 Xun Sun
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e773247f8a
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[Fast Start] Wait for weight cache daemon readiness (#58370)
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2026-09-24 19:18:04 +00:00 |
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5b3f280a6d
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[Bugfix] Count unsplit Idefics3 image patches (#48760)
Signed-off-by: nightcityblade <nightcityblade@gmail.com>
Co-authored-by: nightcityblade <nightcityblade@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-09-24 11:36:26 -07:00 |
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Thomas OrtnerandHarry Mellor
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8b84e15066
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[transformer] RMSNorm matching for alternative rsqrt (#54461)
Signed-off-by: Thomas Ortner <boh@zurich.ibm.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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2026-09-24 16:33:06 +00:00 |
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Nick Hill
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09fe178dba
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Revert "[DSpark] Support pipeline-parallel targets in aggregated serving (#56956)" (#58484)
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2026-09-24 08:48:36 -07:00 |
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344fcc252a
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[Bugfix] Resolve the Hub revision once per repo (#56092)
Signed-off-by: Wauplin <lucainp@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-24 08:48:24 -07:00 |
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Harry MellorandClaude Opus 5.5
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d881812500
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[Chore] Use Transformers v5 names and drop redundant processor use_fast (#58550)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
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2026-09-24 14:14:10 +00:00 |
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Linze Shi
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484c211fe8
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[Bugfix][Pooling] Fix JinaVL label configuration and restore multimodal tests (#57347)
Signed-off-by: Linze-Shi <linzeshi0@gmail.com>
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2026-09-24 13:51:25 +00:00 |
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1291bdb85e
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[EPD][Model Loader] Skip language-model checkpoint shards for --mm-encoder-only (#58086)
Signed-off-by: grYe99 <guorongye99@gmail.com>
Co-authored-by: grYe99 <guorongye99@gmail.com>
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
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2026-09-24 00:41:15 -07:00 |
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67ddac3ea8
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[CPU][GDN] Support NIXL DS convolution-state layout (#53300)
Signed-off-by: Li, Tianmu <tianmu.li@intel.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-09-24 14:55:20 +08:00 |
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44bf011f44
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[Dependency] Upgrade FlashInfer version to 0.7.0 (#58069)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-09-23 22:45:23 -07:00 |
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8b06a343ec
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[Bugfix][CPU][MoE] Fix out-of-bounds write and segfault when router weights are fp32 (#56168)
Signed-off-by: Farzad Abdolhosseini <farzad@elastix.ai>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-09-24 13:15:17 +08:00 |
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Jhao-Ting Chen
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4fb767ff0a
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[Kernel] Resubmit PR 48666 - Gemma4 FP8 KV FA4 head dim 512 backend selection (#53175)
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
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2026-09-23 20:29:06 -07:00 |
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e6dc16cebd
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[PCP] Support prefill context parallelism with data parallelism (#57075)
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: QiuChunshuo <qiuchunshuo@huawei.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-23 22:32:36 -04:00 |
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Juntian LiuandClaude Opus 5.5
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9ef37771be
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[Bugfix][DSA] Bound DeepSelect sentinel columns in the sparse top-k remap (#58215)
Signed-off-by: Juntian Liu <Juntianl777@gmail.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
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2026-09-24 00:54:27 +00:00 |
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djramicandAndreas Karatzas
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5fcc6e7c73
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[ROCm][Bugfix] Fix TileLang mHC fused RMSNorm on 64-wide wavefronts (#58419)
Signed-off-by: Djordje Ramic <djoramic@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-09-23 23:03:45 +00:00 |
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b715699df4
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[ROCm][Perf] Extend QK-norm/RoPE/KV-cache fusion to MRoPE (#50212)
Signed-off-by: Vorapol Assavasangthong <Vorapol.Assavasangthong@amd.com>
Co-authored-by: Santosh Hiremath <Santosh.Hiremath@amd.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
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2026-09-23 11:11:57 -05:00 |
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fxmarty-amdandmgoin
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0549e8d0ab
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[Quark] Remove quark-specific silent online quantization (#51800)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-09-23 11:35:30 -04:00 |
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HDCharles
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9f07d023d0
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[Quantization] Enable humming wNaM asymmetric quant (zero_point) with compressed-tensors (#46528)
