1][Kernel] Add triton implementation for reshape_and_cache_flash (#24503)
Signed-off-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Chih-Chieh Yang <chih.chieh.yang@ibm.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-09-23 12:52:40 -04:00 |
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6c117cff7d
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[Frontend] Pass API server count to each process (#23717)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-09-20 01:15:19 +08:00 |
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29283e8976
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[Chore] Cleanup guided namespace, move to structured outputs config (#22772)
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
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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2025-09-18 09:20:27 +00:00 |
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5963b98b46
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[Kernel] Delegate construction of FusedMoEQuantConfig to FusedMoEMethodBase subclasses (#22537)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-09-17 17:43:31 -06:00 |
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2a4d6412e6
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Add a batched auto tune script (#25076)
Signed-off-by: Karan Goel <karangoel@google.com>
Signed-off-by: Karan Goel <3261985+karan@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-09-17 22:41:18 +00:00 |
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1b962e2457
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[fix] lora benchmarks pass no_lora_flag_cpu (#23774)
Signed-off-by: Dylan Maloy <34420038+dolpm@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-09-17 21:22:25 +08:00 |
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43a62c51be
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Add more documentation and improve usability of lognormal dist (benchmark_serving_multi_turn) (#23255)
Signed-off-by: daniels <daniels@pliops.com>
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2025-09-17 05:53:17 +00:00 |
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5a411ef6c4
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[Benchmarks] Add MMVU video dataset support and clean up deprecated datasets (#24719)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-09-17 03:29:43 +00:00 |
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cef32104b4
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[FP8] Extend per-token-group quantization support to QuantFP8 (#24342)
Signed-off-by: Tahsin Tunan <tahsintunan@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
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2025-09-16 18:31:06 -07:00 |
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85e0df1392
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[Docs] move benchmarks README to contributing guides (#24820)
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2025-09-16 05:52:57 -07:00 |
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04ad0dc275
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[benchmark] Add triton version in the moe tuned config (#24769)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-09-16 14:10:54 +08:00 |
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98229db244
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[Kernels][DP/EP] Optimize Silu Kernel for R1 (#24054)
Signed-off-by: elvircrn <elvircrn@gmail.com>
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2025-09-13 00:17:27 -07:00 |
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bcb06d7baf
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[Doc]: fix typos in various files (#24726)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
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2025-09-12 06:43:12 -07:00 |
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c3aea10dc8
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[Perf] Use upstream CUTLASS for SM90 Block FP8 kernel (#23280)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-09-11 15:43:14 -07:00 |
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1fdd5c42d7
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[Kernels] Enable Torch Symmetric Memory All-Reduce By Default (#24111)
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-09-11 09:45:31 -07:00 |
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d11ec124a0
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[Bench] Add qwen-next in benchmark_moe.py (#24661)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-09-11 21:29:43 +08:00 |
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9bd831f501
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[Model] New model support for Motif-1-Tiny (#23414)
Signed-off-by: ca1207 <ca1207zzz@gmail.com>
Signed-off-by: TaehyunKim <73943231+ca1207@users.noreply.github.com>
Co-authored-by: WyldeCat <skan1543@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-09-10 23:29:40 -07:00 |
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0dc9cbb527
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[Benchmark] Update bench doc with mtbench, blazedit, spec bench (#24450)
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
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2025-09-09 21:15:41 +00:00 |
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