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1053e248f0
|
[ROCm][Quantization][5/N] Refactor quark_moe w8a8-int8 w/ oracle (#46765)
Signed-off-by: amd-sourjya <amd-sourjya@users.noreply.github.com>
Co-authored-by: amd-sourjya <amd-sourjya@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-27 16:01:34 -05:00 |
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Wentao Ye
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b5bcb3ce88
|
[Refactor] Remove dead code in multiple files (#49745)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-07-27 15:58:26 -04:00 |
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ed13deb376
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[Bugfix][CPU] Fall back to torch for unaligned swigluoai on NEON/vec MoE (#49985)
Signed-off-by: oops-oom <73481342@qq.com>
Co-authored-by: oops-oom <73481342@qq.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-07-27 18:35:57 +00:00 |
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Harry MellorandClaude Opus 5
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99de48e98f
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Fix MLA padding and grouped topk routing in the Transformers modelling backend (#49982)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
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2026-07-27 18:32:32 +00:00 |
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Guan-Ming Chiu
|
ef9975d021
|
[Bugfix] Reject pipeline parallelism for DiffusionGemma (#45828)
Signed-off-by: Guan-Ming (Wesley) Chiu <105915352+guan404ming@users.noreply.github.com>
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2026-07-27 14:37:54 +00:00 |
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Roberto L. Castro
|
56c96b0d91
|
[Perf] Tune LL BF16 Router GEMM (#48774)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
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2026-07-27 10:25:37 -04:00 |
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Rui "Garry" Gao
|
dbccc5ae32
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[Model] Enable EVS for Qwen3.5 (#48912)
Signed-off-by: Rui "Garry" Gao <garrygaogg@gmail.com>
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2026-07-27 13:42:35 +00:00 |
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neweyes
|
96fa3f42c9
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[Perf] Skip ll_bf16 router GEMM warmup for non-MoE models (#49659)
Signed-off-by: neweyes <328719365@qq.com>
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2026-07-27 05:16:42 -07:00 |
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Harry Mellor
|
92e8518d37
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Improve Transformers modelling backend fx tracer (#49957)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-27 12:51:16 +01:00 |
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Andreas Karatzas
|
30fbd05537
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[ROCm] Use backend-default dot precision for ReplaySSM (#49909)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-27 18:11:06 +08:00 |
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Li, JiangandClaude Sonnet 5
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eb290ab673
|
[Bugfix][CPU] Zero-pad MoE intermediate size for grouped-gemm TP alignment (#49591)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
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2026-07-27 16:32:23 +08:00 |
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5d07e268b1
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[Quantization][INC]Add MXFP8 Linear Support (#47514)
Signed-off-by: Zhenzhong1 <zhenzhong.xu@intel.com>
Signed-off-by: Zhenzhong Xu <zhenzhong.xu@intel.com>
Co-authored-by: Yi Liu <yi4.liu@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-27 14:26:31 +08:00 |
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544cb724c8
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[CPU][Spec Decode] Optimize GDN conv path for speculative decoding (#48577)
Signed-off-by: Li, Tianmu <tianmu.li@intel.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-07-27 06:20:14 +00:00 |
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Fadi ArafehandLi, Jiang <jiang1.li@intel.com>
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c314af1abf
|
[CPU][Perf] INT8 Fused MoE Kernel for Arm CPUs (#48637)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
|
2026-07-27 05:53:09 +00:00 |
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Nick Hill
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74d3b799e1
|
[Bugfix] Fix mHC block-M prenorm GEMM cross-row reduction carry-over (#49429)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
|
2026-07-27 04:42:47 +00:00 |
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Schwinn Saereesitthipitak
|
b5b61c622c
|
[Core][Distributed] Add process-checkpoint lifecycle hooks for communicators (starting with Flashinfer) (#46877)
Signed-off-by: Schwinn Saereesitthipitak <schwinns@nvidia.com>
|
2026-07-26 14:47:50 -04:00 |
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Taneem Ibrahim
|
0da6e7f3d6
|
[Bugfix] Reject contradictory custom-op directives (#49134)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-07-26 08:42:14 -04:00 |
