 Asaf Gardin
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bbf81f9a92
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[Mamba1] - Kernel Level Chunk Alignment for Prefix Caching (#34798)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
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2026-03-01 20:40:23 +08:00 |
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Wentao YeandCyrus Leung
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e113a30113
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[Deprecation] Deprecate code in 0.17 as scheduled (#35441)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-02-28 17:32:37 +00:00 |
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Jiangyun Zhu
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ab87f85231
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[Model] Ring 2.5 (#35102)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-02-26 02:17:11 -08:00 |
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f5972a872f
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[Model][Spec Decode] Nemotron-H MTP and Mamba Speculative Decoding Support (#33726)
Signed-off-by: Shahar Mor <smor@nvidia.com>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Shahar Mor <smor@nvidia.com>
Co-authored-by: Roi Koren <roik@nvidia.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-02-24 09:49:56 -08:00 |
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Vadim Gimpelson
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604b9eaec5
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[BUGFIX] Fix accuracy regression for NVIDIA-Nemotron-3-Nano-30B-A3B-NVFP4 with TP>1 (#34476)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
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2026-02-14 23:25:17 -08:00 |
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Roger Wang
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eea3024f43
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[Bugfix] Fix mamba state dtype setting for Qwen3-Next and Qwen3.5 (#34489)
Signed-off-by: Roger Wang <hey@rogerw.io>
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2026-02-12 22:48:42 -08:00 |
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9562912cea
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[MODEL] Adding Support for Qwen3.5 Models (#34110)
Signed-off-by: JJJYmmm <1650675829@qq.com>
Signed-off-by: JJJYmmm <92386084+JJJYmmm@users.noreply.github.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: wulipc <wulipc@users.noreply.github.com>
Co-authored-by: ywang96 <ywang96@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
|
2026-02-09 21:12:58 +08:00 |
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whx
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ce9b3cd3e9
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[PluggableLayer][3/N] Apply PluggableLayer to mamba layers. (#33660)
Signed-off-by: whx-sjtu <2952154980@qq.com>
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2026-02-07 05:26:05 -08:00 |
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Andreas KaratzasandMatthew Wong
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3e472e81f9
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[ROCm][Bugfix][CI] Fix hybrid models and their tests (Mamba/Jamba/Bamba) (#32710)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com>
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2026-02-05 10:01:23 +00:00 |
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Vadim Gimpelson
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824058076c
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[PERF] Change GDN Attention State Layout from [N, HV, K, V] to [N, HV, V, K] (#33291)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
|
2026-02-04 11:20:52 +00:00 |
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Vadim Gimpelson
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a372f3f40a
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[MISC] Fix Tensor Parallelism for Quantized Mamba Models with n_groups=1 (#33257)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
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2026-02-03 15:10:31 -05:00 |
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daniserebandRobert Shaw
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f4a0921c9c
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[Performance] Tune Mamba selective scan kernel for B200 (#32873)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-01-26 05:56:54 -08:00 |
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Harry HuangandChen Zhang
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5206e5e28c
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[V1][Hybrid] Mamba Prefix Caching with align mode (#30877)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
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2026-01-23 09:56:48 -08:00 |
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Andreas Karatzas
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11b6af5280
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[ROCm][Bugfix] Fix Mamba batched decode producing incorrect output (#32099)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-01-13 05:46:53 +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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Shanshan Shen
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08d954f036
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[Doc] Add developer guide for CustomOp (#30886)
Signed-off-by: shen-shanshan <467638484@qq.com>
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2026-01-09 16:21:11 +00:00 |
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Cyrus Leung
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b665bbc2d4
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[Chore] Migrate V0 attention utils (#31891)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-07 13:44:36 +00:00 |
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Wang Kunpeng
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5708297e4e
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[Misc][Model][Refactor] Pass the prefix into Linear layers (#31669)
Signed-off-by: Wang Kunpeng <1289706727@qq.com>
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2026-01-05 20:03:18 +00:00 |
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Roger Youngandxuebi
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5bc664110f
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Optimize QKNorm for MiniMax-M2/M2.1 (#31493)
Signed-off-by: xuebi <xuebi@minimaxi.com>
Co-authored-by: xuebi <xuebi@minimaxi.com>
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2025-12-29 16:30:18 +00:00 |
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Asaf Joseph Gardin
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34916ae37f
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[Mamba] - Consolidate Mambas Attention Logic (#28133)
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2025-12-23 21:57:00 +01:00 |
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roikoren755
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ae0f69b16a
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Add SpecDec support to selective_state_update (#29488)
Signed-off-by: Roi Koren <roik@nvidia.com>
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2025-12-08 16:45:18 -05:00 |
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Matthew Bonanni
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1d93f11675
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[Attention][CUDAGraph] Remove CG padding from attention backends (#29352)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-12-02 13:48:08 -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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Matthew Bonanni
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430dd4d9eb
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[Attention] Remove imports from vllm/attention/__init__.py (#29342)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-11-26 10:53:15 -07:00 |
