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elvischenv
5e49c3e777
Bump Flashinfer to v0.4.0 (#26326) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
 2025-10-08 23:58:44 -07:00
pwschuurman
0d7c3cb51d
Update Dockerfile and install runai-model-streamer[gcs] package (#26464) 
Signed-off-by: Peter Schuurman <psch@google.com>
 2025-10-08 23:48:51 -07:00
Jee Jee Li
1b2c440cd6
[Core] Relax the LoRA max rank (#26461) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-08 23:47:14 -07:00
Cyrus Leung
0f29dca988
[CI/Build] Fix model nightly tests (#26466) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-08 23:44:16 -07:00
Zhiyuan Li
d24cf322e1
[Hybrid]: Decouple Kernel Block Size from KV Page Size (#24486) 
Signed-off-by: lizhiyuan <uniartisan2017@gmail.com>
Signed-off-by: Zhiyuan Li <uniartisan2017@gmail.com>
 2025-10-08 23:43:39 -07:00
Qier Li
d17f0fbf30
[Core][KVConnector] Propagate all tokens on resumed preemptions (#24926) 
Signed-off-by: Qier Li <kevin44036@gmail.com>
Co-authored-by: Qier Li <qier@fb.com>
 2025-10-09 14:43:31 +08:00
Wenlong Wang
43ab8cfaa5
[MM][Doc] Add documentation for configurable mm profiling (#26200) 
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
 2025-10-08 23:21:20 -07:00
Matt
de253d63b7
[Hardware][AMD] Enable FlexAttention backend on ROCm (#26439) 
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
 2025-10-09 06:20:18 +00:00
Huy Do
8bd696fa53
[Bugfix] Incorrect another MM data format in vllm bench throughput (#26462) 
Signed-off-by: Huy Do <huydhn@gmail.com>
 2025-10-09 05:58:46 +00:00
Nick Hill
bb6d8c21f9
[Bugfix] Catch and log invalid token ids in detokenizer #2 (#26445) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-10-08 21:20:25 -07:00
Zhuohan Li
ebf6ef1a9b
[Minor] Change warning->warning_once in preprocess (#26455) 
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
 2025-10-08 21:09:06 -07:00
Jee Jee Li
0c52d6ef81
[Bugfix] Set the minimum python version for gpt-oss (#26392) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-08 20:35:49 -07:00
Rui Qiao
467a4f98f1
[Misc] Redact ray runtime env before logging (#26302) 
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
 2025-10-08 17:43:34 -07:00
Naveenraj Kamalakannan
e614ab7806
Separate MLAAttention class from Attention (#25103) 
Signed-off-by: Naveenraj Kamalakannan <therealnaveenkamal@gmail.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-08 17:11:11 -07:00
Matthew Bonanni
2a03f93de9
[Attention] Register FLASHMLA_SPARSE (#26441) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-10-08 22:28:52 +00:00
bnellnm
da364615fc
[Kernels] Modular kernel refactor (#24812) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-10-08 17:51:52 -04:00
Elaine Zhao
f08919b7d1
[Bugfix] Respect min_tokens in scheduler stop check (#26317) 
Signed-off-by: Elaine Zhao <elaineyz@amazon.com>
 2025-10-08 14:08:24 -07:00
Lukas Geiger
93f2c0aa08
[Models] Improve iteration over layers (#26425) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-10-08 20:48:33 +00:00
Nicolò Lucchesi
4ebc9108a7
[Kernel] Centralize platform kernel import in current_platform.import_kernels (#26286) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-10-08 20:25:31 +00:00
Morrison Turnansky
e1ba235668
[BugFix] Fix failing test quantization/test_compressed_tensors.py::test_compressed_tensors_fp8_block_enabled (#26436) 
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
 2025-10-08 20:04:12 +00:00
elvischenv
b82f4307c9
[Bugfix][Flashinfer] fix VLLM_USE_TRTLLM_ATTENTION issue for models with diff hyperparameters (#25924) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
 2025-10-08 19:54:48 +00:00
Matthew Bonanni
76879cc160
[Attention] Implement universal BACKEND_MAP (#25900) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-10-08 12:00:25 -07:00
Vinay R Damodaran
b25d7b5657
[Feature] Change cache.py with pydantic validation (#26390) 
Signed-off-by: Vinay Damodaran <vrdn@hey.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-08 11:12:59 -07:00
Harry Mellor
e09d1753ec
Remove Python 3.9 support ahead of PyTorch 2.9 in v0.11.1 (#26416) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-08 10:40:42 -07:00
Wentao Ye
4ba8875749
[Bug] Fix Test in Batch Invariant (#26128) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-08 10:13:47 -07:00
Lukas Geiger
6273fe8d3d
