 Luciano MartinsandLuciano Martins
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27e0057aed
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[Spec Decode] Add Gemma4 MTP speculative decoding support (#41745)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
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2026-05-06 22:39:29 +08:00 |
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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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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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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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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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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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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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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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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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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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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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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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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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Laith Sakka
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6f20f81cbf
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Replace shape_invariants with simpler apprach in dynamic_arg_dims utilizing shape_id property. (#36194)
Signed-off-by: Laith Sakka <lsakka@meta.com>
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2026-04-29 18:32:15 +00:00 |
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Terrence Zhao
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91a2d39014
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[Models] Cohere MoE (#40817)
Signed-off-by: Terrencezzj <terrence@cohere.ai>
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2026-04-29 15:54:54 +00:00 |
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Jee Jee Liandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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9d8ad5b408
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[Bugfix] Fix repeated DSv4 RoPE cache initialization (#41148)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-04-29 20:29:55 +08:00 |
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Rohit Kumar SinghandCyrus Leung
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5371d6fb40
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Fix PP in Gemma4 (#40786)
Signed-off-by: Rohit kumar Singh <rksingh@habana.ai>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-04-29 03:17:51 -07:00 |
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Jiangyun Zhu
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6d7d4da99e
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[Bugfix] BailingMoeV2.5: rotate full qk_rope_head_dim in MLA RoPE (#41185)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-04-29 18:08:55 +08:00 |
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Wei Zhao
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803b9d7881
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[Bugfix] Fix Deepseek V4 import error due to AOT compile cache loading (#41090)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
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2026-04-28 21:08:16 -07:00 |
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qizixi
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6fb3f7b46b
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[DSV4] Align aux stream API with DeepseekV4DecoderLayer (#41171)
Signed-off-by: zixi-qi <zixi@inferact.ai>
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2026-04-28 17:22:03 -07:00 |
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Julien Denize
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e9f8f31e9a
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[FEATURE] Add EagleMistralForCausalLM (#41024)
Signed-off-by: juliendenize <julien.denize@mistral.ai>
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2026-04-28 12:22:20 -07:00 |
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Joe RowellandRobert Shaw
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0899f436aa
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[New Model] Laguna XS.2 implementation (#41129)
Signed-off-by: Joe Rowell <joerowell4@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
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2026-04-28 14:23:00 -04:00 |
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Yongye Zhu
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5aa371dc8e
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[DSV4] Enable Multi-stream for Pre-Attn GEMM (#41061)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-04-28 09:08:55 -07:00 |
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artem-spectorandartemspector
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bde0efdbb7
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[Bugfix][Granite4Vision] Fix deepstack buffer causing decode slowdown in compiled mode (#40917)
Signed-off-by: artemspector <artems@il.ibm.com>
Co-authored-by: artemspector <artems@il.ibm.com>
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2026-04-28 07:43:30 +00:00 |
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wang.yuqi
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a8208e6a81
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[Examples] Resettle features examples. (#40995)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-04-28 00:33:41 -07:00 |
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JiangWeixiang
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ed57f77192
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[Bugfix ] fix bailing_moe_linear (#40859)
Signed-off-by: ghphotoframe <854746559@qq.com>
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2026-04-27 22:39:23 -07:00 |
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7a1eb8ac2e
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[Model] update for mimo v25 (#41029)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Copilot <copilot@github.com>
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2026-04-27 21:52:54 -07:00 |
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Jee Jee Li
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2c8b76c5cb
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[Model][DSV4] Support base model (#41006)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-04-28 08:16:55 +08:00 |
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c8bbe05189
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[Perf] Update TRTLLM supported MoE routing methods (#39141)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: root <root@bia0030.bia.clusters.nvidia.com>
Co-authored-by: root <root@bia0036.bia.clusters.nvidia.com>
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2026-04-27 14:16:22 -04:00 |
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c245d35ff4
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[Model] Add MiMo-V2.5 support (#40967)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <zhujiangyun@inferact.ai>
Co-authored-by: yasong <yasong.wang@inferact.ai>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Copilot <copilot@github.com>
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2026-04-27 13:26:51 +00:00 |
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Xiaoshuang Wangandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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f8ac0c7cf0
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[Bugfix] Fix k_norm weight sharding in MiniMaxM2Attention when total_num_kv_heads < tp_size (#38191)
Signed-off-by: wxsIcey <1790571317@qq.com>
Signed-off-by: Icey <1790571317@qq.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-27 05:57:13 -07:00 |
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Yongye Zhu
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706a04d34b
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[DSV4] Add silu clamp limit to shared expert (#40950)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-04-27 00:37:43 -07:00 |
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Isotr0py
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22631f80a0
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[Bugfix] Remove invalid deepstack boundary check for Qwen3-VL (#40932)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-04-27 07:27:06 +00:00 |
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Zhanda ZhuandYubo Gao
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5d5c776444
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[Perf] FP8 FlashInfer Attn for ViT (#38065)
Signed-off-by: Zhanda Zhu <zhandazhu@gmail.com>
Co-authored-by: Yubo Gao <ybgao-nvidia@users.noreply.github.com>
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2026-04-27 13:44:15 +08:00 |
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+7
|
4d51588e23
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[Feat] DeepSeek V4 Rebased (#40860)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: qizixi <zixi@inferact.ai>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Simon Mo <simon@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Zhewen Li <jerven.vllm@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: khluu <khluu000@gmail.com>
Co-authored-by: qizixi <zixi@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
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2026-04-26 18:31:08 -07:00 |
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labAxiaoming
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6646c0c7e0
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[Opt] Optimize deepstack buffer handling for multimodal Qwen3 models (#40145)
Signed-off-by: xiaoming <1259730330@qq.com>
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2026-04-25 21:04:26 +08:00 |
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Jiangyun Zhu
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e8ee2a78db
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[Attention] use diff kv backend for mimo v2 flash (#40045)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-04-24 11:25:55 +00:00 |
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milesial
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9ad5abe772
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Fix Nano Nemotron VL static image inputs (#40724)
Signed-off-by: Alexandre Milesi <milesial@users.noreply.github.com>
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2026-04-24 09:18:55 +00:00 |
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512f522192
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[Model] Gemma4: add bidirectional vision attention for sliding layers with window guard (#40534)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Luciano Martins <lucianomartins@google.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-04-24 08:27:46 +00:00 |
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Hemanth Acharya
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fa4b70555b
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[ROCm] Cast score correction bias tensor during model construction for DeepSeek/Kimi-K2 (#39999)
Signed-off-by: Hemanth Acharya <heachary@amd.com>
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2026-04-24 09:02:12 +09:00 |
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bnellnm
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1c2c1eb8b9
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[MoE Refactor] Rename FusedMoE.make_expert_params_mapping to fused_moe_make_expert_params_mapping (#40671)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-04-23 11:22:34 -04:00 |
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stevenkuangandJee Jee Li
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d0009ddb0b
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[Model] Support Hy3 preview (#40681)
Signed-off-by: stevenkuang <stevenkuang@tencent.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-04-23 22:08:26 +08:00 |
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