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55 Commits
Author SHA1 Message Date
Harry MellorandClaude Opus 5 651a88c09a [CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-09-16 10:57:24 -07:00
Harry MellorandClaude Opus 5 8c1557a79c Add pydocstyle to the ruff rules (#52136) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <hej.mellor@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-09-16 16:44:29 +00:00
Harry Huangandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 3116c5d06b [Qwen4Exp] Support UVA PLE-offload and Engram tensor parallelism (#54371) 
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-09-09 07:32:34 -07:00
Roderick Wuandmgoin 2c9d68f80b [Quant][Kernel] Remove GPTQ Group/Dynamic Activation Ordering (#54809) 
Signed-off-by: Roderick-Wu <roderickwu2003@gmail.com>
Signed-off-by: Roderick Wu <roderickwu2003@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2026-09-08 12:45:12 -07:00
fxmarty-amdCodexmgoin
 		5690b02c03 [Quantization] Support online quantization with partially pre-quantized checkpoints (#51392) 
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2026-09-04 11:46:06 -07:00
siyuliusy58Isotr0py
 		a69e75b9b6 Fast Start (#54921) 
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: liusy58 <liusy58@smail.nju.edu.cn>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
 2026-09-04 06:32:06 -07:00
Tomasz Zielinskimergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Claude Opus 5Harry Mellor
 		ffe3bb3c72 [Hardware][XPU] Register matmul and linear batch-invariant kernels for XPU (#49209) 
Signed-off-by: tzielinski-habana <tomasz.zielinski@intel.com>
Signed-off-by: Tomasz Zielinski <85164140+tzielinski-habana@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-09-02 13:31:38 +00:00
Jee Jee Li e2c8eeac40 [kernel] Fused embedding kernel (#53677) 
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
 2026-08-31 11:34:14 +00:00
+5
Harry Huangzjy0516KungYorkThien TranYifan Qiaoandyluo7Isotr0pyandyluo7OpenAI Codexlishunyang12Vadim GimpelsonIsotr0pyLucas WilkinsonClaude Opus 5OpenAI Codex
 		e126687a9a [Model] Support Qwen3.8-Flash-Next (#53896) 
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: andyluo7 <andy.luo@amd.com>
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: Harry Huang <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: KungYork <firelikest@163.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: andyluo7 <43718156+andyluo7@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
 2026-08-31 05:57:56 +00:00
Wentao Ye f59bb0bd8c [Refactor] Refactor batch invariance folder (#53619) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-08-24 14:31:36 -07:00
Harry Mellor e7b8d59460 Fully generalise input embedding handling in Transformers modelling backend (#51247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-08-06 16:21:24 +00:00
Ning Xie 62a86318de [VocabParallelEmbedding] fix extra_repr fields concat (#51224) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2026-08-06 05:22:18 -07:00
Michael GoinandOpenAI Codex d6247d7173 [Spec Decode][Perf] Replicate DSpark Markov head across TP ranks (#49731) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
 2026-07-29 11:43:51 -04:00
JohnandHarry Mellor 0e207dac78 [Bugfix] Transformers backend: apply learned lm_head.bias for tied-embedding models (#46835) 
Signed-off-by: John Langford <jl@hunch.net>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-06-29 08:59:15 +00:00
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
