 Rebecca LeeandCursor
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6ca2b23e22
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[ROCm] Expose kFp8DynamicTokenSym on AITER PTPC linears (#54248)
Signed-off-by: Rebecca Lee <rebecca.lee@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-09-16 11:48:30 -05:00 |
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Harry MellorandClaude Opus 5
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8c1557a79c
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Add pydocstyle to the ruff rules (#52136)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <hej.mellor@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-16 16:44:29 +00:00 |
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e97ff80613
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[BugFix][PCP] Handle missing DP metadata in one-sided EP (#54016)
Signed-off-by: LopezCastroRoberto <robertol.c510@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-16 10:24:59 -04:00 |
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linitra24andJee Jee Li
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c81eb3e69c
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[LoRA] Support modules_to_save for sequence classification (#53555)
Signed-off-by: linitra24 <Joy25810@foxmail.com>
Signed-off-by: linitra24 <renshuang.zhou@daocloud.io>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-09-16 07:15:42 -07:00 |
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975dca5bb5
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[Perf][GDN] Scatter mixed speculative outputs into the caller buffer (#57140)
Signed-off-by: Arpan Tripathi <tripathiarpan20@gmail.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Xavier Lyu <9938360+xavierlyu@users.noreply.github.com>
Co-authored-by: Bohdan Podziubanchuk <114604629+Danbog32@users.noreply.github.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-16 13:03:57 +00:00 |
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Adababyandshaolila
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ceb87de065
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[Misc] Remove no-op self-assignments across vLLM (#55988)
Signed-off-by: shaolila <shaolila@buaa.edu.cn>
Co-authored-by: shaolila <shaolila@buaa.edu.cn>
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2026-09-16 02:17:07 -07:00 |
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Jiangyun ZhuandTJian
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4fe9e6f6e5
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[Refactor][GLM-5.3-Flash] Move sparse_attn_indexer_kpool into the model folder and split AMD/NVIDIA (#55358)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-09-16 05:50:35 +00:00 |
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a4d2d9d95e
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[ROCm][Kimi-K3] Enable a4w4 flydsl kernels for KimiK3 (#53940)
Signed-off-by: ppalanga <ppalanga@amd.com>
Signed-off-by: Poovaiah Palangappa <poovaiah.palangappa@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Poovaiah Palangappa <poovaiah.palangappa@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
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2026-09-16 01:38:02 +00:00 |
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Jared WenandClaude Fable 5.1
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1257512305
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[DSA] Wire DeepGEMM sparse MQA logits into the DeepSeek V4.1 indexer (#56254)
Signed-off-by: Jared Wen <w13431838023@gmail.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
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2026-09-15 14:07:14 -07:00 |
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Nick Hill
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f2aad6aa70
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[MRV2] Buffer util simplifications (#56888)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-09-15 20:36:51 +00:00 |
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Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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18f8aa0465
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[Refactor] Remove dead kernel code (#56845)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-15 13:17:53 -07:00 |
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4bac767695
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[Perf][Nemotron] Skip redundant latent-MoE all-reduce at TP>1 (~13% decode win) (#52301)
Signed-off-by: Junhao Shen <junshen@nvidia.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-15 07:33:51 -07:00 |
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aoshen02
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eb61707851
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[Bugfix] Fix stale HPC QK-norm weights after weight refit (#56706)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
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2026-09-14 21:34:41 -07:00 |
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9d14fd3095
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[Kernel][MoE] DeepEP v2: async finalize to overlap shared experts with combine (#52781)
Signed-off-by: Mario <404mario@users.noreply.github.com>
Co-authored-by: Mario <404mario@users.noreply.github.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
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2026-09-15 00:04:22 -04:00 |
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Fangzhou AiandCursor
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00972dfd72
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[ROCm][DSV4.1][Perf] Fold the mHC post step into the delayed pre projection (#56513)
Signed-off-by: Fangzhou Ai <fangzhou@semianalysis.ai>
Signed-off-by: Fangzhou Ai <fangzhou.ai@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-09-14 16:44:56 -05:00 |
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03dc26e639
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[Perf][Kernel][Quantization] Fuse ReLU2 with static FP8 activation quantization (#53793)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: snordmann <snordmann@nvidia.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-14 10:26:15 -07:00 |
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Ronald
