 Alex Kogan
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7ae75fa6d0
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[Feature] Add support for MoE models in the calibration-free RTN-based quantization (#20766)
Signed-off-by: Alex Kogan <alex.kogan@oracle.com>
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2025-07-25 18:09:34 -07:00 |
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Wentao Ye
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75d29cf4e1
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[Perf] Cuda Kernel for Int8 Per Token Group Quant (#21476)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-07-25 17:07:07 -07:00 |
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Chih-Chieh YangandYu Chin Fabian Lim
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eab2f3980c
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[Model] Replace Mamba2 RMSNorm Gated with Fused Triton Kernel (#20839)
Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
Signed-off-by: Yu Chin Fabian Lim <fabian.lim@gmail.com>
Signed-off-by: Chih-Chieh Yang <7364402+cyang49@users.noreply.github.com>
Co-authored-by: Yu Chin Fabian Lim <fabian.lim@gmail.com>
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2025-07-25 06:49:36 -07:00 |
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Cyrus Leung
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46d81d6951
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[V1] Get supported tasks from model runner instead of model config (#21585)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-07-25 05:36:45 -07:00 |
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Xu Wenqing
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8ed01e32f7
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Add H20-3e fused MoE kernel tuning configs for Qwen3-Coder-480B-A35B-Instruct (#21598)
Signed-off-by: 许文卿 <xwq391974@alibaba-inc.com>
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2025-07-25 02:36:55 -07:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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2212cd6cfb
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[Bugfix] DeepGemm utils : Fix hardcoded type-cast (#21517)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-07-24 20:17:29 -07:00 |
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Burkhard RingleinandThomas Parnell
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ce3a9b1378
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[Kernel] adding fused_moe configs for upcoming granite4 (#21332)
Signed-off-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com>
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2025-07-24 20:16:59 -07:00 |
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Wentao Ye
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633f6e804b
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[Bug] Fix DeepGemm Init Error (#21554)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-07-24 20:07:22 -07:00 |
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Woosuk Kwon
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fe56180c7f
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[MoE] More balanced expert sharding (#21497)
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
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2025-07-24 15:56:08 -07:00 |
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Shu Wang
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1b25f1fe75
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Update flashinfer CUTLASS MoE Kernel (#21408)
Signed-off-by: Shu Wang. <shuw@nvidia.com>
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2025-07-24 08:13:31 -07:00 |
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Nick Hill
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f0f4de8f26
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[Misc] Fix duplicate FusedMoEConfig debug messages (#21455)
Signed-off-by: Nick Hill <nhill@redhat.com>
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2025-07-24 01:27:30 -07:00 |
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Chengji YaoandSimon Mo
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e74bfc70e4
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[TPU][Bugfix] fix moe layer (#21340)
Signed-off-by: Chengji Yao <chengjiyao@google.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
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2025-07-24 00:38:39 -07:00 |
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Michael Goin
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f002e9a870
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[Cleanup] Only log MoE DP setup warning if DP is enabled (#21315)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-07-23 00:02:48 -07:00 |
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Wentao Ye
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774d0c014b
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[Perf] Cuda Kernel for Per Token Group Quant (#21083)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-07-22 07:27:15 -07:00 |
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2c8db17cfd
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[feat]: add SM100 support for cutlass FP8 groupGEMM (#20447)
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
|
2025-07-22 07:27:12 -07:00 |
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Mickaël Seznecandmgoin
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4fb56914c5
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[perf] Add fused MLA QKV + strided layernorm (#21116)
Signed-off-by: Mickael Seznec <mickael@mistral.ai>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2025-07-22 07:07:44 -07:00 |
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Shu Wang
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9e23ad9655
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Update fp4 quantize API (#21327)
Signed-off-by: Shu Wang <shuw@nvidia.com>
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2025-07-21 23:40:21 -07:00 |
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Ming Yang
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e7b2042681
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Revert "[Performance] Performance improvements in non-blockwise fp8 CUTLASS MoE (#20762) (#21334)
Signed-off-by: Ming Yang <minos.future@gmail.com>
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2025-07-21 21:49:01 -07:00 |
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Himanshu Jaju
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0ec82edda5
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[perf] Speed up align sum kernels (#21079)
Signed-off-by: Himanshu Jaju <hj@mistral.ai>
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2025-07-21 11:19:23 -07:00 |
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Zhiyu
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6b46c4b653
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Add Nvidia ModelOpt config adaptation (#19815)
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
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2025-07-21 10:02:58 -04:00 |
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Cyrus Leung
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042af0c8d3
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[Model][1/N] Support multiple poolers at model level (#21227)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-07-21 02:22:21 -07:00 |
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Thomas Parnell
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881e3cbe3b
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[V1] [Hybrid] Enable piecewise CUDA Graph for mamba layers (#21194)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
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2025-07-19 19:27:21 +00:00 |
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Kaixi Houandmgoin
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6d0734c562
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[NVIDIA] Add SM100 Flashinfer MoE blockscale fp8 backend for low latency (#20645)
Signed-off-by: kaixih <kaixih@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2025-07-19 02:33:01 -07:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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dcc6cfb991
