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3269 Commits

Author SHA1 Message Date
Lukas Geiger
f05d474c8a
[Model][Qwen3VL] Use mm_position to compute mrope positions (#28730) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-14 19:45:11 -08:00
Thomas Parnell
e0c910bb89
[Hybrid] [Kernel] Fix chunk scan kernel when BLOCK_SIZE_DSTATE > 128 (#28295) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-11-14 22:55:42 +00:00
Alexander Matveev
e5c78956c0
[Bugfix] Fix incorrect use of hidden_states for shared_experts due to do_naive_dispatch_combine (#28740) 
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
 2025-11-14 14:13:46 -08:00
Andrey Khalyavin
fd4555089a
[BugFix] Fix misprint introduced by modular_kernel refactoring. (#28728) 
Signed-off-by: Andrey Khalyavin <halyavin@yandex-team.ru>
 2025-11-14 10:58:18 -08:00
GuanH
cec275efce
[Bugfix] resolve Qwen3-VL GPTQModel quantized model loading failure (#28663) 
Signed-off-by: GuanH <guansdrailib@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-14 18:44:27 +00:00
TJian
a425dc256e
[Bugfix] [ROCm] [AITER]: Fix aiter block quant not compatible with torch compile dynamo (#28716) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-11-14 10:30:50 -08:00
Fardin Hoque
964d65deed
LLaMA4 LoRA Adapter Enablement (#28602) 
Signed-off-by: Fardin Hoque <kfhfar@amazon.com>
Co-authored-by: Wei Wei <wwei6@meta.com>
 2025-11-14 13:27:56 -05:00
Harry Mellor
5f3cd7f7f2
[Docs] Update the name of Transformers backend -> Transformers modeling backend (#28725) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-14 16:34:14 +00:00
dongbo910220
c934caee88
[Fix] improve aspect ratio in dummy image generation and add common VLM tests for PaddleOCR-VL (#28711) 
Signed-off-by: dongbo910220 <1275604947@qq.com>
 2025-11-14 16:07:20 +00:00
Duncan Moss
3f8a874065
[Kernels] Enable FlashInfer FP8 Blockscale on SM90 (for TEP DSR1) (#27134) 
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-11-14 08:02:44 -08:00
zhaozx-cn
433c0f8675
[Model] Fix bailing_moe accuracy problem (#28277) 
Signed-off-by: zhaozx-cn <zhaozx2116@163.com>
 2025-11-14 13:33:02 +00:00
Shanshan Shen
41b92f7d38
[Model][MM] Extract conv layer as CustomOp (#28455) 
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-14 19:16:13 +08:00
Jiangyun Zhu
c36bcfe6b3
[Bugfix] fix dots.ocr pp support (#28705) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-11-14 09:01:26 +00:00
haoyangli-amd
0b25498990
[Misc] add ignore mapper for quark quantization (#28275) 
Signed-off-by: Haoyang Li <lihaoyang0109@gmail.com>
 2025-11-14 05:56:35 +00:00
Hank_
4d5943bda6
[quantization][config] enable override existing quant_config (#28510) 
Signed-off-by: Hank <hcc.mayday@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-11-14 01:24:10 +00:00
Varun Sundar Rabindranath
fe1cd7704d
[Performance][B200] silu_mul_quant: pack scales in int32 (#28358) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-11-13 10:16:55 -08:00
Yuanping Song
3035d1a166
[BugFix] DeepSeek-OCR: apply NoRepeatNGramLogitsProcessor to greedy path (#28617) 
Signed-off-by: Yuanping Song <yuanping.song@outlook.com>
 2025-11-13 15:24:35 +00:00
zofia
c47b6c85ac
[XPU] add sym params to IPEXConfig (#28611) 
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
 2025-11-13 11:35:04 +00:00
Zijing Liu
5e973209aa
[BugFix] Fix type error when assign a trition kernel tensor to a torch.nn.Parameter (#28603) 
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
 2025-11-13 11:30:04 +00:00
Jiangyun Zhu
fa183e9271
[Bugfix] fix kimi-linear crash (#28445) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-11-13 07:59:58 +00:00
Lucia Fang
7e082bc14e
Support DeepEP for Kimi-k2-thinking through enabling gemm selection for compressed-tensor marlin wna16 (#28574) 
Signed-off-by: Lu Fang <fanglu@fb.com>
 2025-11-12 21:40:45 -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
wangxiyuan
2dacd57394
[platform] Move get_cu_count to utils (#27005) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-11-13 08:48:47 +08:00
Harry Mellor
51c599f0ec
Skip models that cannot currently init on Transformers v5 (#28471) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-12 23:43:57 +00:00
Alexander Matveev
69d0e90313
[MoE][Kernel][Perf] Improve Shared Expert Stream Overlap (#28406) 
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
 2025-11-12 23:37:24 +00:00
vllmellm
d8140b9833
[ROCM] Fix ROCm warnings, environment flag access, and GEMM kernel naming for consistency in _aiter_ops.py (#28464) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-11-12 21:46:57 +00:00
