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242afc6bf4
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[MM][Gemma4] Respect max_soft_tokens in encoder budget (#41799)
Signed-off-by: lesj0610 <lesj0610@users.noreply.github.com>
Co-authored-by: lesj0610 <lesj0610@users.noreply.github.com>
Co-authored-by: gemini-code-assist <gemini-code-assist@google.com>
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2026-05-06 05:54:42 -07:00 |
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Yuankai Chenandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2e777d21a8
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[Bugfix][Rocm]Aiter MoE re-uses existing tensor addresses after weight update. (#40390)
Signed-off-by: Yuankai Chen <yuankach@amd.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-05-06 10:32:26 +00:00 |
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Yuwen Zhou
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809b98e5b7
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[CPU] Add FP8 W8A16 linear support (#41186)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
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2026-05-06 07:05:27 +00:00 |
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Matthew Bonanni
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01b9b5af67
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[Attention] Minor refactor: layer takes ownership of the MLA prefill backend (#41744)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-05-05 23:22:41 +00:00 |
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Matej SirovatkaandTyler Michael Smith
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48954de237
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Fix DeepGEMM ep_scatter output address overflow (#39213)
Signed-off-by: S1ro1 <matej.sirovatka@gmail.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
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2026-05-05 18:56:56 +00:00 |
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628c436301
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[New Model][ROCm] Add AMD support for DeepSeek V4 (#40871)
Signed-off-by: ganyi <ygan@amd.com>
Signed-off-by: whx-sjtu <xiaowang990929@gmail.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: tjtanaavllm <tunjian.tan@amd.com>
Co-authored-by: ganyi <ygan@amd.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaavllm <tunjian.tan@amd.com>
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2026-05-05 08:55:37 -07:00 |
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Harry Mellor
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84bd8a3c1e
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Remove unnecessary runtime asserts from linear layers (#41729)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-05-05 14:42:56 +00:00 |
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0a201b60cf
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[Model] support Qianfan-OCR model (#40136)
Signed-off-by: bairongz <baiyuu.cs@gmail.com>
Signed-off-by: zhuangbairong <zhuangbairong@baidu.com>
Co-authored-by: zhuangbairong <zhuangbairong@baidu.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-05-05 10:51:25 +00:00 |
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BitToby
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27cc676be3
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[Model] Use AutoWeightsLoader for Plamo2 (#41699)
Signed-off-by: bittoby <218712309+bittoby@users.noreply.github.com>
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2026-05-05 08:56:24 +00:00 |
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BitToby
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0c620d2e08
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[Model] Use AutoWeightsLoader for CohereMoe (#41690)
Signed-off-by: bittoby <218712309+bittoby@users.noreply.github.com>
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2026-05-05 04:44:15 +00:00 |
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Luciano MartinsandLuciano Martins
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6bb924bbf3
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[Model] Fix Gemma4 MoE activation mismatch (#41574)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
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2026-05-05 04:34:11 +00:00 |
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Bowen Bao
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1e9500410a
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[ROCm][Quantization][2/N] Refactor quark_moe w4a8 w/ oracle (#39136)
Signed-off-by: Bowen Bao <bowenbao@amd.com>
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2026-05-04 19:50:38 -07:00 |
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Nick Hill
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416f9cdede
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[Perf][2/n] Eliminate GPU<->CPU syncs in pooling code (#41433)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-05-05 02:43:25 +00:00 |
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Chendi.XueandKunshang Ji
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685bf811d6
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[XPU] enable is_act_and_mul for xpu (#37481)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-05-05 01:07:39 +00:00 |
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4f2af1a7c0
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[Feature] TurboQuant: support hybrid models and uniform quantization (#39931)
Signed-off-by: JartX <sagformas@epdcenter.es>
Signed-off-by: Jim Smith <jhsmith0@me.com>
Co-authored-by: Jim Smith <jhsmith0@me.com>
Co-authored-by: Sandermage <sandermage@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-05-04 20:14:01 -04:00 |
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Andreas Karatzas
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1cb0838721
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[ROCm][CI] Fix MLA prefill scale for DeepSeek GSM8K (#41569)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-05-04 16:32:55 -07:00 |
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fxmarty-amd
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9c07342fdc
