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Author SHA1 Message Date
Harry Mellor
b3e1846da6 Add explicit pooling classes for the Transformers backend (#25322) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
David Ben-David
8328d39d40 [V1] [P/D] Add Support for KV Load Failure Recovery (#19330) 
Signed-off-by: David Ben-David <davidb@pliops.com>
Co-authored-by: David Ben-David <davidb@pliops.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
Jee Jee Li
ef318228e7 [Bench] Add DeepSeekV32 to MoE benchmark (#25962) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
cjackal
8ecccdd15f [Llama4] [multimodal] Fix misplaced dtype cast of cos_sin_cache in Llama4VisionRotaryEmbedding (#25889) 
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
Or Ozeri
bb2e04e41e OffloadingConnector: Fix GPU block tracking bug (#25856) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
bnellnm
6083b4d926 [Docs] Add moe kernel features doc (#25297) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: bnellnm <49004751+bnellnm@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
Cyrus Leung
493acdb7e2 [Doc] Improve MM Pooling model documentation (#25966) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
Wentao Ye
3c75d3b00c [Bug] Fix AttributeError: 'QKVParallelLinear' object has no attribute 'orig_dtype' (#25958) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
youkaichao
206ab1f0df [bugfix][deepseek] fix flashmla kernel selection (#25956) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
Cyrus Leung
e33579cd96 [Bugfix] Token type and position embeddings fail to be applied to inputs_embeds (#25922) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
Pavani Majety
8c52fccb1a [Bugfix] Fix accuracy issue of TRTLLM FP8 MOE and improve logging (#25895) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
Anion
ea6144a019 [Bugfix][Model] Fix inference for Hunyuan dense models (#25354) 
Signed-off-by: anion <1005128408@qq.com>
Signed-off-by: Anion <123177548+Anionex@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
Sergio Paniego Blanco
b6ea29b721 Add Hugging Face Inference Endpoints guide to Deployment docs (#25886) 
Signed-off-by: sergiopaniego <sergiopaniegoblanco@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
Asaf Joseph Gardin
d9f8ded136 [Kernel][Moe Configs] Add more tuned triton configs for ExpertsInt8 and FP8 (#25858) 
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
ihb2032
02776c0386 [Fix] Improve CPU backend compatibility for RISC-V (#25816) 
Signed-off-by: lyd1992 <liuyudong@iscas.ac.cn>
Signed-off-by: ihb2032 <1355790728@qq.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
Reza Barazesh
8914d52869 [CI] Move applicable tests to CPU (#24080) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
Nicolò Lucchesi
bf8bb7e250 [NIXL] Add support for MLA caches with different latent dim (#25902) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
Lehua Ding
eea2536a35 [perf] Use CPU tensor to reduce GPU->CPU sync (#25884) 
Signed-off-by: Lehua Ding <lehuading@tencent.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
Cyrus Leung
a1898466a6 [Model] Move vision_feature_select_strategy into resolve_visual_encoder_outputs (#25938) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
CSWYF3634076
9dce93e07c [Bugfix][Model]fix ernie45 moe gate&bias dtype to float32 (#25936) 
Signed-off-by: wangyafeng <wangyafeng@baidu.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Sergio Paniego Blanco
c0734fc51a Updated TRL integration docs (#25684) 
Signed-off-by: sergiopaniego <sergiopaniegoblanco@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Sergio Paniego Blanco <sergiopaniegoblanco@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
a120092009
034f3a4980 [Doc] Add Cambricon MLU support (#25942) 
Signed-off-by: a120092009 <zhaoty0121@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Yongye Zhu
0230cd0afb [New Model] DeepSeek-V3.2 (Rebased to Main) (#25896) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Lucia Fang <116399278+luccafong@users.noreply.github.com>
Co-authored-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Xiaozhu Meng <mxz297@gmail.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Simon Danielsson
da71651386 [Bugfix]: Clean up chunked prefill logging when using whisper (#25075) 
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Zhou Jiahao
0da98ff2eb [Model][Bugfix] Fix MiDashengLM audio encoder mask by removing incorrect logical_not (#25925) 
Signed-off-by: zhoukz <me@zhoukz.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
acisseJZhong
db4a03e2e2 [BugFix] Pass config_format via try_get_generation_config (#25912) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Lucas Wilkinson
e165f980d9 [BugFix] Fix DP/EP hang (#25906) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Harry Mellor
ea7cf8db35 MoveVllmConfig from config/__init__.py to config/vllm.py (#25271) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Zhuohan Li
1108ffb3e6 [Benchmark] Support benchmark throughput for external launcher DP (#25913) 
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Wentao Ye
0c7cc69e29 [Bug] Fix Weight Loading for Block FP8 Cutlass SM90 (#25909) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Andrew Sansom
6941d53c0c Test Prompt Embeds/LoRA compatibility and Enable LoRA Support for OPT Models (#25717) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Aaron Pham
97f1312f8c [V0 Deprecation] Remove vllm.worker and update according imports (#25901) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Nicolò Lucchesi
09b01cd395 [NIXL] Increase default KV block eviction timeout on P (#25897) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Zhuohan Li
4deb9c88ca [Doc] Polish example for torchrun dp (#25899) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Thomas Parnell
b7973eabe5 [Kernel] Chunk-aligned mamba2 (#24683) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Gregory Shtrasberg
e7203c2338 [Bugfix][ROCm] Fixing trying to import non-existent symbols from libnccl.so (#25605) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Naman Lalit
ae0c35923f [Doc] Add documentation for vLLM continuous benchmarking and profiling (#25819) 
Signed-off-by: Naman Lalit <nl2688@nyu.edu>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Adrian Abeyta
c692506e10 [BugFix][torch.compile] KV scale calculation issues with FP8 quantization (#25513) 
Signed-off-by: adabeyta <aabeyta@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Lee Nau
9555929e13 [Bugfix] Use correct key "ignore" for config.json non-quantized layers (#25706) 
Signed-off-by: Lee Nau <lnau@nvidia.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Jee Jee Li
2405817748 [Model] Remove MotifForCausalLM (#25866) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Isotr0py
616bce15ce [CI/Build] Include Transformers backend test in nightly transformers test (#25885) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Rahul Tuli
c33992154a [Bugfix][Speculative Decoding] Fix Eagle3 quantization config issue (#25883) 
Signed-off-by: Rahul Tuli <rtuli@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Chenxi Yang
f84b2a0dd0 [Nixl][P/D] Add cuda2cpu support (HD->DH transfer) (#24690) 
Signed-off-by: Chenxi Yang <cxyang@fb.com>
Co-authored-by: Chenxi Yang <cxyang@fb.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Jiangyun Zhu
9f78b9ca84 [torch.compile] serialize cudagraph_mode as its enum name instead of value (#25868) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Zhou Jiahao
4e2774f5c3 [Model][Bugfix] Fix issues in MiDashengLM implementation for quantized models (#25854) 
Signed-off-by: zhoukz <me@zhoukz.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Yingjun Mou
85d4306047 [Bugfix] Fix requirements paths in install instructions (#25827) 
Signed-off-by: yingjun-mou <renzomou@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
youkaichao
770a2cf7ae update to latest deepgemm for dsv3.2 (#25871) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Cyrus Leung
ea55445b8d [Misc] Remove more get_input_embeddings_v0 (#25857) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Isotr0py
b765adccd7 [V0 Deprecation][Models] Remove all V0 condition for mm embeddings merge (#25331) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Roger Wang
4079a63a86 [Bugfix] Fallback ViT attn backend to SDPA for blackwell (#25851) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00