Varun Sundar Rabindranath
74a9a9faad
[Performance][B200] Fix deepgemm prologue (#27897) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-11-12 13:13:03 -08:00
PerryZhang01
a1e7fa362a
[EPLB][ROCm]: support EPBL for ROCm backend (#27731) 
Signed-off-by: Perry Zhang <perzhang@amd.com>
Co-authored-by: Perry Zhang <perzhang@amd.com>
 2025-11-12 18:16:35 +00:00
Canlin Guo
bc5bd45c7d
[Refactor] Remove redundant TP gather/split in split_qkv in QwenVL (#28271) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2025-11-12 15:56:47 +00:00
Alexander Matveev
f76e85c299
[Performance][Hopper] Avoid M dim padding to 4x for most cases (due to cuda graphs paddings) (#28492) 
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
 2025-11-12 10:51:43 -05:00
Harry Mellor
54aecd9ed5
Fix pre-commit (and XPU) on main (#28556) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-12 06:13:41 -08:00
Jee Jee Li
a9d18b5107
[Bugfix] Fix gpt_oss packed_modules_mapping (#28536) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-12 21:02:06 +08:00
wuyaoxuehun
d3ade61e42
[Model] fix glm4_moe_mtp load weights with GLM-4.6 checkpoint. (#27597) 
Signed-off-by: wuao.scotty <wuao.scotty@bytedance.com>
Co-authored-by: wuao.scotty <wuao.scotty@bytedance.com>
 2025-11-12 10:14:00 +00:00
yyzxw
1761dea1a8
[BugFix]: --enable-lora with model granite-4.0-micro crash (#27733) 
Signed-off-by: zxw <1020938856@qq.com>
 2025-11-12 09:03:56 +00:00
Lukas Geiger
ac0bb2c307
[Core] Cache vllm_is_batch_invariant (#28304) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-11-12 05:03:01 +00:00
Fanli Lin
b9ce9a3013
[BugFix] Add fallback path in apply_rotary_pos_emb_flashattn for non-cuda platforms (#28447) 
Signed-off-by: Lin, Fanli <fanli.lin@intel.com>
 2025-11-12 03:13:21 +00:00
Chenguang Zheng
4ccffe561f
[Core] Encoder separation for Encode-Prefill-Decode Disaggregation (#25233) 
Signed-off-by: n00909098 <nguyen.kha.long@huawei.com>
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: herotai214 <herotai214@gmail.com>
Signed-off-by: Khuong Le <khuong.le.manh@huawei.com>
Signed-off-by: Khuong Le <lemanhkhuong2611@gmail.com>
Co-authored-by: n00909098 <nguyen.kha.long@huawei.com>
Co-authored-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: herotai214 <herotai214@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Khuong Le <khuong.le.manh@huawei.com>
Co-authored-by: Khuong Le <lemanhkhuong2611@gmail.com>
 2025-11-11 18:58:33 -08:00
Lukas Geiger
cbb799e314
[Model][Qwen3VL] Simplify get_mrope_input_positions using numpy (#28302) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-11-12 02:55:10 +00:00
Michael Goin
e5f599d4d1
[Bugfix] Disable shared expert overlap if Marlin MoE is used (#28410) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-11-11 23:16:12 +00:00
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
Lukas Geiger
76e4dcf225
[Misc] Remove unused attention prefix prefill ops functions (#26971) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-11-11 18:26:04 +00:00
Fanli Lin
d5edcb8678
[BugFix] Fix Siglip2Attention on XPU (#28448) 
Signed-off-by: Lin, Fanli <fanli.lin@intel.com>
 2025-11-11 18:18:02 +00:00
xuebwang-amd
5a1271d83a
[Quantization] fix attention quantization of gpt_oss model (#27334) 
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
 2025-11-11 12:06:00 -05:00
xuebwang-amd
05576df85c
[ROCm][Quantization] extend AMD Quark to support mixed-precision quantized model (#24239) 
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Co-authored-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-11 12:05:22 -05:00
zhrrr
68c09efc37
[Kernel][Perf] fuse QK Norm and RoPE into one cuda kernel for Qwen Model (#27165) 
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
 2025-11-11 12:00:31 -05:00
Michael Goin
f9a4087182
Remove weight_scale.T special case for SM90 Block FP8 CUTLASS kernel (#28431) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-11-11 11:46:04 -05:00
Fanli Lin
b886068056
[BugFix] Fix RuntimeError in PixtralHFAttention on CPU/XPU (#28444) 
Signed-off-by: Lin, Fanli <fanli.lin@intel.com>
 2025-11-11 15:29:33 +00:00
bnellnm
a1448b4b69
[Kernels] Split up fused_moe/layer.py, isolate more modular kernel code (#28064) 2025-11-11 07:29:02 -07:00
Cyrus Leung
afffd3cc8a
[Model] Pass mm_features directly into get_mrope_input_positions (#28399) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-11 21:14:48 +08:00
Matthew Bonanni
b30dfa03c5
[Attention] Refactor CUDA attention backend selection logic (#24794) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-11-11 07:40:44 -05:00