Wei-Ming Chen 6f5b533241 Add LM head quantization support for ModelOpt (#42124) 
Signed-off-by: weimingc <17592131+meenchen@users.noreply.github.com>
 2026-05-26 09:21:05 -07:00
Monishvermergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Nicolò Lucchesi
 		8213e8f880 Bug/test eagle dp v0 (#38938) 
Signed-off-by: Monishver Chandrasekaran <monishverchandrasekaran@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
 2026-04-13 20:50:08 +00:00
Hexiang Wangandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 1dfd64c1cc [PluggableLayer][3/N] Apply PluggableLayer to llm_head and vocab embedding layer (#33465) 
Signed-off-by: whx-sjtu <2952154980@qq.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-04-10 16:12:59 +08:00
Shanshan Shen 08d954f036 [Doc] Add developer guide for CustomOp (#30886) 
Signed-off-by: shen-shanshan <467638484@qq.com>
 2026-01-09 16:21:11 +00:00
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
Didier Durand 41ae4a1eab [Doc]: fix typos in various files (#24798) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-09-13 00:43:33 -07:00
Konrad Zawora 4aa23892d6 [Bugfix] Fix platform-specific routing in CustomOp implementations (#24444) 
Signed-off-by: Konrad Zawora <kzawora@habana.ai>
 2025-09-11 17:15:01 +00:00
zzhxxx 736569da8d [Platform] Custom ops support for LMhead and LogitsProcessor (#23564) 
Signed-off-by: zzhx1 <zzh_201018@outlook.com>
 2025-09-10 06:26:31 -07:00
Li, Jiang 57b1ce94f7 [CPU] Refactor CPU unquantized linear (#24150) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-09-04 14:28:45 +08:00
wangxiyuan 0b1bdac6af [Platform] Custom ops support for FusedMoe (#22509) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-08-13 04:12:00 -07:00
Woosuk Kwon 4de7146351 [V0 deprecation] Remove V0 HPU backend (#21131) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-07-17 16:37:36 -07:00
Li, Jiang 6cc1e7d96d [CPU] Update custom ops for the CPU backend (#20255) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-07-01 07:25:03 +00:00
Di Liu 5b3ad5ecf2 [DOC] fix doc typos (#19600) 
Signed-off-by: Di Liu <liu-di@sjtu.edu.cn>
 2025-06-17 11:34:53 +08:00
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
Charlie Fu 54271bb766 [ROCm][Misc] Follow-ups for Skinny Gemms on ROCm. (#17011) 
Signed-off-by: charlifu <charlifu@amd.com>
 2025-04-25 22:05:10 -07:00
Alexey Kiryushin 63d8eabed0 [Bugfix]: Fix is_embedding_layer condition in VocabParallelEmbedding (#15824) 
Signed-off-by: alexwl <alexey.a.kiryushin@gmail.com>
 2025-03-31 22:57:59 -07:00
Qubitium-ModelCloud 36a08630e8 [CORE] [QUANT] Support for GPTQModel's dynamic quantization per module override/control (#7086) 2025-02-12 09:19:43 -08:00
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
Nicolò Lucchesi 5fe6bf29d6 [BugFix] Fix GGUF tp>1 when vocab_size is not divisible by 64 (#12230) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-01-21 12:23:14 +08:00
wangxiyuanandyoukaichao 20410b2fda [platform] support custom torch.compile backend key (#11318) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2025-01-10 23:46:51 +08:00
youkaichao 7851b45196 [5/N][torch.compile] torch.jit.script --> torch.compile (#10406) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-18 23:20:06 +08:00
+26
Konrad ZaworaKunshang JiSanju C SudhakaranMichal AdamczykMarceli FylcekHimangshu LahkarVivek GoelyuwenzhoDominika Olszewskabarak goldbergMichal SzutenbergJan KanieckiAgata DobrzyniewiczKrzysztof WisniewskiDudi LesterIlia TarabanChendi.XueMichał KuligowskiJakub MaksymczukTomasz ZielinskiSun ChoiIryna BoikoBob Zhuhlin99Zehao HuangAndrzej KotłowskiYan TomsinskyNir DavidYu-ZhouRuheena Suhani ShaikKarol DamaszkeMarcin SwiniarskiWoosuk KwonJacek CzajaJacek CzajaYuan
