 bnellnmandGitHub
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dc68bd8c41
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[MoE Refactor] FusedMoE/MoERunner inversion refactor (#41184)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-06-08 10:42:58 -04:00 |
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753e9d55e6
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[Quantization] add online fp8 ptpc (#44132)
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-08 22:42:11 +08:00 |
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Dipika SikkaandGitHub
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e68988a248
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Refactor CT NVFP4 linear to use a single class (#42443)
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2026-06-04 08:25:08 -04:00 |
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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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Wei-Ming ChenandGitHub
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6f5b533241
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Add LM head quantization support for ModelOpt (#42124)
Signed-off-by: weimingc <17592131+meenchen@users.noreply.github.com>
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2026-05-26 09:21:05 -07:00 |
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Hank_andGitHub
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b3269454b1
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[chores][log] change registry log from warning to debug (#43045)
Signed-off-by: Hank <hcc.mayday@gmail.com>
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2026-05-26 00:13:46 -07:00 |
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Juhi MittalandGitHub
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e203006a8b
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[Quantization][ModelOpt] W4A16 NVFP4 fused MoE + mixed-precision dispatch (#42566)
Signed-off-by: Juhi Mittal <juhim@nvidia.com>
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2026-05-22 20:51:49 +00:00 |
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68e07d5916
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[Bug] Fix ci issue assert output_size is not None AssertionError (#43261)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-05-21 16:58:09 +08:00 |
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Dipika SikkaandGitHub
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df84fb07a6
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Remove additional dead code as a follow-up to #42889 (#43144)
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
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2026-05-20 10:01:45 -04:00 |
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Bowen BaoandGitHub
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a2c8fc6657
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[ROCm][Quantization][3/N] Refactor quark_moe w4a4 w/ oracle (#41436)
Signed-off-by: Bowen Bao <bowenbao@amd.com>
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2026-05-18 13:46:13 -04:00 |
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Yuwen ZhouandGitHub
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88a860d754
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[CPU] Add MXFP4 W4A16 MoE support (#41922)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
Signed-off-by: Yuwen Zhou <yuwen.zhou@intel.com>
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2026-05-18 03:04:45 -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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Michael GoinandGitHub
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8efd508204
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[Quantization] Rework quantization_config to use QuantKey and allow for activation override (#41566)
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2026-05-13 16:58:32 -04:00 |
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40330967ab
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[Quark] Support loading Quark NVFP4 checkpoints in vLLM (#35859)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Kyle Sayers <kylesayrs@gmail.com>
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2026-05-13 11:17:36 -07:00 |
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hissu-hyvarinenandGitHub
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0a62f5eec9
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[AMD] skip machete tests for rocm (#42326)
Signed-off-by: Hissu Hyvarinen <hissu.hyvarinen@amd.com>
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2026-05-13 12:11:03 +00:00 |
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Dipika SikkaandGitHub
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a7b801e26d
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[MXFP4] Support for linear layers + compressed-tensors integration (#41664)
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2026-05-12 07:49:33 -04:00 |
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Juhi MittalandGitHub
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7a2b596982
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[Quantization] Add ModelOpt NVFP4 W4A16 (4-bit weights, fp16/bf16 activations) support (#41769)
Signed-off-by: Juhi Mittal <juhim@nvidia.com>
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2026-05-09 21:15:50 +00:00 |
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Kyle SayersandGitHub
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c1819ca283
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[Compressed Tensors] Allow configs with non-explicit ignores (#41965)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2026-05-07 14:03:45 -07:00 |
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Yuwen ZhouandGitHub
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713b28bd0b
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[CPU] Add FP8 W8A16 MoE support (#41314)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
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2026-05-06 23:17:07 -07:00 |
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Yuwen ZhouandGitHub
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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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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 KaratzasandGitHub
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6ec9bbec38
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[CI] Stabilize cpu offload compressed tensors test (#41102)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-05-04 05:22:42 +00:00 |
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Hemanth AcharyaandGitHub
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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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Andreas KaratzasandGitHub
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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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ojhaanshikaandGitHub
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592ae6805c
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Cutlass W4A16 (Machete) Tests (#35450)
Signed-off-by: Anshika Ojha <anshikao@nvidia.com>
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2026-04-27 05:15:29 +00:00 |
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Andreas KaratzasandGitHub
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a943839e9a
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[ROCm][CI] Introducing new MI300 nodes (#39531)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-04-20 16:09:58 +08:00 |
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Dan AlistarhandGitHub
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ed0622e3a8
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[Attention] TurboQuant: remove redundant random signs, add prior art attribution (#40194)
Signed-off-by: Dan Alistarh <d.alistarh@gmail.com>
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2026-04-18 14:31:59 -04:00 |
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251c18d1f8
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skip fp8e4b15 on xpu (#39957)
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-04-17 16:55:08 +00:00 |
