 Woosuk Kwon
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65e655d295
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[GLM-5] Add DSV3.2/GLM5 to vllm/models/ (#46808)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-06-26 14:09:05 -07:00 |
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Hongxia YangandClaude Opus 4.8
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c2507fb293
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[ROCm] [MoE] [Perf] Shared-expert fusion for bias-routed MoE; enable on MiniMax-M3 mxfp8 model (#46545)
Signed-off-by: Hongxia Yang <hongxia.yang@amd.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
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2026-06-26 07:05:20 -07:00 |
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qli88andTJian
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8e394244a5
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[ROCm]Enable AITER MoE backend for MiniMax-M3-MXFP4 (#46419)
Signed-off-by: Qiang Li <qiang.li2@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-06-26 06:35:35 -07:00 |
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c63cd4906c
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[ROCm][ [Perf] sparse attention optimization on minimax-m3 (#46546)
Signed-off-by: Hongxia Yang <hongxia.yang@amd.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: yueliu14 <yue.liu4@amd.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2026-06-25 16:56:00 +08:00 |
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soaringk
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d7c1821b5a
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[Model][MiniMax-M3] Add pipeline parallelism support (#45810)
Signed-off-by: soaringk <k3vin.zhang@gmail.com>
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2026-06-24 08:23:03 +00:00 |
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Woosuk Kwonandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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0a3e2dbc09
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[Optimization] Skip DP padding tokens in MoE (#46428)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-23 14:54:46 -07:00 |
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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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44d95069e9
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Enable DeepSeek V4 and GLM-5.1 on SM120 (#43477)
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-06-22 11:54:14 -07:00 |
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Martin Hickey
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ccd49f6821
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[MyPy] Fix mypy for vllm/lora (#41722)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
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2026-06-22 10:57:09 -04:00 |
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Tuukka Sarvi
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89accad2cc
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[ROCm][DSV4] Disable TileLang MHC dispatch on gfx942 (#45931)
Signed-off-by: Tuukka Sarvi <tuukka.sarvi@amd.com>
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2026-06-22 09:26:54 +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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Jeff (Junze) Maandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2a6c6b9429
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[DeepSeek-V4] Support TEP=16 for the block-FP8 shared expert (#46001)
Signed-off-by: Jeff Ma <jeffjma@umich.edu>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-18 20:10:12 -07:00 |
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Jee Jee Li
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22cc891108
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[Kernel] Add PDL support for DeepGEMM kernel (#46006)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-06-18 20:49:01 +08:00 |
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afdcbd5d39
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[ROCm][DSv4] Functional fixes for DeepSeek V4 on MI300X/MI325X (#45681)
Signed-off-by: ganyi <ygan@amd.com>
Signed-off-by: Markus Hartikainen <markus.hartikainen@amd.com>
Signed-off-by: Tuukka Sarvi <tuukka.sarvi@amd.com>
Co-authored-by: ganyi <ygan@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Markus Hartikainen <markus.hartikainen@amd.com>
Co-authored-by: Jin Tao <jintao12@amd.com>
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2026-06-18 12:21:14 +00:00 |
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Micah Williamson
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e945169207
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Revert "[Kernel] Add PDL support for DeepGEMM kernel" (#45999)
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2026-06-17 22:59:48 -07:00 |
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Jee Jee Li
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4403af8fb5
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[Kernel] Add PDL support for DeepGEMM kernel (#42996)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-06-17 20:37:17 -07:00 |
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Woosuk KwonandClaude Opus 4.8
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1797576237
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Revert "[DSV4 Perf] Optimize dsv4 cudagraph by reducing eager_break_during_capture" (#45309) (#45972)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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2026-06-17 17:20:59 -07:00 |
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qli88
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d112eb1ac7
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[feature] MiniMax-M3-MXFP4 support added (#45896)
Signed-off-by: Qiang Li <qiang.li2@amd.com>
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2026-06-17 18:50:48 +00:00 |
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Wentao Ye
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2a47a9ff0f
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[DSV4 Perf] Optimize dsv4 cudagraph by reducing eager_break_during_capture, 26.8% ~ 27.9% E2E TTFT improvement (#45309)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-06-17 09:34:53 -07:00 |
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Wentao Ye
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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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Thien TranandYongye Zhu
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4c62663315
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[M3] Enable FP8 sparse GQA (#45744)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-06-16 21:38:03 -07:00 |
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Thien Tranandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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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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Woosuk Kwon
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f4359a70f9
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[DSV4][Minor] Fix supported KV cache dtypes (#44892)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-06-16 00:14:51 +00:00 |
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Wentao Ye
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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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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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Ma Jianandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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04cec9e4d8
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[XPU][DeepSeek-V4] Fix MTP: sync with upstream fixes #44821 and #43746 (#45240)
