 Runkai Tao
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a1f53addb1
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[BugFix] Align fused MoE-LoRA kernel config with actual weight shapes (#34396)
Signed-off-by: Runkai Tao <rt572@physics.rutgers.edu>
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2026-02-26 18:03:10 +00:00 |
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Jhao-Ting ChenandMichael Goin
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c2c4c4611a
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[FIX] fused moe with lora shared expert dual stream (1.07x otps) (#34933)
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-02-25 04:40:45 +00:00 |
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bnellnm
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5bff999d12
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[Bugfix] Add method to swap quant_method on FusedMoE to fix LoRA issues (#34453)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-02-15 20:10:50 -08:00 |
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Runkai Tao
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e1d97c38f8
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[Bug Fix] Fix naive_block_assignment always defaulting to False due to arg misalignment (#33848)
Signed-off-by: Runkai Tao <rt572@physics.rutgers.edu>
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2026-02-12 11:30:57 +08:00 |
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danisereb
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5b2a9422f0
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[BugFix] Fix LoRA Fp8 (#33879)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
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2026-02-05 17:25:55 +00:00 |
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Runkai Tao
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7320ca3942
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Add unpermute-aware fused MoE LoRA path (#32655)
Signed-off-by: Runkai Tao <rt572@physics.rutgers.edu>
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2026-02-02 09:46:09 +08:00 |
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Danielle RobinsonandDanielle Robinson
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74898a7015
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[BugFix][LoRA] TritonExperts is ModularMoEPath for FP8 models (#33393)
Signed-off-by: Danielle Robinson <dmmaddix@amazon.com>
Co-authored-by: Danielle Robinson <dmmaddix@amazon.com>
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2026-01-30 15:27:42 +00:00 |
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danisereb
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aa7f37ccfa
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Add support for LoRA adapters in Nemotron-H models (#30802)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
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2026-01-19 22:30:44 +08:00 |
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Xin Yang
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543c23be78
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[LoRA][Perf] Improve FusedMoE LoRA performance for small rank (#32019)
Signed-off-by: Xin Yang <xyangx@amazon.com>
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2026-01-10 11:04:18 -08:00 |
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gnovackandJee Jee Li
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bde38c11df
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fix lora moe sharding when rank < max_lora_rank (#31994)
Signed-off-by: gnovack <gnovack@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-01-09 14:43:25 +08:00 |
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Xin Yang
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707b240d7e
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[Bugfix] Fix FusedMoE LoRA w2_output_size (#31949)
Signed-off-by: Xin Yang <xyangx@amazon.com>
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2026-01-09 00:54:05 -05:00 |
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gnovack
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c77a993cc2
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pin lora_b moe weights on cpu (#31317)
Signed-off-by: gnovack <gnovack@amazon.com>
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2026-01-05 12:15:40 -08:00 |
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Jee Jee Li
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f099cd557a
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[Bugfix] Fix AttributeError: 'Stream' object has no attribute 'dp_size' (#31663)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-01-05 02:31:31 +00:00 |
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B-201
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ecd49ce7e6
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[Fix] Align fused moe lora_b shape with peft (#31534)
Signed-off-by: bk-201 <joy25810@foxmail.com>
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2025-12-31 09:44:59 +08:00 |
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Xin YangandJee Jee Li
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a491b0911b
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[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#29708)
Signed-off-by: Xin Yang <xyangx@amazon.com>
Signed-off-by: Xin Yang <105740670+xyang16@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-11-30 10:37:25 +08:00 |
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Huamin Li
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3fd1fb0b60
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Revert "[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971)" (#29697)
Signed-off-by: Huamin Li <3ericli@gmail.com>
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2025-11-28 15:26:52 -08:00 |
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Xin YangandJee Jee Li
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745a3bae1a
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[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971)
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-11-28 10:48:28 +08:00 |
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Jee Jee Li
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2f5f9acd55
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[LoRA] Continue optimizing MoE LoRA weight loading (#29322)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-11-27 05:56:28 -08:00 |
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Jee Jee Li
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c069086b9c
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[Bugfix] Fix getting device for MoE LoRA (#29475)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-11-26 23:16:07 -08:00 |
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Jee Jee Li
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1073ba68b0
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[LoRA] Optimize 3D MoE logic (#29222)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-11-24 10:27:23 +08:00 |
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Jee Jee Li
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1489902b53
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[LoRA] Cleanup FusedMoEWithLoRA (#29187)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-11-22 04:01:30 +00:00 |
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Jee Jee Li
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9875be6431
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[LoRA][2/2]Remove LoRA extra vocab (#28545)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-11-21 09:46:43 +08:00 |
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gnovackandJee Jee Li
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d69062c67a
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add support for --fully-sharded-loras in fused_moe (#28761)
Signed-off-by: gnovack <gnovack@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-11-19 16:32:00 +08:00 |
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bnellnm
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a1448b4b69
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[Kernels] Split up fused_moe/layer.py, isolate more modular kernel code (#28064)
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2025-11-11 07:29:02 -07:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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ca6f755d24
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[BugFix] Fix FusedMoELoRA + ModularKernel Integration (#28237)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-11-06 22:53:30 +00:00 |
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yugong333andJee Jee Li
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2ec401bc39
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Load tuned fused_moe_lora shrink and expand kernel configs separately (#27435)
Signed-off-by: Yu Gong <yu3.gong@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-11-04 18:27:35 +08:00 |
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gnovackandJee Jee Li
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294c805f1d
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Early exit for MoE LoRA kernels (#27131)
Signed-off-by: gnovack <gnovack@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-11-03 20:22:17 +08:00 |
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Jee Jee Li
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bc4486d609
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[Kernel] Enable FusedMoEModularKernel support bias (#27754)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-11-01 02:05:12 +00:00 |
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Jee Jee Li
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9771e0b432
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[Bugfix] Add missing 'is_internal_router' attribute to FusedMoEWithLoRA (#27351)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-10-22 08:19:12 -07:00 |
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Jee Jee Li
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abf3db40ef
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[Core] Handle MoE LoRA edge cases (#27335)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-10-22 13:14:33 +00:00 |
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5f6cbf60d6
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[Feature][Kernel]FusedMoE LoRA (#21229)
Signed-off-by: wuchen <cntryroa@gmail.com>
Signed-off-by: banjuede <lmklhc@163.com>
Signed-off-by: Chen Wu <cntryroa@gmail.com>
Signed-off-by: Danielle Robinson <dmmaddix@amazon.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: bk-201 <joy25810@foxmail.com>
Co-authored-by: wuchen <wuchen@zetyun.com>
Co-authored-by: Nathan Van Gheem <vangheem@gmail.com>
Co-authored-by: banjuede <lmklhc@163.com>
Co-authored-by: Danielle Robinson <dmmaddix@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: bk-201 <joy25810@foxmail.com>
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2025-10-21 03:01:37 +00:00 |
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