Jee Jee Li
3892e58ad7
[Misc] Upgrade BNB version ( #15183 )
2025-03-24 05:51:42 +00:00
Qubitium-ModelCloud
d20e261199
Fix non-contiguous input passed to Marlin kernel ( #15319 )
2025-03-24 03:09:44 +00:00
DefTruth
f90d34b498
[Misc] Add tuned R1 w8a8 and MoE configs for NVIDIA L20 ( #15322 )
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Signed-off-by: DefTruth <qiustudent_r@163.com >
2025-03-23 01:10:10 -07:00
Mickaël Seznec
a597a57595
[Attention] Flash Attention 3 - fp8 ( #14570 )
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Signed-off-by: Mickael Seznec <mickael@mistral.ai >
2025-03-20 01:14:20 -04:00
Isotr0py
179a619c21
[Bugfix] Fix broken CPU quantization due to triton import ( #15038 )
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Signed-off-by: Isotr0py <2037008807@qq.com >
2025-03-18 08:57:39 -07:00
ekuznetsov139
8b793f7ec6
MI325 configs, fused_moe_kernel bugfix ( #14987 )
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Signed-off-by: Eugene Kuznetsov <eugene.kuznetsov@amd.com >
2025-03-18 08:05:18 -07:00
Simon Mo
71c1e07107
[Kernel] Add more tuned configs ( #14877 )
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Signed-off-by: simon-mo <simon.mo@hey.com >
2025-03-15 20:25:03 -07:00
Lucas Wilkinson
9532c49836
[Attention] MLA get rid of materialization ( #14770 )
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com >
2025-03-13 23:39:02 -07:00
Szymon Ożóg
55211b01e8
[Bugfix] Fix chunked prefill for GGUF ( #14666 )
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Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com >
2025-03-13 07:19:03 +00:00
Gregory Shtrasberg
a94a699c3f
[ROCm][FP8] Fix for adjustments needed only for fnuz ( #14689 )
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Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com >
2025-03-12 20:14:04 -07:00
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
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
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
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
Luka Govedič
e1744502c2
[FP8] Refactor apply_fp8_linear and apply_fp8_linear_generic into an object ( #14390 )
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Signed-off-by: luka <luka@neuralmagic.com >
2025-03-07 05:20:16 +00:00
rainkert and dangshunya
0df25101d6
[Bugfix] Fix gptq_marlin for deepseek-v3 ( #13750 )
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Signed-off-by: dangshunya <dangshunya@baichuan-inc.com >
Co-authored-by: dangshunya <dangshunya@baichuan-inc.com >
2025-03-05 12:25:53 +08:00
YajieWang
6a92ff93e1
[Misc][Kernel]: Add GPTQAllSpark Quantization ( #12931 )
2025-02-28 22:30:59 -08:00
Luka Govedič
bd56c983d6
[torch.compile] Fix RMSNorm + quant fusion in the non-cutlass-fp8 case, rename RedundantReshapesPass to NoopEliminationPass ( #10902 )
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Signed-off-by: luka <luka@neuralmagic.com >
2025-02-28 16:20:11 -07:00
Jee Jee Li
e0734387fb
[Bugfix] Fix MoeWNA16Method activation ( #14024 )
2025-02-28 15:22:42 +00:00
Szymon Ożóg
7f0be2aa24
[Model] Deepseek GGUF support ( #13167 )
2025-02-27 02:08:35 -08:00
Woosuk Kwon
b382a7f28f
[BugFix] Make FP8 Linear compatible with torch.compile ( #13918 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu >
2025-02-26 13:48:55 -08:00
Michael Goin
07c4353057
[Model] Support Grok1 ( #13795 )
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Signed-off-by: mgoin <mgoin64@gmail.com >
2025-02-26 01:07:12 +00:00
Michael Goin
4d251ad00e
Fix CompressedTensorsWNA16MoE with grouped scales ( #13769 )
2025-02-25 00:17:14 -08:00
Tyler Michael Smith
1e15aaef56
[Bugfix][Quantization] Fix FP8 + EP ( #13784 )
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com >
2025-02-25 10:54:17 +08:00
cjackal
51010a1807
[Misc] set single whitespace between log sentences ( #13771 )
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Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com >
2025-02-25 10:26:12 +08:00
Jongseok Park
781096e385
Expert Parallelism (EP) Support for DeepSeek V2 ( #12583 )
2025-02-24 07:33:20 -08:00
Gregory Shtrasberg
c904fdddf6
[ROCm] Apply FP8 weights padding to values not divisible by 512 bytes on ROCm ( #13231 )
2025-02-22 05:54:38 -08:00
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
Tyler Michael Smith
b3942e157e
[Bugfix][CI][V1] Work around V1 + CUDA Graph + torch._scaled_mm fallback issue ( #13425 )
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com >
2025-02-18 00:32:48 +00:00
Kyle Sayers
12913d17ba
[Quant] Add SupportsQuant to phi3 and clip ( #13104 )
2025-02-15 19:28:33 -08:00
rasmith
ed0de3e4b8
[AMD] [Model] DeepSeek tunings ( #13199 )
2025-02-15 03:58:09 -08:00
Michael Goin
5e5c8e091e
[Quant][Perf] Use moe_wna16 kernel by default for MoEs with many experts ( #13236 )
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Signed-off-by: mgoin <mgoin64@gmail.com >
2025-02-14 12:53:42 -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
Daniel Han
cb944d5818
Allow Unsloth Dynamic 4bit BnB quants to work ( #12974 )
2025-02-12 23:13:08 -08:00
Michael Goin
09972e716c
[Bugfix] Allow fallback to AWQ from AWQMarlin at per-layer granularity ( #13119 )
2025-02-12 09:19:53 -08:00
Qubitium-ModelCloud
36a08630e8
[CORE] [QUANT] Support for GPTQModel's dynamic quantization per module override/control ( #7086 )
