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Nixl optimization for llama4 local attention #87

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@mgoin mgoin commented May 15, 2025 •
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ekagra-ranjan and others added 30 commits May 14, 2025 12:31
@ekagra-ranjan @WoosukKwon
[V1][Spec Decode] Share input embedding of target model with EAGLE dr…
418d2f8 
…aft model to free ~1GB for llama 3 model (vllm-project#17326)

Co-authored-by: root <root@ekagra-8xh100.us-east5-a.c.serving-efficiency-poc.internal>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
@bnellnm
Modularize fused experts and integrate PPLX kernels (vllm-project#15956)
f9c069c
@robertgshaw2-redhat
[CI] Disable Failing Tests (vllm-project#18165)
8568650
@mgoin
Local attention optimization for NIXL
7e55a34 
Signed-off-by: mgoin <mgoin64@gmail.com>
@mgoin
Clean up a lot!
8ea467d 
Signed-off-by: mgoin <mgoin64@gmail.com>
@mgoin
Small opt
73a8272 
Signed-off-by: mgoin <mgoin64@gmail.com>
@davidxia @aarnphm
[Frontend] decrease import time of vllm.multimodal (vllm-project#18031)
749f792 
Co-authored-by: Aaron Pham <Aaronpham0103@gmail.com>
@LucasWilkinson
[Kernel] Have rotary embeddings support tensors (vllm-project#18046)
d93c976 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
@aarnphm @russellb
[V1] Structured Outputs + Thinking compatibility (vllm-project#16577)
2fc9075 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
@mgoin
Fix mypy
17cc4c9 
Signed-off-by: mgoin <mgoin64@gmail.com>
@jerryzh168
Add support for loading torchao models with AOPerModuleConfig (vllm…
7974736 
…-project#17826)

Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
@russellb
[CI] Fix race condition in test_kv_cache_events test (vllm-project#18169
78aa341 
)

Signed-off-by: Russell Bryant <rbryant@redhat.com>
@mgoin @njhill
[V1] Support multiple kv connectors (vllm-project#17564)
2142035 
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
@atalman
Upload vllm index for the rc builds (vllm-project#18173)
09f106a
@davidxia
[Bugfix]: make most of test_openai_schema.py pass (vllm-project#17664)
f25e0d1
@heheda12345
[v1] Support multiple KV cache groups in GPU model runner (vllm-proje…
e60f550 
…ct#17945)

Signed-off-by: Chen Zhang <zhangch99@outlook.com>
@markmc
[V1][Metrics] Remove unused code (vllm-project#18158)
65334ef 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
@aarnphm
[Chore] astral's ty (vllm-project#18116)
afe3236 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
@reidliu41
[Misc] add lobe-chat support (vllm-project#18177)
2dff093 
Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
@ProExpertProg
[Fix][ROCm] Enforce eager for all encoder-decoder models on ROCm (vll…
83f74c6 
…m-project#18154)

Signed-off-by: Luka Govedič <lgovedic@redhat.com>
@hmellor
Update deprecated type hinting in models (vllm-project#18132)
26d0419 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
@tdoublep @LucasWilkinson
[Bugfix] Fix fp8 tests for triton_unified_attention for Triton 3.3 (v…
e6b8e65 
…llm-project#18013)

Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
@huachenheli
Support custom implementations of VideoLoader backends. (vllm-project…
4f07a64 
…#18091)
@andyxning
[UT] Add ut for none hash (vllm-project#17892)
420caf7 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
@inkcherry
[Model] Allow the use of sliding window in Qwen2 (vllm-project#17772)
dd2a945 
Signed-off-by: inkcherry <mingzhi.liu@intel.com>
@MengqingCao
[Bugfix] Fix FusedMoEPrepareAndFinalize for cuda-disalike backends (v…
70f8b96 
…llm-project#18178)

Signed-off-by: Mengqing Cao <cmq0113@163.com>
@davidxia
[CI] don't skip fixed test_kv_cache_events() (vllm-project#18183)
de71fec 
Signed-off-by: David Xia <david@davidxia.com>
@russellb
[V1] Update zmq socket creation in nixl connector (vllm-project#18148)
a8f5aec 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
@omahs
fix: typos (vllm-project#18151)
a9944aa 
Signed-off-by: omahs <73983677+omahs@users.noreply.github.com>
@hmellor
Update deprecated type hinting in model_loader (vllm-project#18130)
07ad271 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
schoennenbeck and others added 25 commits May 15, 2025 09:00
@schoennenbeck
[Frontend] Fix chat template content format detection (vllm-project#1…
2aa5470 
…8190)