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2026-09-23 10:23:11 -04:00 |
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Shuolei Wang
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9ed81581a8
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[Perf][MoE] Skip top-k slots routed to non-local experts in TritonExp… (#58051)
Signed-off-by: Shuolei Wang <shuoleiwang123@gmail.com>
Signed-off-by: Shuolei Wang <948904026@qq.com>
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2026-09-23 21:03:21 +08:00 |
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157bcb7c48
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[DSpark] Support pipeline-parallel targets in aggregated serving (#56956)
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Co-authored-by: Kimi Code <noreply@moonshot.cn>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-09-23 04:52:28 -07:00 |
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aoshen02andYongye Zhu
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973a3be780
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[Refactor][Quantization] Make FP8 and MLA weight transforms reusable pure functions (#57732)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-09-23 01:16:20 -07:00 |
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9127170b88
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[Quantization] Select per-token NVFP4 MoE backends explicitly (#57176)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: S1ro1 <matej.sirovatka@gmail.com>
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-09-23 07:30:58 +00:00 |
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00CC
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eb2e91d3ba
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[ROCm][Perf] Use wvSplitK for single-output GEMMs (#53283)
Signed-off-by: tangzzycc <3081129260@qq.com>
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2026-09-23 06:38:17 +00:00 |
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Jee Jee Li
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de6674b002
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[MoE] Use GateLinear for all MoE models (#58234)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-09-23 05:40:13 +00:00 |
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88aa0d287d
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[Spec decode] Support variable-length decode for Kimi-K3 adaptive ver (#52988)
Signed-off-by: Albert Cheng <albecheng@nvidia.com>
Signed-off-by: Albert Cheng (Engrg-Hardware 1) <albecheng@login-bia01.bia.clusters.nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
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2026-09-22 20:43:32 -07:00 |
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Michał GanczarenkoandClaude
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73c59d365b
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[XPU] Wire up SYCL apply_rotary_emb kernel in ApplyRotaryEmb (#55721)
Signed-off-by: Michal Ganczarenko <michal.ganczarenko@intel.com>
Signed-off-by: Michał Ganczarenko <michal.ganczarenko@intel.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-09-22 20:43:24 -07:00 |
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Tianyu GuoandCyrus Leung
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3ee2906f47
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[EPD] Support metadata-only audio inputs (#57887)
Signed-off-by: Tianyu Guo <guoty@inferact.ai>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-09-23 09:03:50 +08:00 |
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d110c2f19c
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[ROCm] Use silu_and_mul_with_clamp's torch._C op (#52052)
Signed-off-by: Tres Popp <tres.popp@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-09-22 18:30:14 -05:00 |
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1c0eee919d
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[ROCm][Model][Bugfix] Enable GLM-5.2-MXFP4 on the deepseek_v32 path and fix sparse attention correctness (#51915)
Signed-off-by: Jack Hu <Jack.Hu@amd.com>
Signed-off-by: Jack Hu <jack.hu@amd.com>
Signed-off-by: Douglas Lehr <Doug.Lehr@amd.com>
Co-authored-by: James E T Smith <jamesETsmith@users.noreply.github.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Co-authored-by: Douglas Lehr <Doug.Lehr@amd.com>
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2026-09-22 18:08:51 -05:00 |
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Misha Goin
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25965ee583
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[Kernel] Remove AllSpark INT8 W8A16 GEMM backend (#58001)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-09-22 14:07:34 -07:00 |
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1b3b88ec2b
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[Core] structured generation mode for DiffusionGemma model (Jev-like) (#57250)
Signed-off-by: Matt Mastracci <matthew@mastracci.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Razorback16 <razorback16@protonmail.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Razorback16 <razorback16@protonmail.com>
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2026-09-22 20:51:17 +00:00 |
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Wentao Ye
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fae5cbfc8b
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[Refactor] Remove dead code multiple places (#58002)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-09-22 16:36:03 -04:00 |
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lucamotz
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276db94fb2
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[Bugfix][Model][Spec Decode] Defer disposable GLM MTP head (#55442)
Signed-off-by: Luca Motz <luca.motz@icloud.com>
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2026-09-22 20:08:27 +00:00 |
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Taneem Ibrahim
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bc162b3f92
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[MRV2] Release weight offloader on shutdown (#57834)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-09-22 15:01:20 -04:00 |
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Guanxin LiandFlora Feng
