Michael Goin and GitHub
dae9ec464c
Temporarily disable test_awq_gemm_opcheck ( #14251 )
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Signed-off-by: mgoin <mgoin64@gmail.com >
2025-03-05 06:10:35 +00:00
Tyler Michael Smith and GitHub
72c62eae5f
[V1] EP/TP MoE + DP Attention ( #13931 )
2025-03-04 21:27:26 -08:00
TJian and GitHub
848a6438ae
[ROCm] Faster Custom Paged Attention kernels ( #12348 )
2025-03-03 09:24:45 -08:00
Harry Mellor and GitHub
cf069aa8aa
Update deprecated Python 3.8 typing ( #13971 )
2025-03-02 17:34:51 -08:00
YajieWang and GitHub
6a92ff93e1
[Misc][Kernel]: Add GPTQAllSpark Quantization ( #12931 )
2025-02-28 22:30:59 -08:00
Michael Goin and GitHub
788f284b53
Fix test_block_fp8.py test for MoE ( #13915 )
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Signed-off-by: mgoin <mgoin64@gmail.com >
2025-02-27 18:00:00 +08:00
Lucas Wilkinson and GitHub
f95903909f
[Kernel] FlashMLA integration ( #13747 )
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Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com >
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com >
2025-02-27 10:35:08 +08:00
Gregory Shtrasberg and GitHub
aabeb2688f
[ROCm][Quantization][Kernel] Using HIP FP8 header ( #12593 )
2025-02-25 00:39:59 -08:00
Harry Mellor and GitHub
cdc1fa12eb
Remove unused kwargs from model definitions ( #13555 )
2025-02-24 17:13:52 -08:00
Jongseok Park and GitHub
781096e385
Expert Parallelism (EP) Support for DeepSeek V2 ( #12583 )
2025-02-24 07:33:20 -08:00
Sage Moore and GitHub
558db8083c
[V1][Kernel] Refactor the prefix_prefill kernel so that the caller no longer has to pass in the context lengths ( #13095 )
2025-02-22 05:25:41 -08:00
Kaixi Hou and GitHub
e109e598c7
[NVIDIA] Support nvfp4 cutlass gemm ( #13571 )
2025-02-22 05:24:05 -08:00
288cc6c234
[Attention] MLA with chunked prefill ( #12639 )
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Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com >
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com >
Co-authored-by: Patrick Horn <patrick.horn@gmail.com >
Co-authored-by: simon-mo <xmo@berkeley.edu >
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com >
2025-02-21 15:30:12 -08:00
Liangfu Chen and GitHub
3809458456
[Bugfix] Fix invalid rotary embedding unit test ( #13431 )
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Signed-off-by: Liangfu Chen <liangfc@amazon.com >
2025-02-18 11:52:03 +00:00
youkaichao and GitHub
124776ebd5
[ci] skip failed tests for flashinfer ( #13352 )
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Signed-off-by: youkaichao <youkaichao@gmail.com >
2025-02-16 22:09:15 +08:00
wchen61 and GitHub
dc0f7ccf8b
[BugFix] Enhance test_pos_encoding to support execution on multi-devices ( #13187 )
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Signed-off-by: wchen61 <wchen61@foxmail.com >
2025-02-16 08:59:49 +00:00
Tyler Michael Smith and GitHub
c1e37bf71b
[Kernel][Bugfix] Refactor and Fix CUTLASS 2:4 Sparse Kernels ( #13198 )
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com >
2025-02-14 00:01:14 +00:00
Kaixi Hou and GitHub
4fc5c23bb6
[NVIDIA] Support nvfp4 quantization ( #12784 )
2025-02-12 19:51:51 -08:00
aff404571b
Add Bamba Model ( #10909 )
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Signed-off-by: Yu Chin Fabian Lim <flim@sg.ibm.com >
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com >
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com >
2025-02-06 15:22:42 -08:00
Isotr0py and GitHub
85ac82d228
[Kernel] Make rotary_embedding ops more flexible with input shape ( #12777 )
2025-02-06 08:46:13 -08:00
75e94309e8
[Perf] Mem align KV caches for CUDA devices (MLA perf improvement) ( #12676 )
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Signed-off-by: simon-mo <xmo@berkeley.edu >
Signed-off-by: Lucas Wilkinson <lcwilkins@redhat.com >
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com >
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com >
Co-authored-by: simon-mo <xmo@berkeley.edu >
2025-02-04 18:22:24 -08:00
c36ac98d01
[AMD][ROCm] Enable DeepSeek model on ROCm ( #12662 )
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Signed-off-by: Hongxia Yang <hongxia.yang@amd.com >
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com >
2025-02-04 08:24:11 +00:00
Russell Bryant and GitHub
e489ad7a21
[Misc] Add SPDX-License-Identifier headers to python source files ( #12628 )
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- **Add SPDX license headers to python source files**
- **Check for SPDX headers using pre-commit**
commit 9d7ef44c3cfb72ca4c32e1c677d99259d10d4745
Author: Russell Bryant <rbryant@redhat.com >
Date: Fri Jan 31 14:18:24 2025 -0500
Add SPDX license headers to python source files
This commit adds SPDX license headers to python source files as
recommended to
the project by the Linux Foundation. These headers provide a concise way
that is
both human and machine readable for communicating license information
for each
source file. It helps avoid any ambiguity about the license of the code
and can
also be easily used by tools to help manage license compliance.
