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7d99c2c4fd
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[Feature][Humming] Humming feature integration (#56685)
Signed-off-by: jinzhen.ljz <jinzhen.ljz@antgroup.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-09-20 08:11:01 -07:00 |
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Harry MellorandClaude Opus 5
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8c1557a79c
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Add pydocstyle to the ruff rules (#52136)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <hej.mellor@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-16 16:44:29 +00:00 |
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Roderick Wuandmgoin
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2c9d68f80b
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[Quant][Kernel] Remove GPTQ Group/Dynamic Activation Ordering (#54809)
Signed-off-by: Roderick-Wu <roderickwu2003@gmail.com>
Signed-off-by: Roderick Wu <roderickwu2003@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-09-08 12:45:12 -07:00 |
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Artur Fierka
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5e6f6a8ed4
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[Bugfix][Quantization][XPU] Fix moe_wna16 linear weight loading (#52651)
Signed-off-by: Artur Fierka <artur.fierka@intel.com>
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2026-09-07 20:20:17 +08:00 |
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qli88
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e8ad2855e7
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[Bugfix][ROCm] Fix a few int4/int8 quantization errors (#52112)
Signed-off-by: Qiang Li <qiang.li2@amd.com>
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2026-08-18 08:31:51 +00:00 |
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Jinzhen LinandOpenAI Codex
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fcde8e1460
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[Refactor] refactor humming linear and moe backends to use explicit layer configs (#49610)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-08-07 10:03:19 -07:00 |
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7c77868cdf
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[Bugfix] Size and iterate w13 by shard count for non-gated MoE (#51125)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Matej Sirovatka <matej.sirovatka@gmail.com>
Co-authored-by: Rishi Puri <riship@nvidia.com>
Co-authored-by: Hsiao-Yuan Chen <littlecircle0730@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-08-05 17:24:47 -07:00 |
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ec59c1579f
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[MoE Refactor] Migrate MoeWNA16Method quantization method over to using the new MK oracle scheme. (#44120)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-07-21 19:20:30 -07:00 |
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Willow Lopez
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f3410b3bb1
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fix(moe_wna16): access tp_size via moe_config for RoutedExperts compatibility (#45404)
Signed-off-by: Oxygen <1391083091@qq.com>
Signed-off-by: Willow Lopez <100782273+Oxygen56@users.noreply.github.com>
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2026-06-23 11:46:23 -04:00 |
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fxmarty-amdandAndreas Karatzas
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485bbe1c6f
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[CI] Fix missing tp_size attribute on RoutedExperts (#46163)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-06-21 18:46:49 -06:00 |
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8d4f54966c
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fix(quantization): Fix AWQ dequantize on Intel XPU and refactor AutoAWQ config (#42727)
Signed-off-by: Alex <alex.tech.lab@outlook.com>
Signed-off-by: AlexHuang <jihuihuang@tencent.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-18 20:12:28 +08:00 |
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SeongJun Leeandlesj0610
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3099de3617
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[Kernel][MoE] Add GELU_TANH to CPU, CUTLASS, and WNA16 MoE backends (#42027)
Signed-off-by: lesj0610 <lesj0610@users.noreply.github.com>
Co-authored-by: lesj0610 <lesj0610@users.noreply.github.com>
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2026-06-02 17:12:08 -04:00 |
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bnellnm
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187457a952
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Revert "[MoE Refactor] Migrate MoeWNA16Method quantization to MK orac… (#44033)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-05-29 16:45:29 -07:00 |
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bnellnmandClaude
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106aa92f04
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[MoE Refactor] Migrate MoeWNA16Method quantization to MK oracle (#42647)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-05-29 17:19:31 -04:00 |
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Yongye Zhu
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2d2c660104
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[MoE] Remove inplace fused experts mechanism (#43727)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-05-27 20:00:19 -07:00 |
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fa2a33b893
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[Quant] Consolidate GPTQ: rename gptq_marlin.py to auto_gptq.py (#38288)
Signed-off-by: Chengyi Nie <cnie@roblox.com>
Co-authored-by: Chengyi Nie <cnie@roblox.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-05-15 08:25:52 +08:00 |
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4d591db470
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[MoE Refactor] Introduce RoutedExperts alias for FusedMoE and don't store SharedExperts in MK (#40735)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
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2026-05-12 13:37:44 -04:00 |
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Yongye Zhu
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739e5945dc
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[Quantization] [Refactor] Create special "GptOssMxfp4MoeMethod" (#39604)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-04-13 12:53:58 -04:00 |
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bnellnm
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7cf56a59a2
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[MoE Refactor] Make SharedExperts class for use with DefaultMoERunner (#35153)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-04-01 09:44:08 -04:00 |
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Michael Goin
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ff1f83b056
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[Refactor] Replace activation: str with MoEActivation enum (#33843)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
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2026-02-11 17:29:32 -08:00 |
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bnellnm
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d1481ba783
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[MoE Refactor] Introduce MoERunner abstraction and move execution logic from FusedMoE to DefaultMoERunner (#32344)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-02-10 19:51:07 -05:00 |
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bnellnmandRobert Shaw
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a57c8228ff
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[Moe Refactor] Make Inplace Flag for FusedMoEModularKernel part of the constructor (#33375)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-02-05 18:07:18 +00:00 |
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杨朱 · KikiandClaude Opus 4.5
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1a7894dbdf
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[Misc] Replace Optional[X] with X | None syntax (#33332)
Signed-off-by: carlory <baofa.fan@daocloud.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
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2026-01-30 01:56:59 -08:00 |
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bnellnm
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dc917cceb8
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[MoE Refactor] Move select_experts from FusedMoEQuantMethod -> FusedMoE (#31996)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-01-22 18:21:35 -05:00 |
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bnellnm
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327a02d8db
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[MoE Refactor] Separate Router into OO Classes (#30623)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-01-18 11:40:49 -05:00 |
