 Michael Goin
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2800706f06
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[Refactor] Move NVFP4 GEMM management into NvFp4LinearKernel (#39129)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-04-09 15:05:36 -04:00 |
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Maral
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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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Benjamin Chislettandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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8332078cfd
|
[Bugfix] FlashInfer MXINT4 MoE crashes, missing do_finalize (#39315)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-04-08 20:36:33 -04:00 |
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Wentao Ye
|
2018137242
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[Feature] Batch invariant nvfp4 linear support (#39322)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-04-08 16:29:13 -04:00 |
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zofiaandKunshang Ji
|
ad3304425b
|
[XPU] add xpu backend implementation of mxfp8 quant (#38682)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-04-08 08:30:35 +08:00 |
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Jinzhen Lin
|
7310555482
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[Bugfix] Fix marlin nvfp4 rescaling (#37502)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
|
2026-04-07 08:57:17 -07:00 |
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Wei Zhao
|
0be9516ea4
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[Bug] Fix Trtllm Fp8 MoE Weight Shuffle Memory Fragamentation (#39054)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
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2026-04-07 08:04:08 -04:00 |
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fxmarty-amdandKyle Sayers
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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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e8ebbdde83
|
[Quantization] Add FlashInfer CuteDSL batched experts backend for NVFP4 MoE (#38251)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
|
2026-04-06 11:57:53 -07:00 |
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Wei ZhaoandRobert Shaw
|
1af6f78ae5
|
[Perf] Change Trtllm fp8 MoE to use Shuffled Weights and BlockMajorK Layout (#38993)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-04-05 10:54:31 -04:00 |
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Robert ShawandRobert Shaw
|
968ed02ace
|
[Quantization][Deprecation] Remove Petit NVFP4 (#32694)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-04-05 00:07:45 +00:00 |
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bf8b022e60
|
[Intel][Triton] Support round_int8 for Intel backend (#38825)
Signed-off-by: Mieszko Dziadowiec <mdziadowiec@habana.ai>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-04-03 20:47:35 +08:00 |
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Michael Goin
|
db5d0719e1
|
[Kernel] Add MXFP8 to Marlin GEMM/MoE and refactor Mxfp8LinearOp (#34664)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-04-01 09:41:42 -07:00 |
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Johnny
|
b4a2f3ac36
|
[NVIDIA] Bugfix NVFP4 DGX Spark and RTX50 (#38423)
Signed-off-by: johnnynunez <johnnynuca14@gmail.com>
Signed-off-by: Johnny <johnnynuca14@gmail.com>
|
2026-03-30 09:36:18 -07:00 |
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IriKa
|
148a5c1226
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[Bugfix]fix output Nan/Inf in marlin if dtype=float16 (#33972)
Signed-off-by: IriKa Qiu <qiujie.jq@gmail.com>
|
2026-03-27 16:36:08 -07:00 |
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Gregory Shtrasberg
|
b8665383df
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[ROCm] Fix GPT-OSS import for triton 3.6 (#37453)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
|
2026-03-27 18:00:57 +00:00 |
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Rohan PotdarandAndreas Karatzas
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0e9358c11d
|
{ROCm]: gpt-oss fusion/padding fixes (#38043)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
|
2026-03-27 12:19:15 -04:00 |
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Bowen Bao
|
0ae89f18fd
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[Refactor] Move FusedMoE hidden_size roundup to quant_method (#34285)
Signed-off-by: Bowen Bao <bowenbao@amd.com>
|
2026-03-26 23:38:26 -07:00 |
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Zhewen LiandZhewen Li
|
be1a85b7a2
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Revert "[MoE Kernel] Flashinfer nvfp4 cutedsl moe kernel integration" (#38050) (#38169)
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
|
2026-03-26 07:59:09 -07:00 |
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Vadim Gimpelson
|
52069012fe
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[Bugfix] Fix DeepGemm E8M0 accuracy degradation for Qwen3.5 FP8 on Blackwell (#38083)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
|
2026-03-26 01:21:47 -07:00 |
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|
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7d6917bef5
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[ROCm] Fix MoE kernel test failures on gfx950 (#37833)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com>
|
2026-03-25 13:46:40 -05:00 |
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Yongye Zhu
|
678b3c99e8
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[MoE Kernel] Flashinfer nvfp4 cutedsl moe kernel integration (#38050)
|
2026-03-25 10:16:40 -07:00 |
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RanranandWentao Ye
|
dc6908ac6a
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[Bugfix] Register VLLM_BATCH_INVARIANT in envs.py to fix spurious unknown env var warning (#35007)
Signed-off-by: Ranran <1012869439@qq.com>
Signed-off-by: Ranran <hzz5361@psu.edu>
Signed-off-by: ran <hzz5361@psu.edu>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-03-23 18:31:14 -04:00 |
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Kyle Sayers
|
38364a7e32
|
[Sparse24] [Deprecation] Remove Sparse24 CT integration and kernels (#36799)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
|
2026-03-23 16:03:29 -04:00 |
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Matthias GehreandMichael Goin
