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2340 Commits
Author SHA1 Message Date
Woosuk Kwon bc6e542d9f Remove V0 attention backends (#25351) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-21 16:03:28 -07:00
Isotr0py af7dfb0d1a [Perf] Further optimization for Qwen3-VL fast_pos_embed_interpolate (#25347) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-21 20:12:45 +00:00
Woosuk Kwon 1c3ffdbecc [V0 Deprecation] Remove V0 sampling metadata (#25345) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
 2025-09-21 10:37:11 -07:00
Woosuk Kwon 26e673fe93 [V0 Deprecation] Remove V0 Sequence class & Sampler (#25332) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
 2025-09-21 08:52:15 -07:00
Roger Wang 30d08911f7 [MM][Perf] Minor Optimization on Qwen3-VL fast_pos_embed_interpolate (#25337) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-09-21 11:05:20 +00:00
Wenlong WangandRoger Wang 035fd2bd2c [Multi Modal][Performance] Fused Q,K's apply_rope in more models (#25005) 
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-09-21 03:55:10 +00:00
Woosuk Kwon 572ddf83ce [Chore] Remove unused sampler in models (#25324) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-20 19:53:20 -07:00
Isotr0py 3c713a9711 [Model] Cleanup InternViT's data parallel implementation (#25306) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-20 05:46:24 -07:00
Manoel MarquesHarry MellorLuka Govedič
 		bf8b26cad1 Generate _ModelInfo properties file when loading to improve loading speed (#23558) 
Signed-off-by: Manoel Marques <manoel.marques@ibm.com>
Signed-off-by: Manoel Marques <manoelmrqs@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-09-20 11:51:13 +00:00
Roger Wang be874c0201 [Bugfix] Fix Qwen3-VL-MoE weight loading for EP (#25300) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-09-20 00:04:05 -07:00
JartX 3642909617 [BUGFIX] GPTQ quantization compatibility for Qwen3 Next MOE models (AutoGPTQ and AutoRound-GPTQ) (#25268) 
Signed-off-by: JartX <sagformas@epdcenter.es>
 2025-09-20 11:18:13 +08:00
Harry Mellor c308501cb6 Improve weight loading for encoder models in Transformers backend (#25289) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-20 03:11:03 +00:00
ZhiyuandMichael Goin 431535b522 Enable modelopt gemma3 nvfp4/fp8, make workflow more robust (#22771) 
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-09-19 22:40:33 +00:00
samzong 138f0d1e75 [Docs] add __init__.py to vllm/model_executor/layers/quantization/compressed_tensors/transform (#24974) 
Signed-off-by: samzong <samzong.lu@gmail.com>
 2025-09-19 18:32:27 +00:00
Harry Mellor 12aed7e453 Encoder model support for the Transformers backend (#25174) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-19 19:15:22 +01:00
LJH-LBJJunhongRoger Wang
 		d90e212a3a Remove Redundant Assignment in Qwen3_VisionPatchMerger (#25224) 
Signed-off-by: Junhong <liujunhong11@huawei.com>
Co-authored-by: Junhong <liujunhong11@huawei.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-09-19 12:15:13 -06:00
Harry Mellor aed16879a9 Move ModelConfig from config/__init__.py to config/model.py (#25252) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-19 16:22:33 +00:00
Icey 838d7116ba [Qwen] Remove cuda hard-code in qwen3 next (#25243) 
Signed-off-by: Icey <1790571317@qq.com>
 2025-09-19 12:25:12 +00:00
Cyrus Leung 5089fd749c [V0 Deprecation] Remove V0 logic from get_input_embeddings interface (#25242) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-19 11:10:52 +00:00
Roger Wang 1dfea5f4a9 [Bugfix][Perf] Misc fixes for Qwen3 VL (#25238) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-09-19 10:46:16 +00:00
Chen Ding 1a0a04dae9 [Perf] Optimize memory peak during EAGLE model loading. (#24585) 
Signed-off-by: Chen Ding <candy.dc@alibaba-inc.com>
 2025-09-19 03:31:16 +00:00
Azizgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Cyrus Leung
 		38db529f66 [feat]: Create interface for model-specific M-RoPE (#24194) 
Signed-off-by: AzizCode92 <azizbenothman76@gmail.com>
Signed-off-by: Aziz <azizbenothman76@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-09-18 19:18:56 +00:00
Nikhil Gupta 064cac7bb7 [fix]: remove data type hardcoding from gptoss model implementation (#23807) 
Signed-off-by: Nikhil Gupta <nikhil.gupta2@arm.com>
 2025-09-18 18:15:23 +00:00
qizixiandCyrus Leung c4cb0af98a [spec decode] Fix MTP inference path for MiMo-7B model (#25136) 
Signed-off-by: zixi-qi <qizixi@meta.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-09-18 09:12:19 -07:00
wang.yuqiandIsotr0py 5f696c33b1 [New Model] Support BertForTokenClassification / Named Entity Recognition (NER) task (#24872) 
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-18 23:22:01 +08:00
Vadim Gimpelson 072d7e53e5 [PERF] Add conv1d metadata to GDN attn (#25105) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2025-09-18 14:27:49 +00:00