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f944491db9
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[Bugfix] batch_invariant: keep non-AllReduce collectives enabled on NCCL >= 2.31 (#58179)
Signed-off-by: Guanxin Li <38149783+guanxingithub@users.noreply.github.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
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2026-09-22 14:44:00 -04:00 |
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siyuandIsotr0py
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c024cfdb02
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[Fast Start] Support data parallelism in the weight cache daemon (#57386)
Signed-off-by: liusy58 <mg21330037@smail.nju.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-22 18:19:40 +00:00 |
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stefankoncarevicandAndreas Karatzas
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72675c4706
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[Bugfix][ROCm] Dispatch the QuantFP8 CUDA fallback on the class (#58136)
Signed-off-by: Stefan Koncarevic <Stefan.Koncarevic@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-09-22 17:49:11 +00:00 |
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Gilles TurpinandWentao Ye
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74370a0e30
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[Bugfix] hadacore_transform: respect inplace parameter to fix garbage outputs with QuIP transforms (#43462)
Signed-off-by: Gilles Turpin <turpingilles15@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-09-22 12:48:20 -04:00 |
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Tony LinandFlora Feng
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e4340e41c9
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[Feat][XPU] VLLM_BATCH_INVARIANT support for Dense/MoE models (#55881)
Signed-off-by: Tony Lin <tony.lin@intel.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
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2026-09-22 11:06:54 -04:00 |
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f92b78f6ef
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[Kernel][DSV4.1] Fuse MXFP8 wo_b GEMM with sequence-parallel reduce-scatter (#57428)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Signed-off-by: Canlin <canlinguosdu@gmail.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-09-22 01:07:17 -07:00 |
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yinfengLiuandShanshan Shen
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2af05512cf
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[Kernel] Add opt-in load-time MXFP4 dequantization (#50814)
Signed-off-by: Liuyinfeng01 <yinfeliu@amd.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
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2026-09-22 14:51:12 +08:00 |
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Mikko TukiainenandCursor
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68363d64ec
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[ROCm][Perf] Avoid extra reshape kernel in Qwen GDN output norm (#47842)
Signed-off-by: Mikko Tukiainen <Mikko.Tukiainen@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-09-22 14:38:16 +08:00 |
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Ting SUNandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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a33b3bac5d
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[Bugfix][Qwen2.5-VL] Honor video fps for temporal M-RoPE (#47736)
Signed-off-by: Ting Sun <suntcrick@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-22 05:56:12 +00:00 |
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siyuandIsotr0py
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c723a831a8
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[Fast Start] Cache the MTP draft model in a separate daemon group (#57312)
Signed-off-by: liusy58 <mg21330037@smail.nju.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-22 03:13:38 +00:00 |
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a369a7becc
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[Perf][Attention] Reduce GLM sparse MLA preparation overhead (#57458)
Signed-off-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
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2026-09-21 17:24:25 -07:00 |
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Garrett GoonandClaude Opus 5
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8bf051cd51
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[Bugfix][Kernel] Skip the fused silu-mul block-quant fast path when a swiglu clamp is set (#57984)
Signed-off-by: Garrett Goon <garrett@primeintellect.ai>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-21 22:38:38 +00:00 |
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382970ee6c
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[Kimi-K3][AMD] Return KDA and MLA projection outputs directly (#50592)
Signed-off-by: Liuyinfeng01 <yinfeliu@amd.com>
Co-authored-by: Liuyinfeng01 <199041580+LiuYinfeng01@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-09-21 15:44:41 -05:00 |
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Andreas KaratzasandOpenAI Codex
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12972ae40b
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[Bugfix][ROCm] Reject unsupported EP for monolithic AITER MXFP4 MoE (#57866)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-09-21 15:30:21 -05:00 |
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Andreas KaratzasandOpenAI Codex
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9179bcd416
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[Bugfix][MoE] Reject hash routing for unsupported monolithic backends (#57867)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-09-21 16:28:35 -04:00 |
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Mikko Tukiainenandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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17322375a2
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[ROCm][Perf] Route the fused shared-expert gate GEMM through the platform dispatcher (#54185)
Signed-off-by: Mikko Tukiainen <Mikko.Tukiainen@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-21 17:17:55 +00:00 |
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