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Guan-Ming Chiu
|
21fd9e85a0
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[Model] Support top_k and top_p sampling for DiffusionGemma (#45429)
Signed-off-by: Guan-Ming (Wesley) Chiu <105915352+guan404ming@users.noreply.github.com>
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2026-07-26 08:39:25 +00:00 |
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REDandIsotr0py
|
30b0714031
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[Perf] DeepSeek-OCR-2 TTFT Optimize (#49531)
Signed-off-by: RED <outofthewoods@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
|
2026-07-26 05:53:06 +00:00 |
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Athrael Soju
|
1240c74c0a
|
[Bugfix] Respect declared attention contract for ColQwen3.5 retrievers (#49372)
Signed-off-by: Athrael Soju <athrael.soju@gmail.com>
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2026-07-26 04:08:07 +00:00 |
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Lena OnyshchenkoandKunshang Ji
|
0111002323
|
[Kernel] TD operand loads for batched MoE GEMM (moe_mmk) on XPU (#46340)
Signed-off-by: oonyshch <xonyshch@gmail.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-07-26 08:50:07 +08:00 |
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anthonsuandLinkun Chen
|
70009fb934
|
[MM][CG] Support ViT CUDA Graph for Gemma-4 (#46837)
Signed-off-by: Anthony Su <xsuanthony@gmail.com>
Co-authored-by: Linkun Chen <github@lkchen.net>
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2026-07-25 15:02:09 -05:00 |
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Harry MellorandClaude Opus 5
|
9321aff536
|
[Bugfix] Wait for the linear bias before layerwise online processing (#49805)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-07-25 17:56:32 +00:00 |
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Harry Mellor
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26d725c334
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[Model] Add VaultGemma via Transformers modeling backend (#49803)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-25 16:54:15 +00:00 |
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Wentao Ye
|
7fe6d3c76b
|
[Perf] Fix moe reduce_scatter perf regression by removing additional comm, 5% E2E throughput gain back. (#48763)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-07-25 16:36:19 +00:00 |
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Canlin Guo
|
33ef67e9fb
|
[BugFix] Increase the max supported duration for MOSS-TD (#49403)
Signed-off-by: Canlin Guo <canlinguosdu@gmail.com>
|
2026-07-25 14:48:12 +00:00 |
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b9b6306ebe
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feat[vLLM × v5]: Add audio support for the Transformers backend (#39330)
Signed-off-by: Harshal Janjani <harshaljanjani@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.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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2026-07-25 04:20:58 -07:00 |
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Harry MellorandAndreas Karatzas
|
ca0defa343
|
Make bare hugging_face imports forbidden (#49726)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-25 04:18:39 -07:00 |
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Harry MellorandClaude Opus 5
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dbcc1cdd0a
|
[Model] Remove Ouro (#49786)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-07-25 02:50:08 -07:00 |
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Johnny-Liou
|
190be7dad2
|
[Docs] Fix confusing docstring indentation in nemotron_h.py (#49781)
Signed-off-by: Johnny-Liou <a897111@gmail.com>
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2026-07-25 07:33:43 +00:00 |
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Woosuk Kwon
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213f681f81
|
Revert "[Perf][GLM-5.2] Blackwell decode optimizations" (#49768)
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2026-07-24 16:04:59 -07:00 |
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Harry Mellor
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84d26b9ee3
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[Model] Remove Plamo2 (#49729)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-24 13:54:24 -07:00 |
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Elvir CrnčevićandClaude Opus 4.6
|
972848f276
|
[Bugfix] Support non-uniform page sizes in KVBlockZeroer (#49704)
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
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2026-07-24 13:38:59 -07:00 |
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2279575cd9
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[AMD][Bugfix][EPLB] Fix elastic EP scaling accuracy on ROCm (#47206)
Signed-off-by: okorzh <okorzh@amd.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-24 13:35:27 -07:00 |
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Aarushi JainandAndreas Karatzas
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c064fa52b6
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Fix GLM-4.1V video placeholder token ID handling. (#49484)
Signed-off-by: aarushjain29 <Aarushi.Jain2@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-24 12:35:16 -07:00 |