The Linux Foundation runs license scans against the codebase to help
ensure
we are in compliance with the licenses of the code we use, including
dependencies. Having these headers in place helps that tool do its job.
More information can be found on the SPDX site:
- https://spdx.dev/learn/handling-license-info/
Signed-off-by: Russell Bryant <rbryant@redhat.com >
commit 5a1cf1cb3b80759131c73f6a9dddebccac039dea
Author: Russell Bryant <rbryant@redhat.com >
Date: Fri Jan 31 14:36:32 2025 -0500
Check for SPDX headers using pre-commit
Signed-off-by: Russell Bryant <rbryant@redhat.com >
---------
Signed-off-by: Russell Bryant <rbryant@redhat.com >
2025-02-02 11:58:18 -08:00
cabaf4eff3
[Attention] MLA decode optimizations ( #12528 )
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Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com >
Signed-off-by: simon-mo <xmo@berkeley.edu >
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu >
Co-authored-by: simon-mo <simon.mo@hey.com >
Co-authored-by: Michael Goin <mgoin64@gmail.com >
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com >
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com >
Co-authored-by: Alexander Matveev <59768536+alexm-neuralmagic@users.noreply.github.com >
Co-authored-by: simon-mo <xmo@berkeley.edu >
2025-01-30 23:49:37 -08:00
Lucas Wilkinson and GitHub
9798b2fb00
[Kernel] Update cutlass_scaled_mm to support 2d group (blockwise) scaling ( #11868 )
2025-01-30 18:33:00 -08:00
Jinzhen Lin and GitHub
27b78c73ca
[Kernel] add triton fused moe kernel for gptq/awq ( #12185 )
2025-01-29 09:07:09 -05:00
Harry Mellor and GitHub
823ab79633
Update pre-commit hooks ( #12475 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2025-01-27 17:23:08 -07:00
2bc3fbba0c
[FlashInfer] Upgrade to 0.2.0 ( #11194 )
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Signed-off-by: Bowen Wang <abmfy@icloud.com >
Signed-off-by: youkaichao <youkaichao@gmail.com >
Co-authored-by: youkaichao <youkaichao@gmail.com >
2025-01-27 18:19:24 +00:00
Tyler Michael Smith and GitHub
72f4880425
[Bugfix/CI] Fix broken kernels/test_mha.py ( #12450 )
2025-01-26 10:39:03 -08:00
aa2cd2c43d
[Bugfix] Disable w16a16 2of4 sparse CompressedTensors24 ( #12417 )
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com >
Co-authored-by: mgoin <michael@neuralmagic.com >
2025-01-26 19:59:58 +08:00
Isotr0py and GitHub
f1fc0510df
[Misc] Add FA2 support to ViT MHA layer ( #12355 )
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Signed-off-by: Isotr0py <2037008807@qq.com >
2025-01-25 15:07:35 +08:00
Lucas Wilkinson and GitHub
ab5bbf5ae3
[Bugfix][Kernel] Fix CUDA 11.8 being broken by FA3 build ( #12375 )
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Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com >
2025-01-24 15:27:59 +00:00
e97f802b2d
[FP8][Kernel] Dynamic kv cache scaling factors computation ( #11906 )
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Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com >
Co-authored-by: Micah Williamson <micah.williamson@amd.com >
2025-01-23 18:04:03 +00:00
Lucas Wilkinson and GitHub
978b45f399
[Kernel] Flash Attention 3 Support ( #12093 )
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Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com >
2025-01-23 06:45:48 -08:00
rasmith and GitHub
68c4421b6d
[AMD][Quantization] Add TritonScaledMMLinearKernel since int8 is broken for AMD ( #12282 )
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Signed-off-by: Randall Smith <Randall.Smith@amd.com >
2025-01-23 00:10:37 +00:00