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Asaf GardinandGitHub
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ad2b1277f9
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[Quantization] Consolidate experts_int8 with fp8 online quantization (#38463)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
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2026-04-16 13:12:20 -07:00 |
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Zhenzhong XuandGitHub
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60995c05b4
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[Quantization][Autoround][CPU] Add W4A16 Support (#38192)
Signed-off-by: Zhenzhong1 <zhenzhong.xu@intel.com>
Signed-off-by: Zhenzhong Xu <zhenzhong.xu@intel.com>
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2026-04-15 18:38:31 +08:00 |
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wliao2andGitHub
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3abf858443
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[Test] Refactor hard coded device string in test files under compile/quantization/models/model_executor folders (#38901)
Signed-off-by: Liao, Wei <wei.liao@intel.com>
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2026-04-15 11:02:35 +08:00 |
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f4b42df048
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[Attention Backend] TurboQuant: 2-bit KV cache compression with 4x capacity (#38479)
Signed-off-by: vibhavagarwal5 <vibhavagarwal5@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-04-14 19:57:13 -07:00 |
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240f2636ca
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[Kernel] Support TRTLLM GEN NVFP4 MoE for non-512-aligned hidden dims via weight padding (#39510)
Signed-off-by: root <root@lyris0017.lyris.clusters.nvidia.com>
Signed-off-by: Daniel Afrimi <dafrimi@nvidia.com>
Co-authored-by: root <root@lyris0017.lyris.clusters.nvidia.com>
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2026-04-14 11:49:56 -07:00 |
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EdalatiAliandGitHub
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df1e30e74b
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[Quant] add CompressedTensorsW8A8Mxfp8 for linear and MoE layers (#38815)
Signed-off-by: EdalatiAli <aliedalati@cohere.com>
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2026-04-11 17:21:36 -06:00 |
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PikaPikachuandGitHub
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827268e98d
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[Quantization] Support Quark W8A8 INT8 MoE inference (#36320)
Signed-off-by: kangletian <Letian.Kang@amd.com>
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2026-04-09 17:24:43 +00:00 |
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MaralandGitHub
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2e9034c998
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[W8A8 Block Linear Refactor][2/N] Remove W8A8Fp8BlockLinearOp and adopt Fp8 block linear kernel selections. (#33892)
Signed-off-by: maral <maralbahari.98@gmail.com>
Signed-off-by: Maral <maralbahari.98@gmail.com>
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2026-04-09 08:50:39 +08:00 |
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00d7b497b3
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[NVFP4] Support NVFP4 dense models from modelopt and compressed-tensors on AMD Instinct MI300, MI355X and Hopper through emulation (#35733)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Kyle Sayers <kylesayrs@gmail.com>
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2026-04-06 16:18:27 -06:00 |
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Vasiliy KuznetsovandGitHub
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7b1a7423be
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[Frontend] new online quantization frontend (#38138)
Signed-off-by: Vasiliy Kuznetsov <vasiliy@meta.com>
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2026-04-03 11:58:39 -04:00 |
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2ce3d0ce36
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[Feature] KV cache per-token-head INT8/FP8 quantization (#38378)
Signed-off-by: JartX <sagformas@epdcenter.es>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: yangyang4991 <yangyang4991@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
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2026-04-02 08:13:26 -04:00 |
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d9b90a07ac
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[MoE Refactor] Migrate Unquantized to Full Oracle Flow (#36286)
Signed-off-by: Yifan Zong <yzong@redhat.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: yzong-rh <yzong@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
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2026-03-31 15:43:33 -04:00 |
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dbdd9ae067
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[ROCm][Bugfix] fix exception related to trust_remote_code for MiniMax-M2.1-MXFP4 (#37698)
Signed-off-by: Hongxia Yang <hongxiay.yang@amd.com>
Co-authored-by: Hongxia Yang <hongxiay.yang@amd.com>
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2026-03-30 15:49:23 +00:00 |
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e8b055a5ac
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[Bugfix] Handle ParallelLMHead in compressed-tensors get_quant_method (#37291)
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-03-30 07:30:52 -07:00 |
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Jonas M. KüblerandGitHub
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98e7f223b9
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enable skipping of SW attention layers when using FP8 KV cache (#33695)
Signed-off-by: Jonas Kuebler <kuebj@amazon.com>
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2026-03-27 07:25:02 -06:00 |
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Li, JiangandGitHub
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becaed6ec8
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[CPU] Support CT W4A16 on CPU MP kernel (#38219)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2026-03-27 14:15:28 +08:00 |
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Kyle SayersandGitHub
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38364a7e32
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[Sparse24] [Deprecation] Remove Sparse24 CT integration and kernels (#36799)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2026-03-23 16:03:29 -04:00 |
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eeee5b262d
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[Quantization][Deprecation] Remove PTPC FP8 (#32700)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
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2026-03-21 22:10:16 +00:00 |
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Andreas KaratzasandGitHub
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040a505ff5
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[ROCm][CI] Cleaning and restructuring amd-ci legacy pipeline (#34839)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-03-19 14:30:58 -05:00 |
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Kunshang JiandGitHub
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53ec16a705
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[Hardware] Replace torch.cuda.device_count/current_device/set_device API (#36145)
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-03-12 07:57:47 -07:00 |
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Harry MellorandGitHub
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f83b933b84
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[CI] Bump mypy version to 1.19.1 (#36104)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-03-10 09:18:28 -07:00 |
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6a895197fa
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[Bugfix][CI] fix typos (#34934)
Signed-off-by: 1195343015 <1195343015@qq.com>
Signed-off-by: Jiayi Yan <66017932+1195343015@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-03-05 17:05:46 +00:00 |
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