Signed-off-by: Ma Jian <jian1.ma@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-12 15:41:36 +08:00 |
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Yufeng He
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4673ca1d78
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fix: prefix DeepSeek V4 MTP projections (#44821)
Signed-off-by: Yufeng He <40085740+he-yufeng@users.noreply.github.com>
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2026-06-10 08:47:04 -07:00 |
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bnellnm
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f4966f8b3d
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[Bugfix] Fix weight loading issues caused by #41184 (#45054)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-06-10 01:20:13 -04:00 |
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Wentao Ye
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d7607ad273
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[Bug] Fix deepseek v4 OOM issue (#44914)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-06-09 15:47:06 -07:00 |
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Ma Jian
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70db1488c5
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[DSV4][XPU] Add MHC fused_post_pre support (#44144)
Signed-off-by: Ma Jian <jian1.ma@intel.com>
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2026-06-09 17:23:17 +08:00 |
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Tyler Michael SmithandClaude Opus 4.6
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e2f993dc41
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[WideEP] Integrate DeepEP v2 (#41183)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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2026-06-08 18:07:29 -07:00 |
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Mohammad Miadh Angkad
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823a0ab754
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[Bugfix][MoE] Fix fused MoE expert mapping helper call sites (#44897)
Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>
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2026-06-08 13:35:04 -07:00 |
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bnellnm
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dc68bd8c41
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[MoE Refactor] FusedMoE/MoERunner inversion refactor (#41184)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-06-08 10:42:58 -04:00 |
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Ma Jian
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eebce65756
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[XPU]feat: add DeepSeek-V4 XPU attention decode path (#42953)
Signed-off-by: Ma Jian <jian1.ma@intel.com>
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2026-06-08 13:27:12 +08:00 |
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Woosuk Kwon
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2a983c79ac
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[DSV4] Decouple DS V4 Sparse MLA Metadata from DS V3.2 (#44699)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-06-06 20:37:56 -04:00 |
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Woosuk Kwon
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02d2da0748
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[DSV4] Move more ops out of eager breakpoint (#44561)
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2026-06-05 06:42:41 -07:00 |
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Woosuk Kwon
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4efd6ffde0
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[DSV4] Refactor DeepseekV4Attention (#44569)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-06-04 20:23:07 -07:00 |
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Yongye Zhu
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b5235fca2e
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[DSv4] Adding TRTLLM gen attention kernel (#43827)
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2026-06-04 07:35:09 -07:00 |
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Jie FangandYongye Zhu
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f0cd590d62
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optimize the compressor 128 split cutedsl kernel (#44230)
Signed-off-by: Jie Fang <jief@nvidia.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-06-03 20:22:57 -07:00 |
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Willow Lopez
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597bc15936
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fix: resolve CUTLASS fmin compatibility for DeepSeek-V4 init (#44236)
Signed-off-by: Willow Lopez <100782273+Oxygen56@users.noreply.github.com>
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2026-06-03 01:07:10 -04:00 |
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Wei Zhao
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969aec4bc8
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[Bugfix] Fix Deepseek v4 non-mega-moe model init error (#44356)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
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2026-06-02 18:26:30 -07:00 |
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Woosuk Kwon
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b254e0456c
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[DSV4] Minor cleanup for DeepseekV4MegaMoEExperts (#44367)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-06-02 17:54:27 -07:00 |
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Wei ZhaoandWei Zhao
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2427094152
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[Feature] Support EPLB for DeepSeek v4 Mega Moe (#43339)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Wei Zhao (Engrg-Hardware 1) <weizha@login-lyris01.lyris.clusters.nvidia.com>
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2026-06-02 10:56:44 -07:00 |
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Woosuk Kwon
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517e74a964
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[DSV4] Refactor RoPE initialization (#44262)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-06-02 01:26:58 +00:00 |
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Woosuk Kwon
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8c3cc98cff
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[DSV4] Remove unncessary classes & functions (#44246)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-06-01 14:43:00 -07:00 |
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Yongye Zhu
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035733515f
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[Kernel][DSv4] Optimize sparse FP8 compressor kernels (#44161)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-06-02 00:18:32 +08:00 |
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Woosuk Kwon
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7bd45da585
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[DSv4] Move mHC tilelang kernels & Don't use CustomOP in dsv4/nvidia (#43905)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-05-29 10:25:02 +08:00 |
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Woosuk Kwon
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69b8956dcd
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[Model Refactoring] Remove unncessary torch op registration for DSv4 (#43891)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-05-28 14:04:55 -07:00 |
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Woosuk Kwon
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9957e4d240
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[Model Refactoring] Remove torch compile dependency in DSv4 (#43746)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-05-28 14:26:25 +00:00 |
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