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32 Commits
Author SHA1 Message Date
fxmarty-amd 48825acc23 [Quantization] Remove dead QuantizationConfig.is_mxfp4_quant (#51793) 
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
 2026-08-13 13:58:31 -04:00
Harry Mellor 5051698e41 Remove unnecessary load_weights methods (#44589) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-06-29 01:52:23 -07:00
Mike GandMichael Goin ad28d605e6 [Bugfix] Default tie_weights to sharing the weight (fix tied quantized embeddings, e.g. ModelOpt Gemma4) (#45544) 
Signed-off-by: Mike G <180722391+mikekg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-06-25 17:46:28 -07:00
Isotr0py 6635279d8a [Migration] Migrate GGUF quantization support to plugin (#39612) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-06-12 12:02:21 -07:00
Harry Mellor a80af24356 Speed up docs build (#44635) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-06-05 14:51:44 +00:00
Harry Mellorandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 62215e72c6 Remove KV cache scale boilerplate from model weight loading methods (#43167) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-06-05 05:19:04 -07:00
Yongye Zhu 739e5945dc [Quantization] [Refactor] Create special "GptOssMxfp4MoeMethod" (#39604) 
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
 2026-04-13 12:53:58 -04:00
Hongxia YangandHongxia Yang dbdd9ae067 [ROCm][Bugfix] fix exception related to trust_remote_code for MiniMax-M2.1-MXFP4 (#37698) 
Signed-off-by: Hongxia Yang <hongxiay.yang@amd.com>
Co-authored-by: Hongxia Yang <hongxiay.yang@amd.com>
 2026-03-30 15:49:23 +00:00
Asaf Joseph Gardin 1faa8cb73c [Quantization] - Added uses_meta_device_weights to quant config (#34645) 
Signed-off-by: Josephasafg <ajgard7@gmail.com>
 2026-02-17 23:43:44 -08:00
xuebwang-amdRobert ShawRobert Shaw
 		b129136c7a [ROCm][Quantization] GPT_OSS in amd-quark format model loading and emulations (#29008) 
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-02-10 10:08:05 -05:00
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
Harry Mellor d6953beb91 Convert formatting to use ruff instead of yapf + isort (#26247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 07:06:22 -07:00
Isotr0py d4d9899860 [Quantization] Add field to skip unquantized modules for GPTQ config (#25455) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-26 15:47:41 +00:00
Didier DurandRussell BryantWentao Ye
 		83609ca91d [Doc]: fix typos in Python comments (#24173) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-09-04 08:52:17 -07:00
Kyle Sayers 9025a9a705 [Quant] [Bugfix] Fix quantization config matching with hf_to_vllm_mapper (#20046) 2025-07-01 19:20:34 +09:00
Simon Mo 02f0c7b220 [Misc] Add SPDX-FileCopyrightText (#19100) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-06-03 11:20:17 -07:00
Harry Mellor 6223dd8114 Update deprecated type hinting in model_executor/layers (#18056) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-13 04:17:23 -07:00
Harry Mellor 13698db634 Improve configs - ModelConfig (#17130) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-30 10:38:22 +08:00
Kyle Sayers 12913d17ba [Quant] Add SupportsQuant to phi3 and clip (#13104) 2025-02-15 19:28:33 -08:00
Kyle Sayersandmgoin 7ff7a638b6 [Model][Quant] Fix GLM, Fix fused module mappings for quantization (#12634) 
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
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
kewang-xlnxkewang2Michael Goin
 		de0526f668 [Misc][Quark] Upstream Quark format to VLLM (#10765) 
Signed-off-by: kewang-xlnx <kewang@xilinx.com>
Signed-off-by: kewang2 <kewang2@amd.com>
Co-authored-by: kewang2 <kewang2@amd.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
 2025-01-15 11:05:15 -05:00
Michael Goin 399c798608 Remove ScaledActivation for AWQ (#10057) 
Signed-off-by: mgoin <michael@neuralmagic.com>
 2024-11-06 14:27:06 +00:00
Isotr0pyandMichael Goin 360bd67cf0 [Core] Support loading GGUF model (#5191) 
Co-authored-by: Michael Goin <michael@neuralmagic.com>
 2024-08-05 17:54:23 -06:00
Robert Shaw 683e3cb9c4 [ Misc ] fbgemm checkpoints (#6559) 2024-07-20 09:36:57 -07:00
Qubitium-ModelCloudRobert ShawZX
 		ee93f4f92a [CORE] Quantized lm-head Framework (#4442) 
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
Co-authored-by: ZX <zx@lbx.dev>
 2024-07-02 22:25:17 +00:00
Dipika Sikka 7836fdcc11 [Misc] Fix get_min_capability (#5971) 2024-06-30 20:15:16 +00:00
Alexander MatveevandRobert Shaw 6979ade384 Add GPTQ Marlin 2:4 sparse structured support (#4790) 
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
 2024-05-16 12:56:15 -04:00
SangBin Cho df29793dc7 [mypy][5/N] Support all typing on model executor (#4427) 2024-04-28 19:01:26 -07:00
Cody Yu a62aaf1df5 [Misc][Refactor] Generalize linear_method to be quant_method (#4373) 2024-04-26 16:41:14 -04:00
Woosuk Kwon 8d17774f92 Add AWQ support for all models (#1714) 2023-11-18 17:56:47 -08:00
Zhuohan Li 7076fa1c9f TP/quantization/weight loading refactor part 2 - Refactor quantized linear logic and extend quantization support to all models (#1622) 
Refactor the tensor parallelism, quantization, and weight-loading codes.

Summary of the new features enabled by this PR:
- **All models** are able to be quantized with AWQ and SqueezeLLM, and [soon GPTQ](https://github.com/vllm-project/vllm/pull/1580).
- Model loading code became much simpler.
- Support model parallelism for all MQA/GQA models when the number of key/value heads is smaller than the tensor parallel size.
 2023-11-15 22:50:41 -08:00