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394 Commits
Author SHA1 Message Date
Michael Goin 0e3fe896e2 Support Llama 4 for fused_marlin_moe (#20457) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-07-04 07:55:10 +00:00
Jee Jee Li 1caca5a589 [Misc] Add SPDX-FileCopyrightText (#20428) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-04 07:40:42 +00:00
bnellnm 78fe77534b [Kernel] Enable fp8 support for pplx and BatchedTritonExperts. (#18864) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-07-03 14:55:40 -07:00
Jee Jee Li 1819fbda63 [Quantization] Bump to use latest bitsandbytes (#20424) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-03 21:58:46 +08:00
Li, Jiang 0ec3779df7 [Bugfix][CI/CD][CPU] Fix CPU CI tests (#20383) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-07-02 20:11:36 -07:00
bnellnm 2e25bb12a8 [Bugfix] Fix import of CutlassExpertsFp8 in compressed_tensors_moe.py (#20381) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-07-03 02:07:43 +00:00
bnellnmandElizaWszola c1909e7e8c [Kernels] MoE refactor (#19636) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>
 2025-07-02 06:08:27 -07:00
czhu-cohere 3abfe22154 Enable group size 64 for Machete (#20290) 
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
 2025-07-01 18:05:44 -07:00
TJian 02cabff207 [V1] [ROCm] Enable EP with AITER Fused MoE (#20270) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-07-01 16:48:30 +00:00
Kyle Sayers 9025a9a705 [Quant] [Bugfix] Fix quantization config matching with hf_to_vllm_mapper (#20046) 2025-07-01 19:20:34 +09:00
czhu-cohere 9909726d2a Enable ZP Support for Machete (#20268) 
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
 2025-07-01 07:12:20 +00:00
Alex KoganandMichael Goin 27949354fa [Feature] A calibration-free RTN-based quantization for accurate and accelerated INT4/INT8 inference (#18768) 
Signed-off-by: Alex Kogan <alex.kogan@oracle.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-07-01 05:44:38 +00:00
li haoyangandHaoyang Li 1c50e100a9 [Bugfix] fix quark ptpc (#20251) 
Signed-off-by: Haoyang Li <Haoyang.Li@amd.com>
Co-authored-by: Haoyang Li <307790822@qq.com>
 2025-06-30 22:24:50 +09:00
Dipika Sikka 6f2f53a82d [Quantization] Add compressed-tensors NVFP4 MoE Support (#19990) 
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
 2025-06-29 22:05:40 +00:00
Wentao Ye 4d36693687 [Refactor] Create a function util and cache the results for has_deepgemm, has_deepep, has_pplx (#20187) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-06-28 22:06:38 +00:00
Bowen Wang e9fd658a73 [Feature] Expert Parallelism Load Balancer (EPLB) (#18343) 
Signed-off-by: Bowen Wang <abmfy@icloud.com>
 2025-06-26 15:30:21 -07:00
Li, Jiang 0567c8249f [CPU] Fix torch version in x86 CPU backend (#19258) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-06-26 03:34:47 -07:00
Dipika Sikka 02c97d9a92 [Quantization] Add compressed-tensors emulations support for NVFP4 (#19879) 
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
 2025-06-25 14:28:19 -04:00
Wentao Ye 879f69bed3 [Refactor] Remove duplicate ceil_div (#20023) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-06-25 05:19:09 +00:00
Wentao Ye a6c4b87fbc Revert "[Feature] Integrate new deepgemm (#19820)" (#20049) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-06-24 19:45:22 -07:00
Boyuan Feng c01d1c5aba use .dev for version comparison with pytorch nightly release (#20031) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
 2025-06-24 21:52:16 +00:00
Wentao Ye c6e3bba8e6 [Feature] Integrate new deepgemm (#19820) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-06-24 12:51:56 -07:00
Jun-Howie dd2ccf8dde Feat Dynamic Quantization for MoE Layers in GPTQ Marlin Backend (#19395) 2025-06-24 07:23:28 +09:00
Dipika Sikka 6bc7b57315 [Quantization] Remove FP4 emulation; Fall-back to marlin for device < 100 (#19563) 2025-06-16 17:33:51 -04:00
Szymon Ożóg dec66d253b [Kernel] GGUF MMVQ kernel for multiple input vectors (#18754) 
Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
 2025-06-16 17:33:26 +08:00
