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752bd10647
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[ROCm][CI] Fix sparse MLA metadata sync fixture (#49128)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-07-19 23:02:03 -05:00 |
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Thien TranandGitHub
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fe784ff22e
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[M3] Improve indexer for long-context decode (sm100) (#48582)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-07-16 18:12:15 -07:00 |
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b8168e33e0
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[ROCm][Perf][DSV4] Enable split sparse decode on gfx942 (#46275)
Signed-off-by: Tuukka Sarvi <tuukka.sarvi@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-16 12:28:20 +00:00 |
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95aab66e95
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[ROCm][MiniMax-M3][Spec Decode] Support speculative decode with AITER sparse PA (#47984)
Signed-off-by: Tan Pin Siang <tanpinsiang@gmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Hongxia Yang <hongxia.yang@amd.com>
Co-authored-by: Jun Kang Chow <junkangchow@gmail.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-07-14 04:12:53 +00:00 |
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7fc97042c3
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Add DCP + Eagle support for Tokenspeed MLA backends (#48180)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
Signed-off-by: Jingyi Yang <girasoleyang@gmail.com>
Co-authored-by: Jingyi Yang <girasoleyang@gmail.com>
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2026-07-13 11:46:02 -07:00 |
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ee5a89f4d7
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[ROCm][MiniMax-M3] Add AITER sparse paged attention (#47287)
Signed-off-by: Tan Pin Siang <tanpinsiang@gmail.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Hongxia Yang <hongxia.yang@amd.com>
Co-authored-by: Jun Kang Chow <junkangchow@gmail.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2026-07-12 19:27:29 -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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Wentao YeandGitHub
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e257faf87d
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[Refactor] Remove unused rocm kernel combine_topk_swa_indices_ragged (#48158)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-07-10 09:33:07 -04:00 |
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ZihaoMuandGitHub
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bbb0f945ff
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[ROCm] Synchronize sparse MLA metadata before graph replay (#47404)
Signed-off-by: zihaomu <zmu@amd.com>
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2026-07-09 14:59:56 -05:00 |
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95d6d6f4bb
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[Bugfix] Use int8 workspace for FlashInfer MLA decode (#48046)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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2026-07-08 23:39:40 +00:00 |
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9021589498
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[Minimax-M3] Using tok_sparse_select from MSA instead of triton kernels (#47502)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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2026-07-07 21:01:12 -07:00 |
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cbb5f045be
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[ROCm][CI] Refresh ROCm base images when docker rocm_base changes (#46904)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: Codex <codex@example.invalid>
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: Rohan138 <rohanpotdar138@gmail.com>
Co-authored-by: Codex <codex@example.invalid>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com>
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2026-07-07 03:10:50 -07:00 |
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Carl PerssonandGitHub
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4a6bf3c77f
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[ROCm][CI] Fix Kernels and Kernels attention test failures (#47519)
Signed-off-by: Carl Persson <carl.persson@amd.com>
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2026-07-04 15:59:51 -05:00 |
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d29125c085
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Xqa decode kernels (#43232)
Signed-off-by: Dan Blanaru <48605845+DanBlanaru@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-07-02 12:32:05 -07:00 |
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Michael GoinandGitHub
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d715b3aa1e
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Delete PagedAttention (#47361)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-07-02 12:31:26 -07:00 |
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aab7af0bcb
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[Bugfix][ROCm][MLA] Pass q/kv dtypes to get_mla_metadata_v1 in FP8 decode (#46997)
Signed-off-by: pei.zhang <pei.zhang@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-06-30 05:31:16 -07:00 |
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d980a3cc6e
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[ROCm] Fix AITER_UNIFIED_ATTN Dispatching After AITER Bump (#46780)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Co-authored-by: Rohan138 <rohanpotdar138@gmail.com>
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2026-06-26 02:09:56 -07:00 |
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49f2104c53
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[Feature] Support DCP with FP8 KV cache in MLA decode path (#44044)
Signed-off-by: shivampr <shivampr.dev@gmail.com>
Signed-off-by: Shivam <shivamprasad91@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-24 19:28:17 +00:00 |
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b3a688cb9e
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[ROCm] Fix OOB During Model Warmup With ROCM_ATTN and MRV2 (#46548)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com>
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2026-06-24 10:53:21 -05:00 |
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6691f087a6
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[Minimax-M3] BF16/FP8 Indexer using MSA (#45892)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-06-23 10:28:49 -07:00 |
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Yifan QiaoandGitHub
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aa4990a9a2
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[Attention] Re-enable cross-layer KV cache layout for MLA via stride-aware kernels (#45111)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
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2026-06-22 06:57:02 -07:00 |
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db32b53e30
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[SpecDecode] Support DFlash with FlashInfer (#43081)
Signed-off-by: gss <2783977641@qq.com>
Co-authored-by: gss <2783977641@qq.com>
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2026-06-22 04:55:30 +00:00 |
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MattandGitHub
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4f0d0049a0
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[Hardware][AMD][CI] Fix Kernels Attention test groups (#46080)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
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2026-06-21 17:10:51 -05:00 |
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HumphreyandGitHub
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4583630b56
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[Bugfix][Kernel] Check output alignment in vectorize_with_alignment (fixes misaligned-address crash for non-multiple-of-8 head sizes) (#45466)
Signed-off-by: HumphreySun98 <humphreysun98@gmail.com>
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2026-06-18 16:58:22 +00:00 |
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Wentao YeandGitHub
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0a7bacdcac
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[DSv4 Perf] DSv4 flashinfer sparse index cache for metadata, 2%~4% TTFT improvement (#45863)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-06-17 10:55:48 -04:00 |
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5bdc01bcc3
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[M3] Tune Triton indexer score decode for spec-decode (#45743)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-16 21:07:34 -07:00 |
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efd15e192a
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[Bugfix][ROCm] Fix MiniMax-M3 FP8 KV cache dtype (#45720)
