felixzhu555
f96bc3649c
[Qwen3-Next] Add tuned MoE config for Qwen3-Next FP8 on H100 tp2 ( #26887 )
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2025-10-15 18:55:05 -07:00
XiaobingZhang
0b99f5d302
support flashinfer_fp4 moe for 5090 gpu ( #26669 )
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2025-10-15 15:06:47 -04:00
Kaixi Hou
de92d916fe
[NVIDIA] Add support for cudnn fp4 gemm via flashinfer ( #26107 )
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XiaobingZhang
d796375258
[ModelOpt] Remove NVFP4 MoE K%16==0 constraint ( #26891 )
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2025-10-15 13:06:17 -04:00
Cyrus Leung
136a17fe6e
[Chore] Separate out vllm.utils.func ( #26904 )
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2025-10-15 13:03:58 +00:00
Cyrus Leung
f93e348010
[Misc] Remove isort and yapf ignores ( #26888 )
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2025-10-15 12:09:03 +00:00
wang.yuqi
f54f85129e
[Model][2/N] Improve all pooling task | Support multi-vector retrieval ( #25370 )
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2025-10-15 11:14:41 +00:00
Morrison Turnansky
96b9aa5aa0
[Frontend][torch.compile] CompilationConfig Overhaul ( #20283 ): name change compilation level to compilation mode, deprecation compilation level ( #26355 )
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Michael Goin
7e0ef4084a
[CI Failure] Fix torchao dep failure for Quantization Test ( #26824 )
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2025-10-14 16:41:43 -07:00
Dhruvil Bhatt
0e65818910
Added MoE configs for llama 4, H200 device with tp=4/8 tuning ( #26837 )
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2025-10-14 14:21:03 -07:00
Huamin Li
87efc681db
llama4_vision_rope: add HIP override to accept (q, k) and avoid (positions, q, k) mismatch ( #26790 )
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2025-10-14 11:54:12 -07:00
Ze'ev Klapow
aba48f7db1
[Kernel][MoE] Add MoE tunings for GLM 4.6-FP8 and GLM 4.5 Air on NVidia B200 ( #26818 )
2025-10-14 11:20:39 -07:00
Heng Guo
29350922c6
[Feature][Quantization] auto_round format add support for regex ( #24024 )
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2025-10-14 03:03:16 +00:00
Varun Sundar Rabindranath
8ae169286f
[torch.compile] Unwrap fused_marlin_moe custom op ( #26739 )
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2025-10-14 02:22:16 +00:00
Michael Goin
3e051bda82
[UX] Replace VLLM_ALL2ALL_BACKEND with --all2all-backend ( #26732 )
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2025-10-13 18:12:52 -07:00
Wentao Ye
7200a21cd1
[Bug] Fix Assertion error DeepEP/csrc/kernels/intranode.cu:928: 'false and Unsupported type' ( #26532 )
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2025-10-13 18:26:37 -04:00
Alex Kogan
89342ce4c0
[Quantization] [Performance] Enable Marlin GEMM kernels for the calibration-free RTN-based quantization ( #26051 )
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2025-10-13 18:52:54 +00:00
Sangyeon Cho
a1b2d658ee
[CI/Build] upgrade compressed-tensors to 0.12.2 to address LGPLv3 ( #26501 )
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2025-10-13 12:58:33 -04:00
Bram Wasti
3263799056
[unrevert] Add batch invariant kernel override for FlashInfer backend [2/n] ( #26373 )
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2025-10-13 10:24:53 -04:00
bnellnm
60e419c1ee
[Misc] cache result of disable_inplace ( #26666 )
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2025-10-13 00:17:50 +00:00
Harry Mellor
8fcaaf6a16
Update Optional[x] -> x | None and Union[x, y] to x | y ( #26633 )
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2025-10-12 09:51:31 -07:00
Isotr0py
045b396d09
[Bugfix][CI/Build] Fix failing Mteb CI ( #26638 )
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2025-10-12 02:42:42 -07:00
Vadim Gimpelson
82e64c7a20
[PERF] [Qwen3-next] Speed up gated RMSNorm ( #26207 )
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dsinghvi
727144bed1
[Refactor]: Use M-RoPE interface directly while defining model class instead of maintaining model specific M-RoPE implementation in mrope.py ( #24172 )
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2025-10-11 07:21:04 +00:00
Roger Wang
ddaff2938e
[MM] Move Qwen3Omni MRoPE impl to model file ( #26608 )
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2025-10-10 22:17:24 -07:00
