 ZedongLiuandGitHub
|
9c450b1027
|
[Kernel][Bugfix] Fix INT8 per-token-head KV cache rounding in Triton reshape-and-cache (#45361)
Signed-off-by: ZedongLiu <113341356+Zedong-Liu@users.noreply.github.com>
|
2026-06-21 15:59:40 -04:00 |
|
|
|
8d4f54966c
|
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>
|
2026-06-18 20:12:28 +08:00 |
|
|
|
8dd8b6ed78
|
[XPU] Fix FP8 block-scaled scheme selection on non-CUDA platforms (#43958)
Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-06-18 10:16:20 +08:00 |
|
|
Wentao YeandGitHub
|
2659f60a1a
|
[Refactor] Remove dead quantization code and tests (#45454)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-06-17 16:12:01 -04:00 |
|
|
|
bcb518ad7a
|
[quant][autoround]Refactor INC quantization into package with INCScheme orchestrator (#40601)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
Signed-off-by: Zhenzhong1 <zhenzhong.xu@intel.com>
Signed-off-by: Zhenzhong Xu <zhenzhong.xu@intel.com>
Co-authored-by: n1ck-guo <heng.guo@intel.com>
Co-authored-by: Zhenzhong1 <zhenzhong.xu@intel.com>
|
2026-06-17 21:51:32 +08:00 |
|
|
|
c5e5c33fcd
|
[Bugfix][MoE] Restore routed output unpadding before shared expert add (#45707)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-06-16 16:06:28 +03:00 |
|
|
|
3f53e2138f
|
[Refactor] Remove Fp8OnlineLinearMethod as scheduled (#45463)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-06-16 04:35:58 -07:00 |
|
|
RoyWangandGitHub
|
a3195fab7b
|
[AMD][Bugfix][Quantization] Honor fused-name match in is_layer_skipped (#43981)
|
2026-06-15 09:37:52 -07:00 |
|
|
Yuwen ZhouandGitHub
|
0cd9b7af25
|
[CPU] Support CPU W4A16 INT4 MoE (#43409)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
|
2026-06-12 07:12:37 +00:00 |
|
|
Harry MellorandGitHub
|
03878d1c22
|
Deprecations for v0.23 and v0.24 (#44992)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-06-11 14:35:38 +00:00 |
|
|
bnellnmandGitHub
|
dc68bd8c41
|
[MoE Refactor] FusedMoE/MoERunner inversion refactor (#41184)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-06-08 10:42:58 -04:00 |
|
|
|
753e9d55e6
|
[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>
|
2026-06-08 22:42:11 +08:00 |
|
|
Dipika SikkaandGitHub
|
e68988a248
|
Refactor CT NVFP4 linear to use a single class (#42443)
|
2026-06-04 08:25:08 -04:00 |
|
|
|
3099de3617
|
[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>
|
2026-06-02 17:12:08 -04:00 |
|
|
Wei-Ming ChenandGitHub
|
6f5b533241
|
Add LM head quantization support for ModelOpt (#42124)
Signed-off-by: weimingc <17592131+meenchen@users.noreply.github.com>
|
2026-05-26 09:21:05 -07:00 |
|
|
Hank_andGitHub
|
b3269454b1
|
[chores][log] change registry log from warning to debug (#43045)
Signed-off-by: Hank <hcc.mayday@gmail.com>
|
2026-05-26 00:13:46 -07:00 |
|
|
Juhi MittalandGitHub
|
e203006a8b
|
[Quantization][ModelOpt] W4A16 NVFP4 fused MoE + mixed-precision dispatch (#42566)
Signed-off-by: Juhi Mittal <juhim@nvidia.com>
|
2026-05-22 20:51:49 +00:00 |
|
|
|
68e07d5916
|
[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>
|
2026-05-21 16:58:09 +08:00 |
|
|
Dipika SikkaandGitHub
|
df84fb07a6
|
Remove additional dead code as a follow-up to #42889 (#43144)
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
|
2026-05-20 10:01:45 -04:00 |
|
|
Bowen BaoandGitHub
|
a2c8fc6657
|
[ROCm][Quantization][3/N] Refactor quark_moe w4a4 w/ oracle (#41436)
Signed-off-by: Bowen Bao <bowenbao@amd.com>
|
2026-05-18 13:46:13 -04:00 |
|
|
Yuwen ZhouandGitHub
|
88a860d754
|
[CPU] Add MXFP4 W4A16 MoE support (#41922)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
Signed-off-by: Yuwen Zhou <yuwen.zhou@intel.com>
|
2026-05-18 03:04:45 -07:00 |
|
|
|
fa2a33b893
|
[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>
|
2026-05-15 08:25:52 +08:00 |
|
|
Michael GoinandGitHub
|
8efd508204
|
[Quantization] Rework quantization_config to use QuantKey and allow for activation override (#41566)
|
2026-05-13 16:58:32 -04:00 |
|
|
|
40330967ab
|
[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>
|
2026-05-13 11:17:36 -07:00 |
|
|
hissu-hyvarinenandGitHub
|
0a62f5eec9
|
