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 )
...
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
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
Kaixi Hou
4fc5c23bb6
[NVIDIA] Support nvfp4 quantization ( #12784 )
2025-02-12 19:51:51 -08:00
Cyrus Leung
8a69e0e20e
[CI/Build] Auto-fix Markdown files ( #12941 )
2025-02-08 04:25:15 -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
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
9798b2fb00
[Kernel] Update cutlass_scaled_mm to support 2d group (blockwise) scaling ( #11868 )
2025-01-30 18:33:00 -08:00
Harry Mellor
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
Lu Fang
4068f4b5b5
[MISC] Replace c10::optional with std::optional ( #11730 )
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Signed-off-by: Lu Fang <lufang@fb.com>
2025-01-05 10:20:34 +09:00
wchen61
5dba257506
Resolve race conditions in Marlin kernel ( #11493 )
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Signed-off-by: wchen61 <wchen61@foxmail.com>
2025-01-02 22:58:56 +00:00
Tyler Michael Smith
970d6d0776
[Build][Kernel] Update CUTLASS to v3.6.0 ( #11607 )
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
2024-12-30 17:22:13 +08:00
Varun Sundar Rabindranath
8936316d58
[Kernel] Refactor Cutlass c3x ( #10049 )
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Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
2024-12-19 07:00:18 +00:00
Dipika Sikka
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
Luka Govedič
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
Tyler Michael Smith
e2251109c7
[Kernel] Remove if-else with identical branches in marlin 2:4 ( #10687 )
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
2024-11-26 22:55:32 -08:00
kliuae
7c25fe45a6
[AMD] Add support for GGUF quantization on ROCm ( #10254 )
2024-11-22 21:14:49 -08:00
Lucas Wilkinson
d200972e7f
[Bugfix] Marlin 2:4 temp fix for large M dim (>256) ( #10464 )
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Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
2024-11-19 19:40:33 -08:00
ElizaWszola
b00b33d77e
[Model][Quantization] HQQ support through Marlin kernel expansion ( #9766 )
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Signed-off-by: ElizaWszola <eliza@neuralmagic.com>
2024-11-19 13:31:12 -08:00
Lucas Wilkinson
96d999fbe8
[Kernel] Initial Machete W4A8 support + Refactors ( #9855 )
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Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
2024-11-18 12:59:29 -07:00
Luka Govedič
4f93dfe952
[torch.compile] Fuse RMSNorm with quant ( #9138 )
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Signed-off-by: luka <luka@neuralmagic.com>
Co-authored-by: youkaichao <youkaichao@126.com>
2024-11-08 21:20:08 +00:00
Aaron Pham
21063c11c7
[CI/Build] drop support for Python 3.8 EOL ( #8464 )
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Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
2024-11-06 07:11:55 +00:00
Lucas Wilkinson
d1e8240875
[Bugfix] Fix spurious "No compiled cutlass_scaled_mm ..." for W8A8 on Turing ( #9487 )
2024-10-22 15:41:13 -07:00
bnellnm
eca2c5f7c0
[Bugfix] Fix support for dimension like integers and ScalarType ( #9299 )
2024-10-17 19:08:34 +00:00
rasmith
92d86da217
[BugFix] [Kernel] Fix GPU SEGV occurring in int8 kernels ( #9391 )
2024-10-17 01:34:06 +00:00
Tyler Michael Smith
c3fab5f769
[Bugfix][Kernel] Prevent integer overflow in fp8 dynamic per-token quantize kernel ( #9425 )
2024-10-16 23:46:06 +00:00
Lucas Wilkinson
18511aeda6
[Bugfix] Fix Machete unittests failing with NotImplementedError ( #9218 )
2024-10-10 17:39:56 +00:00
Lucas Wilkinson
a64e7b9407
[Bugfix] Machete garbage results for some models (large K dim) ( #9212 )
2024-10-10 14:16:17 +08:00
ElizaWszola
05d686432f
[Kernel] Zero point support in fused MarlinMoE kernel + AWQ Fused MoE ( #8973 )
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Co-authored-by: Dipika <dipikasikka1@gmail.com>
Co-authored-by: Dipika Sikka <ds3822@columbia.edu>
2024-10-04 12:34:44 -06:00
Lucas Wilkinson
aeb37c2a72
[CI/Build] Per file CUDA Archs (improve wheel size and dev build times) ( #8845 )
2024-10-03 22:55:25 -04:00
Kevin H. Luu
aaccca2b4d
[CI/Build] Fix machete generated kernel files ordering ( #8976 )
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Signed-off-by: kevin <kevin@anyscale.com>
Co-authored-by: Cody Yu <hao.yu.cody@gmail.com>
2024-10-01 03:33:12 +00:00
Lucas Wilkinson
86e9c8df29
[Kernel] (2/N) Machete - Integrate into CompressedTensorsWNA16 and GPTQMarlin ( #7701 )
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Co-authored-by: mgoin <michael@neuralmagic.com>
Co-authored-by: Divakar Verma <137818590+divakar-amd@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
2024-09-23 13:46:26 -04:00
Luka Govedič
5d73ae49d6
[Kernel] AQ AZP 3/4: Asymmetric quantization kernels ( #7270 )
2024-09-16 11:52:40 -07:00
sasha0552
781e3b9a42
[Bugfix][Kernel] Fix build for sm_60 in GGUF kernel ( #8506 )
2024-09-16 12:15:57 -06:00
Isotr0py
fc990f9795
[Bugfix][Kernel] Add IQ1_M quantization implementation to GGUF kernel ( #8357 )
2024-09-15 16:51:44 -06:00
bnellnm
73202dbe77
[Kernel][Misc] register ops to prevent graph breaks ( #6917 )
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Co-authored-by: Sage Moore <sage@neuralmagic.com>
2024-09-11 12:52:19 -07:00
Dipika Sikka
23f322297f
[Misc] Remove SqueezeLLM ( #8220 )
2024-09-06 16:29:03 -06:00
Lucas Wilkinson
55d63b1211
[Bugfix] Don't build machete on cuda <12.0 ( #7757 )
2024-08-22 08:28:52 -04:00
Luka Govedič
7937009a7e
[Kernel] Replaced blockReduce[...] functions with cub::BlockReduce ( #7233 )
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Co-authored-by: Michael Goin <michael@neuralmagic.com>
2024-08-21 20:18:00 -04:00
Lucas Wilkinson
5288c06aa0
[Kernel] (1/N) Machete - Hopper Optimized Mixed Precision Linear Kernel ( #7174 )
2024-08-20 07:09:33 -06:00
bnellnm
37fd47e780
[Kernel] fix types used in aqlm and ggml kernels to support dynamo ( #7596 )
2024-08-16 14:00:11 -07:00
Charlie Fu
e837b624f2
[Feature][Hardware][Amd] Add fp8 Linear Layer for Rocm ( #7210 )
2024-08-16 10:06:30 -07:00
