Yajie Wang
977a16772c
[Bugfix][Kernel]: Fix AllSpark kernel compilation errors and enable for CUDA < 12.0 ( #14430 )
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Signed-off-by: wyj371990 <wyj371990@alibaba-inc.com>
2025-03-14 09:55:14 -07:00
DefTruth
40253bab44
[Bugfix][W8A8] fixed cutlass block fp8 binding ( #14796 )
2025-03-14 03:32:42 -07:00
Thien Tran
27b50f1fe6
[Bugfix][Kernel][CPU] Fix num_tokens in CPU rotary embedding kernel ( #14667 )
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Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
2025-03-13 23:47:49 -07:00
Jeff Daily
2a602b055a
forward fix PR 14245, restore build on ROCm 6.2 ( #14709 )
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Signed-off-by: Jeff Daily <jeff.daily@amd.com>
2025-03-13 20:40:15 -07:00
TJian
916836bbfb
[FEAT] [ROCm] [Embedding] Add encoder-only model support into ROCm Flash Attention to enable embedding models. ( #14664 )
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-03-12 09:31:19 -07:00
Sage Moore
45f3f3f59e
[ROCm][Bugfix] Ensure that the moe_wna16_gemm kernel is not built on ROCm platforms. ( #14629 )
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Signed-off-by: Sage Moore <sage@neuralmagic.com>
2025-03-12 08:00:28 -04:00
Pavani Majety
debd6bbf09
[Kernel] Add ModelOpt FP4 Checkpoint Support ( #12520 )
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Signed-off-by: Pavani Majety <pmajety@nvidia.com>
2025-03-12 05:13:11 +00:00
Szymon Ożóg
e22ee1e7a2
[Kernel] GGUF MoE kernel ( #14613 )
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Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
2025-03-12 03:33:27 +00:00
Lucas Wilkinson
07b4b7a37f
[BugFix/Build] Fix sparse kernels not getting built on hopper ( #14572 )
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-03-11 17:09:03 +00:00
Jeff Daily
a1c8f3796c
dynamic distpatch of fp8 kernels ( #14245 )
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Signed-off-by: Jeff Daily <jeff.daily@amd.com>
2025-03-11 10:54:56 -04:00
Jinzhen Lin
90e88ab756
[Kernel] moe wna16 cuda kernel ( #13321 )
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-03-10 20:12:40 -04:00
Szymon Ożóg
89cdaa83e7
[Kernel] Add more dtype support for GGUF kernels ( #14043 )
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Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
2025-03-10 07:30:04 -07:00
Lucas Wilkinson
7caff01a7b
[Build/BugFix] Fix hopper 12.8 build ( #14354 )
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-03-08 08:11:56 +00:00
Jinzhen Lin
d0feea31c7
[Kernel] optimize performance of gptq marlin kernel when n is small ( #14138 )
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
2025-03-07 11:53:38 -05:00
Lucas Wilkinson
e5e03c2c1b
[BugFix] Illegal Memory Access in the blockwise cutlass fp8 GEMMs ( #14396 )
2025-03-06 21:56:06 -08:00
Tyler Michael Smith
99b0915d3b
[Kernel] Add needs_fixed_stride_order tag to most GEMMs ( #14306 )
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-03-06 14:17:09 -08:00
Dilip Gowda Bhagavan
ada19210a3
Adding cpu inference with VXE ISA for s390x architecture ( #12613 )
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Signed-off-by: Dilip Gowda Bhagavan <dilip.bhagavan@ibm.com>
Signed-off-by: Rishika Kedia <rishika.kedia@in.ibm.com>
Co-authored-by: Rishika Kedia <rishika.kedia@in.ibm.com>
2025-03-06 08:40:53 -08:00
kushanam
f89978ad7c
add cutlass support for blackwell fp8 gemm ( #13798 )
2025-03-04 07:55:07 -08:00
TJian
848a6438ae
[ROCm] Faster Custom Paged Attention kernels ( #12348 )
2025-03-03 09:24:45 -08:00
Sheng Yao
09e56f9262
[Bugfix] Explicitly include "omp.h" for MacOS to avoid installation failure ( #14051 )
2025-03-02 17:35:01 -08:00
Harry Mellor
cf069aa8aa
Update deprecated Python 3.8 typing ( #13971 )
2025-03-02 17:34:51 -08:00
YajieWang
6a92ff93e1
[Misc][Kernel]: Add GPTQAllSpark Quantization ( #12931 )
