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371 Commits
Author SHA1 Message Date
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
Cyrus Leung 503f8487c2 [Misc] Reduce logs on startup (#18649) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-24 23:03:53 -07:00
Wenhua Cheng ec82c3e388 FIX MOE issue in AutoRound format (#18586) 
Signed-off-by: wenhuach21 <wenhua.cheng@intel.com>
 2025-05-23 22:01:40 -07:00
Feng XiaoLongandCrucifixion-Fxl 4fc1bf813a [Bugfix] Migrate to REGEX Library to prevent catastrophic backtracking (#18454) 
Signed-off-by: Crucifixion-Fxl <xmufxl@gmail.com>
Co-authored-by: Crucifixion-Fxl <xmufxl@gmail.com>
 2025-05-23 16:16:26 -07:00
youkaichao 6a7988c55b Refactor pplx init logic to make it modular (prepare for deepep) (#18200) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-05-23 23:43:43 +08:00
Kay Yan 7ab056c273 [Hardware][CPU] Update intel_extension_for_pytorch 2.7.0 and move to requirements/cpu.txt (#18542) 
Signed-off-by: Kay Yan <kay.yan@daocloud.io>
 2025-05-23 04:38:42 -07:00
Michael Goin f4a8a37465 [Minor] Rename quantization nvfp4 to modelopt_fp4 (#18356) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-20 09:08:37 -07:00
Random Fly bca55b556f [Bugfix] fix adding bias twice in ipex GPTQ quantization (#18363) 
Signed-off-by: rand-fly <randfly@outlook.com>
 2025-05-20 00:54:33 -07:00
Wenhua Cheng e2ee1e8e9e [Feature]Add support for models quantized with AutoRound (#17850) 
Signed-off-by: wenhuach21 <wenhua.cheng@intel.com>
 2025-05-19 09:38:53 -07:00
Lain e23564cb70 use ceil_div in cutlass block scaling shape check (#17918) 2025-05-16 03:02:58 -07:00
Jerry Zhang 7974736740 Add support for loading torchao models with AOPerModuleConfig (#17826) 
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
 2025-05-14 16:24:59 -07:00
bnellnm f9c069c85e Modularize fused experts and integrate PPLX kernels (#15956) 2025-05-14 13:11:54 -07:00
TJianandGregory Shtrasberg 612c2edb4f [FEAT] [ROCm]: Add AITER CK 2 Stages MoE support (#17110) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-05-14 03:03:11 -07:00
Michael Goin 9a2a6357de [Bugfix] Fix FP8 Marlin MoE and enable for compressed-tensors models (#18026) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-13 19:48:33 -07:00
Pavani Majety 65f0f74b66 [Hardware/NVIDIA/Modelopt] Fix modelopt forward method for v1 torch.compile (#18101) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
 2025-05-13 19:33:00 -07:00
vllmellmandtjtanaa 40de1ef455 [FEAT] [ROCm]: Add AITER Block-Scaled GEMM Feature (#14968) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-05-13 19:08:20 -07:00
Harry Mellor 6223dd8114 Update deprecated type hinting in model_executor/layers (#18056) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-13 04:17:23 -07:00
Michael Goin ea6ae8cb45 [Bugfix] Fix marlin moe fallback logic for llama4 (#18042) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-13 07:53:28 +00:00
Michael Goin 1df491c522 [Bugfix] Fixes for new marlin moe usage (#18017) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-13 03:50:04 +00:00
Michael GoinandDipika 307939f299 Use NVFP4 Marlin for CompressedTensorsW4A16Fp4 (#18000) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
Co-authored-by: Dipika <dipikasikka1@gmail.com>
 2025-05-12 18:07:34 -06:00
Michael Goin f065de4e88 Fix FBGEMM integration (#18002) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-12 23:02:07 +00:00
Dipika Sikka cd3edfc908 [Misc] Add compressed-tensors NVFP4A16 emulation support (#17914) 
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
 2025-05-11 15:58:38 +08:00
Jinzhen Lin d74e5f37bc [Kernel] fp4 marlin kernel (#17687) 
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
 2025-05-10 19:58:49 -07:00
Pavani Majety 0c0fdae84f [Hardware/NVIDIA/Kernel] Enable nvidia/DeepSeek-R1-FP4 Model (#16362) 2025-05-09 16:24:41 -07:00