 BadrBasowid
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fb5bd03f51
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[Perf] Set IR Op Priority Once at Worker Init (#42631)
Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
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2026-05-15 15:56:13 +00:00 |
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bnellnmandRobert Shaw
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e1e318af01
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[MoE Refactor] Remove MoE DP chunking (#39107)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-04-14 09:48:05 -04:00 |
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40bb175027
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[vLLM IR] 1/N Implement IR skeleton and rms_norm op (#33825)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
Signed-off-by: chzhang <chaojun.zhang@intel.com>
Signed-off-by: Luka Govedic <luka.govedic@gmail.com>
Co-authored-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: Luka Govedič <ProExpertProg@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
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2026-03-31 22:15:05 -04:00 |
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Wentao Ye
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0d81a1fe61
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[V0 Deprecation] Deprecate virtual engine (#37195)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-03-18 14:30:14 -07:00 |
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Jiayi YanandHarry Mellor
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6a895197fa
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[Bugfix][CI] fix typos (#34934)
Signed-off-by: 1195343015 <1195343015@qq.com>
Signed-off-by: Jiayi Yan <66017932+1195343015@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-03-05 17:05:46 +00:00 |
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Lucas Wilkinson
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1d532f9d8f
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[DP] Only use DP padding when cudagraphs are actually used (#34102)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-02-27 15:14:31 -05:00 |
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Lucas Wilkinson
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c7914d30f9
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Reapply [Attention][FA3] Update FA3 to include new swizzle optimization (#34043)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-02-11 07:07:56 -08:00 |
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Richard Zou
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4df841fe75
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[torch.compile] Add an option to force-enable the MOE cold start optimization (#33735)
Signed-off-by: Richard Zou <zou3519@gmail.com>
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2026-02-08 18:42:56 +00:00 |
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Richard ZouandRobert Shaw
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5eac9a1b34
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[torch.compile] Don't do the fast moe cold start optimization if there is speculative decoding (#33624)
Signed-off-by: Richard Zou <zou3519@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-02-03 03:38:49 +00:00 |
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DezhanandDezhan Tu
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4b3803d180
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[BugFix] DPMetadata raises assert error for dense model (#32739)
Co-authored-by: Dezhan Tu <dztu@meta.com>
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2026-02-03 00:56:44 +00:00 |
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yugong333
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ffe1fc7a28
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Reduce the kernel overhead when num of active loras is smaller than max loras. Multiple cuda graphs are captured for each num of active-loras. (#32005)
Signed-off-by: Yu Gong <yu3.gong@gmail.com>
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2026-02-02 12:30:06 -05:00 |
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Harry Mellor
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fb946a7f89
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Make mypy opt-out instead of opt-in (#33205)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-01-29 09:12:26 +00:00 |
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Richard Zou
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d9aa39a3bb
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[torch.compile] Speed up MOE handling in forward_context (#33184)
Signed-off-by: Richard Zou <zou3519@gmail.com>
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2026-01-27 15:17:54 -08:00 |
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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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Richard Zou
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654a71fc3c
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[torch.compile] Improve Cold Start for MoEs (#32805)
Signed-off-by: Richard Zou <zou3519@gmail.com>
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2026-01-22 10:44:40 -05:00 |
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Nicolò Lucchesi
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74c583bc50
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[Core] Whisper support torch.compile (#30385)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2026-01-19 10:02:31 +00:00 |
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Matthew Bonanni
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2612ba9285
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[1/N][Attention] Restructure attention: move files (#31916)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-01-09 13:10:24 -08:00 |
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Ronald
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2ab441befe
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[platform] add dp_metadata arg to set_additional_forward_context (#31942)
Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
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2026-01-08 06:56:44 +00:00 |
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zzzzwwjjandCyrus Leung
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caaa482aca
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[platform] Support additional forward context for OOT (#31674)
Signed-off-by: zzzzwwjj <1183291235@qq.com>
Signed-off-by: zzzzwwjj <34335947+zzzzwwjj@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2026-01-05 10:25:13 +00:00 |
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Nick Hill
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bd877162eb
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[BugFix] Support online dense model DP without overhead (#30739)
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: njhill <nickhill123@gmail.com>
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2026-01-02 23:36:38 +08:00 |
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Weida Hong
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73cfb7a722
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Correct position of docstring of class attributes (#31209)
Signed-off-by: Weida Hong <wdhongtw@google.com>
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2025-12-23 02:08:58 -08:00 |
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Lucas Wilkinson
|
56037dfa2f
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[BugFix] Fix assert batch_descriptor.num_tokens == num_tokens_padded (#30173)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2025-12-09 10:36:12 -05:00 |
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Matthew Bonanni
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fc1d8be3dc
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[Attention] Update attention imports (#29540)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-11-27 11:19:09 -05:00 |
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Lucas Wilkinson
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56539cddac
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[Core] Refactor padding logic and pad for CUDA graphs before attention metadata building (#28579)
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2025-11-26 14:07:13 -05:00 |