Signed-off-by: Cam Quilici <cjquilici@gmail.com>
Signed-off-by: Cameron Quilici <cjquilici@gmail.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-06-17 03:14:45 +00:00 |
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Li, JiangandGitHub
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a7fdfeef72
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[CPU] Support Gemma Diffusion (#45690)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2026-06-16 14:39:56 +08:00 |
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Wentao YeandGitHub
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e18fe932ca
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[Perf] Optimize DSv4 prefill chunk planning, 4.0% E2E Throughput Improvement (#45061)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-06-15 19:50:21 +00:00 |
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+1
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0a1c5034f5
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[Model] Add MiniMax M3 support (#45381)
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: functionstackx <47992694+functionstackx@users.noreply.github.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: functionstackx <47992694+functionstackx@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-06-16 01:01:25 +08:00 |
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Li, JiangandGitHub
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8760f972ca
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[CPU] Refine CPU attention frontend (#45391)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2026-06-14 19:26:54 -07:00 |
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badddd254f
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[ROCm][DSV4][Perf] Fuse inverse-RoPE and cache bf16 wo_a in o-projection (#45103)
Signed-off-by: Fangzhou Ai <fangzhouai@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
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2026-06-12 15:57:09 -05:00 |
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+1
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eb28452b10
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[Model] Add DiffusionGemma Support (#45163)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Martin Kukla <martin.kukla@cantab.net>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Dipika Sikka <dsikka@redhat.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Alec Kohlhoff <134344302+aleckohlhoff@users.noreply.github.com>
Co-authored-by: Porras Huang <20535584+porrashuang@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: scoootscooob <167050519+scoootscooob@users.noreply.github.com>
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2026-06-11 22:17:35 -07:00 |
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fcf5115c45
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[ROCm][DSv4][Perf] Flash-decode split-K decode attention kernel (#44899)
Co-authored-by: vLLM Contributor <contributor@vllm.ai>
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2026-06-12 03:17:52 +00:00 |
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Wentao YeandGitHub
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5a6c7b7ab5
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[Bug] Fix test flashmla for DSv4 (#45052)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-06-11 16:22:26 -04:00 |
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Jiangyun ZhuandGitHub
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f81daf8880
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[Attention] add triton diff-kv backend for mimo (#41797)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-06-11 11:36:31 -04:00 |
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82d6b59f04
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[CI/Build] Skip test_use_trtllm_attention on non-CUDA platforms (#44687)
Signed-off-by: Dan Blanaru <48605845+DanBlanaru@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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2026-06-10 18:18:42 -04:00 |
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Agata DobrzyniewiczandGitHub
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a947f7a420
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[Kernel][Test] Extend lightning_attn and awq_triton kernel tests to XPU (#43307)
Signed-off-by: Dobrzyniewicz, Agata <agata.dobrzyniewicz@intel.com>
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2026-06-04 14:25:59 -04:00 |
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06f94633e7
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[ROCm][CI] Add test for Aiter unified attn kernel (#44436)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-06-04 16:15:05 +00:00 |
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Li, JiangandGitHub
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823d271c0d
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[Attention][CPU] Standardize kv layout to blocks first (#44393)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2026-06-03 19:03:09 +08:00 |
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Yongye ZhuandGitHub
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843715739b
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[Refactor] Extract DeepSeek V4 sparse MLA impl into model folder (#43149)
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2026-05-22 10:06:31 -07:00 |
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Dom BrownandGitHub
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d247a931cc
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[feat] Add FP8 per-tensor Q scale support to Triton attention backend (#42080)
Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
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2026-05-19 09:02:05 -07:00 |
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b2c58ee942
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[FlashAttn] Fix supports_kv_cache_dtype() accepting unhandled fp8 kv-cache dtype variants (#42685)
Signed-off-by: Lanze Liu <lanzetech@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-05-15 15:34:59 -04:00 |
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f351455f0f
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[CPU][RISC-V] Add RVV-optimized attention kernels for RISC-V Vector Extension (#40119)
Signed-off-by: liuyudong <liuyudong@iscas.ac.cn>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-05-15 12:08:23 +08:00 |
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3c413a5481
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Triton attention: add USE_TD constexpr for tensor descriptor Q/K/V load/store (#40327)
Signed-off-by: Artur Fierka <artur.fierka@intel.com>
Co-authored-by: quinnlp <quinnlp@users.noreply.github.com>
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2026-05-13 13:57:41 +02:00 |
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Hexiang WangandGitHub
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7863fff6e5
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[ROCm][DSv4] implement flash sparse mla with triton kernels (#41812)
Signed-off-by: whx-sjtu <xiaowang990929@gmail.com>
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2026-05-11 09:27:11 -07:00 |
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sychen52andGitHub
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947138b6c2
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Add nvfp4 kv cache support (#40177)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
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2026-05-01 04:55:16 +00:00 |
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22524f7a92
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[Feat] CPU fp8 attn for AMX/AVX-512 (#39445)
Signed-off-by: Li, Tianmu <tianmu.li@intel.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-04-29 20:43:21 +08:00 |
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Matthew BonanniandGitHub
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fd74c90d9c
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[Attention][Spec Decode] Allow independent drafter attention backend selection (#39930)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-04-27 19:38:09 -07:00 |
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+8
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4d51588e23
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[Feat] DeepSeek V4 Rebased (#40860)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: qizixi <zixi@inferact.ai>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Simon Mo <simon@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Zhewen Li <jerven.vllm@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: khluu <khluu000@gmail.com>
Co-authored-by: qizixi <zixi@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
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2026-04-26 18:31:08 -07:00 |
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