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e0c04c7b4d
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[Bugfix][Models] Fix OpenPangu sleep mode with static sinks (#53696)
Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
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2026-09-14 21:05:47 +08:00 |
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238cb2b191
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[Perf][GLM-5.3-Flash] Dense/masked-MHA sparse prefill for the NoPE (256, 0, 256) layout + skip the NoPE K concat (#55738)
Signed-off-by: Jared Wen <jaredwen@inferact.ai>
Signed-off-by: Jared Wen <w13431838023@gmail.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-14 09:36:39 +00:00 |
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Li, Jiang
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79f0be21ff
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[Bugfix][CPU] Fix DeepSeek-R1 (FP8 MLA + MoE) correctness on CPU backend (#56773)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2026-09-14 17:30:28 +08:00 |
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78e84261ab
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[Performance] Add Triton kernel for Gemma3n sparse GELU (#48498)
Signed-off-by: BWAAEEEK <jooho414@gmail.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-09-14 07:42:15 +00:00 |
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Bugen Zhao
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cf1584f373
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[Refactor] Normalize DeepSeek V4.1 model package naming (#56741)
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
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2026-09-13 23:17:50 -07:00 |
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b7e0cdac5d
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[Bugfix] Detect unloaded NVFP4 weight scales with a NaN sentinel (#52501)
Signed-off-by: pavelzak <pavel.zakharov@gmail.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-13 14:58:09 +00:00 |
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fa008bdccf
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[Perf][Kernel] Integrate DeepSelect TopK for the DSA sparse indexer (#56464)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Kimi Code <noreply@moonshot.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-09-13 00:44:37 -07:00 |
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aed894c190
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[6/N][warmup][DSv4] Migrate sampling, and DFlash JIT kernels (#56323)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-12 17:24:24 -07:00 |
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ebe1dec2da
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[PCP][DCP] Enable PCP+DCP on sparse-MLA models (#56157)
Signed-off-by: patryk.saffer <patryk.saffer@blc-login-1.blc1.mistralcompute.ai>
Signed-off-by: patryk.saffer <patryk.saffer@blc-login-0.blc1.mistralcompute.ai>
Signed-off-by: PatrykSaffer <patryk.saffer@mistral.ai>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: patryk.saffer <patryk.saffer@blc-login-1.blc1.mistralcompute.ai>
Co-authored-by: patryk.saffer <patryk.saffer@blc-login-0.blc1.mistralcompute.ai>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Patryk Saffer <PatrykSaffer@users.noreply.github.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
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2026-09-12 23:24:44 +00:00 |
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Itay Alroy
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658c8131c7
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[Elastic EP] Reuse CUDA graphs across reconfiguration (#54985)
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2026-09-12 10:26:39 -04:00 |
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JartX
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986e2f870a
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[Refactor][ROCm] Migrate the RDNA3 W4A16 MoE to the oracle/experts pa… (#55522)
Signed-off-by: JartX <sagformas@epdcenter.es>
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2026-09-12 21:20:26 +08:00 |
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d43bb2f37f
|
[3/N] HiSparse: host-resident sparse-MLA decode hot-buffering (#53781)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Matthew Bonanni <matthew@neuralmagic.com>
Signed-off-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2026-09-12 00:36:47 -04:00 |
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Fangzhou AiandFangzhou Ai
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46d2b23ac5
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[ROCm][DSV4.1][Perf] Use AITER mHC for the delayed pre block (#56503)
Signed-off-by: Fangzhou Ai <fangzhou@semianalysis.ai>
Co-authored-by: Fangzhou Ai <fangzhou@semianalysis.ai>
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2026-09-12 00:35:48 +00:00 |
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Andy Lo
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dc07f1638f
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[Bugfix][MLA] Read sparse model settings from text config (#56160)
Signed-off-by: Andy Lo <andy@mistral.ai>
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2026-09-11 18:02:13 +00:00 |
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6fe67cbbf3
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[Spec][V2] Support MTP speculative decoding under pipeline parallelism (#46994)
Signed-off-by: Chris Eastwood <chris.eastwood@pwn4g3.dev>
Signed-off-by: Nick Hill <nickhill123@gmail.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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2026-09-11 17:55:21 +00:00 |
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Shanshan Shen
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127143e27f
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Revert "[Rocm][Kimi-k3] Fix pipeline_parallel support for the kimik3 DCP mode (#53664)" (#56429)
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
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2026-09-11 09:17:26 -07:00 |
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Wentao Ye
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5fe77aecfc
