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46 Commits

Author SHA1 Message Date
czhu-cohere
f6227c22ab
[Kernel]Support W4A8 Grouped GEMM on Hopper (#29691) 
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
 2025-12-08 19:29:06 -08:00
Yi Liu
0d8a7d8a26
[Compressed Tensors] Add XPU wNa16 support (#29484) 
Signed-off-by: yiliu30 <yi4.liu@intel.com>
 2025-12-05 22:02:09 +08:00
Jinzhen Lin
1656ad3704
[Kernel][Quantization] add w4a8 support for marlin kernel (#24722) 
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin@redhat.com>
 2025-11-29 07:19:33 -08:00
vllmellm
d8140b9833
[ROCM] Fix ROCm warnings, environment flag access, and GEMM kernel naming for consistency in _aiter_ops.py (#28464) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-11-12 21:46:57 +00:00
vllmellm
f080a83511
[RFC][ROCm][AITER] Keep all AITER kernels in _aiter_ops class like _custom_ops and _ipex_ops (#24490) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-11-10 08:20:53 -08:00
Xiangyu Li
5cc6bddb6e
[Kernel] Add GPTQv2 format support for low-bit or asymmetric quantization, by adapting gptq_gemm (#26092) 2025-10-23 23:26:13 -04:00
Isotr0py
6ac5e06f7c
[Chore] Clean up pytorch helper functions in vllm.utils (#26908) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
 2025-10-18 09:48:22 -07:00
Harry Mellor
8fcaaf6a16
Update Optional[x] -> x | None and Union[x, y] to x | y (#26633) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-12 09:51:31 -07:00
Wentao Ye
241b4cfe66
[Refactor] Refactor FP8 & INT8 Quant Folder inside w8a8 (#25293) 
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Harry Mellor
d6953beb91
Convert formatting to use ruff instead of yapf + isort (#26247) 
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 2025-10-05 07:06:22 -07:00
Harry Mellor
61aedb5ffe
MoveVllmConfig from config/__init__.py to config/vllm.py (#25271) 
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 2025-09-29 19:49:49 -07:00
Michael Goin
7361ab379f
Remove redundant mutates_args and dispatch_key for direct_register_custom_op (#25512) 
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 2025-09-23 22:48:40 +00:00
Hyogeun Oh (오효근)
ccee371e86
[Docs] Fix warnings in mkdocs build (continued) (#24092) 
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 2025-09-10 06:23:28 -07:00
czhu-cohere
2c2b140ae8
[quantization] use channel scales for w4a8 + misc fixes (#23570) 
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 2025-08-26 18:23:23 -07:00
czhu-cohere
e76e233540
[kernel] Support W4A8 on Hopper (#23198) 
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 2025-08-24 06:18:04 +00:00
Li, Jiang
7be5d113d8
[CPU] Refactor CPU W8A8 scaled_mm (#23071) 
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33c63e9547
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Syed Muhammad Bin Asif
609b533cb6
[Bugfix] Add proper comparison for package versions (#22314) 
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 2025-08-06 20:31:03 -07:00
Nikhil Gupta
89ac266b26
[Feat]: Add support for Dynamic Quant 4 bit CPU kleidiai kernels (#17112) 
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Michael Goin
28a6d5423d
[Bugfix] Fix Machete zero point issue for GPTQ models on SM90 (#21066) 
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 2025-07-16 19:54:45 -07:00
XiongfeiWei
d4170fad39
Use w8a8 quantized matmul Pallas kernel (#19170) 
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 2025-07-15 03:06:33 +00:00
TJian
80d38b8ac8
[V1] [ROCm] [AITER] Upgrade AITER to commit 916bf3c and bugfix APIs (#20880) 
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 2025-07-13 15:19:32 +00:00
Michael Goin
6e2c176e1f
[Bugfix] Restrict Machete to only run on Hopper (#20830) 
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 2025-07-12 17:34:40 +00:00
Jacob Manning
bf03ff3575
[Kernel] Add Conch backend for mixed-precision linear layer (#19818) 
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 2025-07-09 13:17:55 -07:00
czhu-cohere
3abfe22154
Enable group size 64 for Machete (#20290) 
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 2025-07-01 18:05:44 -07:00
czhu-cohere
9909726d2a
Enable ZP Support for Machete (#20268) 
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 2025-07-01 07:12:20 +00:00
Simon Mo
02f0c7b220
[Misc] Add SPDX-FileCopyrightText (#19100) 
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 2025-06-03 11:20:17 -07:00
Harry Mellor
6223dd8114
Update deprecated type hinting in model_executor/layers (#18056) 
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 2025-05-13 04:17:23 -07:00
Jinzhen Lin
1d0c9d6b2d
[Kernel] some optimizations for dense marlin and moe marlin (#16850) 
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 2025-05-05 09:39:30 -07:00
Michael Goin
868c546da4
Support W8A8 INT8 MoE for compressed-tensors (#16745) 
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 2025-05-02 10:03:32 -04:00
Lei Wang
8d32dc603d
[Kernel] Support Microsoft Runtime Kernel Lib for our Low Precision Computation - BitBLAS (#6036) 
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 2025-04-22 09:01:36 +01:00
Dipika Sikka
54a66e5fee
[Misc] Update compressed-tensors WNA16 to support zero-points (#14211) 2025-04-15 07:33:51 -06:00
yihong
04149cce27
[BugFix] fix some typos found by typos. (#16314) 
Signed-off-by: yihong0618 <zouzou0208@gmail.com>
 2025-04-09 03:43:59 -07:00
TJian
4965ec42d2
[FEAT] [ROCm] Add AITER int8 scaled gemm kernel (#15433) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-03-29 03:33:56 -07:00
Nicolò Lucchesi
da461f3cbf
[TPU][V1][Bugfix] Fix w8a8 recompiilation with GSM8K (#15714) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-03-28 21:13:06 -07:00
Tyler Michael Smith
b5269db959
Revert "Fix non-contiguous input passed to Marlin kernel (#15319)" (#15398) 2025-03-24 20:43:51 -07:00
Qubitium-ModelCloud
d20e261199
Fix non-contiguous input passed to Marlin kernel (#15319) 2025-03-24 03:09:44 +00:00
YajieWang
6a92ff93e1
[Misc][Kernel]: Add GPTQAllSpark Quantization (#12931) 2025-02-28 22:30:59 -08:00
Russell Bryant
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
Harry Mellor
823ab79633
Update pre-commit hooks (#12475) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-01-27 17:23:08 -07:00
rasmith
68c4421b6d
[AMD][Quantization] Add TritonScaledMMLinearKernel since int8 is broken for AMD (#12282) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2025-01-23 00:10:37 +00:00
Robert Shaw
56fe4c297c
[TPU][Quantization] TPU W8A8 (#11785) 
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-01-08 19:33:29 +00:00
Lucas Wilkinson
96d999fbe8
[Kernel] Initial Machete W4A8 support + Refactors (#9855) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2024-11-18 12:59:29 -07:00
Lucas Wilkinson
e312e52b44
[Kernel] Add Exllama as a backend for compressed-tensors (#9395) 2024-10-17 09:48:26 -04:00
Lucas Wilkinson
c5d55356f9
[Bugfix] fix for deepseek w4a16 (#8906) 
Co-authored-by: mgoin <michael@neuralmagic.com>
 2024-09-27 13:12:34 -06:00
Lucas Wilkinson
86e9c8df29
[Kernel] (2/N) Machete - Integrate into CompressedTensorsWNA16 and GPTQMarlin (#7701) 
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