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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 <[email protected]>
Co-authored-by: Woosuk Kwon <[email protected]>
@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 <[email protected]>
@mgoin
Clean up a lot!
8ea467d 
Signed-off-by: mgoin <[email protected]>
@mgoin
Small opt
73a8272 
Signed-off-by: mgoin <[email protected]>
@davidxia @aarnphm
[Frontend] decrease import time of vllm.multimodal (vllm-project#18031)
749f792 
Co-authored-by: Aaron Pham <[email protected]>
@LucasWilkinson
[Kernel] Have rotary embeddings support tensors (vllm-project#18046)
d93c976 
Signed-off-by: Lucas Wilkinson <[email protected]>
@aarnphm @russellb
[V1] Structured Outputs + Thinking compatibility (vllm-project#16577)
2fc9075 
Signed-off-by: Aaron Pham <[email protected]>
Co-authored-by: Russell Bryant <[email protected]>
@mgoin
Fix mypy
17cc4c9 
Signed-off-by: mgoin <[email protected]>
@jerryzh168
Add support for loading torchao models with AOPerModuleConfig (vllm…
7974736 
…-project#17826)

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

Signed-off-by: Russell Bryant <[email protected]>
@mgoin @njhill
[V1] Support multiple kv connectors (vllm-project#17564)
2142035 
Signed-off-by: mgoin <[email protected]>
Signed-off-by: Nick Hill <[email protected]>
Co-authored-by: Nick Hill <[email protected]>
@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 <[email protected]>
@markmc
[V1][Metrics] Remove unused code (vllm-project#18158)
65334ef 
Signed-off-by: Mark McLoughlin <[email protected]>
@aarnphm
[Chore] astral's ty (vllm-project#18116)
afe3236 
Signed-off-by: Aaron Pham <[email protected]>
@reidliu41
[Misc] add lobe-chat support (vllm-project#18177)
2dff093 
Signed-off-by: reidliu41 <[email protected]>
Co-authored-by: reidliu41 <[email protected]>
@ProExpertProg
[Fix][ROCm] Enforce eager for all encoder-decoder models on ROCm (vll…
83f74c6 
…m-project#18154)

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

Signed-off-by: Thomas Parnell <[email protected]>
Co-authored-by: Lucas Wilkinson <[email protected]>
@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 <[email protected]>
@inkcherry
[Model] Allow the use of sliding window in Qwen2 (vllm-project#17772)
dd2a945 
Signed-off-by: inkcherry <[email protected]>
@MengqingCao
[Bugfix] Fix FusedMoEPrepareAndFinalize for cuda-disalike backends (v…
70f8b96 
…llm-project#18178)

Signed-off-by: Mengqing Cao <[email protected]>
@davidxia
[CI] don't skip fixed test_kv_cache_events() (vllm-project#18183)
de71fec 
Signed-off-by: David Xia <[email protected]>
@russellb
[V1] Update zmq socket creation in nixl connector (vllm-project#18148)
a8f5aec 
Signed-off-by: Russell Bryant <[email protected]>
@omahs
fix: typos (vllm-project#18151)
a9944aa 
Signed-off-by: omahs <[email protected]>
@hmellor
Update deprecated type hinting in model_loader (vllm-project#18130)
07ad271 
Signed-off-by: Harry Mellor <[email protected]>
Alexei-V-Ivanov-AMD and others added 21 commits May 15, 2025 11:01
@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 <[email protected]>
@LucasWilkinson
[Build] Allow shipping PTX on a per-file basis (vllm-project#18155)
c7852a6 
Signed-off-by: Lucas Wilkinson <[email protected]>
@LucasWilkinson
[Bugfix] fix rotary embedding test for _get_padded_tensor_shape (vllm…
4e1c6a0 
…-project#18229)

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

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

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

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

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

Signed-off-by: Isotr0py <[email protected]>
@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 <[email protected]>
@learner0810
[Model] Use autoweightloader for dbrx (vllm-project#18251)
87d8714 
Signed-off-by: learner0810 <[email protected]>
@reidliu41
[Misc][MacOS] fix bfloat16 error (vllm-project#18249)
d3d91b6 
Signed-off-by: reidliu41 <[email protected]>
Co-authored-by: reidliu41 <[email protected]>
@njhill
[BugFix] Fix multi async save in MultiConnector (vllm-project#18246)
1db4f47 
Signed-off-by: Nick Hill <[email protected]>
@mgoin
Add TODO to remove
af2f264 
Signed-off-by: mgoin <[email protected]>
@mgoin
Merge branch 'main' into nixl-l4-opt
e8fd2f1
@mgoin
Bug fixes
7f0ef82 
Signed-off-by: mgoin <[email protected]>
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This pull request has been automatically marked as stale because it has not had any activity within 90 days. It will be automatically closed if no further activity occurs within 30 days. Leave a comment if you feel this pull request should remain open. Thank you!

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This pull request has been automatically closed due to inactivity. Please feel free to reopen if you intend to continue working on it. Thank you!

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