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1852 Commits

Author SHA1 Message Date
Jerry Zhang
da94c7c0eb
Move online quantization to model.load_weights (#26327) 
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
 2025-11-18 16:52:41 -08:00
tomeras91
1395461f5f
[Hybrid][torch.compile] Refactor mamba2 forward to avoid obscuring linear projections under custom op (#28587) 
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
 2025-11-18 16:49:36 -08:00
Isotr0py
e4bb2684bc
[Models] Replace all nn.Conv2d with vLLM's Conv2dLayer (#28842) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-18 18:56:04 +00:00
Luciano Martins
c2612371ad
[Model] Add Gemma3 GGUF multimodal support (#27772) 
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-18 08:56:29 -08:00
Canlin Guo
b9489f51e1
[Model][Perf] Use cos and sin cache in QwenVL (#28798) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2025-11-18 11:51:54 +00:00
Ning Xie
0168f69e50
[Misc] Remove unnecessary parentheses from log statements (#28897) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-11-17 20:33:46 -08:00
Pranav
f77bce001a
[Model] Add Afmoe architecture implementation (#28332) 
Signed-off-by: Maziyar Panahi <maziyar.panahi@iscpif.fr>
Signed-off-by: Pranav <veldurthipranav@gmail.com>
Co-authored-by: Maziyar Panahi <maziyar.panahi@iscpif.fr>
 2025-11-17 15:11:20 -08:00
Shreyas Kulkarni
95ae50b7d1
[Quantization] [Eagle] Add complete quantization support to the draft model in Eagle (#28435) 
Signed-off-by: Shreyas Kulkarni <shreyas.gp269@gmail.com>
 2025-11-17 15:01:34 -08:00
wuyaoxuehun
ab01cd14e5
[BugFix] Fix glm4_moe_mtp load weights bug (#28805) 
Signed-off-by: wuyaoxuehun <798143193@qq.com>
 2025-11-17 17:13:11 +08:00
Lukas Geiger
5a87076d6e
[Model][QwenVL] Optimize Qwen2_5_VisionAttention q,k preparation (#28769) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-16 17:37:15 +00:00
Anna Shors
8d259fad6c
Fix gpt oss weight loading with EP + bf16 (#28765) 
Signed-off-by: ashors1 <ashors@nvidia.com>
 2025-11-16 13:12:45 +00:00
Dezhan
af02c40970
Fixed gpt-oss _load_weights_other() parameter position bug (#28715) 
Co-authored-by: Dezhan Tu <dztu@meta.com>
 2025-11-16 09:46:29 +00:00
Lukas Geiger
07cadab27a
[Model][Qwen3VL] Cache positional embedding indices (#28475) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-11-15 19:03:09 +00:00
Eldar Kurtić
e439c784fa
Add support for Eagle with separate lm-head and embed_tokens layers (#28549) 
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
 2025-11-15 06:12:02 -08:00
hwhaokun
085a525332
[Model] Fix lmhead init bug of bailing_moe (#28777) 
Signed-off-by: hwhaokun <haokun0405@163.com>
Co-authored-by: zhaozx-cn <zhaozx2116@163.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-15 05:44:12 -08:00
tingtinggithub
cb15ee28db
Allow Gemma3 to take image embeddings (#28483) 
Signed-off-by: tingtinggithub <streamttt@gmail.com>
 2025-11-15 04:18:08 -08:00
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Lukas Geiger
9973e6e04a
[Model][Qwen3VL] Slighly speedup fast_pos_embed_interpolate (#28434) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-11-11 10:35:10 +00:00
Fanli Lin
c7991269dd
[BugFix] 'DeepseekV2Config' object has no attribute 'use_mla'` (#28387) 
Signed-off-by: Lin, Fanli <fanli.lin@intel.com>
 2025-11-11 08:45:38 +00:00
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
Roger Wang
4fd4b743a2
[Bugfix] Fix max image size for PaddleOCR-VL (#28442) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-11-11 08:07:24 +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
Cyrus Leung
d0e186c16f
[V0 Deprecation] Remove unused context_len and seq_len from M-RoPE (#28395) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-11 00:30:06 +08:00
vllmellm
f080a83511
[RFC][ROCm][AITER] Keep all AITER kernels in _aiter_ops class like _custom_ops and _ipex_ops (#24490) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-11-10 08:20:53 -08:00
Ferrebo
912744d066
[Fix] optimize visual token mask with caching and multi-token support (#28374) 
Signed-off-by: Ferrebo <itachi971009@gmail.com>
Signed-off-by: kebo01 <kebo01@baidu.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-11-10 13:23:49 +00:00
Yu Jiaqi
15be507c86
[bugfix] fix siglip batch text output error (#28365) 
Signed-off-by: piood <2477084691@qq.com>
 2025-11-10 21:21:15 +08:00
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