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 and GitHub
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 and GitHub
95460fc513
[Kernel] port sgl moe_align_block_size kernels ( #12574 )
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sgl_moe_align_block_size is based on:
https://github.com/sgl-project/sglang/commit/ded9fcd09a43d5e7d5bb31a2bc3e9fc21bf65d2a
moe_align_block_size is based on:
https://github.com/sgl-project/sglang/commit/ba5112ff691d791a9e38c6c71f59324a5fcb49d0
Signed-off-by: Yang Chen <yangche@fb.com >
2025-02-03 13:09:50 +08:00
Russell Bryant and GitHub
e489ad7a21
[Misc] Add SPDX-License-Identifier headers to python source files ( #12628 )
...
- **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 and GitHub
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
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
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
ElizaWszola and GitHub
221d388cc5
[Bugfix][Kernel] Fix moe align block issue for mixtral ( #12413 )
2025-01-25 01:49:28 +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
youkaichao and GitHub
68ad4e3a8d
[Core] Support fully transparent sleep mode ( #11743 )
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Signed-off-by: youkaichao <youkaichao@gmail.com >
2025-01-22 14:39:32 +08:00
Jinzhen Lin and GitHub
1e60f87bb3
[Kernel] fix moe_align_block_size error condition ( #12239 )
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com >
2025-01-21 10:30:28 -08:00
750f4cabfa
[Kernel] optimize moe_align_block_size for cuda graph and large num_experts (e.g. DeepSeek-V3) ( #12222 )
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com >
Co-authored-by: Michael Goin <mgoin@redhat.com >
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com >
2025-01-20 16:42:16 -08:00
Harry Mellor and GitHub
3ea7b94523
Move linting to pre-commit ( #11975 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2025-01-20 14:58:01 +08:00
Elfie Guo and GitHub
0794e7446e
[Misc] Add multipstep chunked-prefill support for FlashInfer ( #10467 )
2025-01-15 12:47:49 +08:00
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
cfd3219f58
[Hardware][Apple] Native support for macOS Apple Silicon ( #11696 )
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Signed-off-by: Wallas Santos <wallashss@ibm.com >
Co-authored-by: Michael Goin <michael@neuralmagic.com >
2025-01-08 16:35:49 +08:00
Lu Fang and GitHub
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 and GitHub
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 and GitHub
970d6d0776
[Build][Kernel] Update CUTLASS to v3.6.0 ( #11607 )
...
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com >
2024-12-30 17:22:13 +08:00
f49777ba62
Deepseek v3 ( #11502 )
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Signed-off-by: mgoin <michael@neuralmagic.com >
Co-authored-by: mgoin <michael@neuralmagic.com >
Co-authored-by: robertgshaw2-neuralmagic <rshaw@neuralmagic.com >
2024-12-26 16:09:44 -08:00
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
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 )
...
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
Woosuk Kwon and GitHub
3b61cb450d
[V1] Further reduce CPU overheads in flash-attn ( #10989 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu >
2024-12-09 12:38:46 -08:00
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
Gregory Shtrasberg and GitHub
f13cf9ad50
[Build] Fix for the Wswitch-bool clang warning ( #10060 )
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Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com >
2024-12-07 09:03:44 +00:00
Tyler Michael Smith and GitHub
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
a6760f6456
[Feature] vLLM ARM Enablement for AARCH64 CPUs ( #9228 )
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Signed-off-by: Sanket Kale <sanketk.kale@fujitsu.com >
Co-authored-by: Sanket Kale <sanketk.kale@fujitsu.com >
Co-authored-by: mgoin <michael@neuralmagic.com >
2024-11-25 18:32:39 -08:00
kliuae and GitHub
7c25fe45a6
[AMD] Add support for GGUF quantization on ROCm ( #10254 )
2024-11-22 21:14:49 -08:00
Lucas Wilkinson and GitHub
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 and GitHub
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
+8
1ea291a417
Fix: Build error seen on Power Architecture ( #10421 )
...