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Didier DurandandHarry Mellor
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eca7a8fb59
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[Doc]: fix typos in various files (#29230)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
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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2025-11-24 11:10:48 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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6965ef436f
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[Performance][DeepGEMM] Estimate expected_m (#28694)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-11-15 13:52:14 +08:00 |
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Canlin Guo
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de120bc94f
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[V0 deprecation] Clean up num_prefill_tokens logic for V0 (#28203)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
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2025-11-11 10:57:12 -08:00 |
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Andy LoandJee Jee Li
|
b63f2143f8
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[LoRA] LoRA cuda graph specialization (#25914)
Signed-off-by: Andy Lo <andy@mistral.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
|
2025-10-20 04:21:09 +00:00 |
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Harry Mellor
|
8fcaaf6a16
|
Update Optional[x] -> x | None and Union[x, y] to x | y (#26633)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2025-10-12 09:51:31 -07:00 |
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Sage Moore
|
ae9d0e7da5
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[Bugfix] Make DP padding optional in coordinate_batch_across_dp (#26375)
Signed-off-by: Sage Moore <sage@neuralmagic.com>
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2025-10-10 10:53:33 -04:00 |
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Lucas WilkinsonandBenjamin Chislett
|
29255cfc3b
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[Spec-Decode] Support piecewise cudagraphs for Eagle head (#25109)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
|
2025-10-10 01:20:31 -04:00 |
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Sage Moore
|
0d37450eb7
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[BUGFIX] Add cu_tokens_across_sp to DPMetadata (#26457)
Signed-off-by: Sage Moore <sage@neuralmagic.com>
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2025-10-09 17:13:56 +00:00 |
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Sage Mooreandmgoin
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2111b4643c
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[Core] Simplify the Dp padding/should ubatch coordination logic (#25768)
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2025-10-07 01:57:49 +00:00 |
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Harry Mellor
|
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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Tyler Michael Smith
|
a5354b3ed2
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[Bugfix][WideEP] Apply TP Attn + EP MoE fix to other models (#24982)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2025-09-27 14:22:28 +00:00 |
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fhl2000andLuka Govedič
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f075693da7
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[V1] address post issues related to #20059 (part 1) (#23046)
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-09-26 15:58:19 -04:00 |
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567939953b
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[Core/DBO][1/N] Add Dual-Batch Overlap mechanism to VLLM (#23693)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2025-09-16 12:21:48 -04:00 |
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Sage Moore
|
49bfc538e4
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Update num_tokens_across_dp to use nccl instead of gloo (#24105)
Signed-off-by: Sage Moore <sage@neuralmagic.com>
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2025-09-15 19:05:48 +00:00 |
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74f441f4b5
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[Core] Allow full cudagraph with separate attention routines and orthogonal to compilation, add support for FA2 and FlashInfer (#20059)
Signed-off-by: fhl <2410591650@qq.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2025-08-15 10:01:39 -04:00 |
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Shu Wang
|
b2c8ce57c6
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Fix Flashinfer CUTLASS MOE Allgather (#21963)
Signed-off-by: Shu Wang <shuw@nvidia.com>
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2025-08-07 19:18:25 -07:00 |
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Luka Govedič
|
3597b06a4f
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[CUDA] Enable full cudagraph for FlashMLA (#18581)
Signed-off-by: luka <luka@neuralmagic.com>
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2025-06-13 18:12:26 +00:00 |
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Simon Mo
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02f0c7b220
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[Misc] Add SPDX-FileCopyrightText (#19100)
Signed-off-by: simon-mo <simon.mo@hey.com>
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2025-06-03 11:20:17 -07:00 |
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d6fd3a33b8
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[Misc] reuse num_tokens_across_dp of get_dp_padding to avoid unnecessary dp all reduce in set_forward_context (#18935)
Signed-off-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
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2025-06-01 19:41:18 +00:00 |
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Nick HillandWill Eaton
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d1d61f3351
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[BugFix] Make DP work with connector-delayed new requests (#18559)
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Will Eaton <weaton@redhat.com>
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2025-05-29 18:04:18 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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7951d78738
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[Core] Enable CUDA graphs for DP + All2All kernels (#18724)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
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2025-05-28 22:55:30 +00:00 |
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Shanshan Shen
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9c1baa5bc6
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[Misc] Replace cuda hard code with current_platform (#16983)
Signed-off-by: shen-shanshan <467638484@qq.com>
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2025-05-23 04:38:50 +00:00 |
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bnellnm
|
f9c069c85e
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Modularize fused experts and integrate PPLX kernels (#15956)
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2025-05-14 13:11:54 -07:00 |
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d19110204c
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[P/D] NIXL Integration (#17751)
Signed-off-by: ApostaC <yihua98@uchicago.edu>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Brent Salisbury <bsalisbu@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: ApostaC <yihua98@uchicago.edu>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Brent Salisbury <bsalisbu@redhat.com>
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2025-05-12 09:46:16 -07:00 |
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Chen Zhang
|
cba31c47c4
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[v1] AttentionMetadata for each layer (#17394)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-05-06 07:58:37 -07:00 |
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Chen Zhang
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24e6ad3f16
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[V1] Remove num_input_tokens from attn_metadata (#17193)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-04-29 09:28:41 -07:00 |
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