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bnellnm
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e74698c27a
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[Misc][Refactor] Add FusedMoERouter object (#30519)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-01-08 20:52:55 +00:00 |
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54c8924384
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[MoE Refactor][5/N] Isolate zero expert to LongCatFlash (#28891)
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Signed-off-by: Dongjie Zou <85092850+baonudesifeizhai@users.noreply.github.com>
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
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2025-12-20 18:22:04 +00:00 |
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tjp_zju
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6ecc1e411b
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[Bugfix] fix _get_quant_method of FusedMoE for deepseekV3.2 on non-NV… (#30057)
Signed-off-by: tjp_zju <tanjianpingzju1990@gmail.com>
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2025-12-14 02:20:51 -08:00 |
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00e5cbb967
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[MoE][Refactor] Remove most arguments to FusedMoEMethodBase.apply (#29066)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2025-12-09 13:48:25 -08:00 |
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Dongjie Zou
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1166c31cc7
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[Bugfix]: Fix glm46 awq marlin moe wna16 compatibility (#30210)
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
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2025-12-09 12:20:21 +00:00 |
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bnellnm
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8f066146c3
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[MoE][Refactor] Make select_experts a non-static method (#29067)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-11-24 13:38:04 -05:00 |
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bnellnm
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938772af03
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[Kernels] Isolate modular kernel code from FusedMoEMethodBase subclasses. (#27123)
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2025-11-04 21:59:45 +08:00 |
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Harry Mellor
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8fcaaf6a16
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Update Optional[x] -> x | None and Union[x, y] to x | y (#26633)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-12 09:51:31 -07:00 |
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Harry Mellor
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d6953beb91
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Convert formatting to use ruff instead of yapf + isort (#26247)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 07:06:22 -07:00 |
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XuruiYangandyangxurui
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845adb3ec6
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[Model] Add LongCat-Flash (#23991)
Signed-off-by: yangxurui <yangxurui@meituan.com>
Co-authored-by: yangxurui <yangxurui@meituan.com>
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2025-09-24 21:53:40 -07:00 |
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bnellnm
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5963b98b46
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[Kernel] Delegate construction of FusedMoEQuantConfig to FusedMoEMethodBase subclasses (#22537)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-09-17 17:43:31 -06:00 |
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Didier Durand
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4979eb79da
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[Doc]: fix typos in various files (#24821)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
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2025-09-15 01:08:52 -07:00 |
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bnellnm
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e9b92dcd89
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[Kernels] Overlap shared experts with send/recv (#23273)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-09-03 12:35:18 -04:00 |
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8fb85b7bb6
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Add routed_scaling_factor to MoE grouped topk (#23123)
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-08-29 21:36:48 -07:00 |
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JartXandMichael Goin
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3462c1c522
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[FIXBUG] Add return_success parameter to moe_wna16_weight_loader function (#22797)
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-08-28 09:03:22 +00:00 |
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bnellnmandMichael Goin
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8ad7285ea2
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[Kernels] Clean up FusedMoeMethodBase and modular kernel setup. Remove extra arguments from modular kernel methods. (#22035)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-08-15 14:46:00 -04:00 |
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Bowen Wang
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e9fd658a73
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[Feature] Expert Parallelism Load Balancer (EPLB) (#18343)
Signed-off-by: Bowen Wang <abmfy@icloud.com>
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2025-06-26 15:30:21 -07:00 |
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Simon Mo
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02f0c7b220
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[Misc] Add SPDX-FileCopyrightText (#19100)
Signed-off-by: simon-mo <simon.mo@hey.com>
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2025-06-03 11:20:17 -07:00 |
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Harry Mellor
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6223dd8114
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Update deprecated type hinting in model_executor/layers (#18056)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-05-13 04:17:23 -07:00 |
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Harry Mellor
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13698db634
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Improve configs - ModelConfig (#17130)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-04-30 10:38:22 +08:00 |
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55dcce91df
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Upstream Llama4 Support to Main (#16113)
Signed-off-by: Aston Zhang <22279212+astonzhang@users.noreply.github.com>
Signed-off-by: Chris Thi <chris.c.thi@gmail.com>
Signed-off-by: drisspg <drisspguessous@gmail.com>
Signed-off-by: Jon Swenson <jmswen@gmail.com>
Signed-off-by: Keyun Tong <tongkeyun@gmail.com>
Signed-off-by: Lu Fang <fanglu@meta.com>
Signed-off-by: Xiaodong Wang <xdwang@meta.com>
Signed-off-by: Yang Chen <yangche@fb.com>
Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com>
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
Signed-off-by: Lu Fang <lufang@fb.com>
Signed-off-by: Lu Fang <fanglu@fb.com>
Signed-off-by: Lucia Fang <fanglu@fb.com>
Signed-off-by: Roger Wang <ywang@roblox.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Lu Fang <fanglu@fb.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-04-07 08:06:27 -07:00 |
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Jee Jee Li
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e0734387fb
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[Bugfix] Fix MoeWNA16Method activation (#14024)
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2025-02-28 15:22:42 +00:00 |
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Jongseok Park
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781096e385
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Expert Parallelism (EP) Support for DeepSeek V2 (#12583)
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2025-02-24 07:33:20 -08:00 |
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Kyle Sayers
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12913d17ba
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[Quant] Add SupportsQuant to phi3 and clip (#13104)
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2025-02-15 19:28:33 -08:00 |
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Michael Goin
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5e5c8e091e
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[Quant][Perf] Use moe_wna16 kernel by default for MoEs with many experts (#13236)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-02-14 12:53:42 -08:00 |
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