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47 Commits
Author SHA1 Message Date
bnellnm d1481ba783 [MoE Refactor] Introduce MoERunner abstraction and move execution logic from FusedMoE to DefaultMoERunner (#32344) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-02-10 19:51:07 -05:00
bnellnmandRobert Shaw a57c8228ff [Moe Refactor] Make Inplace Flag for FusedMoEModularKernel part of the constructor (#33375) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-02-05 18:07:18 +00:00
bnellnm dc917cceb8 [MoE Refactor] Move select_experts from FusedMoEQuantMethod -> FusedMoE (#31996) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-01-22 18:21:35 -05:00
bnellnm 327a02d8db [MoE Refactor] Separate Router into OO Classes (#30623) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-01-18 11:40:49 -05:00
bnellnm e74698c27a [Misc][Refactor] Add FusedMoERouter object (#30519) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-01-08 20:52:55 +00:00
baonudesifeizhaiRobert ShawRobert Shaw
 		54c8924384 [MoE Refactor][5/N] Isolate zero expert to LongCatFlash (#28891) 
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Signed-off-by: Dongjie Zou <85092850+baonudesifeizhai@users.noreply.github.com>
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
 2025-12-20 18:22:04 +00:00
bnellnmRobert ShawLucas WilkinsonTyler Michael Smith
 		00e5cbb967 [MoE][Refactor] Remove most arguments to FusedMoEMethodBase.apply (#29066) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
 2025-12-09 13:48:25 -08:00
bnellnm 8f066146c3 [MoE][Refactor] Make select_experts a non-static method (#29067) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-11-24 13:38:04 -05:00
bnellnm 938772af03 [Kernels] Isolate modular kernel code from FusedMoEMethodBase subclasses. (#27123) 2025-11-04 21:59:45 +08:00
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
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
Harry Mellor 61aedb5ffe MoveVllmConfig from config/__init__.py to config/vllm.py (#25271) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-29 19:49:49 -07:00
XuruiYangandyangxurui 845adb3ec6 [Model] Add LongCat-Flash (#23991) 
Signed-off-by: yangxurui <yangxurui@meituan.com>
Co-authored-by: yangxurui <yangxurui@meituan.com>
 2025-09-24 21:53:40 -07:00
bnellnm 5963b98b46 [Kernel] Delegate construction of FusedMoEQuantConfig to FusedMoEMethodBase subclasses (#22537) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-09-17 17:43:31 -06:00
bnellnm e9b92dcd89 [Kernels] Overlap shared experts with send/recv (#23273) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-09-03 12:35:18 -04:00
Xin YangMichael GoinCyrus Leung
 		8fb85b7bb6 Add routed_scaling_factor to MoE grouped topk (#23123) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-08-29 21:36:48 -07:00
bnellnmandMichael Goin 8ad7285ea2 [Kernels] Clean up FusedMoeMethodBase and modular kernel setup. Remove extra arguments from modular kernel methods. (#22035) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-08-15 14:46:00 -04:00
Syed Muhammad Bin Asif 609b533cb6 [Bugfix] Add proper comparison for package versions (#22314) 
Signed-off-by: Syed Muhammad Bin Asif <syedmba7@connect.hku.hk>
 2025-08-06 20:31:03 -07:00
Jee Jee Li 8e6c7e873f [Bugfix] Fix MoE BNB version (#22260) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-05 19:56:22 -07:00
Ruheena Suhani Shaik 016b8d1b7f Enabled BnB NF4 inference on Gaudi (#20172) 
Signed-off-by: Ruheena Suhani Shaik <rsshaik@habana.ai>
 2025-07-14 20:26:08 -07:00
Li, Jiang b1235c3e10 [Bugfix] Lazy import fused_experts in BitsAndBytesMoEMethod to avoid break not-cuda-alike devices (#20822) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-07-11 20:52:05 -07:00
Jee Jee Li 8020e98c9f [Quantization][1/N] MoE support BNB-Inflight Quantization (#20061) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-11 08:01:13 +00:00
Jee Jee Li 1819fbda63 [Quantization] Bump to use latest bitsandbytes (#20424) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-03 21:58:46 +08:00
Jee Jee LiIsotr0pygemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 		b6553be1bc [Misc] Slight improvement of the BNB (#19418) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-06-10 13:51:49 +00:00
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
Jee Jee Li 726efc6a32 [Quantization][V1] BitsAndBytes support V1 (#15611) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-03-28 10:12:47 +08:00
Jee Jee Li 3892e58ad7 [Misc] Upgrade BNB version (#15183) 2025-03-24 05:51:42 +00:00
Kyle Sayers 12913d17ba [Quant] Add SupportsQuant to phi3 and clip (#13104) 2025-02-15 19:28:33 -08:00
Daniel Han cb944d5818 Allow Unsloth Dynamic 4bit BnB quants to work (#12974) 2025-02-12 23:13:08 -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
Jee Jee Li 15859f2357 [[Misc]Upgrade bitsandbytes to the latest version 0.45.0 (#11201) 2024-12-15 03:03:06 +00:00
yansh97 cfb3bf25fb [bugfix] fix the default value of llm_int8_threshold in BitsAndBytesConfig (#10657) 2024-11-27 13:55:23 +08:00
Michael Goin 7576cd38df [Bugfix] Check bnb_4bit_quant_storage for bitsandbytes (#10642) 2024-11-26 12:29:00 -08:00
Michael Goin 399c798608 Remove ScaledActivation for AWQ (#10057) 
Signed-off-by: mgoin <michael@neuralmagic.com>
 2024-11-06 14:27:06 +00:00
Jee Jee Li b9c64c0ca7 [Misc] Modify BNB parameter name (#9997) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-11-05 14:40:08 -05:00
Michael Goin 37a4947dcd [Bugfix] Fix layer skip logic with bitsandbytes (#9887) 
Signed-off-by: mgoin <michael@neuralmagic.com>
 2024-11-01 13:12:44 +08:00
Isotr0py 09500f7dde [Model] Add BNB quantization support for Mllama (#9720) 2024-10-29 08:20:02 -04:00
chenqianfzh 2f4117c38e support bitsandbytes quantization with more models (#9148) 2024-10-08 19:52:19 -06:00
Jee Jee Li 13f9f7a3d0 [[Misc]Upgrade bitsandbytes to the latest version 0.44.0 (#8768) 2024-09-24 17:08:55 -07:00
chenqianfzh 4664ceaad6 support bitsandbytes 8-bit and FP4 quantized models (#7445) 2024-08-29 19:09:08 -04:00
dongmao zhangandMichael Goin 87525fab92 [bitsandbytes]: support read bnb pre-quantized model (#5753) 
Co-authored-by: Michael Goin <michael@neuralmagic.com>
 2024-07-23 23:45:09 +00:00
Robert Shaw 683e3cb9c4 [ Misc ] fbgemm checkpoints (#6559) 2024-07-20 09:36:57 -07:00
Dipika Sikka 7836fdcc11 [Misc] Fix get_min_capability (#5971) 2024-06-30 20:15:16 +00:00
chenqianfzh b9c0605a8e [Feature][Kernel] Support bitsandbytes quantization and QLoRA (#4776) 2024-06-01 14:51:10 -06:00