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717 Commits
Author SHA1 Message Date
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
Isotr0py 98fd089fc9 [VLM] Add MLA with pure RoPE support for deepseek-vl2 models (#12729) 2025-02-04 20:44:26 -08:00
Harry Mellor 249824c3bf Refactor Linear handling in TransformersModel (#12727) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-02-05 04:31:12 +00:00
Michael GreenbaumandMichael Greenbaum 6469038b14 [Bugfix] Fix loading of fine-tuned models based on Phi-3-Small (#12689) 
Signed-off-by: Michael Greenbaum <mgreenbaum@microsoft.com>
Co-authored-by: Michael Greenbaum <mgreenbaum@microsoft.com>
 2025-02-04 20:58:48 +08:00
Isotr0pyandCyrus Leung 815079de8e [VLM] merged multimodal processor and V1 support for idefics3 (#12660) 
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-02-04 20:00:51 +08:00
Cyrus LeungandIsotr0py d1ca7df84d [VLM] Merged multi-modal processor for InternVL-based models (#12553) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2025-02-04 16:44:52 +08:00
Jee Jee Li 96b23621c1 [Misc] Add BNB quantization for Whisper (#12381) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-02-04 16:27:36 +08:00
Thomas Parnell bb392af434 [Doc] Replace ibm-fms with ibm-ai-platform (#12709) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-02-04 07:05:04 +00:00
Michael Goin 5d98d56089 Support Pixtral-Large HF by using llava multimodal_projector_bias config (#12710) 
Signed-off-by: mgoin <michael@neuralmagic.com>
 2025-02-04 11:55:46 +08:00
Russell Bryant 33e0602e59 [Misc] Fix improper placement of SPDX header in scripts (#12694) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-02-03 11:16:59 -08:00
ArthurIsotr0pyHarry MellorIsotr0pyCyrus LeungMichael GoinIsotr0py
 		a1a2aaadb9 [Model]: Add transformers backend support (#11330) 
# Adds support for `transformers` as a backend

Following https://github.com/huggingface/transformers/pull/35235, a
bunch of models should already be supported, we are ramping up support
for more models.

Thanks @Isotr0py for the TP support, and @hmellor for his help as well!
This includes: 
- `trust_remote_code=True` support: any model on the hub, if it
implements attention the correct way can be natively supported!!
- tensor parallel support

---------

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <41363108+Isotr0py@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-02-03 21:30:38 +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
Michael Goin 3194039c0e Apply torch.compile to fused_moe/grouped_topk (#12637) 2025-02-01 16:16:19 +00:00
Lucas WilkinsonWoosuk Kwonsimon-moMichael GoinZhuohan LiTyler Michael SmithAlexander Matveev
 		baeded2569 [Attention] Deepseek v3 MLA support with FP8 compute (#12601) 
This PR implements the Deepseek V3 support by performing matrix absorption the fp8 weights 