Signed-off-by: Sebastian Schönnenbeck <sebastian.schoennenbeck@comma-soft.com>
@Abatom
[Bugfix]Change the exception thrown by call_hf_processor from Runtime…
fadb8d5 
…Error to ValueError (vllm-project#18181)

Signed-off-by: Abatom <abzhonghua@gmail.com>
@tjtanaa
[Bugfix] [ROCm]: Remove assertion logic when using AITER fused moe in…
9254052 
… unquantizedMethod to reenable LLama4 BF16 (vllm-project#18205)

Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
@NickLucche
[Misc] Avoid cuda graph log when sizes still match (vllm-project#18202)
e3f3aee 
Signed-off-by: NickLucche <nlucches@redhat.com>
@Alexei-V-Ivanov-AMD
Adding "AMD: Tensorizer Test" to amdproduction. (vllm-project#18216)
0b34593
@luccafong
[Bugfix] Fix test_eagle test (vllm-project#18223)
8795eb9 
Signed-off-by: Lucia Fang <fanglu@fb.com>
@LucasWilkinson
[Build] Allow shipping PTX on a per-file basis (vllm-project#18155)
c7852a6 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
@LucasWilkinson
[Bugfix] fix rotary embedding test for _get_padded_tensor_shape (vllm…
4e1c6a0 
…-project#18229)

Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
@kliuae
[Bugfix][ROCm] Use chunked_prefill_paged_decode as fallback for V1 …
ee659e3 
…attention on ROCm (vllm-project#18093)

Signed-off-by: kf <kuanfu.liu@embeddedllm.com>
@skylee-01
[Model] vLLM v1 supports Medusa (vllm-project#17956)
f4937a5 
Signed-off-by: lisiqi23 <lisiqi23@xiaomi.com>
Signed-off-by: skylee-01 <497627264@qq.com>
Co-authored-by: lisiqi23 <lisiqi23@xiaomi.com>
@hmellor
Allow users to pass arbitrary JSON keys from CLI (vllm-project#18208)
b18201f 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
@wseaton
Throw better error for when running into k8s service discovery issue (v…
6b31c84 
…llm-project#18209)

Signed-off-by: Will Eaton <weaton@redhat.com>
@luccafong
[Feature] Support Pipeline Parallism in torchrun SPMD offline inferen…
3d2779c 
…ce for V1 (vllm-project#17827)

Signed-off-by: Lucia Fang <fanglu@fb.com>
@davidxia
[doc] fix multimodal example script (vllm-project#18089)
5c04bb8 
Signed-off-by: David Xia <david@davidxia.com>
@vadiklyutiy
[PERF] Speed up Qwen2.5-VL model by speed up rotary position embedding (
67da572 
vllm-project#17973)

Signed-off-by: Vadim Gimpelson <vadim.gimpelson@centml.ai>
@eicherseiji
[Misc] Add Ray Prometheus logger to V1 (vllm-project#17925)
5418176 
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
@Isotr0py
[Misc] Consolidate Audio tests into multimodal common generation tests (
390ec88 
vllm-project#18214)

Signed-off-by: Isotr0py <2037008807@qq.com>
@IwakuraRein
use ceil_div in cutlass block scaling shape check (vllm-project#17918)
e23564c
@fxmarty-amd
[Fix] Fix typo in resolve_hf_chat_template (vllm-project#18259)
a5f8c11 
Signed-off-by: Felix Marty <felmarty@amd.com>
@learner0810
[Model] Use autoweightloader for dbrx (vllm-project#18251)
87d8714 
Signed-off-by: learner0810 <zhongjun.li@daocloud.io>
@reidliu41
[Misc][MacOS] fix bfloat16 error (vllm-project#18249)
d3d91b6 
Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
@njhill
[BugFix] Fix multi async save in MultiConnector (vllm-project#18246)
1db4f47 
Signed-off-by: Nick Hill <nhill@redhat.com>
@mgoin
Add TODO to remove
af2f264 
Signed-off-by: mgoin <mgoin64@gmail.com>
@mgoin
Merge branch 'main' into nixl-l4-opt
e8fd2f1
@mgoin
Bug fixes
7f0ef82 
Signed-off-by: mgoin <mgoin64@gmail.com>
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