|
410d300893
|
[ROCm][Refactor] Enable AWQMarlinConfig on ROCm to use choose_mp_linear_kernel (#36505)
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2026-03-23 15:36:08 +08:00 |
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Wentao Ye
|
77d24c4bfe
|
[Bug] Fix fp8 deepgemm batch invariant (#37718)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-03-22 08:57:20 -04:00 |
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Yongye ZhuandClaude Opus 4.6
|
87bd91892f
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[MoE Refactor] Mxfp4 oracle rebased (#37128)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
|
2026-03-21 03:37:04 +00:00 |
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Michael Goin
|
9482b0b085
|
[Bugfix] Remove assertion for NVFP4 scale dynamic range (#37465)
Signed-off-by: Michael Goin <mgoin64@gmail.com>
|
2026-03-18 15:37:49 -07:00 |
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Chao-Ju ChenandMichael Goin
|
245758992e
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[Bugfix] Rescale NVFP4 weight scales to fix BF16 dequant underflow (#34577)
Signed-off-by: ricky-chaoju <ricky.chen@infinirc.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2026-03-17 20:48:42 +00:00 |
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EdalatiAli
|
e5b807607c
|
[Quant][Feature] Support online MXFP8 quantization for MoE and dense models (#35448)
Signed-off-by: EdalatiAli <aliedalati@cohere.com>
|
2026-03-16 18:07:39 -04:00 |
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|
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fd4d96302a
|
Fix eplb nvfp4 experts hook (#37217)
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
Signed-off-by: Elvir Crncevic <elvir@anthropic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
|
2026-03-16 22:03:54 +00:00 |
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Michael GoinandClaude
|
57431d8231
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[UX] Only show FP4 Marlin fallback warning for w4a4 models (#36806)
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-03-12 05:19:35 -04:00 |
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Hongbin Guo
|
4bf533623b
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[Doc] Fix duplicate words in comments (#36713)
Signed-off-by: Hongbin10 <jdmjdm1998@163.com>
|
2026-03-10 21:28:31 -07:00 |
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Jiayi YanandHarry Mellor
|
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>
|
2026-03-05 17:05:46 +00:00 |
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Kunshang JiandHarry Mellor
|
16d2ad1d38
|
[Hardware] Replace torch.cuda.empty_cache with torch.accelerator.empty_cache (#30681)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-03-04 09:49:47 +00:00 |
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Chuan (Richard) Li
|
5dc3538736
|
[ROCm][Bugfix] Fall back from CK MXFP4 MoE when GEMM dimensions are unsupported (#35893)
Signed-off-by: Li <chuali@amd.com>
|
2026-03-04 08:30:54 +00:00 |
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|
|
97995f6376
|
[MoE Refactor] Create MK for TRTLLM Kernels (#32564)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
|
2026-03-03 10:39:50 -08:00 |
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Wentao Ye
|
05972ea7e5
|
[Refactor] Remove dead or duplicate func utils or variables (#35318)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-02-26 10:57:56 -05:00 |
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Yongye Zhu
|
1976356ee6
|
[MoE Refactor] MXFP4 Cutlass Experts to MK (#34542)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
|
2026-02-25 17:32:39 -08:00 |
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Kunshang Ji
|
8ad54a991b
|
[Platform] Add current_platform.num_compute_units interface (#35042)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
|
2026-02-24 22:22:49 -08:00 |
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danisereb
|
9609b1f18d
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Integrate flashinfer mm_mxfp8 in ModelOpt MXFP8 (#35053)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
|
2026-02-24 08:45:13 -07:00 |
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danisereb
|
a0c7081695
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Fix fallback to default tactic (flashinfer autotuner) with trtllm_fp4_block_scale_moe (#35088)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
|
2026-02-24 07:25:44 -08:00 |
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Michael Goin
|
f72061a19a
|
[UX] More descriptive reasons in is_supported_config for MoE (#34908)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-02-19 15:20:52 -08:00 |
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Roger Wang
|
4fb8beefaa
|
[Bugfix] Fix cutlass fp8 kernel on hopper for Qwen3.5 (#34914)
Signed-off-by: Roger Wang <hey@rogerw.io>
|
2026-02-19 13:34:55 -08:00 |
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Michael Goin
|
caeb887bf6
|
[Bugfix] Fix NVFP4 TRTLLM MoE non-gated support; add gsm8k for Nemotron-3-Nano FP8+NVFP4 (#34725)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-02-18 09:39:22 -08:00 |
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ElizaWszolaandLuka Govedič
|
a88b3be7c4
|
[Bugfix] Fix quant RMS norm fusion for quantization with TMA-aligned scales (#33255)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
|
2026-02-17 23:35:04 -08:00 |
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amitz-nv
|
f120bd42d3
|
[Kernel] Support Flashinfer trtllm fused MoE non gated FP8 & NVFP4 (#33506)
Signed-off-by: amitz-nv <203509407+amitz-nv@users.noreply.github.com>
|
2026-02-12 13:06:58 -08:00 |
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Michael Goin
|
ff1f83b056
|
[Refactor] Replace activation: str with MoEActivation enum (#33843)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
|
2026-02-11 17:29:32 -08:00 |
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Robert ShawandRobert Shaw
|
9b17c57460
|
[ModelBash][DSR1 NVFp4] Removed Bf16 Bias Cast (#34298)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-02-11 05:00:00 +00:00 |
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Tyler Michael SmithandRobert Shaw
|
066c6da6a0
|
[WideEP] Fix nvfp4 DeepEP High Throughput All2All backend (#33738)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-02-10 19:15:43 -08:00 |
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