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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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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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Wentao Ye
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39a7f4f4e2
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[Perf] Optimize AllPool.forward by slicing first, 51% faster in the method level benchmark (#41163)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-04-29 08:11:04 -07:00 |
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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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Lucas KabelaandWentao Ye
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fa1b9840f6
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[BE][Torch 2.12] Remove workaround code for fixed cublas issue (#40845)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
Signed-off-by: Lucas Kabela <lucasakabela@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-04-28 21:07:24 -07:00 |
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Kyle SayersandFlora Feng
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a085b5257d
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[Docs] [QeRL] Layerwise Reloading Documentation (#40317)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
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2026-04-28 21:06:38 -07:00 |
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Isotr0pyandCopilot
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99255f3cb5
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[UX] Allow enable/disable model weights loading tracking by config (#41086)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Copilot <copilot@github.com>
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2026-04-28 21:04:49 -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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chelnnexy
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d109eacd05
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[Bugfix][ROCm] Fix gemm_a4w4 call to use updated AITER API signature (#40754)
Signed-off-by: cheiluno <cheiluno@amd.com>
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2026-04-29 09:04:53 +09:00 |
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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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zhangxin81
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de3da0b97c
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Add tuned triton fused_moe configs on H100 for gpt-oss (#39904)
Signed-off-by: zhangxin81 <115389973+zhangxin81@users.noreply.github.com>
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2026-04-28 03:38:48 -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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anthonsu
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76c9cccc36
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[Core] Fix redundant None append in StepPool.forward for chunked prefill (#41049)
Signed-off-by: Anthony Su <xsuanthony@gmail.com>
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2026-04-27 23:42:47 -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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Andreas Karatzas
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5e2c37facd
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[ROCm][CI] Add missing quantization methods and fix online quant test failures (#39801)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-04-27 15:08:57 -05:00 |
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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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Bhoomit
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2cc008e7b4
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[Attention][TurboQuant] Share dequant buffers, eliminate float16_copy (#40941)
Signed-off-by: Bhoomit Vasani <bhoomit.2010@gmail.com>
Signed-off-by: Vasani Bhoomit <bhoomit.2010@gmail.com>
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2026-04-27 13:48:36 +08:00 |
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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
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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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Jee Jee Li
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8cd174fa35
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[LoRA] MoE LoRA Refactor (#40338)
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2026-04-26 01:55:19 +00:00 |
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Netanel HaberandJee Jee Li
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12a3f6454b
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[Bugfix][MoE] Only unpad routed output before shared expert add or routed output transform (#40865)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-04-25 20:50:12 +00:00 |
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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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Wentao Ye
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a474da2813
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[Refactor] Remove unused dead code (#40640)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-04-25 07:28:18 +08:00 |
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Artem Perevedentsev
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333529deae
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[EPLB] Fix replica selection bias in fused_moe router (#40810)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
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2026-04-24 22:06:41 +00:00 |
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Jinzhen Lin
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9f771b3ab9
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[Quantization] add humming quantization kernel (#34556)
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2026-04-24 09:29:44 -04:00 |
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Itay Alroy
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c9d3c6e6af
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fused_moe: treat NIXL EP as batched experts (#40412)
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
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2026-04-24 08:05:31 -05:00 |
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Netanel Haber
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e8eb0490ce
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[Bugfix][MoE] Unpad routed output before shared expert add [Fixes #35949] (#40794)
Signed-off-by: Netanel Haber <nhaber@nvidia.com>
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2026-04-24 11:53:23 +00:00 |
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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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