Isotr0py and GitHub
dd7c9ad870
[Bugfix] Remove hardcoded head_size=256 for Deepseek v2 and v3 ( #12067 )
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Signed-off-by: Isotr0py <2037008807@qq.com >
2025-01-16 10:11:54 +00:00
3adf0ffda8
[Platform] Do not raise error if _Backend is not found ( #12023 )
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Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com >
Signed-off-by: Mengqing Cao <cmq0113@163.com >
Co-authored-by: Mengqing Cao <cmq0113@163.com >
2025-01-15 10:14:15 +00:00
Jee Jee Li and GitHub
42f5e7c52a
[Kernel] Support MulAndSilu ( #11624 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com >
2025-01-15 02:29:53 +00:00
Avshalom Manevich and GitHub
263a870ee1
[Hardware][TPU] workaround fix for MoE on TPU ( #11764 )
2025-01-12 10:53:51 -05:00
Chen Zhang and GitHub
cf5f000d21
[torch.compile] Hide KV cache behind torch.compile boundary ( #11677 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com >
2025-01-10 13:14:42 +08:00
405eb8e396
[platform] Allow platform specify attention backend ( #11609 )
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Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com >
Signed-off-by: Mengqing Cao <cmq0113@163.com >
Co-authored-by: Mengqing Cao <cmq0113@163.com >
2025-01-09 21:46:50 +08:00
Chen Zhang and GitHub
e20c92bb61
[Kernel] Move attn_type to Attention.__init__() ( #11690 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com >
2025-01-07 00:11:28 +08:00
Woosuk Kwon and GitHub
73001445fb
[V1] Implement Cascade Attention ( #11635 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu >
2025-01-01 21:56:46 +09:00
youkaichao and GitHub
b12e87f942
[platforms] enable platform plugins ( #11602 )
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Signed-off-by: youkaichao <youkaichao@gmail.com >
2024-12-30 20:24:45 +08:00
2072924d14
[Model] [Quantization] Support deepseek_v3 w8a8 fp8 block-wise quantization ( #11523 )
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Signed-off-by: mgoin <michael@neuralmagic.com >
Signed-off-by: simon-mo <simon.mo@hey.com >
Signed-off-by: simon-mo <xmo@berkeley.edu >
Co-authored-by: simon-mo <simon.mo@hey.com >
Co-authored-by: simon-mo <xmo@berkeley.edu >
Co-authored-by: HandH1998 <1335248067@qq.com >
2024-12-26 15:33:30 -08:00
Tyler Michael Smith and GitHub
5a9da2e6e9
[Bugfix][Build/CI] Fix sparse CUTLASS compilation on CUDA [12.0, 12.2) ( #11311 )
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com >
2024-12-19 02:43:30 +00:00
60508ffda9
[Kernel]: Cutlass 2:4 Sparsity + FP8/Int8 Quant Support ( #10995 )
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Co-authored-by: Faraz Shahsavan <faraz.shahsavan@gmail.com >
Co-authored-by: ilmarkov <markovilya197@gmail.com >
Co-authored-by: Rahul Tuli <rahul@neuralmagic.com >
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com >
2024-12-18 09:57:16 -05:00
30870b4f66
[torch.compile] Dynamic fp8 + rms_norm fusion ( #10906 )
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Signed-off-by: luka <luka@neuralmagic.com >
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com >
2024-12-13 03:19:23 +00:00
zhou fan and GitHub
78029b34ed
[BugFix][Kernel]: fix illegal memory access in causal_conv1d when conv_states is None ( #10928 )
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Signed-off-by: xffxff <1247714429@qq.com >
2024-12-08 01:21:18 +08:00
Woosuk Kwon and GitHub
073a4bd1c0
[Kernel] Use out arg in flash_attn_varlen_func ( #10811 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu >
2024-12-01 17:55:39 -08:00