Signed-off-by: Manjul Mohan <manjul.mohan@ibm.com >
Signed-off-by: B-201 <Joy25810@foxmail.com >
Signed-off-by: Isotr0py <2037008807@qq.com >
Signed-off-by: youkaichao <youkaichao@gmail.com >
Signed-off-by: ismael-dm <ismaeldm99@gmail.com >
Signed-off-by: Andrew Nesbitt <andrewnez@gmail.com >
Signed-off-by: mgoin <michael@neuralmagic.com >
Signed-off-by: yan ma <yan.ma@intel.com >
Signed-off-by: Angus Wang <wangjadehao@gmail.com >
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com >
Signed-off-by: rickyx <rickyx@anyscale.com >
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com >
Signed-off-by: Mengqing Cao <cmq0113@163.com >
Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com >
Co-authored-by: Manjul Mohan manjul.mohan@ibm.com <manjulmohan@ltcd97-lp2.aus.stglabs.ibm.com >
Co-authored-by: B-201 <Joy25810@foxmail.com >
Co-authored-by: Isotr0py <2037008807@qq.com >
Co-authored-by: youkaichao <youkaichao@gmail.com >
Co-authored-by: ismael-dm <ismaeldm99@gmail.com >
Co-authored-by: Andrew Nesbitt <andrewnez@gmail.com >
Co-authored-by: Michael Goin <michael@neuralmagic.com >
Co-authored-by: Yan Ma <yan.ma@intel.com >
Co-authored-by: Angus Wang <wangjadehao@gmail.com >
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com >
Co-authored-by: Ricky Xu <rickyx@anyscale.com >
Co-authored-by: Kevin H. Luu <kevin@anyscale.com >
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com >
Co-authored-by: Mengqing Cao <cmq0113@163.com >
Co-authored-by: Travis Johnson <tsjohnso@us.ibm.com >
Co-authored-by: Russell Bryant <rbryant@redhat.com >
2024-11-19 09:34:57 -08:00
Lucas Wilkinson and GitHub
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
4a18fd14ba
Support Roberta embedding models ( #9387 )
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Signed-off-by: Max de Bayser <mbayser@br.ibm.com >
Signed-off-by: Flavia Beo <flavia.beo@ibm.com >
Co-authored-by: Flavia Beo <flavia.beo@ibm.com >
2024-11-14 21:23:29 +00:00
Pavani Majety and GitHub
b6dde33019
[Core] Flashinfer - Remove advance step size restriction ( #10282 )
2024-11-13 16:29:32 +08:00
812c981fa0
Splitting attention kernel file ( #10091 )
...
Signed-off-by: maleksan85 <maleksan@amd.com >
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com >
2024-11-11 22:55:07 -08:00
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
Li, Jiang and GitHub
a6f332d0d9
[Hardware][CPU][bugfix] Fix half dtype support on AVX2-only target ( #10108 )
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Signed-off-by: jiang1.li <jiang1.li@intel.com >
2024-11-07 18:42:50 +08:00
Hanzhi Zhou and GitHub
6192e9b8fe
[Core][Distributed] Refactor ipc buffer init in CustomAllreduce ( #10030 )
...
Signed-off-by: Hanzhi Zhou <hanzhi713@gmail.com >
2024-11-06 23:50:47 -08:00
Li, Jiang and GitHub
a4b3e0c1e9
[Hardware][CPU] Update torch 2.5 ( #9911 )
...
Signed-off-by: jiang1.li <jiang1.li@intel.com >
2024-11-07 04:43:08 +00:00
Aaron Pham and GitHub
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
Mor Zusman and GitHub
9fb12f7848
[BugFix][Kernel] Fix Illegal memory access in causal_conv1d in H100 ( #9838 )
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Signed-off-by: mzusman <mor.zusmann@gmail.com >
2024-10-31 20:06:25 +00:00
youkaichao and GitHub
8549c82660
[core] cudagraph output with tensor weak reference ( #9724 )
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Signed-off-by: youkaichao <youkaichao@gmail.com >
2024-10-27 00:19:28 -07:00
Charlie Fu and GitHub
59449095ab
[Performance][Kernel] Fused_moe Performance Improvement ( #9384 )
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Signed-off-by: charlifu <charlifu@amd.com >
2024-10-24 15:37:52 -07:00
Jee Jee Li and GitHub
295a061fb3
[Kernel] add kernel for FATReLU ( #9610 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com >
2024-10-24 16:18:27 +08:00
Lucas Wilkinson and GitHub
d1e8240875
[Bugfix] Fix spurious "No compiled cutlass_scaled_mm ..." for W8A8 on Turing ( #9487 )
2024-10-22 15:41:13 -07:00
bnellnm and GitHub
eca2c5f7c0
[Bugfix] Fix support for dimension like integers and ScalarType ( #9299 )
2024-10-17 19:08:34 +00:00
Li, Jiang and GitHub
5eda21e773
[Hardware][CPU] compressed-tensor INT8 W8A8 AZP support ( #9344 )
2024-10-17 12:21:04 -04:00