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Andreas Karatzas
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7e51939e25
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[CI] Avoid unnecessary Hugging Face metadata requests (#49508)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
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2026-07-24 12:33:53 -07:00 |
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866fea2b99
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[Kernel] ReplaySSM: cache SSM inputs for faster Mamba2 standard decode (#48018)
Signed-off-by: Johnny-Liou <a897111@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-07-24 09:39:49 -07:00 |
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li-jinpengandxymli
|
163ecba377
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[Bugfix] Skip linear bias in layerwise reload to avoid corruption (#49586)
Signed-off-by: li-jinpeng <3332126450@qq.com>
Signed-off-by: xymli <xymli@tencent.com>
Co-authored-by: xymli <xymli@tencent.com>
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2026-07-24 16:53:48 +08:00 |
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dd72658e7d
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[Perf][GLM-5.2] Blackwell decode optimizations (#48597)
Signed-off-by: Peiyuan Zhou <peiyuanzhou1994@gmail.com>
Signed-off-by: zhou <zhou@zhoudeMacBook-Pro.local>
Signed-off-by: Stefan Koncarevic <stefan.koncarevic@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: zhou <zhou@zhoudeMacBook-Pro.local>
Co-authored-by: stefankoncarevic <Stefan.Koncarevic@amd.com>
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2026-07-23 21:36:27 -07:00 |
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Kyle SayersandClaude Sonnet 4.6
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7bdf8cc37c
|
[Bugfix] Fix humming kernel crash when layer.has_bias is None (#48769)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
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2026-07-23 20:07:45 -07:00 |
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c8db00b16c
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Fix GPTQ quantized Qwen3.5 MTP weight loading with spec decode (#48816)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: noobHappylife <64898326+noobHappylife@users.noreply.github.com>
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2026-07-23 06:59:48 -07:00 |
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Matej Sirovatka
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b07ec92faa
|
[Bugfix] Make shared NVFP4 MoE scales writable (#49489)
Signed-off-by: S1ro1 <matej.sirovatka@gmail.com>
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2026-07-22 19:17:53 -07:00 |
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Michael Goin
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917fdb5bf7
|
[Bugfix] Fix DeepGEMM warmup when using FlashInferFp8DeepGEMMDynamicBlockScaledKernel (#49467)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-07-22 16:28:49 -07:00 |
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Divakar Verma
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53c2f20dd9
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[ROCm][CI] skip moe weight padding for eplb (#49350)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
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2026-07-22 10:18:01 -05:00 |
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Lucas WilkinsonandOpenAI Codex
|
060b5f61dc
|
[Bugfix][Attention] Ignore empty MLA context chunks during merge (#49294)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-07-22 02:23:48 +00:00 |
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ec59c1579f
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[MoE Refactor] Migrate MoeWNA16Method quantization method over to using the new MK oracle scheme. (#44120)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-07-21 19:20:30 -07:00 |
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aoshen02andaoshen02
|
ba18929079
|
[Bugfix][SpecDecode] Scope MTP completeness checks outside bucketed updates (#49178)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
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2026-07-21 18:56:39 -07:00 |
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gnovack
|
85f638a2b8
|
skip cudagraph/DP padding in topk (#48979)
Signed-off-by: gnovack <novackgm@gmail.com>
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2026-07-21 15:20:30 -07:00 |
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Michael GoinandCodex
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a7d00ec051
|
[Bugfix] DFlash fc sized wrong when num_target_layers != num_hidden_layers (#48524)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-07-21 14:42:52 -07:00 |
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Aritra Roy GosthipatyandHarry Mellor
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33178f9006
|
Fix Qwen3-VL M-RoPE on the Transformers modeling backend (grids + compile) (#49292)
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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2026-07-21 18:28:39 +00:00 |
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