Boyuan Feng ce688ad46e use base version for version comparison (#19587) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
 2025-06-13 15:09:34 +08:00
mobicham 96846bb360 Fix TorchAOConfig skip layers (#19265) 
Signed-off-by: mobicham <hicham@mobiuslabs.com>
 2025-06-12 22:22:53 +08:00
Jee Jee Li 73e2e0118f [Quantization] Improve AWQ logic (#19431) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-06-12 11:02:11 +00:00
rasmith 2e090bd5df [AMD][Kernel][BugFix] fix test_rocm_compressed_tensors_w8a8 for rocm (#19509) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2025-06-12 07:14:24 +00:00
Varun Sundar RabindranathandVarun Sundar Rabindranath e5d35d62f5 [BugFix] Force registration of w8a8_block_fp8_matmul_deepgemm via lazy import (#19514) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-06-12 04:28:12 +00:00
Ning Xie 2f1c19b245 [CI] change spell checker from codespell to typos (#18711) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-06-11 19:57:10 -07:00
bnellnm 29fa5cac1c [Kernels] Add activation chunking logic to FusedMoEModularKernel (#19168) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-06-11 12:53:10 -04:00
artetaout b8e809a057 [Kernel] Support deep_gemm for linear methods (#19085) 
Signed-off-by: artetaout <lulala341@gmail.com>
 2025-06-11 15:14:45 +08:00
Jee Jee LiIsotr0pygemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 		b6553be1bc [Misc] Slight improvement of the BNB (#19418) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-06-10 13:51:49 +00:00
Varun Sundar RabindranathandVarun 5cf2daea9a [Misc] Fixes and Optimizations for DeepEP + DeepGEMM combination. (#19298) 
Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun <vsundarr@redhat.com>
 2025-06-09 10:50:39 -04:00
Dipika Sikka c123bc33f9 [Quantization] Add compressed-tensors NVFP4 support (#18312) 2025-06-08 09:05:55 -04:00
ElizaWszolaandTyler Michael Smith 84166fee97 [Kernel] Integrate CUTLASS MoE kernel with PPLX (#18762) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-06-06 18:26:11 -07:00
Dipika Sikka 94870359cd [Quantization] Bump compressed-tensors version; update NVFP4A16 test model (#19224) 
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
 2025-06-06 01:21:54 -07:00
Jerry Zhang c8134bea15 Fix AOPerModuleConfig name changes (#18869) 
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
 2025-06-05 18:51:32 -07:00
Varun Sundar RabindranathandVarun c3fd4d669a [Kernel] Integrate batched/masked deepgemm kernel (#19111) 
Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun <vsundarr@redhat.com>
 2025-06-04 21:59:18 +00:00
Lain 5f2cd251d2 Sm100 blockwise fp8 swap ab (#18564) 2025-06-04 07:48:45 -07:00
Varun Sundar RabindranathandVarun Sundar Rabindranath fa98d77773 [Kernel] DeepEP dispatch-combine kernel integration (#18434) 
Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-06-03 12:30:02 -07:00
Simon Mo 02f0c7b220 [Misc] Add SPDX-FileCopyrightText (#19100) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-06-03 11:20:17 -07:00
Charlie Fu 306d60401d [ROCm][Kernel] Add gfx950 support for skinny gemms (#18010) 
Signed-off-by: charlifu <charlifu@amd.com>
 2025-05-31 07:40:05 -07:00
rongfu.leng 7f21e8052b [Misc] add group_size is -1 in awq quantization (#18910) 
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
 2025-05-30 17:34:22 +00:00
Michael Goin 4d0a1541be [Bugfix] Remove NVFP4 scales assertions to fix load_format=dummy (#18861) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-30 13:37:36 +08:00
Wenhua Cheng 3de3eadf5b improve the robustness of parsing vlms config in AutoRound (#18894) 
Signed-off-by: wenhuach21 <wenhua.cheng@intel.com>
 2025-05-29 19:24:47 -07:00
Satyajith Chilappagari e0cbad4e30 [Neuron] Support quantization on neuron (#18283) 
Signed-off-by: Satyajith Chilappagari <satchill@amazon.com>
 2025-05-27 22:10:33 +00:00
vllmellm d260f799a9 [FEAT] [ROCm] Upgrade AITER Fused MoE kernels. (#18271) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-05-26 23:14:07 -07:00
Isotr0py 1f1b1bc03b [V1][Quantization] Add CUDA graph compatible v1 GGUF support (#18646) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-05-27 04:40:28 +00:00