Commit Graph
4236 Commits
Author SHA1 Message Date
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
Cyrus Leung c60e6137f0 [Optimization] Avoid repeated model architecture conversion for pooling models (#25261)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-09-20 13:30:22 +08:00
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
David-WenWentao YeMichael Goingemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
ddc9048394 Fix: Correct FusedMoE layer reference in auto_round quantization (#24818)
Signed-off-by: David-Wen <18927700430@163.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-09-19 20:44:24 +00:00
Michael GoinandLuka Govedič 48ecb4438b [Perf] Use FlashInfer RoPE for RotaryEmbedding.forward_cuda when available (#21126)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-09-19 14:06:49 -06:00
bnellnm 4bdf400218 [Bugfix] Fix chunked a2_scales in modular kernels (#25264)
Signed-off-by: Bill Nell <bnell@redhat.com>
2025-09-19 19:42:01 +00:00
Varun Sundar RabindranathandVarun Sundar Rabindranath 7852b82b93 [Bugfix] GPT OSS Attritbute error on H100 (#25228)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
2025-09-19 13:14:09 -06:00
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
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
Isotr0py cea91a32f2 [Kernel][Performance] Add Triton kernel for Qwen3-VL interleaved MRoPE (#25055)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-09-19 10:27:49 +00:00
Li, Jiang 825fdb11ad [Bugfix][CPU] Add placeholder to avoid import errors when using fused_moe ops on platforms without triton (#25137)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2025-09-19 07:41:12 +00:00
Li, Jiang 8c1d4acbfe [CPU] Disable oneDNN linear on non-x86 platforms (#25166)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2025-09-19 07:27:22 +00:00
Chendi.Xue a6149aa587 [OOT] Support sync_model_loading for OOT (#25126)
Signed-off-by: Chendi Xue <Chendi.Xue@intel.com>
2025-09-19 05:41:53 +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
Lucas Wilkinson 9fac6aa30b [BugFix] Fix DeepGEMM warmup, no m.weight_scale_inv (#25206)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-09-18 14:26:28 -07:00
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
Michael Goin fbd6523ac0 Refactor dense FP8 tensor/channel/block utils and add CT FP8 block (#21404) 2025-09-18 08:53:45 -04:00
Asaf Joseph Gardin 66072b36db [Bugfix][Mamba] - Fix Conv State Kernel FP32 Support (#24883)
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
2025-09-18 12:21:17 +00:00
Jee Jee Li 37970105fe [Model] Improve Pooling Model (#25149)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-09-18 11:04:21 +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
bnellnm dc2979c585 [Kernels] Overlap shared experts with combine instead of dispatch (#24254)
Signed-off-by: Bill Nell <bnell@redhat.com>
2025-09-18 12:10:21 +08:00
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
haoyangli-amdandHaoyang Li ca2d1925ef [Rocm] [quantization] Fix quark ptpc moe and add test case (#24649)
Signed-off-by: Haoyang Li <lihaoyang0109@gmail.com>
Co-authored-by: Haoyang Li <haoyang.li@amd.com>
2025-09-16 22:15:13 -07:00
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
Tahsin Tunangemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Luka Govedič
cef32104b4 [FP8] Extend per-token-group quantization support to QuantFP8 (#24342)
Signed-off-by: Tahsin Tunan <tahsintunan@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
2025-09-16 18:31:06 -07:00
Matthew BonanniandRobert Shaw d119fc8614 [CI][Bugfix] Fix failing Blackwell test (#24993)
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2025-09-16 15:55:02 -07:00
Michael GoinandWentao Ye dbebb7f812 [Perf] Reuse workspace for FP8+FP4 Marlin MoE (#20500)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2025-09-16 15:45:10 -06:00