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Cyrus Leung
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aab0102a26
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[V0 deprecation] Remove more V0 references (#29088)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-11-21 11:56:59 +00:00 |
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Shanshan Shen
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d44e9df7d4
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[Model][Mamba] Add selector for mamba attention backend and make it pluggable for other device (#26487)
Signed-off-by: shen-shanshan <467638484@qq.com>
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2025-11-19 16:24:55 +00:00 |
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tomeras91
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1395461f5f
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[Hybrid][torch.compile] Refactor mamba2 forward to avoid obscuring linear projections under custom op (#28587)
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
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2025-11-18 16:49:36 -08:00 |
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Thomas Parnell
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e0c910bb89
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[Hybrid] [Kernel] Fix chunk scan kernel when BLOCK_SIZE_DSTATE > 128 (#28295)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
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2025-11-14 22:55:42 +00:00 |
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Asaf Joseph Gardin
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00b31a36a2
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[V1] [Hybrid] Mamba1 Automatic Prefix Caching (#26377)
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
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2025-11-02 04:16:23 -08:00 |
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Zhiyuan Li
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4e68cc9b6a
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[Model] Introduce Kimi Linear to vLLM (#27809)
Signed-off-by: lizhiyuan <lizhiyuan@moonshot.cn>
Signed-off-by: Zhiyuan Li <uniartisan2017@gmail.com>
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2025-10-30 21:02:27 +08:00 |
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Roger Youngandxuebi
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d6704dd099
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Fix MiniMax-M2 rmsnorm precision and remove useless code (#27627)
Signed-off-by: xuebi <xuebi@minimaxi.com>
Co-authored-by: xuebi <xuebi@minimaxi.com>
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2025-10-29 21:01:05 +08:00 |
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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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Nicolò Lucchesi
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b26b70bec4
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[Misc] Refactor get_kv_cache_spec into AttentionLayerBase (#26587)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2025-10-18 13:51:21 +00:00 |
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Lukas Geiger
|
4d055ef465
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Remove unused imports (#26972)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2025-10-16 19:51:17 -07:00 |
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Harry Mellor
|
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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Harry Mellor
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2f99f2f506
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Tidy vllm/config/__init__.py to only add classes and functions (#26405)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-08 07:10:00 -07:00 |
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Thomas Parnell
|
778f554157
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[V1] [Hybrid] Some additional clean-up in Mamba2 prefix caching (#26222)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
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2025-10-06 10:40:30 +08:00 |
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Harry Mellor
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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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ea507c3a93
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[V1] [Hybrid] Mamba2 Automatic Prefix Caching (#25752)
Signed-off-by: Stanislaw Wozniak <stw@zurich.ibm.com>
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Thomas Ortner <boh@zurich.ibm.com>
Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com>
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2025-10-04 06:34:22 +02:00 |
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Paul Pak
|
5f42fc53b6
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[backends][short_conv] CUDA graph piecewise edits (#24215)
Signed-off-by: Paul Pak <paulpak58@gmail.com>
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2025-10-03 12:59:48 +00:00 |
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Harry Mellor
|
61aedb5ffe
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MoveVllmConfig from config/__init__.py to config/vllm.py (#25271)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-09-29 19:49:49 -07:00 |
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Thomas Parnell
|
fea3e476aa
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[Kernel] Chunk-aligned mamba2 (#24683)
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2025-09-29 23:18:25 +02:00 |
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Chih-Chieh YangandRishiAstra
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2b6b1d7809
|
[Model] Mamba2 varlen refactor (#21467)
Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
Co-authored-by: RishiAstra <40644327+RishiAstra@users.noreply.github.com>
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2025-09-26 11:31:14 +00:00 |
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Tao He
|
99b3a504c5
|
[Qwen3-Next][GDN] fixes cuda graph capturing bug in GDN metadata and a stride bug in causal_conv_1d. (#25743)
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
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2025-09-26 01:18:58 -07:00 |
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Thomas ParnellandChih-Chieh-Yang
|
5e25b12236
|
[Kernel] [Mamba] Remove BLOCK_H=1 from list of tuneable configurations for _chunk_cumsum_fwd_kernel (#25197)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Chih-Chieh-Yang <chih.chieh.yang@ibm.com>
|
2025-09-23 23:23:30 +00:00 |
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Michael Goin
|
7361ab379f
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Remove redundant mutates_args and dispatch_key for direct_register_custom_op (#25512)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-09-23 22:48:40 +00:00 |
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Thomas Parnell
|
a903669e10
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[V1] Remove V0 code paths for Hybrid models (#25400)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
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2025-09-23 08:26:13 -07:00 |
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Woosuk Kwon
|
bc6e542d9f
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Remove V0 attention backends (#25351)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-09-21 16:03:28 -07:00 |
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Vadim Gimpelson
|
072d7e53e5
|
[PERF] Add conv1d metadata to GDN attn (#25105)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
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2025-09-18 14:27:49 +00:00 |
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Asaf Joseph Gardin
|
66072b36db
|
[Bugfix][Mamba] - Fix Conv State Kernel FP32 Support (#24883)
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
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2025-09-18 12:21:17 +00:00 |
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