Aaron PhamandHarry Mellor 29283e8976 [Chore] Cleanup guided namespace, move to structured outputs config (#22772) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-18 09:20:27 +00:00
PunitvaraandHarry Mellor 05b044e698 [Doc] Fix cross-reference warnings (#25058) 
Signed-off-by: Punit Vara <punitvara@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-18 02:05:16 -07:00
Tao He ef7eefe17a [Qwen] Add fp8 checkpoint support for qwen3-next. (#25079) 
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
 2025-09-18 08:16:04 +00:00
Harry Mellor f4cd80f944 Retrieve sliding_window from text config in Gemma3 MM (#25085) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-18 06:29:05 +00:00
YiwenC 9d8a2d86d2 [EPLB] Add EPLB support for hunyuan_v1 (#23078) 2025-09-18 04:51:35 +00:00
YiwenCandRoger Wang 52bc9d5b3e [Model] enable data parallel for InternVL vision encoder (#23909) 
Signed-off-by: Yiwen Chen <yiwen66@berkeley.edu>
Signed-off-by: YiwenC <54658925+666even666@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-09-17 21:11:46 -07:00
toncaotoncaoJee Jee Li
 		027d37df38 [Bugfix][Qwen3-Next] add prefixes to shared_expert in qwen3-next and mlp in qwen2moe to successfully load ignored params in quantized models (#24960) 
Signed-off-by: toncao <cpatonn@gmail.com>
Co-authored-by: toncao <cpatonn@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-18 12:08:50 +08:00
Roger WangHuang Jie松灵gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Isotr0py
 		3127274d02 [MM Encoder] Apply DP ViT for Qwen3-VL model series (#24955) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Huang Jie <92386084+JJJYmmm@users.noreply.github.com>
Co-authored-by: 松灵 <26085463+wulipc@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-17 21:04:21 -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
Tao He dd6a910aac [Bugfix][Qwen3-Next] fixes the varlen issue in qwen3-next's MTP implementation. (#24957) 
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
 2025-09-17 21:59:09 +08:00
danielafrimiandroot 252ada5559 Add RADIO Vision Encoder Support to vLLM (#24595) 
Signed-off-by: Daniel Afrimi <danielafrimi8@gmail.com>
Co-authored-by: root <root@cw-dfw-h100-001-305-026.cm.cluster>
 2025-09-17 05:53:30 -07:00
whx c15309a730 [Model] Apply SharedFusedMoE to glm4_moe. (#24849) 
Signed-off-by: whx-sjtu <2952154980@qq.com>
 2025-09-17 16:02:31 +08:00
whx 4a9375fe9d [Model] Pass param prefix to LLMHead (#24862) 
Signed-off-by: whx-sjtu <2952154980@qq.com>
 2025-09-17 16:01:27 +08:00
rouchenziandBowen Wang b77bf34e53 [EPLB] Support EPLB for Mixtral Model (#22842) 
Signed-off-by: rouchenzi <ruochenwen@gmail.com>
Signed-off-by: rouchenzi <40842833+rouchenzi@users.noreply.github.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>
 2025-09-17 07:27:34 +00:00
Roger WangHuang Jie松灵Isotr0py
 		0f7acdd73c [Model] Support Qwen3-VL Model Series (#24727) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Huang Jie <92386084+JJJYmmm@users.noreply.github.com>
Co-authored-by: 松灵 <26085463+wulipc@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-17 05:01:04 +00:00
Isotr0py d593cf28fa [Misc] Add removed encoder-decoder models to previously supported models list (#24961) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-16 10:46:46 -07:00
Chih-Chieh Yang 73cfb3c5ee [Model] Clean up and simplify Mamba2 Metadata Usage in both V0 and V1 (#24331) 
Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
 2025-09-16 14:53:43 +00:00
vllmellm 8c54610265 [Bug] [Spec Dec]: Fix kv_cache dtype mismatch for Eagle3 drafter on FP8 target (#24505) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-09-16 04:45:38 +00:00
Woosuk Kwon 759ef49b15 Remove V0 Encoder-Decoder Support (#24907) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
 2025-09-15 21:17:14 -07:00
Harry Mellorandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> c4afdb69cc Move MultiModalConfig from config/__init__.py to config/multimodal.py (#24659) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-09-15 17:43:16 +00:00
Isotr0py 0e219cd50b [Bugfix] Fix GLM4.1V multimodal processor with compatability for Transformers v4.56 (#24822) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-15 20:45:06 +08:00
ant-yyandIsotr0py 72c99f2a75 [Model]: support Ling2.0 (#24627) 
Signed-off-by: vito.yy <vito.yy@antgroup.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-15 05:09:30 -07:00
Didier Durand 4979eb79da [Doc]: fix typos in various files (#24821) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-09-15 01:08:52 -07:00
bingchen-mi a8c0f59973 [Bugfix] MiDashengLM model contact error under concurrent testing (#24738) 
Signed-off-by: chenbing8 <chenbing8@xiaomi.com>
Signed-off-by: bingchen-mi <chenbing8@xiaomi.com>
 2025-09-15 06:38:12 +00:00