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[Kernel][Performance] Tweak MoE Batched silu_mul_fp8_quant_deep_gemm kernel (#21193)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-07-18 23:09:51 -07:00 |
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Woosuk Kwon
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dd572c0ab3
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[V0 Deprecation] Remove V0 Spec Decode workers (#21152)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-07-18 21:47:50 -07:00 |
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Rui Qiao
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217937221b
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Elastic Expert Parallel Initial Support (#20775)
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
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2025-07-18 17:46:09 -07:00 |
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Richard Zou
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b2eb2b5ad7
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[Kernel] Apply torch.Tag.needs_fixed_stride_order only for torch==2.6.0 (#19346)
Signed-off-by: rzou <zou3519@gmail.com>
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2025-07-18 14:10:21 -04:00 |
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Cyrus Leung
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45badd05d0
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[Core] Set pooling params based on task and model (#21128)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-07-18 05:41:17 -07:00 |
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ElizaWszola
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4adc66f64d
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[Bugfix] Allocate less memory in non-batched CUTLASS MoE (#21121)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
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2025-07-18 18:55:52 +08:00 |
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Shu Wangandmgoin
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c7d8724e78
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[Core] FlashInfer CUTLASS fused MoE backend (NVFP4) (#20037)
Signed-off-by: shuw <shuw@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
|
2025-07-17 21:32:45 -07:00 |
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Wentao Ye
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8a8fc94639
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[Log] Debugging Log with more Information (#20770)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-07-18 00:19:46 +00:00 |
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Woosuk Kwon
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4de7146351
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[V0 deprecation] Remove V0 HPU backend (#21131)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
|
2025-07-17 16:37:36 -07:00 |
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Cyrus Leung
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90bd2ab6e3
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[Model] Update pooling model interface (#21058)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-07-17 16:05:40 +00:00 |
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ElizaWszola
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9fb2d22032
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[Performance] Performance improvements in non-blockwise fp8 CUTLASS MoE (#20762)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
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2025-07-17 09:56:44 -04:00 |
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Harry Mellor
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fe8a2c544a
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[Docs] Improve docstring formatting for FusedMoEParallelConfig.make (#21117)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-07-17 04:13:00 -07:00 |
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Asher
|
5a7fb3ab9e
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[Model] Add ToolParser and MoE Config for Hunyuan A13B (#20820)
Signed-off-by: Asher Zhang <asherszhang@tencent.com>
|
2025-07-17 09:10:09 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
11dfdf21bf
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[Kernel] DeepGemm MoE : Integrate triton permute / unpermute kernels (#20903)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-07-17 08:10:37 +00:00 |
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Michael Goin
|
28a6d5423d
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[Bugfix] Fix Machete zero point issue for GPTQ models on SM90 (#21066)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2025-07-16 19:54:45 -07:00 |
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Kevin_Xiong
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c9ba8104ed
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[Bugfix] weight loading use correct tp_group with patch_tensor_parallel_group (#21024)
Signed-off-by: KevinXiong-C <kevin_xiong1997@outlook.com>
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2025-07-16 19:36:36 -07:00 |
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Nir DavidandUri Livne
|
01513a334a
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Support FP8 Quantization and Inference Run on Intel Gaudi (HPU) using INC (Intel Neural Compressor) (#12010)
Signed-off-by: Nir David <ndavid@habana.ai>
Signed-off-by: Uri Livne <ulivne@habana.ai>
Co-authored-by: Uri Livne <ulivne@habana.ai>
|
2025-07-16 15:33:41 -04:00 |
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Cyrus Leung
|
1c3198b6c4
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[Model] Consolidate pooler implementations (#20927)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-07-16 13:39:13 +00:00 |
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Peter Pan
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1eb2b9c102
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[CI] update typos config for CI pre-commit and fix some spells (#20919)
Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>
|
2025-07-15 21:12:40 -07:00 |
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Wentao Ye
|
76ddeff293
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[Doc] Remove duplicate docstring (#21012)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2025-07-15 20:09:13 -07:00 |
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Ming Yang
|
fcb9f879c1
|
[Bugfix] Correct per_act_token in CompressedTensorsW8A8Fp8MoECutlassM… (#20937)
Signed-off-by: Ming Yang <minos.future@gmail.com>
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2025-07-15 19:53:42 -07:00 |
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Tuan, Hoang-TrongandTuan M. Hoang-Trong
|
f29fd8a7f8
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[BugFix] fix 3 issues: (1) using metadata for causal-conv1d, (2) indexing overflow in v1 vLLM, and (3) init_states in v0 (#20838)
Signed-off-by: Tuan M. Hoang-Trong <tmhoangt@us.ibm.com>
Co-authored-by: Tuan M. Hoang-Trong <tmhoangt@us.ibm.com>
|
2025-07-15 16:08:26 -04:00 |
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Thomas Parnell
|
3534c39a20
|
[V1] [Hybrid] Refactor mamba state shape calculation; enable V1 via cli (#20840)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
|
2025-07-15 04:04:35 -07:00 |
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Ruheena Suhani Shaik
|
016b8d1b7f
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Enabled BnB NF4 inference on Gaudi (#20172)
Signed-off-by: Ruheena Suhani Shaik <rsshaik@habana.ai>
|
2025-07-14 20:26:08 -07:00 |
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XiongfeiWei
|
d4170fad39
|
Use w8a8 quantized matmul Pallas kernel (#19170)
Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com>
|
2025-07-15 03:06:33 +00:00 |
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Michael Goin
|
bcdfb2a330
|
[Bugfix] Fix incorrect dispatch for CutlassBlockScaledGroupedGemm and DeepGEMM (#20933)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2025-07-15 01:42:17 +00:00 |
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Thomas Parnell
|
86f3ac21ce
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Fix overflow indexing in causal_conv1d kernel (#20938)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
|
2025-07-14 21:43:07 +00:00 |
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