 fxmarty-amdandAndreas Karatzas
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d1c15e589d
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[CI] Speed up quantization test group (#53291)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-09-01 13:15:24 -05:00 |
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sychen52
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7c5dc571cb
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[Attention][DSA] Enable W4A16 DSA (#51724)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
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2026-09-01 12:37:47 +08:00 |
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Lucas Wilkinson
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8bdc70ec7b
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[6/N][KV-Cache Layout Refactor] Standardize KV cache layout (#51718)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-08-21 17:47:49 -07:00 |
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Chaojun Zhang
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f863387250
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[XPU] Fix UVA weight offloading (non-pinned-tensor views and static Triton launcher) (#51770)
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
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2026-08-11 21:48:44 +08:00 |
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Wei-Ming Chen
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1c94e8dc7d
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Add NVFP4 KV 4-over-6 scale search (#45187)
Signed-off-by: weimingc <17592131+meenchen@users.noreply.github.com>
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2026-08-07 13:22:27 -07:00 |
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Nick HillandClaude
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7635a9002b
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[Core] Explicitly manage torch CPU threads in workers (#49919)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-08-04 10:06:38 -07:00 |
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51878e5b6e
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[2/N][KV-Cache Layout Refactor] Pack K/V into the content dim across attention backends (#44455)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
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2026-07-11 11:11:16 -04:00 |
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JartXandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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70749fdcca
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[Feature] Triton INT4 per-token-head KV cache quantization (#40835)
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-24 10:21:25 +00:00 |
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Nick Hill
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7df3d7dada
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[Core] Ensure memory is pinned prior to async h2d copy (#45424)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-06-20 20:02:24 -07:00 |
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Nick Hill
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989c176c0a
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[Perf][3/n] Eliminate GPU<->CPU syncs in attention impls (#41434)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-05-07 19:44:24 -07:00 |
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66dfee7121
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[Bugfix] Fix degenerate KV cache stride causing TMA cudaErrorIllegalInstruction (#40737)
Signed-off-by: David Oy <david@baseten.co>
Signed-off-by: David Oy <58150256+the-david-oy@users.noreply.github.com>
Signed-off-by: David Oy <david.oy@baseten.co>
Co-authored-by: David Oy <david@baseten.co>
Co-authored-by: Claude <claude@anthropic.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
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2026-05-03 23:52:18 +00:00 |
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sychen52
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6b2b7bd0eb
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Add nvfp4 support to reshape_and_cache_flash (#37332)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
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2026-04-17 07:28:00 -07:00 |
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f4b42df048
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[Attention Backend] TurboQuant: 2-bit KV cache compression with 4x capacity (#38479)
Signed-off-by: vibhavagarwal5 <vibhavagarwal5@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-04-14 19:57:13 -07:00 |
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Richard Zou
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f44afef6d6
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[compile] Allow strings in custom ops without regressing compilation times (#38123)
Signed-off-by: Richard Zou <zou3519@gmail.com>
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2026-04-10 07:26:37 +00:00 |
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Yan Ma
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ec68d53b2b
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Add platform manual_seed_all API (#38468)
Signed-off-by: Yan Ma <yan.ma@intel.com>
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2026-04-10 13:43:50 +08:00 |
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Richard Zou
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ba4a78eb5d
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[torch.compile] Allow usage of Opaque Objects in PyTorch 2.11 (#39286)
Signed-off-by: Richard Zou <zou3519@gmail.com>
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2026-04-08 23:21:10 +00:00 |
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Andrey Talman
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2111997f96
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[release 2.11] Update to torch 2.11 (#34644)
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2026-04-07 18:55:48 -07:00 |
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2ce3d0ce36
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[Feature] KV cache per-token-head INT8/FP8 quantization (#38378)
Signed-off-by: JartX <sagformas@epdcenter.es>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: yangyang4991 <yangyang4991@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
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2026-04-02 08:13:26 -04:00 |
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Matthew Bonanni
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116f4be405
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[1/N][Cleanup] Standardize on use of is_quantized_kv_cache (#38659)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-04-01 04:08:01 +00:00 |
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4dfad17ed1
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replace cuda_device_count_stateless() to current_platform.device_count() (#37841)
Signed-off-by: Liao, Wei <wei.liao@intel.com>
Signed-off-by: wliao2 <wei.liao@intel.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-03-31 22:32:54 +08:00 |
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Andreas Karatzas
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36f6aede23
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[Misc] Optimized check to encapsulate both CUDA and ROCm platforms (#34549)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-03-26 09:43:07 +08:00 |
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Kunshang Ji
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53ec16a705
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[Hardware] Replace torch.cuda.device_count/current_device/set_device API (#36145)
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-03-12 07:57:47 -07:00 |
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Richard Zou
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e82fbeec7b
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[torch.compile] Undo the fast_moe_cold_start hack in torch>=2.11 (#35475)
Signed-off-by: Richard Zou <zou3519@gmail.com>
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2026-03-01 21:44:22 +00:00 |
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35d44b4557
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[XPU]Support CUDAGraph on XPU Platform (#34482)