---------

Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.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>
 2025-01-31 21:52:51 -08:00
Lucas WilkinsonWoosuk Kwonsimon-moMichael GoinZhuohan LiTyler Michael SmithAlexander Matveevsimon-mo
 		cabaf4eff3 [Attention] MLA decode optimizations (#12528) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: simon-mo <xmo@berkeley.edu>
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: simon-mo <xmo@berkeley.edu>
 2025-01-30 23:49:37 -08:00
Aleksandr MalyshevandAleksandr Malyshev a1fc18c030 [ROCm][AMD][Model] llama 3.2 support upstreaming (#12421) 
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
 2025-01-31 12:24:28 +08:00
Pavani Majetyandmgoin b02fd288b2 [Hardware][NV] Fix Modelopt model loading for k-v-scales for Llama models. (#11787) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
Co-authored-by: mgoin <michael@neuralmagic.com>
 2025-01-29 01:46:12 -08:00
+29
AlphiSungjae Leeshaochangxushaochangxu.scxCyrus LeungNicolò LucchesisixgodIsotr0pyRoger WangRafael VasquezIsotr0pyCyrus LeungAkshat TripathiOleg MosalovJee Jee LiAvshalom ManevichRobert ShawYangcheng LiSiyuan LiConcurrenseeChenguang LiyoukaichaoAlex BrooksChen ZhangHarry MellorShanshan ShenelijahYikun JiangSteve LuomgoinWoosuk KwonKonrad ZaworaTJiantjtanaawangxiyuanmaang-hElfie GuoRui QiaoRoger Wang
 		d93bf4da85 [Model] Refactoring of MiniCPM-V and add MiniCPM-o-2.6 support for vLLM (#12069) 
Signed-off-by: hzh <hezhihui_thu@163.com>
Signed-off-by: Sungjae Lee <33976427+llsj14@users.noreply.github.com>
Signed-off-by: shaochangxu.scx <shaochangxu.scx@antgroup.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Roger Wang <ywang@roblox.com>
Signed-off-by: Rafael Vasquez <rafvasq21@gmail.com>
Signed-off-by: Akshat Tripathi <akshat@krai.ai>
Signed-off-by: Oleg Mosalov <oleg@krai.ai>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Signed-off-by: Yida Wu <yidawu@alumni.cmu.edu>
Signed-off-by: Chenguang Li <757486878@qq.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Alex-Brooks <Alex.brooks@ibm.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Shanshan Shen <467638484@qq.com>
Signed-off-by: elijah <f1renze.142857@gmail.com>
Signed-off-by: Yikun <yikunkero@gmail.com>
Signed-off-by: mgoin <michael@neuralmagic.com>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Konrad Zawora <kzawora@habana.ai>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
Co-authored-by: Sungjae Lee <33976427+llsj14@users.noreply.github.com>
Co-authored-by: shaochangxu <85155497+shaochangxu@users.noreply.github.com>
Co-authored-by: shaochangxu.scx <shaochangxu.scx@antgroup.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
Co-authored-by: sixgod <evethwillbeok@outlook.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
Co-authored-by: Rafael Vasquez <rafvasq21@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Akshat Tripathi <Akshat.tripathi6568@gmail.com>
Co-authored-by: Oleg Mosalov <oleg@krai.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Avshalom Manevich <12231371+avshalomman@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-neuralmagic@users.noreply.github.com>
Co-authored-by: Yangcheng Li <liyangcheng.lyc@alibaba-inc.com>
Co-authored-by: Siyuan Li <94890248+liaoyanqing666@users.noreply.github.com>
Co-authored-by: Concurrensee <yida.wu@amd.com>
Co-authored-by: Chenguang Li <757486878@qq.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Alex Brooks <alex.brooks@ibm.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
Co-authored-by: elijah <30852919+e1ijah1@users.noreply.github.com>
Co-authored-by: Yikun Jiang <yikunkero@gmail.com>
Co-authored-by: Steve Luo <36296769+SunflowerAries@users.noreply.github.com>
Co-authored-by: mgoin <michael@neuralmagic.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Konrad Zawora <kzawora@habana.ai>
Co-authored-by: TJian <tunjian1996@gmail.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: maang-h <55082429+maang-h@users.noreply.github.com>
Co-authored-by: Elfie Guo <164945471+elfiegg@users.noreply.github.com>
Co-authored-by: Rui Qiao <161574667+ruisearch42@users.noreply.github.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
 2025-01-29 09:24:59 +00:00
Travis JohnsonandWallas Santos 036ca94c25 [Bugfix] handle alignment of arguments in convert_sparse_cross_attention_mask_to_dense (#12347) 
Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com>
Signed-off-by: Wallas Santos <wallashss@ibm.com>
Co-authored-by: Wallas Santos <wallashss@ibm.com>
 2025-01-29 08:54:35 +00:00
Michael Goin bd02164cf9 Bugfix for whisper quantization due to fake k_proj bias (#12524) 