2025-02-12 09:19:43 -08:00
TJian
eaa92d4437
[ROCm] [Feature] [Doc] [Dockerfile] [BugFix] Support Per-Token-Activation Per-Channel-Weight FP8 Quantization Inferencing ( #12501 )
2025-02-07 08:13:43 -08:00
Lu Fang
741429a4cd
[MISC] Check space in the file names in the pre commit checks ( #12804 )
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Signed-off-by: Lu Fang <lufang@fb.com >
2025-02-06 15:36:21 -08:00
Dipika Sikka
7ca9934fe7
[Misc] Update w2 scale loading for GPTQMarlinMoE ( #12757 )
2025-02-06 01:02:14 -08:00
Lu Fang
9cdea30b4f
[Misc][Easy] Remove the space from the file name
2025-02-05 19:23:35 -08:00
Lucas Wilkinson
76abd0c881
[Bugfix] Better FP8 supported defaults
2025-02-05 19:22:19 -08:00
Rahul Tuli
3b2005e1db
Add: Support for Sparse24Bitmask Compressed Models
2025-02-05 13:30:43 -08:00
Kyle Sayers and mgoin
7ff7a638b6
[Model][Quant] Fix GLM, Fix fused module mappings for quantization ( #12634 )
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Signed-off-by: mgoin <michael@neuralmagic.com >
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com >
Co-authored-by: mgoin <michael@neuralmagic.com >
2025-02-05 05:32:06 +00:00
Hongxia Yang and Matthew Wong
c36ac98d01
[AMD][ROCm] Enable DeepSeek model on ROCm ( #12662 )
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Signed-off-by: Hongxia Yang <hongxia.yang@amd.com >
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com >
2025-02-04 08:24:11 +00:00
Kyle Sayers
4896d0c2dd
[Quant] Fix use_mla TypeError and support loading pure-sparsity Compressed Tensors configs ( #12711 )
2025-02-03 23:27:11 -08:00
kushanam
4797dad3ec
[Model] Add Deepseek V3 fp8_w8a8 configs for B200 ( #12707 )
2025-02-03 13:30:39 -08:00
+24
b9986454fe
Fix for attention layers to remain unquantized during moe_wn16 quant ( #12570 )
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Fix to AWQ quant loading of the new R1 model
The new optimized MoE kernels for a large number of experts `moe_wn16`
uses AWQ quant which requires the attention layers to be in 16bit
The current merge has broken this, and the `get_quant_method` must
return None for it to work correctly again
---------
Signed-off-by: Srikanth Srinivas <srikanth@astrum.ai >
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Signed-off-by: Beim <beim2015@outlook.com >
Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com >
Signed-off-by: mgoin <michael@neuralmagic.com >
Signed-off-by: npanpaliya <nishidha.panpaliya@partner.ibm.com >
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com >
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com >
Signed-off-by: simon-mo <xmo@berkeley.edu >
Signed-off-by: Cody Yu <hao.yu.cody@gmail.com >
Signed-off-by: Chen Zhang <zhangch99@outlook.com >
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com >
Signed-off-by: Ryan N <ryan.nguyen@centml.ai >
Signed-off-by: Brian Dellabetta <bdellabe@redhat.com >
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com >
Signed-off-by: Rahul Tuli <rahul@neuralmagic.com >
Signed-off-by: Russell Bryant <rbryant@redhat.com >
Signed-off-by: simon-mo <simon.mo@hey.com >
Signed-off-by: Vicente Herrera <vicenteherrera@vicenteherrera.com >
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com >
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu >
Signed-off-by: Shawn Du <shawnd200@outlook.com >
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com >
Signed-off-by: youkaichao <youkaichao@gmail.com >
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Co-authored-by: Beim <805908499@qq.com >
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com >
Co-authored-by: mgoin <michael@neuralmagic.com >
Co-authored-by: simon-mo <xmo@berkeley.edu >
Co-authored-by: Nishidha <nishidha.panpaliya@partner.ibm.com >
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com >
Co-authored-by: Aleksandr Malyshev <164964928+maleksan85@users.noreply.github.com >
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com >
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: Roger Wang <136131678+ywang96@users.noreply.github.com >
Co-authored-by: Cody Yu <hao.yu.cody@gmail.com >
Co-authored-by: Chen Zhang <zhangch99@outlook.com >
Co-authored-by: Kevin H. Luu <kevin@anyscale.com >
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com >
Co-authored-by: Ryan Nguyen <96593302+xpbowler@users.noreply.github.com >
Co-authored-by: Brian Dellabetta <brian-dellabetta@users.noreply.github.com >
Co-authored-by: fade_away <1028552010@qq.com >
Co-authored-by: weilong.yu <weilong.yu@shopee.com >
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com >
Co-authored-by: Eldar Kurtic <eldarkurtic314@gmail.com >
Co-authored-by: Rahul Tuli <rahul@neuralmagic.com >
Co-authored-by: Russell Bryant <rbryant@redhat.com >
Co-authored-by: Vicente Herrera <vicenteherrera@vicenteherrera.com >
Co-authored-by: Jinzhen Lin <linjinzhen@hotmail.com >
Co-authored-by: Shawn Du <shawnd200@outlook.com >
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com >
Co-authored-by: youkaichao <youkaichao@gmail.com >
2025-02-03 13:46:19 +08:00
Eldar Kurtic
c5932e5dac
Properly check if all fused layers are in the list of targets ( #12666 )
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Thanks @kylesayrs for catching this!
2025-02-03 13:42:18 +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
