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31e90ac370
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[Attention] Enable FA4 sparse MQA decode on Blackwell (#55866)
Signed-off-by: Simon Veitner <sveitner@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-10-13 09:31:37 -04:00 |
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2cc2e68d1c
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[Core][Mamba] Remove leftovers of mamba_cache_mode="all" (#60043)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Jiangyun Zhu <zhujiangyun@inferact.ai>
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Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-13 00:58:59 -07:00 |
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Divakar VermaandClaude Sonnet 5
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f7ba007b5e
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[ROCm][MoE] Split AiterExperts by weight-quantization key (#60322)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
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2026-10-13 00:13:33 -05:00 |
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189bbfb9f4
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Add MoNe experts pruning support (#50415)
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Signed-off-by: Misha Goin <mgoin64@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
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Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-12 23:18:43 +00:00 |
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Woosuk KwonandClaude Opus 5.5
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e1a5086256
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[Attention] Remove cascade attention (#61126)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-12 10:41:07 -07:00 |
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Misha GoinandClaude
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d79b52b182
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[Misc] Consolidate csrc shared headers and prune dead code (#60721)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-10-12 09:46:22 -07:00 |
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Thuongvu HoandNicolò Lucchesi
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99b44c7a42
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[Metrics] Add admission rejection metrics (#55812)
Signed-off-by: Thuongvu Ho <thuongvuho@gmail.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
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2026-10-12 08:31:07 +00:00 |
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d4e92ccc37
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[Bugfix][Frontend] Honor endpoint plugin route overrides (#58839)
Signed-off-by: 子华 <huaxi.shx@alibaba-inc.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-10-12 03:58:15 +00:00 |
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04b02fc8a5
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[Core] shm tensor arena for efficient cpu->gpu worker broadcast (#51207)
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Signed-off-by: <bolins@nvidia.com>
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Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-10-09 16:13:24 -07:00 |
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Woosuk Kwon
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194bd72be7
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[Compile] Remove torch.compile-based sequence parallelism and AsyncTP (#60517)
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2026-10-08 08:28:23 -07:00 |
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Shanshan Shen
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95307ac6d4
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[Doc] Update ViT CUDA graph design doc (#60519)
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
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2026-10-08 14:00:58 +08:00 |
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b9767299db
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[Bugfix] Respect Inductor deterministic mode in combo-kernel defaults (#59074)
Signed-off-by: cheesecake <farzanaman99@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-07 20:08:11 +01:00 |
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2e3154aa18
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[HiSparse] Log steady-state max concurrency and expose host-tier utilization gauges (#58949)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-10-05 14:20:32 -07:00 |
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cjackal
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0e468adb43
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[Model] Extend device-side mm normalization to Kimi K2.5 / K3 (#59278)
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
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2026-10-05 21:28:13 +08:00 |
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Julien Debache
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111f71a6db
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[feat] FlashInfer CuteDSL MegaMoE integration (#54049)
Signed-off-by: jdebache <jdebache@nvidia.com>
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2026-10-02 15:43:33 -04:00 |
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4056c8ac1f
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[Bugfix][HiSparse] Fix MTP acceptance collapse under FULL graphs with a saturated GPU pool (#59309)
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-10-01 23:04:21 -07:00 |
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cjackal
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0a30bc3f9a
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[Model] Extend device-side mm normalization to GLM4V/GLM5Next (#55389)
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2026-09-30 15:44:46 +08:00 |
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Matthew BonanniandClaude Opus 5.5
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2798f66860
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[Bugfix][HiSparse] Resolve MTP verification rows with a union residency kernel (#59235)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-09-30 03:01:45 +00:00 |
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Jakub ZakrzewskiandOpenAI Codex
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70dc122f81
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[MM] Enable device normalization for Llama Nemotron VL Embed/Rerank (#57928)
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-29 08:33:52 +00:00 |
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d86cf91240
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[MM][Mistral3] Image preprocessing optimization (#57531)
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
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2026-09-29 06:53:38 +00:00 |
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cjackalandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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491f44adfa
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[Model] Extend device-side mm normalization to Qwen3VL/Qwen3.5/Qwen4Next (#51289)
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2026-09-29 11:44:54 +08:00 |
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qizixi
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6d3ea3c2c9
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[KVConnector][NIXL] Support packed MLA KV layouts in pipeline-parallel push prefill (#50499)
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2026-09-28 18:50:46 +02:00 |
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a4eb3f25d6
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[Spec Decode] Enable Gemma4 DSpark adaptive verification with FlashInfer (#57263)
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2026-09-26 17:01:17 +08:00 |
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8a269919f4
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[MM] Add Triton kernel for mm_input_normal. (#56798)
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2026-09-25 04:31:20 +00:00 |
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Andreas KaratzasandCodex
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153f2ba1b9
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[Compile][CI] Honor Triton cache overrides and add AMD timeout headroom (#58474)
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2026-09-24 01:27:07 -05:00 |
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YoungandYoung
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b78fbab4be
