Henry Tsang and GitHub
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 and GitHub
aabeb2688f
[ROCm][Quantization][Kernel] Using HIP FP8 header ( #12593 )
2025-02-25 00:39:59 -08:00
Roger Wang and GitHub
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 and GitHub
e109e598c7
[NVIDIA] Support nvfp4 cutlass gemm ( #13571 )
2025-02-22 05:24:05 -08:00
288cc6c234
[Attention] MLA with chunked prefill ( #12639 )
...
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 and GitHub
839b27c6cc
[Kernel]Add streamK for block-quantized CUTLASS kernels ( #12978 )
2025-02-20 22:14:24 -08:00
Szymon Ożóg and GitHub
1cdc88614a
Missing comment explaining VDR variable in GGUF kernels ( #13290 )
2025-02-20 22:06:54 -08:00
Kaixi Hou and GitHub
27a09dc52c
[NVIDIA] Fix an issue to use current stream for the nvfp4 quant ( #13632 )
2025-02-20 22:01:48 -08:00
Gregory Shtrasberg and GitHub
0023cd2b9d
[ROCm] MI300A compile targets deprecation ( #13560 )
2025-02-19 23:05:00 -08:00
Sage Moore and GitHub
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 and GitHub
8c32b08a86
[Kernel] Fix awq error when n is not divisable by 128 ( #13227 )
2025-02-13 20:07:05 -08:00
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
Michael Goin and GitHub
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 and GitHub
4fc5c23bb6
[NVIDIA] Support nvfp4 quantization ( #12784 )
2025-02-12 19:51:51 -08:00
Shiyan Deng and GitHub
f1042e86f0
[Misc] AMD Build Improvements ( #12923 )
2025-02-12 02:36:10 -08:00
youkaichao and GitHub
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 and GitHub
8a69e0e20e
[CI/Build] Auto-fix Markdown files ( #12941 )
2025-02-08 04:25:15 -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
Gregory Shtrasberg and GitHub
5b19b93082
[ROCm][Kernel] Using the correct warp_size value
2025-02-05 19:15:08 -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
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 )
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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 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
