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266b9d9c64
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[Frontend][Core] Add sparse NCCL weight transfer support for in-place updates (#40096)
Signed-off-by: Siddharth Bedekar <bedeksid@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-06-01 15:37:30 -04:00 |
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7e53283b1c
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[Core] Cleanup KVConnector handling with PP + fix MRV2 (#43732)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-28 13:12:03 -07:00 |
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8c94938cfb
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[MRV2][BugFix] Fix KV connector handling in spec decode case (#43719)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-05-27 06:37:56 +00:00 |
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7e33081cee
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[Attention] Make FlexAttention and FlashAttention use num-blocks first layouts (#42095)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
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2026-05-26 19:55:56 -07:00 |
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b730c46352
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[Perf] [Hybrid] Fused Triton kernel for GPU-side Mamba state postprocessing (#40172)
Signed-off-by: Francesco Fusco <ffu@zurich.ibm.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-21 04:50:54 -07:00 |
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Siddharth BedekarandGitHub
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f51f6844f9
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[Bugfix][Spec Decode] Wire draft_probs into probabilistic draft_model rejection (#40269)
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2026-05-13 21:04:03 -04:00 |
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27702f6d08
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[Bugfix] Fix token loss in PP mode which causes degraded accuracy (#41133)
Signed-off-by: Jing Wang <jingwang96@qq.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-06 14:07:32 -04:00 |
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wi-adamandGitHub
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b53c507bc9
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[Bugfix] Skip PP sampled-token receive on last rank during async scheduling (#40749)
Signed-off-by: Adam Winstanley <adam@winstanley.industries>
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2026-05-06 05:31:14 +00:00 |
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wliao2andGitHub
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32e0c0bfa2
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refactor hard coded device string in test files under tests/v1 and tests/lora (#37566)
Signed-off-by: Liao, Wei <wei.liao@intel.com>
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2026-04-03 11:21:47 +08:00 |
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wang.yuqiandGitHub
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a9b4f07ba2
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[Frontend] Re-enable running MaxSim on GPU (#38620)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-04-03 00:03:13 +08:00 |
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3b1dbaad4e
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[HMA]Fix corner case when hybrid page_size can not be evenly divided issue (blk_size=64,tp=4) (#37467)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
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2026-03-30 16:47:30 +00:00 |
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1031c84c36
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Fix ambiguous num_blocks for hybrid attn mamba (#37236)
Signed-off-by: Collin McCarthy <cmccarthy@nvidia.com>
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
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2026-03-30 11:09:45 +00:00 |
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Nicolò LucchesiandGitHub
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cc06b4e86b
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[Mamba][Bugfix] Raise on insufficient cache blocks instead of silently capping cudagraph sizes (#38270)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2026-03-30 09:41:50 +00:00 |
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Wentao YeandGitHub
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995dea1354
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[Perf] Remove redundant device copies for CPU-only pooling token IDs, 48.9% E2E throughput improvement (#38139)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-03-29 18:12:50 +00:00 |
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d7e93e13fb
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[Feature] EPLB Support for GPU Model Runner v2 (#37488)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-03-25 08:16:39 -07:00 |
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Wentao YeandGitHub
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c59a132f96
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[V0 Deprecation] Refactor kv cache from list to element (#37487)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-03-23 20:10:11 -07:00 |
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Andreas KaratzasandGitHub
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66f927f205
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[Bugfix] Fix pooling non-determinism from pinned prompt_lens aliasing (#37775)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
|
2026-03-22 03:22:24 +00:00 |
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Francesco FuscoandGitHub
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298e510848
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[Hybrid] calling get_mamba_groups() once at MambaCopyBuffers.create() (#37318)
Signed-off-by: Francesco Fusco <ffu@zurich.ibm.com>
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2026-03-21 09:29:43 +00:00 |
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Kunshang JiandGitHub
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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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Wentao YeandGitHub
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c34ba6b961
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[Perf] Optimize compute maxsim using batched version, 3.2% E2E throughput improvement (#36710)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-03-12 08:37:01 +08:00 |
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Nicolò LucchesiandGitHub
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098d844731
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[NIXL][1/N] Refactor kernel_block_size detection (#35752)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2026-03-11 01:11:23 -07:00 |
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Wentao YeandGitHub
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7279374f91
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[Perf] Compute maxsim in worker side, reducing redundant copies, 2.7% E2E throughput improvement (#36159)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-03-09 20:55:58 -07:00 |
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00b814ba5a
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[V0 Deprecation] Remove unused swap_space parameter (#36216)
Signed-off-by: majiayu000 <1835304752@qq.com>
Co-authored-by: mcelrath
|
2026-03-07 22:09:55 +08:00 |
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d6e04f4c43
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[Bugfix] Cap FULL decode cudagraph sizes for Mamba/hybrid models (#34094) (#34571)
Signed-off-by: haosdent <haosdent@gmail.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-03-04 11:56:22 +01:00 |
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dea268336f
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[1/N] Elastic EP Milestone 2 (#34861)
Signed-off-by: Yongji Wu <wuyongji317@gmail.com>
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Ron Tourgeman <rtourgeman@nvidia.com>
Co-authored-by: Yongji Wu <wuyongji317@gmail.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Ron Tourgeman <rtourgeman@nvidia.com>