2025-02-28 22:30:59 -08:00
Sage Moore
378b3ef6f8
[ROCm][V1] Update reshape_and_cache to properly work with CUDA graph padding ( #13922 )
2025-02-26 20:04:12 -08:00
ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟
a31614e386
[ROCm][Quantization][Kernel] Use FP8 FNUZ when OCP flag is 0 or undefined ( #13851 )
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Signed-off-by: Hollow Man <hollowman@opensuse.org>
2025-02-27 10:39:10 +08:00
Henry Tsang
094b7d9496
[Kernel][Build/CI] Bump CUTLASS to 3.8 and add initializers for cutlass epilogues ( #13797 )
2025-02-25 18:52:03 -08:00
Gregory Shtrasberg
aabeb2688f
[ROCm][Quantization][Kernel] Using HIP FP8 header ( #12593 )
2025-02-25 00:39:59 -08:00
Roger Wang
82e0d601fc
[CI/Build] Fix pre-commit errors from #13571 ( #13709 )
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Signed-off-by: Roger Wang <ywang@roblox.com>
2025-02-22 16:50:38 -08:00
Kaixi Hou
e109e598c7
[NVIDIA] Support nvfp4 cutlass gemm ( #13571 )
2025-02-22 05:24:05 -08:00
Lucas Wilkinson
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
leoneo
839b27c6cc
[Kernel]Add streamK for block-quantized CUTLASS kernels ( #12978 )
2025-02-20 22:14:24 -08:00
Szymon Ożóg
1cdc88614a
Missing comment explaining VDR variable in GGUF kernels ( #13290 )
2025-02-20 22:06:54 -08:00
Kaixi Hou
27a09dc52c
[NVIDIA] Fix an issue to use current stream for the nvfp4 quant ( #13632 )
2025-02-20 22:01:48 -08:00
Gregory Shtrasberg
0023cd2b9d
[ROCm] MI300A compile targets deprecation ( #13560 )
2025-02-19 23:05:00 -08:00
Sage Moore
c9f9d5b397
[Bugfix][AMD] Update torch_bindings so that scaled_fp4_quant isn't build on ROCm ( #13235 )
2025-02-14 20:30:42 -08:00
Jinzhen Lin
8c32b08a86
[Kernel] Fix awq error when n is not divisable by 128 ( #13227 )
2025-02-13 20:07:05 -08:00
Tyler Michael Smith
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
Michael Goin
2344192a55
Optimize moe_align_block_size for deepseek_v3 ( #12850 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-02-13 18:43:37 -05:00
Kaixi Hou
4fc5c23bb6
[NVIDIA] Support nvfp4 quantization ( #12784 )
2025-02-12 19:51:51 -08:00
Shiyan Deng
f1042e86f0
[Misc] AMD Build Improvements ( #12923 )
2025-02-12 02:36:10 -08:00
youkaichao
59fff4a01a
[core] improve error handling when wake up from sleep mode ( #12981 )
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Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-02-10 09:38:57 +08:00
Cyrus Leung
8a69e0e20e
[CI/Build] Auto-fix Markdown files ( #12941 )
2025-02-08 04:25:15 -08:00
Isotr0py
85ac82d228
[Kernel] Make rotary_embedding ops more flexible with input shape ( #12777 )
2025-02-06 08:46:13 -08:00
Gregory Shtrasberg
5b19b93082
[ROCm][Kernel] Using the correct warp_size value
2025-02-05 19:15:08 -08:00
Lucas Wilkinson
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
Tyler Michael Smith
c11de33dad
[Bugfix][Kernel] Fix per-token/per-channel quantization for Hopper scaled mm ( #12696 )
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-02-03 13:04:59 -08:00
Yang Chen
95460fc513
[Kernel] port sgl moe_align_block_size kernels ( #12574 )
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sgl_moe_align_block_size is based on:
ded9fcd09aba5112ff69
2025-02-03 13:09:50 +08:00
Russell Bryant
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
Tyler Michael Smith
eb5741ad42
[Kernel][Quantization] Integrate block-quantized CUTLASS kernels for DeepSeekV3 ( #12587 )
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Integrates the block-quantized kernels introduced in
https://github.com/vllm-project/vllm/pull/11868 for use in linear
layers.
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-01-31 15:29:11 -08:00
Lucas Wilkinson
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
9798b2fb00
[Kernel] Update cutlass_scaled_mm to support 2d group (blockwise) scaling ( #11868 )
2025-01-30 18:33:00 -08:00