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: chzhang <chaojun.zhang@intel.com>
Co-authored-by: zhenwei-intel <zhenwei.liu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-02-24 22:22:52 -08:00 |
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Manrique Vargas
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ad5aa6bd9f
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fix(docs): fix typos in comments and docstrings (#34836)
Signed-off-by: machov <mv1742@nyu.edu>
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2026-02-18 23:17:41 -08:00 |
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Andreas Karatzas
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a0638d052d
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[Bugfix] Fix ROCm UVA CPU weight offloading broken by #32993 (#34543)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-02-13 20:01:42 -08:00 |
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Wei ZhaoandMichael Goin
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59d53066d8
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[Feature] Support CPU Offloading without Pytorch Pinned Memory that leads to doubled allocation (#32993)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-02-13 08:11:26 -08:00 |
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Xinyu Chen
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e969a169ef
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support view_from_cpu_tensor on XPU (#33868)
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
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2026-02-06 08:34:20 +00:00 |
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Cyrus LeungandYunzhuLu
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21997f45b1
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[Redo] #33110 with threading limit (#33502)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: YunzhuLu <lucia.yunzhu@gmail.com>
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2026-02-01 09:18:11 +00:00 |
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Angela Yi
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4197168ea5
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[ez] Remove checks for torch version <= 2.8 (#33209)
Signed-off-by: angelayi <yiangela7@gmail.com>
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2026-01-28 16:03:56 -05:00 |
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7. Sun
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0ccecf8833
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[Tests] Standardize RNG seed utility across test files (#32982)
Signed-off-by: 7. Sun <jhao.sun@gmail.com>
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2026-01-24 06:47:14 +00:00 |
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a28b94e6ef
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[Performance] Split FlashAttn attention and cache update (#25954)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Luka Govedič <luka.govedic@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <luka.govedic@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
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2026-01-23 17:28:06 -08:00 |
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Angela Yi
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7933638051
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[misc] Remove is_torch_equal_or_newer(2.4) cases (#32296)
Signed-off-by: angelayi <yiangela7@gmail.com>
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2026-01-13 23:22:07 -08:00 |
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Vadim Gimpelson
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e15a5ff07b
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[MISC] Add strict contiguity check for FlashInfer attention tensors (#32008)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Signed-off-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
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2026-01-10 12:40:05 -08:00 |
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roikoren755
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0c9614876e
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Update modelopt KV cache quantization resolution to new scheme (#31895)
Signed-off-by: Roi Koren <roik@nvidia.com>
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2026-01-10 04:54:13 +00:00 |
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wangxiyuan
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bb4337b34c
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[Platform] Deprecate seed_everything (#31659)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
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2026-01-04 18:34:04 -08:00 |
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Amir Samaniandyoukaichao
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030fc44914
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use the same stream for cuda graph catpure and replay for NCCL (#29207)
Signed-off-by: Amir Samani <asamani@nvidia.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
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2025-12-25 19:10:03 +08:00 |
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danielafrimiandroot
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7b966ae2ba
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[Fix]Load kv-cache dtype from hf_quant_config.json automatically (fix for reverted PR) (#30785)
Signed-off-by: <>
Co-authored-by: root <root@gpu-937.slurm-workers-slurm.slurm.svc.cluster.local>
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2025-12-17 01:56:38 -08:00 |
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Robert Shaw
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e2ed238885
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Revert "[Fix]Load kv-cache dtype from hf_quant_config.json automatically" (#30653)
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2025-12-14 19:33:41 -05:00 |
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danielafrimi
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6ec0d8dbe4
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[Fix]Load kv-cache dtype from hf_quant_config.json automatically (#29980)
Signed-off-by: Daniel Afrimi <dafrimi@nvidia.com>
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2025-12-12 11:27:47 -08:00 |
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amitz-nv
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6038b1b04b
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[Frontend][Model] Add 'float16' to possible mamba cache dtype values, override mamba SSM cache dtype value for NemotronH (#29978)
Signed-off-by: amitz-nv <203509407+amitz-nv@users.noreply.github.com>
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2025-12-05 00:34:33 -08:00 |
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Cyrus Leung
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953d9c820b
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[mypy] Pass type checking for vllm/utils and vllm/v1/pool (#29666)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-11-28 20:40:47 +08:00 |
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杰兮andzhyajie
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9d2d561257
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[Bugfix] Fix precision corruption when shared_experts_stream=None (#28942)
Signed-off-by: zhyajie <yajizhan@amd.com>
Co-authored-by: zhyajie <yajizhan@amd.com>
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2025-11-19 19:30:57 +00:00 |
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Alexander Matveev
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69d0e90313
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[MoE][Kernel][Perf] Improve Shared Expert Stream Overlap (#28406)
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
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2025-11-12 23:37:24 +00:00 |
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Isotr0py
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3f5a4b6473
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[Bugfix] Validate custom logits processor xargs for online serving (#27560)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-11-05 16:53:33 +00:00 |
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Isotr0py
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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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