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[Docs] Fix the typos in the document (#57190)
Co-authored-by: Young <yangchh15@163.com>
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2026-09-17 15:52:10 +00:00 |
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Cyrus Leung
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0b9e018fb9
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[MM] Further cleanup _apply_hf_processor_main (#53610)
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2026-09-16 10:21:00 -07:00 |
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0fefffc934
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[KVConnector][NIXL] Support attention-HMA layouts in pipeline-parallel push prefill (#50494)
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2026-09-15 15:43:56 -07:00 |
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+174
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79e205e8cd
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[Doc] Clarify ITL vs TPOT Prometheus metrics (#55283)
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2026-09-14 23:35:13 -07:00 |
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82a85dc1d2
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[Attention] Add Triton/FlashInfer composite for multimodal prefix attention (#56305)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Codex <noreply@openai.com>
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Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-13 14:29:41 +00:00 |
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e19a3e172e
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[5/N] Share HiSparse host cache across TP ranks (reopens #52760) (#56629)
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Signed-off-by: Chao Lei <leichao139636@163.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Chao Lei <leichao139636@163.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-09-12 19:48:25 -04:00 |
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d43bb2f37f
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[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>
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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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Yunzhu LuandIsotr0py
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442d36031c
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[MM][CG] Enable encoder CUDA Graph for MiniCPM-V (#42785)
Signed-off-by: YunzhuLu <lucia.yunzhu@gmail.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-10 06:28:48 +00:00 |
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Luke AlonsoandLucas Wilkinson
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0d4ad47981
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[Kernel] Add B12X causal paged attention backend (#52017)
Signed-off-by: Luke Alonso <lalonso@gmail.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2026-09-01 10:42:02 -04:00 |
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simon-veitner-redhat
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7156c63bef
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[SM100] Hdim 256 optimized (#52980)
Signed-off-by: Simon Veitner <sveitner@redhat.com>
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2026-08-25 20:28:40 -07:00 |
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Cyrus Leung
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0b19ebcacd
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[MM] Simplify _apply_hf_processor_main (#53275)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-08-22 01:49:37 -07:00 |
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QWERQWERQWE86
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58302b4591
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[Doc] Fix group numbering in Case 3 of hybrid_kv_cache_manager.md (#52160)
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2026-08-19 11:38:34 +00:00 |
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wang.yuqi
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eac636a7fa
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[Frontend] Move api_server.py out openai folder (#52131)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-08-19 09:43:46 +00:00 |
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Bo Liandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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c296851a7d
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[MoE] Refine FlashInfer one-sided All2All integration (#51924)
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-18 00:18:14 +00:00 |
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Shanshan ShenandAndreas Karatzas
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0ad04cff1b
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[ROCm][CI] Enable ViT CUDA graph tests on AMD gfx950 GPUs (#52256)
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-08-17 09:52:02 +08:00 |
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Yizhou
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a311916a29
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[MRV2][Spec] Fuse AR speculator multi-step decodes back into one CUDA graph (#46849)
Signed-off-by: Yizhou Liu <liu_yizhou@outlook.com>
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2026-08-11 15:06:22 +08:00 |
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Khushali Desaiandwang.yuqi
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dc5101fb1b
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replace batch_norm to numerically identical without cudnn (#51734)
Signed-off-by: khushali9 <khushali.desai9@gmail.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-08-11 12:43:20 +08:00 |
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wang.yuqiandCyrus Leung
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2fa490470d
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[Model] Fused mm preprocess normalisation on the Device (#50411)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2026-08-06 03:11:14 -07:00 |
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Qiuyang Yue
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777b01d1a8
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[MM][CG] Support ViT full CUDA graph for Ernie-4.5-VL image inference (#45254)
Signed-off-by: Qiuyang Yue <yueqiuyang1389@gmail.com>
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2026-08-06 05:04:19 +00:00 |
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Harry MellorandClaude Opus 5
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1eb3694521
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[Docs] Fix two docs build warnings (#51014)
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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2026-08-04 05:29:04 -07:00 |
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wangxiyuan
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dd11df04f3
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[Misc] Remove deprecated calculate_kv_scales runtime KV scale calculation (#49389)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
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2026-08-03 11:15:13 -04:00 |
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0a6446005d
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[CPU] Migrate unquantized MoE to the modular-kernel experts structure (#50133)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Fadi Arafeh <fadi.arafeh@arm.com>
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2026-08-03 14:55:04 +08:00 |
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Isotr0pyandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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e2fa28594f
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[1/N] Unify multiple-path encoder cuda graph support (#49934)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-02 10:33:23 +08:00 |
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bnellnm
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c67fe497a2
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[Bugfix][Doc] Fix references to FusedMoE in doc (#50701)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-08-02 09:13:06 +08:00 |
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nvbfalk
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60915c972c
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[Feature] Add VidCom2 video token pruning (#47750)
Signed-off-by: Benedikt Falk <bfalk@nvidia.com>
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2026-07-28 03:20:17 +00:00 |
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