Signed-off-by: mgoin <michael@neuralmagic.com>
 2025-01-29 04:49:03 +00:00
Cyrus Leung 8f58a51358 [VLM] Merged multi-modal processor and V1 support for Qwen-VL (#12504) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-28 16:25:05 +00:00
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
Isotr0py ce69f7f754 [Bugfix] Fix gpt2 GGUF inference (#12467) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-01-27 18:31:49 +08:00
Cyrus Leung 5204ff5c3f [Bugfix] Fix Granite 3.0 MoE model loading (#12446) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-26 21:26:44 -08:00
Cyrus Leung fb30ee92ee [Bugfix] Fix BLIP-2 processing (#12412) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-25 11:42:42 +08:00
Gregory ShtrasbergandMicah Williamson e97f802b2d [FP8][Kernel] Dynamic kv cache scaling factors computation (#11906) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>
 2025-01-23 18:04:03 +00:00
Isotr0py c5b4b11d7f [Bugfix] Fix k_proj's bias for whisper self attention (#12342) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-01-23 10:15:33 +00:00
Cyrus Leung 6609cdf019 [Doc] Add docs for prompt replacement (#12318) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-22 14:56:29 +00:00
Roger Wang 16366ee8bb [Bugfix][VLM] Fix mixed-modality inference backward compatibility for V0 (#12313) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2025-01-22 21:06:36 +08:00
zhou fan 528dbcac7d [Model][Bugfix]: correct Aria model output (#12309) 
Signed-off-by: xffxff <1247714429@qq.com>
 2025-01-22 11:39:19 +00:00
Cyrus Leung cd7b6f0857 [VLM] Avoid unnecessary tokenization (#12310) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-22 11:08:31 +00:00
Kevin H. Luu 64ea24d0b3 [ci/lint] Add back default arg for pre-commit (#12279) 
Signed-off-by: kevin <kevin@anyscale.com>
 2025-01-22 01:15:27 +00:00
Cyrus Leung df76e5af26 [VLM] Simplify post-processing of replacement info (#12269) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-21 16:48:13 -08:00
wangxiyuan fa9ee08121 [Misc] Set default backend to SDPA for get_vit_attn_backend (#12235) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-01-21 11:52:11 -08:00
Cyrus Leung f2e9f2a3be [Misc] Remove redundant TypeVar from base model (#12248) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-21 08:40:39 +00:00
Jee Jee Li 1f1542afa9 [Misc]Add BNB quantization for PaliGemmaForConditionalGeneration (#12237) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-01-21 07:49:08 +00:00
Cyrus Leung 96912550c8 [Misc] Rename MultiModalInputsV2 -> MultiModalInputs (#12244) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-21 07:31:19 +00:00
Cyrus Leung b37d82791e [Model] Upgrade Aria to transformers 4.48 (#12203) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-20 17:58:48 +08:00
Isotr0py 83609791d2 [Model] Add Qwen2 PRM model support (#12202) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-01-20 14:59:46 +08:00
Martin Gleizeandmgleize user bbe5f9de7d [Model] Support for fairseq2 Llama (#11442) 
Signed-off-by: Martin Gleize <mgleize@meta.com>
Co-authored-by: mgleize user <mgleize@a100-st-p4de24xlarge-4.fair-a100.hpcaas>
 2025-01-19 10:40:40 -08:00
Roger WangimkeroDarkLight1337
 		81763c58a0 [V1] Add V1 support of Qwen2-VL (#12128) 
Signed-off-by: Roger Wang <ywang@roblox.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: imkero <kerorek@outlook.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-19 19:52:13 +08:00
Isotr0py edaae198e7 [Misc] Add BNB support to GLM4-V model (#12184) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-01-19 19:49:22 +08:00
Cyrus Leung 630eb5b5ce [Bugfix] Fix multi-modal processors for transformers 4.48 (#12187) 2025-01-18 19:16:34 -08:00
Isotr0py 02798ecabe [Model] Port deepseek-vl2 processor, remove dependency (#12169) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-01-18 13:59:39 +08:00
Isotr0py 62b06ba23d [Model] Add support for deepseek-vl2-tiny model (#12068) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-01-16 17:14:48 +00:00
Roger Wang 874f7c292a [Bugfix] Fix max image feature size for Llava-one-vision (#12104) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2025-01-16 14:54:06 +00:00
Isotr0py dd7c9ad870 [Bugfix] Remove hardcoded head_size=256 for Deepseek v2 and v3 (#12067) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-01-16 10:11:54 +00:00
Michael Goin 9aa1519f08 Various cosmetic/comment fixes (#12089) 
Signed-off-by: mgoin <michael@neuralmagic.com>
 2025-01-16 09:59:06 +00:00
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
RunningLeon 97eb97b5a4 [Model]: Support internlm3 (#12037) 2025-01-15 11:35:17 +00:00