[Benchmarks] Fix imports in FP8 tuning script (#26407) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-10-08 16:31:59 +00:00
Wentao Ye
9fb3ae4e6f
[Bug] Fix DeepGEMM Attention Test (#26423) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-08 12:23:41 -04:00
Aydin Abiar
76afe4edf8
[Bugfix] Fix vllm bench ... on CPU-only head nodes (#25283) 
Signed-off-by: Aydin Abiar <aydin@anyscale.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-10-08 16:06:42 +00:00
Michael Goin
c1b06fc182
[CI Failure] Fix pre-commit issue for install_nixl_from_source_ubuntu.py (#26424) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-10-08 07:55:43 -07:00
Wentao Ye
241b4cfe66
[Refactor] Refactor FP8 & INT8 Quant Folder inside w8a8 (#25293) 
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 2025-10-08 10:20:48 -04:00
Chendi.Xue
9fc983c707
[NIXL][non-cuda] Add install script for nixl with non-cuda ucx (#25959) 
Signed-off-by: Chendi Xue <Chendi.Xue@intel.com>
 2025-10-08 14:19:53 +00:00
Harry Mellor
2f99f2f506
Tidy vllm/config/__init__.py to only add classes and functions (#26405) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-08 07:10:00 -07:00
Lukas Geiger
338b1bf04f
[Benchmarks] Add support for Qwen 3 VL MoE tuning (#26419) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-10-08 14:01:08 +00:00
wang.yuqi
e39dc46f8f
[CI] Pooling models mteb test disable enforce_eager (#26408) 
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 2025-10-08 12:15:36 +00:00
Harry Mellor
10c75b5439
[Docs] Have mergify leave a comment with the docs preview link (#26412) 
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 2025-10-08 12:04:00 +00:00
Eugene Khvedchenya
f9582fd8f4
[Model] Allow passing custom number of max tiles to Nano 2 VL (#26403) 
Signed-off-by: Eugene Khvedchenia <ekhvedchenia@nvidia.com>
 2025-10-08 11:19:39 +00:00
Daniele
f377333bd7
[Misc] add usedforsecurity=False in md5 hash call (#26357) 
Signed-off-by: Daniele Trifirò <dtrifiro@redhat.com>
 2025-10-08 10:18:32 +00:00
Wentao Ye
f8607863d8
[Feature] Enable E8M0 by Default on Hopper for DeepGEMM, 5% E2E throughput improvement (#26197) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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 2025-10-08 15:33:56 +08:00
Utkarsh Sharma
335b28f7d1
[TPU] Rename tpu_commons to tpu_inference (#26279) 
Signed-off-by: Utkarsh Sharma <utksharma@google.com>
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 2025-10-07 23:30:52 -07:00
Ayush Satyam
5e65d6b2ad
fix[DP][v1]: Prevent hangs from mismatched worker configurations (#26218) 
Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
 2025-10-07 22:55:08 -07:00
Cyrus Leung
0d4f48fa10
[Bugfix] Incorrect MM data format in vllm bench throughput (#26395) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-08 13:52:19 +08:00
Barry Kang
127c8b782a
Add gather_indexer_k_quant_cache kernel (#25931) 
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
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 2025-10-08 04:58:57 +00:00
Ayush Satyam
cd9890544b
fix(v1/kv_cache): resolve async KV transfer bug in cascade attention (#23485) 
Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
 2025-10-08 04:46:33 +00:00
Nick Hill
067da2d1df
[Core] Simplify setting new_token_ids in CachedRequestData (#26388) 
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 2025-10-08 03:32:37 +00:00
isharif168
046118b938
Add SwigluOAI implementation for CPUFusedMOE (#26347) 
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 2025-10-07 20:17:49 -06:00
liangel-02
b32260ab85
[torchao] safetensors integration (#25969) 
Signed-off-by: Angel Li <liangel@meta.com>
 2025-10-07 20:12:35 -06:00
Lucas Wilkinson
f80e7866c0
[Misc] Clean up cruft from previous FlashMLA sparse implementation (#26125) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-10-08 10:09:34 +08:00
Thomas Parnell
31a4b3e6c4
Revert #24446 and #26168 (#26332) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-10-07 16:38:19 -06:00
Benjamin Chislett
caf8b1c084
[Bugfix] Fix MTP+FlashInfer crash when trtllm kernels are available but disabled (#26361) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
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 2025-10-07 22:12:26 +00:00
Michael Goin
1b86bd8e18
Add more libraries to rlhf.md (#26374) 
Signed-off-by: Michael Goin <mgoin64@gmail.com>
 2025-10-07 20:59:41 +00:00