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[NVFP4][fix] Fix layer.weight -> w13 typo in NVFP4 MOE emulation kernel preparation (#41630)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
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2026-05-04 20:13:37 +00:00 |
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8c780943b4
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Fix Nano Nemotron text-only weight loading (#41205)
Signed-off-by: sunghoon.baek <sunghoon.baek@connectfy.cloud>
Signed-off-by: Baekpica <35071468+Baekpica@users.noreply.github.com>
Signed-off-by: sunghoon.baek <seanbb93@gmail.com>
Co-authored-by: sunghoon.baek <sunghoon.baek@connectfy.cloud>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
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2026-05-04 21:43:07 +03:00 |
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Alex Brooks
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db9a84e0cd
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[Bugfix] Fix FP8 Bias Loading (#41424)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
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2026-05-03 20:30:04 +00:00 |
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Jinzhen Lin
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08834cc3ce
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[Quantization] add humming mxfp4 moe backend (#41083)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
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2026-05-02 18:36:03 -07:00 |
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Yongye Zhu
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1c607d7b2c
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[DSV4] Guard megamoe flag with Pure TP (#41522)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-05-02 16:41:40 -07:00 |
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c3ad791e1a
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[Bugfix][Gemma 4] Clamp soft-token estimate to max_soft_tokens (#40796)
Signed-off-by: Hoang Nguyen <118159510+hnt2601@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-05-02 06:34:59 +00:00 |
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Matthew Santiago
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8586369f61
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Refactor Step3Text loading to use AutoWeightsLoader (#41492)
Signed-off-by: Matthew Santiago <carag.matthew@gmail.com>
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2026-05-02 06:22:14 +00:00 |
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Rita Brugarolas
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c293ccc58e
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[ROCm][Bugfix] Fix init-time bias dtype cast when gate.out_dtype is None (#41405)
Signed-off-by: Rita Brugarolas Brufau <rita.brugarolasbrufau@amd.com>
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2026-05-02 00:13:15 -04:00 |
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Luka Govedič
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d58c42e19c
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[vLLM IR] 2/N fused_add_rms_norm and maybe_inplace overload (#36823)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2026-05-01 23:41:15 -04:00 |
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John Calderon
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964a4bc2a5
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[MM][CG] Support ViT CG for Qwen2.5-VL (#40830)
Signed-off-by: John Calderon <jcalderon@nvidia.com>
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2026-05-02 11:10:14 +08:00 |
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Yongye Zhu
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bcf5cac9fb
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[DSV4] Add knob to enable pre-attn gemm (#41443)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-05-01 12:23:17 -07:00 |
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Isotr0pyandRoger Wang
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a9484dac7b
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[Perf] Intergrate Tile Kernels head_compute_mix_kernel for Deepseek-V4 (#41255)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-05-01 15:01:17 -04:00 |
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f3fef12350
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[Attention] Abstract the MLA prefill backends and eliminate cuDNN (#32623)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Michael Goin <mgoin64@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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2026-05-01 13:36:20 -04:00 |
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PleaplusoneandMatthew Wong
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bc635fad23
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[ROCm][Deepseek] dsv3.2 further optimization (#41217)
Signed-off-by: ganyi <ygan@amd.com>
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com>
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2026-05-01 23:06:00 +09:00 |
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Yuyi Ao
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0dbaf9daad
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Refractor longcat loading to use AutoWeightsLoader (#41448)
Signed-off-by: George-ao <yuyiao772@gmail.com>
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2026-05-01 09:07:23 +00:00 |
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sychen52
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947138b6c2
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Add nvfp4 kv cache support (#40177)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
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2026-05-01 04:55:16 +00:00 |
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Juhi Mittalandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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6b6ac6c3c7
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[Kernel][MoE] Support GELU on TRT-LLM NvFP4 fused MoE for Gemma4 (#41050)
Signed-off-by: Juhi Mittal <juhim@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-01 03:37:43 +00:00 |
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Stefano Castagnetta
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b542bdf7fb