 		a02a50e6e5 [Hardware][Intel-Gaudi] Add Intel Gaudi (HPU) inference backend (#6143) 
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Signed-off-by: Bob Zhu <bob.zhu@intel.com>
Signed-off-by: zehao-intel <zehao.huang@intel.com>
Signed-off-by: Konrad Zawora <kzawora@habana.ai>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Sanju C Sudhakaran <scsudhakaran@habana.ai>
Co-authored-by: Michal Adamczyk <madamczyk@habana.ai>
Co-authored-by: Marceli Fylcek <mfylcek@habana.ai>
Co-authored-by: Himangshu Lahkar <49579433+hlahkar@users.noreply.github.com>
Co-authored-by: Vivek Goel <vgoel@habana.ai>
Co-authored-by: yuwenzho <yuwen.zhou@intel.com>
Co-authored-by: Dominika Olszewska <dolszewska@habana.ai>
Co-authored-by: barak goldberg <149692267+bgoldberg-habana@users.noreply.github.com>
Co-authored-by: Michal Szutenberg <37601244+szutenberg@users.noreply.github.com>
Co-authored-by: Jan Kaniecki <jkaniecki@habana.ai>
Co-authored-by: Agata Dobrzyniewicz <160237065+adobrzyniewicz-habana@users.noreply.github.com>
Co-authored-by: Krzysztof Wisniewski <kwisniewski@habana.ai>
Co-authored-by: Dudi Lester <160421192+dudilester@users.noreply.github.com>
Co-authored-by: Ilia Taraban <tarabanil@gmail.com>
Co-authored-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Michał Kuligowski <mkuligowski@habana.ai>
Co-authored-by: Jakub Maksymczuk <jmaksymczuk@habana.ai>
Co-authored-by: Tomasz Zielinski <85164140+tzielinski-habana@users.noreply.github.com>
Co-authored-by: Sun Choi <schoi@habana.ai>
Co-authored-by: Iryna Boiko <iboiko@habana.ai>
Co-authored-by: Bob Zhu <41610754+czhu15@users.noreply.github.com>
Co-authored-by: hlin99 <73271530+hlin99@users.noreply.github.com>
Co-authored-by: Zehao Huang <zehao.huang@intel.com>
Co-authored-by: Andrzej Kotłowski <Andrzej.Kotlowski@intel.com>
Co-authored-by: Yan Tomsinsky <73292515+Yantom1@users.noreply.github.com>
Co-authored-by: Nir David <ndavid@habana.ai>
Co-authored-by: Yu-Zhou <yu.zhou@intel.com>
Co-authored-by: Ruheena Suhani Shaik <rsshaik@habana.ai>
Co-authored-by: Karol Damaszke <kdamaszke@habana.ai>
Co-authored-by: Marcin Swiniarski <mswiniarski@habana.ai>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Jacek Czaja <jacek.czaja@intel.com>
Co-authored-by: Jacek Czaja <jczaja@habana.ai>
Co-authored-by: Yuan <yuan.zhou@outlook.com>
 2024-11-06 01:09:10 -08:00
Isotr0py 07c11cf4d4 [Bugfix] Fix lm_head weights tying with lora for llama (#9227) 2024-10-10 21:11:56 +08:00
Dipika Sikka 2188a60c7e [Misc] Update GPTQ to use vLLMParameters (#7976) 2024-09-03 17:21:44 -04:00
Isotr0py d78789ac16 [Bugfix] Fix incorrect vocal embedding shards for GGUF model in tensor parallelism (#7954) 2024-08-29 15:54:49 -04:00
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
Woosuk Kwon 6806998bf9 [Bugfix] Fix embedding to support 2D inputs (#5829) 2024-06-26 00:15:22 -07:00
Kunshang JiJiang LiAbhilash MajumderAbhilash Majumder
 		728c4c8a06 [Hardware][Intel GPU] Add Intel GPU(XPU) inference backend (#3814) 
Co-authored-by: Jiang Li <jiang1.li@intel.com>
Co-authored-by: Abhilash Majumder <abhilash.majumder@intel.com>
Co-authored-by: Abhilash Majumder <30946547+abhilash1910@users.noreply.github.com>
 2024-06-17 11:01:25 -07:00
Antoni Baum ccdc490dda [Core] Change LoRA embedding sharding to support loading methods (#5038) 2024-06-06 19:07:57 -07:00
Jee Li d6f4bd7cdd [Misc]Add customized information for models (#4132) 2024-04-30 21:18:14 -07:00