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63 Commits
Author SHA1 Message Date
lailoo afd089f231 [Bugfix][Model] Fix Qwen3.5/Qwen3Next ignoring --dtype flag on older GPUs (#35617) 2026-03-01 03:27:37 +00:00
Jee Jee Li 1e5ad9b74f [Bugfix] Fix Qwen3NextForCausalLM packed_modules_mapping (#35413) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-02-26 19:46:30 -08:00
Vadim Gimpelson 33a0d43c71 [BUGFIX][Qwen3.5] Hardcode mlp.gate as not quantizable (#35156) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2026-02-23 19:42:24 -08:00
Wentao Ye c683d11c94 [Refactor] Deprecate head_first for chunk_gated_delta_rule (#34263) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-02-19 13:23:49 -05:00
Isotr0pyandJJJYmmm c0bd8b13da [Bugfix] Redo Qwen3.5/Qwen3-Next GDN projector fusion (#34697) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: JJJYmmm <92386084+JJJYmmm@users.noreply.github.com>
 2026-02-18 09:46:53 -08:00
Jiangyun Zhu 1d65283e95 Revert "[Models] Fuse Qwen3.5 GDN's qkvz_proj and ba_proj" (#34683) 2026-02-17 01:29:27 -08:00
Isotr0py 3bb4e4311c [Models] Fuse Qwen3.5 GDN's qkvz_proj and ba_proj (#34492) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-16 07:32:51 -08:00
Roger Wang eea3024f43 [Bugfix] Fix mamba state dtype setting for Qwen3-Next and Qwen3.5 (#34489) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2026-02-12 22:48:42 -08:00
Roger Wang ae4e280602 [Bugfix] Fix FI kernelchunk_gated_delta_rule output shape for Qwen3.5 (#34219) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2026-02-10 10:41:24 +00:00
Jiangyun Zhu 285bab4752 [Kernel] use flashinfer for gdn prefill (#32846) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2026-02-09 12:17:25 -05:00
JJJYmmmwulipcywang96Isotr0pyIsotr0pyRoger Wang
 		9562912cea [MODEL] Adding Support for Qwen3.5 Models (#34110) 
Signed-off-by: JJJYmmm <1650675829@qq.com>
Signed-off-by: JJJYmmm <92386084+JJJYmmm@users.noreply.github.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: wulipc <wulipc@users.noreply.github.com>
Co-authored-by: ywang96 <ywang96@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-02-09 21:12:58 +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
Harry HuangandChen Zhang 5206e5e28c [V1][Hybrid] Mamba Prefix Caching with align mode (#30877) 
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
 2026-01-23 09:56:48 -08:00
Robert Shaw 42135d6898 [MoE Refactor] Oracle Select FP8+NVFP4 Kernels In Priority (#32414) 2026-01-21 08:22:33 -05:00
Vadim Gimpelson 9f430c94bd [BUGFIX] Add missed remaping of the names of fp8 kv-scale (#32199) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2026-01-12 20:42:06 +00:00
Matthew Bonanni 2612ba9285 [1/N][Attention] Restructure attention: move files (#31916) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-09 13:10:24 -08:00
BingjiaWang 96fcd3c267 [Misc] Support qwen3-next lora (#31719) 2026-01-08 09:27:50 +00:00
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
Wang Kunpeng 5708297e4e [Misc][Model][Refactor] Pass the prefix into Linear layers (#31669) 
Signed-off-by: Wang Kunpeng <1289706727@qq.com>
 2026-01-05 20:03:18 +00:00
Chen Zhang ace34e3783 [Bugfix] Qwen3-next with --hf-overrides \{\"num_hidden_layers\":8\} (#30433) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-12-13 22:12:45 +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
Harry Mellor e10c84e06a Access partial_rotary_factor from rope_parameters (#29966) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-04 18:42:49 +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
Shanshan Shen d44e9df7d4 [Model][Mamba] Add selector for mamba attention backend and make it pluggable for other device (#26487) 
Signed-off-by: shen-shanshan <467638484@qq.com>
 2025-11-19 16:24:55 +00:00
Gleb Kurchanov 73ff872db0 [Bugfix] Fix typo in Qwen3 Next model executor (#28960) 
Signed-off-by: Gleb Kurchanov <nepherpitou@gmail.com>
 2025-11-19 05:21:02 +00:00
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
Jee Jee Li 9d1c474704 [LoRA][1/N]Remove LoRA extra vocab (#28382) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-11 11:06:21 -08:00
Jiangyun Zhu f0359fffa4 [Bugfix] fix qwen3-next crash (#28202) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-11-11 08:24:28 +00:00
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
Jiangyun Zhu c4768dcf47 [Kernel] Fix fused_gdn_gating (#28343) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-11-09 14:26:35 -07:00
Jiangyun Zhu 7ae5a5fb11 [Misc] Add some comments in qwen3-next (#28267) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-11-08 23:59:24 -08:00
Vadim Gimpelson b6a248bdd7 [PERF] Decouple projections from GDN custom op. Attempt 2 (#28083) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2025-11-05 17:01:12 -08:00
Jiangyun Zhu c18f88c6ca [Kernel] Fuse computation of g and beta for Gated Delta Net (#28095) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-11-05 09:14:55 -08:00
Ilya MarkovSage MooreTyler Michael SmithLucas Wilkinson
 		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
Vadim Gimpelson d4e547bb7e Revert "[PERF] Decouple projections from GDN custom op" (#28080) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2025-11-04 15:58:23 -08:00
Vadim Gimpelson 5fd8f02ea9 [PERF] Decouple projections from GDN custom op (#27512) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2025-11-04 08:11:41 -08:00
Jiangyun Zhu 8df98c2161 [perf] Enable concurrent execution of "shared_experts" and "selected_experts" in qwen3-next (#27578) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-10-29 08:12:54 +00:00
Isotr0py 6ac5e06f7c [Chore] Clean up pytorch helper functions in vllm.utils (#26908) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
 2025-10-18 09:48:22 -07:00
Tao He bde9e2272a [Bugfix][Qwen] fixes the weights dtype in qwen3_next: it is actually a bfloat16 (#27030) 
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
 2025-10-17 03:37:52 +00:00
Vadim Gimpelson 785d8b6410 [PERF] Qwen3-next MTP speedup (change bool mask indexing to index_select / index_copy to reduce d2h) (#26437) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2025-10-16 12:18:31 +08:00
wangxiyuan 8f4b313c37 [Misc] rename torch_dtype to dtype (#26695) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-10-15 12:11:48 +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
bnellnm 47e66c24e2 [Model] Apply shared experts overlap optimization to all models with shared experts (#26145) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-10-09 11:31:04 -04:00
Harry Mellor 6c04638214 Fix per file ruff ignores related to line length (#26262) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-06 05:12:40 +00:00
Harry Mellor 4e256cadc2 Remove all references to yapf as it's no longer used (#26251) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 09:18:11 -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
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