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[Deprecation] Deprecate items scheduled for 0.29 (#55353)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-09-11 08:17:02 -07:00 |
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Harry MellorandClaude Opus 5
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c191787a68
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[Bugfix] Align vLLM YaRN with Transformers and stop re-scaling max_model_len (#56446)
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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2026-09-11 13:01:38 +00:00 |
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Matt
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b4da4d17ae
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[ROCm][Bugfix] Fix AITER preshuffled FP8 block-scale kernel (#56433)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
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2026-09-11 11:44:57 +00:00 |
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e77daef89e
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[Model] Support DeepSeek-V4.1-Flash (#56214)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: andyluo7 <andy.luo@amd.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-11 02:11:19 -07:00 |
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Kevin H. LuuandOpenAI Codex
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1cf6555214
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[Bugfix] Pin EPLB and MLA host-to-device transfer buffers (#56138)
Signed-off-by: khluu <khluu000@gmail.com>
Signed-off-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-09-11 01:57:47 -07:00 |
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980c16c8e4
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[PCP][Spec Decode] Adds PCP support for single-module MTP and replicated DSpark. (#56107)
Signed-off-by: Summer Yang <girasoleyang@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-09-10 22:07:53 -07:00 |
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Marceli FylcekandClaude Opus 5
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5b6cf93e8e
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[XPU] Add forward_xpu to Mixer2RMSNormGated and FusedRMSNormGated (#54968)
Signed-off-by: Marceli Fylcek <marceli.fylcek@intel.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
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2026-09-11 07:58:28 +08:00 |
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MattandClaude Opus 5
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9163190dda
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[ROCm][Bugfix][Perf] Tune multi-stream shared experts use; wvSplitKrc fixes (#56098)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-10 15:14:22 -07:00 |
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Micah Williamson
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7de70fa7ae
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[Bugfix][ROCm] Create linear layer biases with requires_grad=False (#56161)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
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2026-09-10 13:54:52 -05:00 |
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Itay AlroyandTyler Michael Smith
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bdea2777ea
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[Bugfix][MoE] Fix batched CUTLASS workspace overallocation (#55579)
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2026-09-10 15:33:56 +00:00 |
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siyuandIsotr0py
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73fb19151f
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[Fast Start] Support fp4 (#55465)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-10 13:22:17 +00:00 |
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9b959b8657
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[Model] DeepSeek-V4.1-Flash Model Definitions (#56228)
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Kimi Code <noreply@moonshot.cn>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-10 20:16:26 +08:00 |
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Jakub ByczkowskiandCopilot
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c9355e25e8
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[XPU][Bugfix] Add forward_xpu to Ernie4_5_VLRotaryEmbedding (#55942)
Signed-off-by: Jakub Byczkowski <jakub.byczkowski@intel.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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2026-09-10 17:48:00 +08:00 |
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fe26c705f7
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[Model] Add Bailing V3 VL support (#55921)
Signed-off-by: zexplorerhj <zhjoneson@163.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-10 02:46:56 -07:00 |
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Jared WenandClaude Fable 5.1
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1768273c13
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[Perf][GLM-5.3-Flash] Decode hot-path cleanups: strided KDA recurrent inputs, NoPE MQA query without concat, no duplicate router GEMM (#55736)
Signed-off-by: Jared Wen <jaredwen@inferact.ai>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
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2026-09-10 16:28:33 +08:00 |
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Li, Jiang
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c3ccc0e957
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[Model] Add DeepSeek-V4 CPU backend (#55355)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2026-09-10 14:14:48 +08:00 |
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Wei ZhaoandOpenAI Codex
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8c87c333b8
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[Perf] Fix TRTLLM ragged prefill perf regression (#55499)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-09-09 20:38:20 +00:00 |
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83fe99399e
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[Spec Decode] Add NVFP4 DSpark gathered top-k projection (#55713)
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-09 17:33:46 +00:00 |
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