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53 Commits

Author SHA1 Message Date
zxy
a3acfa1071 [Models] Intern-S1-Pro (#33636) 
Signed-off-by: zxy <zhou0493@e.ntu.edu.sg>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-03 05:49:45 -08:00
Matthew Bonanni
a608b4c6c2 [5/N][Attention] Finish eliminating vllm/attention folder (#32064) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-27 10:02:51 -05:00
Cyrus Leung
dcd80206b7 [Chore] Update type annotation of input_ids in model forward (#33063) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-26 06:02:10 -08:00
Isotr0py
8edaf38570 [Models] Add SharedFusedMoE support to Qwen3MoE (#32082) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-23 23:36:31 -08:00
Robert Shaw
42135d6898 [MoE Refactor] Oracle Select FP8+NVFP4 Kernels In Priority (#32414) 2026-01-21 08:22:33 -05:00
ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟
482914849c [BugFix] LoRA: Support loading base_layer of experts (#31104) 
Signed-off-by: Hollow Man <hollowman@opensuse.org>
 2026-01-07 14:49:39 +08:00
Harry Mellor
cf3eacfe58 Standardise get_rope to use rope_parameters["partial_rotary_factor"], not rotary_dim (#30389) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-11 20:45:23 +00:00
haoyangli-amd
06462392e4 [bugfix][quantization] fix quark qwen3 kv_cache quantization (#30308) 
Signed-off-by: Haoyang Li <lihaoyang0109@gmail.com>
 2025-12-10 03:24:12 +00:00
Matthew Bonanni
430dd4d9eb [Attention] Remove imports from vllm/attention/__init__.py (#29342) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-11-26 10:53:15 -07:00
Harry Mellor
a8b70304d6 Update rope_scaling to rope_parameters in preparation for Transformers v5 (#28542) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-19 09:06:36 -08:00
Harry Mellor
97d1c99302 Rename clashing method names for vLLM model protocol (#27583) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-12 19:14:33 -08:00
jiahanc
34553b9d27 [Performance] Support FP8 flashinfer TRTLLM MOE on Qwen3 and Qwen-3next (#27492) 
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
 2025-11-10 12:34:57 -05:00
Ilya Markov
e50c454672 [BugFix] Support EP/DP + EPLB with MTP (#25311) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2025-11-05 15:22:17 +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
Jee Jee Li
f0a30a067b [Bugfix] Fix qwen-moe packed_modules_mapping (#26634) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-11 15:21:33 +00:00
Rahul Tuli
d2a71530c1 Add EAGLE-3 Speculative Decoding Support for Qwen3 MoE (#26485) 
Signed-off-by: Rahul Tuli <rtuli@redhat.com>
 2025-10-11 10:14:41 +00:00
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
Roger Wang
6144754014 [Bugfix] Fix Qwen3-VL regression from #24982 (#25814) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-09-28 03:21:09 +00:00
Tyler Michael Smith
a5354b3ed2 [Bugfix][WideEP] Apply TP Attn + EP MoE fix to other models (#24982) 
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
 2025-09-27 14:22:28 +00:00
Isotr0py
d4d9899860 [Quantization] Add field to skip unquantized modules for GPTQ config (#25455) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-26 15:47:41 +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
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
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
Roger Wang
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
Wentao Ye
3beadc2f25 [Compilation Bug] Fix Inductor Graph Output with Shape Issue (#24772) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-09-12 21:23:05 +00:00
JartX
183a70967a [BUGFIX] GPTQ quantization compatibility for Qwen3 MOE models (AutoGPTQ and AutoRound-GPTQ) (#23994) 
Signed-off-by: JartX <sagformas@epdcenter.es>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-01 03:33:40 +00:00
Lukas Geiger
de533ab2a1 [Models] Improve iteration over layers (#19497) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-08-29 09:26:34 +08:00
Isotr0py
a9082a4d14 [Bugfix] Fix Qwen3 MoE GPTQ inference (#23490) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-25 06:40:20 -07:00
rongfu.leng
4fbda0b20c [Feature] use --eplb_config to set eplb param (#20562) 
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: rongfu.leng <lenronfu@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-20 14:07:28 -07:00
yiz-liu
4f510bc2a1 [Model] Removes redundant all-reduce operation in Qwen3MoeSparseMoeBlock (#23169) 
Signed-off-by: Yizhou Liu <liu_yizhou@outlook.com>
 2025-08-19 16:18:41 +00:00
Gh0u1L5
b159c0a67a Fix GGUF loader for Qwen3 MoE. (#22785) 
Signed-off-by: Gh0u1L5 <Gh0u1L5@outlook.com>
 2025-08-13 06:08:23 -07:00
Andy Chen
9b94d6ec8f Enable 4bit bnb prequant MOE (#21548) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-11 19:02:14 -07:00
JartX
1e55dfa7e5 [BUGFIX] KeyError 'layers.14.mlp.gate.g_idx' for Qwen3-MoE with GPTQ on ROCm (#22017) 2025-08-11 00:13:30 -07:00
Cyrus Leung
65552b476b [Misc] Use config definitions from Transformers library (#21913) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-08 23:10:51 -07:00
Zhiyu
d57dc2364e Add ModelOpt Qwen3 nvfp4 support (#20101) 
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
 2025-08-07 19:18:19 -07:00
Tao He
7377131a2c [Qwen3] Enable dual-chunk-attention support for Qwen3 models. (#21924) 
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
 2025-08-06 19:58:08 -07:00
aladerran
d979dd6beb [Feature][EPLB] Add eplb support for Qwen3 (#20815) 
Signed-off-by: aladerran <aladerran@gmail.com>
 2025-07-30 06:27:57 -07:00
Jee Jee Li
a3a6c695f4 [Misc] Qwen MoE model supports LoRA (#20932) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-17 18:32:52 +00:00
Jee Jee Li
a99b9f7dee [Quantization] add BNB for MixtralForCausalLM (#20893) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-14 07:34:34 +00:00
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
bnellnm
78fe77534b [Kernel] Enable fp8 support for pplx and BatchedTritonExperts. (#18864) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-07-03 14:55:40 -07:00
noiji
f5dfa07531 [Bugfix] Skip loading extra parameters for modelopt Qwen3 MoE model (#19598) 
Signed-off-by: noiji <>
 2025-06-30 18:21:56 +09:00
Xerxes
e41bf15cd0 [Chore]: qwen3-moe-type-hints-mistake (#19860) 
Co-authored-by: xinnan.hou <hxn02029096@alibaba-inc.com>
 2025-06-19 21:43:07 -07:00
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
Isotr0py
f07a673eb2 [Misc] Allow AutoWeightsLoader to skip loading weights with specific substr in name (#18358) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-05-19 20:20:12 -07:00
Harry Mellor
26d0419309 Update deprecated type hinting in models (#18132) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-14 22:06:50 -07:00
bnellnm
f9c069c85e Modularize fused experts and integrate PPLX kernels (#15956) 2025-05-14 13:11:54 -07:00
Jee Jee Li
63dc3426e0 [Model] Add packed_modules_mapping for Qwen3-MOE (#18118) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-05-14 02:13:19 -07:00
Wanrui Dai
f80ae5bdcf [Kernel] Use fused rmsnorm for some models like qwen3 series (#17735) 
Signed-off-by: evian <eviantai@u.nus.edu>
Co-authored-by: evian <eviantai@u.nus.edu>
 2025-05-06 23:10:02 -07:00
Aaron Pham
da4e7687b5 [Fix] Support passing args to logger (#17425) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
 2025-04-30 08:06:58 -07:00