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[Bugfix] Disable FlashInfer CUTLASS MoE on SM110 (Jetson Thor AGX) (#40808)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
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2026-04-30 20:08:49 -07:00 |
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Dong W
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7198940b39
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[Model] Add Moondream3 model support(only query and caption skills) (#32325)
Signed-off-by: Dong Wang <dongw2019@gmail.com>
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2026-05-01 10:06:48 +08:00 |
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Woosuk Kwon
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9c61864bf8
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[DeepSeek] Use torch.mm for bf16xbf16->fp32 gemm (#41300)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-04-30 16:28:57 -07:00 |
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Tran Le
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71725f6730
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[Bugfix] Fix RoutedExpertsCapturer for Gemma 4 MoE (top_k_experts) (#41401)
Signed-off-by: Tran Le <tranle@fireworks.ai>
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2026-04-30 16:19:59 -07:00 |
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b4806c8ee1
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[DSV4] Add BF16 and MXFP8 A2A support for flashinfer a2a one sided (#40960)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@users.noreply.github.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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2026-04-30 15:33:12 -07:00 |
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Michael Goin
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75a4c166f2
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Fix typo in log message for indexer cache (#41419)
Signed-off-by: Michael Goin <mgoin64@gmail.com>
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2026-04-30 15:02:14 -07:00 |
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fxmarty-amdandClaude
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2917d6363a
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[NVFP4][Hopper/AMD Instinct] Add Triton kernels for NVFP4 dequantization and QDQ emulation (#40033)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-04-30 17:35:48 -04:00 |
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Jee Jee Li
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307b17ce33
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[DSV4] Avoid redundant dtype conversion. (#41374)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-04-30 09:57:27 -07:00 |
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121dbe7a22
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[ROCm] ROCm DeepEP API updated to latest (#39721)
Signed-off-by: Tej Kiran <vpolamre@amd.com>
Signed-off-by: tej <37236721+itej89@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: HAIAI <39548240+HAIAI@users.noreply.github.com>
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2026-04-30 07:46:59 -07:00 |
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b55b26520c
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[MoE] Make MoERunnerInterface a PluggableLayer for OOT support (#35178)
Signed-off-by: wxsIcey <1790571317@qq.com>
Signed-off-by: Icey <1790571317@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-30 03:31:08 -07:00 |
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Chenxi Qianandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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54146a9bf9
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[Bugfix] correct h matrix layout in chunk_kda output kernel (#40956)
Signed-off-by: ChenxiQian <chenxi.qian.cq@outlook.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-30 16:22:41 +08:00 |
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ca97f7b9bb
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Fix Gemma4 MoE expert weight remapping (#41206)
Signed-off-by: sunghoon.baek <sunghoon.baek@connectfy.cloud>
Co-authored-by: sunghoon.baek <sunghoon.baek@connectfy.cloud>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-04-30 00:12:42 -07:00 |
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Ekagra Ranjan
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a04e0cf3b8
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Fix Cohere ASR after HF upgrade (#40582)
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
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2026-04-29 23:39:04 -07:00 |
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Rohan Potdar
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3795d7acf4
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[ROCm][Bugfix][GPTOSS]: fix input_ids and expert_map args for quark w4a8 gptoss (#41165)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
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2026-04-29 16:39:01 -07:00 |
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Hemanth Acharya
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6841f5dc77
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[ROCm] Add env flags to disable dynamic MXFP4 quant and enable AITER tuned GEMMs for Attention Projection Layers (#39987)
Signed-off-by: Hemanth Acharya <heachary@amd.com>
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2026-04-29 16:07:46 -07:00 |
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Rohan Potdar
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944e138bcf
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[ROCm][Bugfix]: W4A4 MOE using emulation instead of AITER on MXFP4-supported hardware (#41175)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
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2026-04-29 16:39:03 -05:00 |
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Chaunceyandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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faab189554
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[Feature]: IndexCache support for DSA models (#37735)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-29 15:15:35 -04:00 |
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