[AMD] skip machete tests for rocm (#42326)
Signed-off-by: Hissu Hyvarinen <hissu.hyvarinen@amd.com>
|
2026-05-13 12:11:03 +00:00 |
|
|
Dipika SikkaandGitHub
|
a7b801e26d
|
[MXFP4] Support for linear layers + compressed-tensors integration (#41664)
|
2026-05-12 07:49:33 -04:00 |
|
|
Juhi MittalandGitHub
|
7a2b596982
|
[Quantization] Add ModelOpt NVFP4 W4A16 (4-bit weights, fp16/bf16 activations) support (#41769)
Signed-off-by: Juhi Mittal <juhim@nvidia.com>
|
2026-05-09 21:15:50 +00:00 |
|
|
Kyle SayersandGitHub
|
c1819ca283
|
[Compressed Tensors] Allow configs with non-explicit ignores (#41965)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
|
2026-05-07 14:03:45 -07:00 |
|
|
Yuwen ZhouandGitHub
|
713b28bd0b
|
[CPU] Add FP8 W8A16 MoE support (#41314)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
|
2026-05-06 23:17:07 -07:00 |
|
|
Yuwen ZhouandGitHub
|
809b98e5b7
|
[CPU] Add FP8 W8A16 linear support (#41186)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
|
2026-05-06 07:05:27 +00:00 |
|
|
|
4f2af1a7c0
|
[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>
|
2026-05-04 20:14:01 -04:00 |
|
|
Andreas KaratzasandGitHub
|
6ec9bbec38
|
[CI] Stabilize cpu offload compressed tensors test (#41102)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
|
2026-05-04 05:22:42 +00:00 |
|
|
Hemanth AcharyaandGitHub
|
6841f5dc77
|
[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>
|
2026-04-29 16:07:46 -07:00 |
|
|
Andreas KaratzasandGitHub
|
5e2c37facd
|
[ROCm][CI] Add missing quantization methods and fix online quant test failures (#39801)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
|
2026-04-27 15:08:57 -05:00 |
|
|
ojhaanshikaandGitHub
|
592ae6805c
|
Cutlass W4A16 (Machete) Tests (#35450)
Signed-off-by: Anshika Ojha <anshikao@nvidia.com>
|
2026-04-27 05:15:29 +00:00 |
|
|
Andreas KaratzasandGitHub
|
a943839e9a
|
[ROCm][CI] Introducing new MI300 nodes (#39531)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
|
2026-04-20 16:09:58 +08:00 |
|
|
Dan AlistarhandGitHub
|
ed0622e3a8
|
[Attention] TurboQuant: remove redundant random signs, add prior art attribution (#40194)
Signed-off-by: Dan Alistarh <d.alistarh@gmail.com>
|
2026-04-18 14:31:59 -04:00 |
|
|
|
251c18d1f8
|
skip fp8e4b15 on xpu (#39957)
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-04-17 16:55:08 +00:00 |
|
|
Asaf GardinandGitHub
|
ad2b1277f9
|
[Quantization] Consolidate experts_int8 with fp8 online quantization (#38463)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
|
2026-04-16 13:12:20 -07:00 |
|
|
Zhenzhong XuandGitHub
|
60995c05b4
|
[Quantization][Autoround][CPU] Add W4A16 Support (#38192)
Signed-off-by: Zhenzhong1 <zhenzhong.xu@intel.com>
Signed-off-by: Zhenzhong Xu <zhenzhong.xu@intel.com>
|
2026-04-15 18:38:31 +08:00 |
|
|
wliao2andGitHub
|
3abf858443
|
[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>
|
2026-04-15 11:02:35 +08:00 |
|
|
|
f4b42df048
|
[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>
|
2026-04-14 19:57:13 -07:00 |
|
|
|
240f2636ca
|
[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>
|
2026-04-14 11:49:56 -07:00 |
|
|
EdalatiAliandGitHub
|
df1e30e74b
|
[Quant] add CompressedTensorsW8A8Mxfp8 for linear and MoE layers (#38815)
Signed-off-by: EdalatiAli <aliedalati@cohere.com>
|
2026-04-11 17:21:36 -06:00 |
|
|
PikaPikachuandGitHub
|
827268e98d
|
[Quantization] Support Quark W8A8 INT8 MoE inference (#36320)
Signed-off-by: kangletian <Letian.Kang@amd.com>
|
2026-04-09 17:24:43 +00:00 |
|
|
MaralandGitHub
|
2e9034c998
|
[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>
|
2026-04-09 08:50:39 +08:00 |
|
|
|
00d7b497b3
|
[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>
|
2026-04-06 16:18:27 -06:00 |
|
|
Vasiliy KuznetsovandGitHub
|
7b1a7423be
|
[Frontend] new online quantization frontend (#38138)
Signed-off-by: Vasiliy Kuznetsov <vasiliy@meta.com>
|
2026-04-03 11:58:39 -04:00 |
|
|
|
2ce3d0ce36
|
[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>
|
2026-04-02 08:13:26 -04:00 |
|
|
|
d9b90a07ac
|
[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>
|
2026-03-31 15:43:33 -04:00 |
|