Harry Mellor
7c12763b24
Fix some typing issues found by mypy==1.18.2 ( #26596 )
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2025-10-10 18:21:25 +00:00
Xiong Wang
19a9b169bf
Add Qwen3-Omni moe thinker ( #25550 )
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2025-10-10 17:00:56 +00:00
Roberto L. Castro
96ad65b7fe
[Transform] [Quantization] Add QuTLASS support to vLLM ( #24440 )
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2025-10-10 09:43:40 -07:00
Elvir Crnčević
7b03584de8
Silu v2 ( #25074 )
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Lucas Kabela
213b64452a
[Bugfix] Convert untraceable GroupShape to list for AMD impl ( #26535 )
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2025-10-10 13:32:29 +00:00
Wentao Ye
1ee35382cb
[Bug] Fix modular_kernel: ZeroDivisionError: integer division or modulo by zero ( #26528 )
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2025-10-09 15:13:27 -07:00
bnellnm
a462331e36
[Bugfix] Disable moe inplace for torch >= 2.9 ( #26497 )
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2025-10-09 18:07:38 +00:00
bnellnm
47e66c24e2
[Model] Apply shared experts overlap optimization to all models with shared experts ( #26145 )
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2025-10-09 11:31:04 -04:00
Isotr0py
d1ddf340c8
[V0 deprecation] Remove QKVCrossParallelLinear implementation ( #26475 )
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Jerry Zhang
a83ff278d6
[torchao] Add support for ModuleFqnToConfig using regex ( #26001 )
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2025-10-09 08:32:32 +00:00
Naveenraj Kamalakannan
e614ab7806
Separate MLAAttention class from Attention ( #25103 )
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bnellnm
da364615fc
[Kernels] Modular kernel refactor ( #24812 )
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Wentao Ye
241b4cfe66
[Refactor] Refactor FP8 & INT8 Quant Folder inside w8a8 ( #25293 )
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2025-10-08 10:20:48 -04:00
Harry Mellor
2f99f2f506
Tidy vllm/config/__init__.py to only add classes and functions ( #26405 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-08 07:10:00 -07:00
isharif168
046118b938
Add SwigluOAI implementation for CPUFusedMOE ( #26347 )
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Signed-off-by: Sharif Inamdar <sharif.inamdar@arm.com>
2025-10-07 20:17:49 -06:00
liangel-02
b32260ab85
[torchao] safetensors integration ( #25969 )
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Signed-off-by: Angel Li <liangel@meta.com>
2025-10-07 20:12:35 -06:00
Wentao Ye
8f36850f73
[Bug] Fix Shape Validation for Fallback while Enabling E8M0 for DeepGEMM ( #26322 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-10-07 13:50:30 -04:00
Chen Zhang
29fd2662ba
[deepseek] add EP8 FusedMOE config for H200 and B200 ( #26331 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-10-07 10:38:54 -07:00
fxmarty-amd
41f1cf38f2
[Feature][OCP MX] Support mxfp6 and mixed mxfp6-mxfp4 ( #21166 )
2025-10-07 09:35:26 -04:00
Benjamin Chislett
2161efe978
[Bugfix] Allow skipping MoE in NVFP4 (fix for MTP) ( #25987 )
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Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
2025-10-06 16:16:30 -04:00
Crefeda Rodrigues
c02058c222
Add bias handling to CPUFusedMOE kernel ( #26289 )
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Signed-off-by: Crefeda Rodrigues <crefeda.rodrigues@arm.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Crefeda Rodrigues <65665931+cfRod@users.noreply.github.com>
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Co-authored-by: Isotr0py <2037008807@qq.com>
2025-10-06 18:39:10 +00:00
Roger Wang
43c146ca42
[Misc] Clean up unnecessary E501 ignore ( #26274 )
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Signed-off-by: Roger Wang <hey@rogerw.io>
2025-10-06 07:29:18 +00:00
Harry Mellor
6c04638214
Fix per file ruff ignores related to line length ( #26262 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-06 05:12:40 +00:00
Thomas Parnell
778f554157
[V1] [Hybrid] Some additional clean-up in Mamba2 prefix caching ( #26222 )
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
2025-10-06 10:40:30 +08:00
Harry Mellor
b893d661b1
Fix per file ruff ignores related to simplification ( #26259 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-05 20:31:53 +00:00