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2026-02-28 04:46:42 +00:00 |
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Huamin LiandGitHub
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157722da75
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[perf] Use pinned memory for async H2D transfer in do_mamba_copy_block (#35480)
Signed-off-by: Huamin Li <3ericli@gmail.com>
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2026-02-28 01:50:37 +08:00 |
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Nicolò LucchesiandGitHub
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cabdaa7619
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[Misc] Move GPUModelRunner.prepare_kernel_block_sizes to utils (#35400)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2026-02-27 11:42:51 +08:00 |
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Chen ZhangandGitHub
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8fae54faff
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[Linear Attention] fix bug for linear attention + prefix caching + reset_prefix_cache (#35157)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2026-02-24 22:00:19 -08:00 |
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Kyle SayersandGitHub
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f857a03f6b
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[QeRL] Layerwise Reloading (#32133)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2026-01-30 08:50:05 -07:00 |
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Matthew BonanniandGitHub
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a608b4c6c2
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[5/N][Attention] Finish eliminating vllm/attention folder (#32064)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-01-27 10:02:51 -05:00 |
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David Ramon PradosandGitHub
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3a63be0faa
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Support custom URI schemes and trace handlers for profiler (#32393)
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2026-01-22 09:45:40 -08:00 |
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Tomas RuizandGitHub
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4a5299c93f
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feat: spec decode with draft models (#24322)
Signed-off-by: Tomas Ruiz <tomas.ruiz.te@gmail.com>
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2026-01-19 16:05:46 -05:00 |
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Matthew BonanniandGitHub
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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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6cdf015c3c
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[Misc] Fix Current vLLM config is not set. warnings, assert to avoid issues in the future (#31747)
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>
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2026-01-08 15:20:49 -08:00 |
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wangxiyuanandGitHub
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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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Jialin OuyangandGitHub
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6e9dbcc50e
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[Fix] uniform decode batch check (#30747)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
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2025-12-17 19:58:43 +08:00 |
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e858bfe051
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[Cleanup] Refactor profiling env vars into a CLI config (#29912)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-12-09 13:29:33 -05:00 |
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Cyrus LeungandGitHub
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e83b7e379c
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Revert "[Renderer] Separate out RendererConfig from ModelConfig (#30145)" (#30199)
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2025-12-07 00:00:22 -08:00 |
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Cyrus LeungandGitHub
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27f4c2fd46
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[Renderer] Separate out RendererConfig from ModelConfig (#30145)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-12-06 23:15:42 -08:00 |
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66e674cdd5
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[Attention][UX][1/N] Add AttentionConfig and change attention env vars to CLI arguments (#26315)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2025-12-05 09:48:43 -08:00 |
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f2f4cea6cc
|
[CI/Build][AMD] Skip test on test_hybrid_attention_mamba_tensor_shapes on ROCm, requires FLASHINFER (#29995)
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
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2025-12-04 09:30:22 +00:00 |
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Harry MellorandGitHub
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951445a52d
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Remove default values from InitVars so that they're not stored (#29859)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-12-02 12:16:37 +00:00 |
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Matthew BonanniandGitHub
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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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Nicolò LucchesiandGitHub
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066209a045
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[Attention] Refactor FA block_size limitations to hybrid models only (#29084)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2025-11-22 06:38:44 -08:00 |
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Or OzeriandGitHub
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647464719b
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[KVConnector][Core] Support cross-layer KV blocks (#27743)
Signed-off-by: Or Ozeri <oro@il.ibm.com>
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2025-11-20 19:09:59 +01:00 |
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fcbcba6c70
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[Feat] Iteration-level profiling for Torch and CUDA profiler (#28987)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-11-19 19:17:48 -08:00 |
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2fd893b4ce
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[Feature] Prefill Context Parallel (PCP) basic support (#28718)
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Signed-off-by: FENP <yuanyongjie.yyj@antgroup.com>
Signed-off-by: LookAround <lixushi@huawei.com>
Signed-off-by: Jingchun Gao <gaojingchun1@huawei.com>
Signed-off-by: zhenwenqi2024 <zhenwenqi_2022@qq.com>
Co-authored-by: FENP <yuanyongjie.yyj@antgroup.com>
Co-authored-by: LookAround <lixushi@huawei.com>
Co-authored-by: Jingchun Gao <gaojingchun1@huawei.com>
Co-authored-by: zhenwenqi2024 <zhenwenqi_2022@qq.com>
Co-authored-by: Jingchun Gao <63247409+gjc0824@users.noreply.github.com>
|
2025-11-19 15:52:44 -05:00 |
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Nicolò LucchesiandGitHub
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96b23b8e3b
|
[Bugfix][Nixl] Fix kernel physical<>logical block_size issue (#28677)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2025-11-14 22:40:05 +08:00 |
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b30dfa03c5
|
[Attention] Refactor CUDA attention backend selection logic (#24794)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-11-11 07:40:44 -05:00 |
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2108a571d7
|
[DCP] Support dcp kv_cache interleave size > 1 (#26696)
Signed-off-by: zhangsicheng5 <zhangsicheng5@huawei.com>
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Signed-off-by: Qiu <qiuchunshuo@huawei.com>
Co-authored-by: QiuChunshuo <qiuchunshuo@huawei.com>
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2025-11-09 04:45:27 +09:00 |
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